Model Jobs in Oman

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <p>Model Leader CFM56 -2/-3 et -7B applications au soutien militaire F/H</p><br><br><p>CDI</p><br><br><p>Ingénieur &amp; Cadre</p><br><br><p>Temps complet</p><br><br><p>Au sein de Safran Aircraft Engines, la Direction de l'Engineering du <br>Support et des Services a pour mission d'assurer la satisfaction des <br>clients et la profitabilité des activités par l'expertise technique. <br>Elle compte ainsi une pluralité de métiers qui gèrent la relation client, <br>le suivi du comportement des produits en service et l'élaboration <br>d'actions correctives permettant d'optimiser le coût d'exploitation de <br>plus de 20.000 moteurs. <br>Elle assure le support des opérations clients en s'appuyant sur des <br>représentants chez les compagnies aériennes et dans les ateliers de <br>maintenance. <br>Son ambition est d'être reconnue par les clients pour son expertise <br>technique et son support adaptés à leurs besoins opérationnels. <br>Safran Aircraft Engines conçoit, produit et commercialise à travers <br>CFM International les moteurs civils CFM56 (A320, B737, <br>applications spécifiques militaires), LEAP (A320neo, B737MAX) et <br>GE90/GP7200 (B777, A380). <br>Au sein de la direction Engineering Support &amp; Services, vous <br>rejoignez le département Customer Product Support Engineering sur <br>le produit CFM56. <br>Le poste proposé est celui de Model Leader sur les applications <br>Boeing CFM56-7B militaires, -2, -3. <br>Le poste permet et nécessite d'avoir une vision globale sur tout ce <br>qui se passe sur les produits CFM56-7B, -2, -3 et d'être en contact <br>avec l'ensemble de nos clients et l'avionneur.<br>Les principales missions sont, sur les aspects techniques : <br>* Réaliser le suivi du comportement des moteurs en service avec les <br>équipes Line maintenance sur toutes les applications CFM56 et <br>coordonner avec elles les activités lors d'évènements en service, <br>* Porter la voix du client en interne : identification et animation de la <br>remontée des signaux faibles, <br>* Participer à la définition des plans d'actions en service, <br>* Organiser et animer la communication vers nos clients au nom de <br>CFM avec votre équivalent chez GE Aviation et avec la Marque <br>technique (points hebdomadaires et 1 meeting annuel en Face to <br>Face avec les clients militaires)<br>* Assurer la communication à nos clients au nom de CFM (plusieurs <br>visioconférences dans l'année, 1 Symposium annuel</p><br><br><p>Déplacements à l'étranger ~3 fois par an suivant l'actualité <br>Possibilité d'être appelé le week-end en cas d'évènement en service. <br>Nombreux imprévus pouvant changer rapidement votre agenda </p><br><br><p>Poste de management transversal <br>Vous vous appuyez sur les ressources du CPSE CFM56 <br>(37personnes) qui comprend des spécialistes support des différents <br>modules de responsabilité SAE <br>Poste permettant d'être en interface avec différents profils/secteurs : <br>- en interne : vous travaillez avec les chefs de marque technique, <br>chefs de marque support &amp; service, membres de l'Equipe de <br>Programme <br>- en externe : vous êtes le point focal connu de nos clients, de l'avionneur, de notre partenaire</p><br><br><br> </div>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p> Lead the consolidation of all product information into the database used for Aspen Petroleum Scheduling (APS) for: </p> <p>o For detailed scheduling of RPI Assets operations on a day-to-day or hour-to-hour basis. </p> <p>o For Real-Time Adjustments to the production schedule based on factors such as equipment availability, unexpected disruptions, and changes in market conditions.</p> <p>o For the Integration with Execution by tying the execution of the production plan to ensure that the scheduling aligns with the actual capabilities and constraints of the refinery units.</p> <p>o For Interfacing with Operations to ensure that the detailed scheduling is communicated effectively to the operators on the ground. This involves coordinating the timing of unit startups, shutdowns, and maintenance activities.</p> <p>o For Performance Monitoring of the scheduling system, identifies any deviations from the plan, and implements corrective actions to optimize the refinery's day-to-day operations.</p> <p> Lead the development of new models to include new added assets to the existing model.</p> <p> Lead the execution of the commercial Model Owner APS by building, developing, maintaining, and upgrading the model ensuring the collected data is accurate. </p> <p> Participate in monthly performance control meetings with production planning &amp; team.</p> <p> Plan and coordinate test run at multiple process units and collect, validate, and analyze the data.</p> <p> Provide technical assistance during APS runs. </p> <p> Provides advisory, tech support and troubleshooting functions.</p> <p> Manage the relationship with suppliers of modelling technology/tools (Aspen tech)</p> <p> Monitor industry for best practices and technology in the area of planning. </p> <p> Assist with the development and implementation of a corporate-level plan to keep Scheduling Model current with technology.</p> <p> Provide support to Scheduling team including model development and model-based evaluations.</p> <p> Serve as the APS/MBO support backup.</p> <p> Guide young specialist Model Owners for Aspen Petroleum Scheduling (APS) in related matters </p> <p><strong>Key interactions</strong></p> <p>Internal: RPI C&amp;D SBT Business Excellence, Auditors </p> <p>External: Contractors, Vendors &amp; Suppliers</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Education requirements Bachelor s degree in economy, Finance, Engineering, or relevant field. </p> <p>Language requirements Excellent knowledge of written, read, and spoken English (required) </p> <p>Background and experience </p> <ul> <li> 10+ years relevant experience similar / same role</li> <li> Expertise of SAP or other ERP systems would be an added advantage.</li> <li> Strong experience with APS </li> <li> An expert in building, developing, and optimizing APS models as well as interpreting case results.</li> <li> Knowledge of Cross functional business experience integrating marketing, sales and finance leading to commercial planning and delivery.</li> <li> Knowledge of refining and petrochemical industry and processes Strong experience with AspenTech PIMS experience with Haverly HCAMS, KBC Petro-SIM, FCC, REF, and DC-SIM knowledge</li> <li> An expert in building, developing, and optimizing LP models as well as interpreting LP case results.</li> <li> Strong refinery experience with a proven understanding of all standard refinery processes.</li> </ul> <p><strong>Competencies and skills</strong></p> <p>Soft: </p> <ul> <li> Leadership skills</li> <li> Excellent communication skills to convey complex concepts and strategies to various stakeholders.</li> <li> Ability to think strategically and align planning and scheduling activities with long-term business goals.</li> <li> Excellent Analytical Skills </li> <li> Ability to adapt to changing market conditions and make agile decisions in a dynamic environment.</li> <li> Strong Critical thinking skills to interpret complex data and make informed decisions.</li> <li> Ability to work across distinct functions. </li> <li> Deal with diversity and multicultural cultural background.</li> </ul> <p>Technical: </p> <ul> <li> Proficiency in M/S Office, Report developing &amp; excellent spreadsheet knowledge e.g., Excel / VBA </li> </ul><p></p></section>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Provides thoughts, guidance, advise while leading the execution of the commercial Model Owner for Aspen Petroleum Scheduling (APS) effectively for daily scheduling operations for RPI Assets, acting as Senior Matter Expert for Model Owner APS, through (1) Lead the Building, developing, maintaining, and upgrading the mode including the events and Flowsheets, (2) Ensures the collected data is accurate and the appropriate forecasting the scheduling a variety of event type for the demand planning (volumetric) and pricing (price for costing activity), and (3) Guide young staff Model Owner APS in related matters; in order to support the commercial interests in quality leading position, aligned with the business activities.</p><p>The position will act in accordance with the Group s Mission, Vision, Values &amp; Strategies, as well as, policies, guidelines, and international standards, supported by an IT Technology platform, HSE standards, Omani s government &amp; other legal justifications, and best international practices in consonance with national objectives.</p><p><strong>Main tasks and responsibilities</strong></p><p>Lead the consolidation of all product information into the database used for Aspen Petroleum Scheduling (APS) for:</p><ul><li>For detailed scheduling of RPI Assets operations on a day-to-day or hour-to-hour basis.</li><li>For Real-Time Adjustments to the production schedule based on factors such as equipment availability, unexpected disruptions, and changes in market conditions.</li><li>For the Integration with Execution by tying the execution of the production plan to ensure that the scheduling aligns with the actual capabilities and constraints of the refinery units.</li><li>For Interfacing with Operations to ensure that the detailed scheduling is communicated effectively to the operators on the ground. This involves coordinating the timing of unit startups, shutdowns, and maintenance activities.</li><li>For Performance Monitoring of the scheduling system, identifies any deviations from the plan, and implements corrective actions to optimize the refinery's day-to-day operations.</li></ul><p>Lead the development of new models to include new added assets to the existing model.</p><p>Lead the execution of the commercial Model Owner APS by building, developing, maintaining, and upgrading the model ensuring the collected data is accurate.</p><p>Participate in monthly performance control meetings with production planning &amp; team.</p><p>Plan and coordinate test run at multiple process units and collect, validate, and analyze the data.</p><p>Provide technical assistance during APS runs.</p><p>Provides advisory, tech support and troubleshooting functions.</p><p>Manage the relationship with suppliers of modelling technology/tools (Aspen tech)</p><p>Monitor industry for best practices and technology in the area of planning.</p><p>Assist with the development and implementation of a corporate-level plan to keep Scheduling Model current with technology.</p><p>Provide support to Scheduling team including model development and model-based evaluations.</p><p>Serve as the APS/MBO support backup.</p><p>Guide young specialist Model Owners for Aspen Petroleum Scheduling (APS) in related matters</p><p><strong>Key interactions</strong></p><ul><li>Internal: RPI C&amp;D SBT Business Excellence, Auditors</li><li>External: Contractors, Vendors &amp; Suppliers</li></ul><p><strong>Notable Working Conditions</strong>. Office environment, intensive computer screen use, sporadic visits to operation site.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li>Bachelor's degree in economy, Finance, Engineering, or relevant field.</li><li>Excellent knowledge of written, read, and spoken English (required)</li><li>+ 6 years relevant experience similar / same role</li><li>Expertise of SAP or other ERP systems would be an added advantage.</li><li>Strong experience with APS</li><li>An expert in building, developing, and optimizing APS models as well as interpreting case results.</li><li>Knowledge of Cross functional business experience integrating marketing, sales and finance leading to commercial planning and delivery.</li><li>Knowledge of refining and petrochemical industry and processes</li><li>Strong experience with AspenTech PIMS experience with Haverly HCAMS, KBC Petro-SIM, FCC, REF, and DC-SIM knowledge</li><li>An expert in building, developing, and optimizing LP models as well as interpreting LP case results.</li><li>Strong refinery experience with a proven understanding of all standard refinery processes.</li><li><strong>Soft:</strong></li><li>Leadership skills</li><li>Excellent communication skills to convey complex concepts and strategies to various stakeholders.</li><li>Ability to think strategically and align planning and scheduling activities with long-term business goals.</li><li>Excellent Analytical Skills</li><li>Ability to adapt to changing market conditions and make agile decisions in a dynamic environment.</li><li>Strong Critical thinking skills to interpret complex data and make informed decisions.</li><li>Ability to work across distinct functions.</li><li>Deal with diversity and multicultural cultural background.</li><li><strong>Technical:</strong></li><li>Proficiency in M/S Office, Report developing &amp; excellent spreadsheet knowledge e.g., Excel / VBA</li></ul><p></p></section>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p><b>Responsibilities:</b></p> <p><strong>Lead and mentor a team of highly talented junior ML engineers through:</strong></p> <ul> <li>Code reviews, design reviews, and technical direction</li> <li>Enforcement of strong software engineering and ML best practices</li> </ul> <p><strong>Design, deploy, and operate scalable AI systems with a focus on reliability and performance</strong></p> <p><strong>Lead production deployment of LLMs and multimodal systems (RAG, OCR, voice)</strong></p> <p><strong>Own model performance end-to-end, combining evaluation, observability, and hardware optimization:</strong></p> <ul> <li>Build evaluation pipelines (benchmarks, regression testing, LLM-as-judge)</li> <li>Implement deep observability (tracing, latency, error tracking)</li> <li>Optimize GPU utilization (multi-GPU serving, batching, quantization, memory tuning)</li> <li>Continuously improve throughput, latency, and cost efficiency</li> </ul> <p><strong>Architect and manage GPU infrastructure:</strong></p> <ul> <li>Model serving, load balancing, and scaling strategies</li> <li>Hardware-aware deployment and performance tuning</li> </ul> <p><strong>Build and maintain robust MLOps pipelines:</strong></p> <ul> <li>Model/version management, CI/CD, automated testing, and rollback strategies</li> <li>Monitoring and feedback loops for continuous improvement</li> </ul> <p><strong>Engage directly with clients and stakeholders to:</strong></p> <ul> <li>Gather and clarify business requirements</li> <li>Translate non-technical needs into well-defined technical problems</li> <li>Communicate solutions, trade-offs, and progress through clear documentation, reports, and proposals</li> </ul> <p>Contribute hands-on to system design, implementation, debugging, and production incident resolution</p></div></section>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span><br>POSITION SUMMARY<br>Prepare special meals or substitute items. Regulate temperature of ovens, broilers, grills, and roasters. Pull food from freezer storage to thaw in the refrigerator. Ensure proper portion, arrangement, and food garnish. Maintain food logs. Monitor the quality and quantity of food that is prepared. Communicate assistance needed during busy periods. Inform Chef of excess food items for use in daily specials. Inform Food &amp; Beverage service staff of menu specials and out of stock menu items. Ensure the quality of the food items. Prepare and cook food according to recipes, quality standards, presentation standards, and food preparation checklist. Prepare cold foods.<br>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company and safety and security policies and procedures; report maintenance needs, accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Anticipate and address guests’ service needs. Speak with others using clear and professional language. Develop and maintain positive working relationships with others; support team to reach common goals; listen and respond appropriately to the concerns of other employees. Ensure adherence to quality expectations and standards. Stand, sit, or walk for an extended period of time. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Perform other reasonable job duties as requested by Supervisors.<br>PREFERRED QUALIFICATION<br>Education: Technical, Trade, or Vocational School Degree.<br>Related Work Experience: At least 3 years of related work experience.<br>Supervisory Experience: No supervisory experience.<br>License or Certification: None<br>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.<br>W Hotels’ mission is to Ignite Curiosity, Expand Worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels. In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work,​ begin&nbsp;your purpose,&nbsp;belong&nbsp;to an amazing global​&nbsp;team, and&nbsp;become&nbsp;the best version of you.</span> </div>

<p><h4>Position summary</h4> <p>Prepare special meals or substitute items. Regulate temperature of ovens, broilers, grills, and roasters. Pull food from freezer storage to thaw in the refrigerator. Ensure proper portion, arrangement, and food garnish. Maintain food logs. Monitor the quality and quantity of food that is prepared. Communicate assistance needed during busy periods. Inform chef of excess food items for use in daily specials. Inform food and beverage service staff of menu specials and out of stock menu items. Ensure the quality of the food items. Prepare and cook food according to recipes, quality standards, presentation standards, and food preparation checklist. Prepare cold foods.</p> <p>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company and safety and security policies and procedures; report maintenance needs, accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Anticipate and address guests’ service needs. Speak with others using clear and professional language. Develop and maintain positive working relationships with others; support team to reach common goals; listen and respond appropriately to the concerns of other employees. Ensure adherence to quality expectations and standards.</p> <p>Stand, sit, or walk for an extended period of time. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Perform other reasonable job duties as requested by supervisors.</p> <h4>Preferred qualification</h4> <p><strong>Education:</strong> Technical, trade, or vocational school degree.</p> <p><strong>Related work experience:</strong> At least 3 years of related work experience.</p> <p><strong>Supervisory experience:</strong> No supervisory experience.</p> <p><strong>License or certification:</strong> None.</p> <p>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.</p> <p>W Hotels’ mission is to ignite curiosity, expand worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels. In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work, begin your purpose, belong to an amazing global team, and become the best version of you.</p></p><p></p>

<p><h4>Position summary</h4> <p>Prepare special meals or substitute items. Regulate temperature of ovens, broilers, grills, and roasters. Pull food from freezer storage to thaw in the refrigerator. Ensure proper portion, arrangement, and food garnish. Maintain food logs. Monitor the quality and quantity of food that is prepared. Communicate assistance needed during busy periods. Inform chef of excess food items for use in daily specials. Inform food and beverage service staff of menu specials and out of stock menu items. Ensure the quality of the food items. Prepare and cook food according to recipes, quality standards, presentation standards, and food preparation checklist. Prepare cold foods.</p> <p>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company and safety and security policies and procedures; report maintenance needs, accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Anticipate and address guests’ service needs. Speak with others using clear and professional language. Develop and maintain positive working relationships with others; support team to reach common goals; listen and respond appropriately to the concerns of other employees. Ensure adherence to quality expectations and standards.</p> <p>Stand, sit, or walk for an extended period of time. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Perform other reasonable job duties as requested by supervisors.</p> <h4>Preferred qualification</h4> <ul> <li><strong>Education:</strong> Technical, trade, or vocational school degree.</li> <li><strong>Related work experience:</strong> At least 3 years of related work experience.</li> <li><strong>Supervisory experience:</strong> No supervisory experience.</li> <li><strong>License or certification:</strong> None.</li> </ul> <p>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.</p> <p>W Hotels’ mission is to ignite curiosity, expand worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels. In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work, begin your purpose, belong to an amazing global team, and become the best version of you.</p></p><p></p>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>The Role We are looking for a hands-on Senior ML Engineer to lead the development and operation of production-grade AI systems across LLMs, OCR, and voice.<br> This role combines deep technical ownership with leadership of a high-performing team of junior engineers, as well as direct engagement with stakeholders to shape AI solutions.<br> Responsibilities: * Lead and mentor a team of highly talented junior ML engineers through: * Code reviews, design reviews, and technical direction * Enforcement of strong software engineering and ML best practices * Design, deploy, and operate scalable AI systems with a focus on reliability and performance * Lead production deployment of LLMs and multimodal systems (RAG, OCR, voice) * Own **model performance end-to-end**, combining evaluation, observability, and hardware optimization: * Build evaluation pipelines (benchmarks, regression testing, LLM-as-judge) * Implement deep observability (tracing, latency, error tracking) * Optimize GPU utilization (multi-GPU serving, batching, quantization, memory tuning) * Continuously improve throughput, latency, and cost efficiency * Architect and manage GPU infrastructure: * Model serving, load balancing, and scaling strategies * Hardware-aware deployment and performance tuning * Build and maintain robust MLOps pipelines: * Model/version management, CI/CD, automated testing, and rollback strategies * Monitoring and feedback loops for continuous improvement * Engage directly with clients and stakeholders to: * Gather and clarify business requirements * Translate non-technical needs into well-defined technical problems * Communicate solutions, trade-offs, and progress through clear documentation, reports, and proposals * Contribute hands-on to system design, implementation, debugging, and production incident resolution * Proven experience deploying LLMs in production * Strong experience with GPU-based inference and optimization * Solid backend engineering skills (Python, APIs, distributed systems) * Experience with MLOps and production ML systems * Experience with OCR/document AI and/or voice systems (STT/TTS) * Experience with Docker and Kubernetes * Strong understanding of modern AI architectures (RAG, vector DBs, agent workflows) * Experience mentoring or leading engineers * Strong communication skills with the ability to bridge business and technical domains Nice to Have: * Experience with open-weight models (Qwen, Llama, DeepSeek, Gemma) * Experience with on-prem / sovereign AI deployments * Experience with LoRA / fine-tuning * Multilingual or Arabic NLP experience</span> </div>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Job Title: CMS Excellence Lead</p> <p>Job Purpose:</p> <p> CMS Excellence Lead is responsible for the governance, integrity, and continuous evolution of the Control Framework, ensuring that all policies, procedures, codes of practice, and specifications are coherent, up to date, consistently applied, and aligned with enterprise risk management, regulatory expectations, and organizational strategy.</p> <p> Acting as the central authority for governance standards across, the role enables clarity, consistency, and disciplined ways of working across all directorates. The role sits within the Finance Centre of Excellence and operates as a cross-functional governance authority, supporting wider Finance Transformation and operating model redesign objectives.</p> <p> Own the CMS as the single, authoritative repository for all governance documents. Ensure completeness, accuracy, accessibility, and integrity of all framework components. Drive improvements in usability, structure, and navigation of the CMS platform.</p> <p> Advise leadership and transformation teams on governance implications of organisational and process changes. Ensure governance is embedded early in new initiatives, projects, and operating model changes. Balance governance discipline with agility and business practicality.</p> <p> </p> <p>Education: Bachelor s degree in Business Administration, Finance, Accounting, Risk Management, Engineering, Law, Information Management, or a related discipline.</p> <p>Postgraduate qualifications or professional certifications in governance, risk, quality, finance, project management, or organisational effectiveness are advantageous.</p> <p> </p> <p>Relevant professional qualifications are desirable but not mandatory, such as:</p> <p> CIMA, ACCA, CPA, CGMA</p> <p> CIA, CRMA</p> <p> ISO Governance or Risk certifications</p> <p> Project Management or Change Management certifications</p> <p> Equivalent professional credentials</p> <p> </p> <p>Experience:</p> <p> Typically 8 12 years of experience in governance, business excellence, process management, risk, compliance, quality management, transformation, document control, or related disciplines.</p> <p> Demonstrated experience developing, maintaining, or improving enterprise frameworks, standards, policies, procedures, or management systems.</p> <p> Experience working across multiple functions and influencing stakeholders in complex organisational environments.</p> <p> Exposure to large-scale transformation, operating model, process improvement, or governance initiatives is advantageous.</p> <p> Experience within Energy, Oil &amp; Gas, Government, Utilities, or other large organisations is beneficial but not essential.</p> <p> Experience with enterprise content management, document management systems, or digital governance solutions is desirable.</p> <p> </p> <p>Technical Skills</p> <p> </p> <p> Governance and Framework Management</p> <p> Policy and Procedure Development</p> <p> Enterprise Content &amp; Document Management</p> <p> Process Improvement and Simplification</p> <p> Risk and Control Awareness</p> <p> Change and Impact Management</p> <p> Data Analysis and Reporting</p> <p> Digital Systems Literacy (CMS, ERP and collaboration platforms)</p> <p> Continuous Improvement Methodologies</p></div></section>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>Generative AI developer (experience 1 to 2 years) Early-career AI/ML Engineer supporting the development and deployment of Generative AI solutions (LLMs, RAG systems). Focus on hands-on implementation, integration, and learning-by-delivery, under guidance.</p><p>Must Have:</p><ul><li>Strong foundation in Python (data handling, APIs, scripts)</li><li>Understanding of APIs, Docker, or deployment workflows</li><li>Exposure to deploying ML/AI models (even in projects/internships)</li><li>Understanding of embeddings, retrieval flow</li><li>Hands-on exposure through projects</li><li>Experience working with GPT/Llama APIs</li><li>Ability to structure prompts and evaluate outputs</li><li>Vector Databases (Exposure Level) - Familiarity with FAISS / Chroma / Pinecone and basic usage in projects.</li><li>ML Fundamentals: Core concepts - overfitting, evaluation metrics, basic algorithms. Ability to reason about model behavior.</li></ul><p>Core Responsibilities (Execution Under Guidance)</p><ul><li>Assist in building RAG-based GenAI solutions for enterprise use cases.</li><li>Develop Python-based services/APIs integrating LLMs.</li><li>Support data preprocessing, embeddings, and retrieval pipelines.</li><li>Contribute to model deployment and integration tasks.</li><li>Debug and improve existing pipelines under supervision.</li><li>Work closely with senior engineers to understand production constraints (latency, cost, accuracy)</li></ul><p>Good to Have</p><ul><li>LangChain / LlamaIndex exposure</li><li>Cloud basics (Azure / AWS / GCP)</li><li>Basic understanding of CI/CD or MLOps concepts</li><li>Internship/project experience in GenAI or ML use cases</li></ul></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Must Have:</p><ul><li>Strong foundation in Python (data handling, APIs, scripts)</li><li>Understanding of APIs, Docker, or deployment workflows</li><li>Exposure to deploying ML/AI models (even in projects/internships)</li><li>Understanding of embeddings, retrieval flow</li><li>Hands-on exposure through projects</li><li>Experience working with GPT/Llama APIs</li><li>Ability to structure prompts and evaluate outputs</li><li>Vector Databases (Exposure Level) - Familiarity with FAISS / Chroma / Pinecone and basic usage in projects.</li><li>ML Fundamentals: Core concepts - overfitting, evaluation metrics, basic algorithms. Ability to reason about model behavior.</li></ul><p>Core Responsibilities (Execution Under Guidance)</p><ul><li>Assist in building RAG-based GenAI solutions for enterprise use cases.</li><li>Develop Python-based services/APIs integrating LLMs.</li><li>Support data preprocessing, embeddings, and retrieval pipelines.</li><li>Contribute to model deployment and integration tasks.</li><li>Debug and improve existing pipelines under supervision.</li><li>Work closely with senior engineers to understand production constraints (latency, cost, accuracy)</li></ul><p>Good to Have</p><ul><li>LangChain / LlamaIndex exposure</li><li>Cloud basics (Azure / AWS / GCP)</li><li>Basic understanding of CI/CD or MLOps concepts</li><li>Internship/project experience in GenAI or ML use cases</li></ul><p>Experience &amp; Qualification</p><ul><li>Bachelor's in Computer Science / Data Science or related field.</li><li>12 years of experience in AI/ML (including internships and project work).</li><li>Exposure to at least one end-to-end ML/GenAI project (academic and professional).</li></ul><p></p></section>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span><br>POSITION SUMMARY<br>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review Production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep Chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools/equipment/appliances to prepare baked foods. Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.<br>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by Supervisors.<br>PREFERRED QUALIFICATION<br>Education: Technical, Trade, or Vocational School Degree.<br>Related Work Experience: At least 2 years of related work experience.<br>Supervisory Experience: No supervisory experience.<br>License or Certification: None<br>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.<br>W Hotels’ mission is to Ignite Curiosity, Expand Worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels. In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work,​ begin&nbsp;your purpose,&nbsp;belong&nbsp;to an amazing global​&nbsp;team, and&nbsp;become&nbsp;the best version of you.</span> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span><br>POSITION SUMMARY<br>Ensure staff is working together as a team to ensure optimum service and that guest needs are met. Inspect grooming and attire of staff, and rectify any deficiencies. Complete opening and closing duties including setting up necessary supplies and tools, cleaning all equipment and areas, locking doors, etc. Inspect storage areas for organization, use of FIFO, and cleanliness. Complete scheduled inventories and stock and requisition necessary supplies. Monitor dining rooms for seating availability, service, safety, and well being of guests. Complete work orders for maintenance repairs.<br>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; and serve as a role model and first point of contact of the Guarantee of Fair Treatment/Open Door Policy process. Follow all company and safety and security policies and procedures; report accidents, injuries, and unsafe work conditions to manager; and complete safety training and certifications. Ensure uniform and personal appearance are clean and professional, maintain confidentiality of proprietary information, and protect company assets. Welcome and acknowledge all guests according to company standards, anticipate and address guests’ service needs, assist individuals with disabilities, and thank guests with genuine appreciation. Speak with others using clear and professional language. Develop and maintain positive working relationships with others, support team to reach common goals, and listen and respond appropriately to the concerns of other employees. Ensure adherence to quality expectations and standards; and identify, recommend, develop, and implement new ways to increase organizational efficiency, productivity, quality, safety, and/or cost-savings. Read and visually verify information in a variety of formats (e.g., small print). Visually inspect tools, equipment, or machines (e.g., to identify defects). Stand, sit, or walk for an extended period of time or for an entire work shift. Move, lift, carry, push, pull, and place objects weighing less than or equal to 50 pounds without assistance. Grasp, turn, and manipulate objects of varying size and weight, requiring fine motor skills and hand-eye coordination. Move through narrow, confined, or elevated spaces. Move up and down stairs and/or service ramps. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Perform other reasonable job duties as requested by Supervisors.<br>PREFERRED QUALIFICATIONS<br>Education: High school diploma or G.E.D. equivalent.<br>Related Work Experience: At least 2 years of related work experience.<br>Supervisory Experience: At least 1 year of supervisory experience.<br>License or Certification: None<br>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.<br>W Hotels’ mission is to Ignite Curiosity, Expand Worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels. In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work,​ begin&nbsp;your purpose,&nbsp;belong&nbsp;to an amazing global​&nbsp;team, and&nbsp;become&nbsp;the best version of you.</span> </div>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p><b>Job Purpose:</b>To lead and direct Asyad Logistics’ business transformation agenda across key business unit verticals, with primary responsibility for the integration of Oman Post and Asyad Express, the transformation of the Oman Post retail network, and the establishment of a robust PMO and governance framework across strategic initiatives.</p> <p>The role is responsible for shaping and delivering major transformation programs that improve operating model effectiveness, commercial performance, cost efficiency, customer experience, and long-term strategic positioning. This includes leading integration, synergy capture, strategic project execution, retail network transformation, technology roadmap alignment, and land investment review initiatives.</p> <p>The role works across business units and functions to ensure that transformation priorities, post-acquisition interdependencies, and future strategic projects are planned, governed, and executed in line with Asyad Logistics’ strategic direction, ASYAD Group standards, OIA governance requirements, and relevant regulatory frameworks.</p><p><b>Key Responsibilities &amp; Accountabilities:</b></p><p><b>Strategic:</b></p> <ul><li>Develop and lead the business transformation roadmap across Asyad Logistics business unit verticals, ensuring alignment with corporate strategy, growth priorities, and long-term value creation objectives.</li> <li>Lead the Oman Post and Asyad Express integration program, defining the vision, roadmap, governance, workstreams, milestones, risks, and target outcomes for the integrated business.</li> <li>Drive the integration of all e-commerce and logistics-related postal activities into Asyad Express, ensuring clarity of scope, ownership, and execution accountability.</li> <li>Identify, evaluate, and capture synergy opportunities across resources, technology, infrastructure, physical assets, and support functions in order to improve efficiency, scalability, and profitability.</li> <li>Lead the Oman Post retail transformation strategy, including rightsizing of the branch network and development of new retail products and services that improve footfall, utilization, customer relevance, and commercial performance.</li> <li>Develop and assess strategic options for branch operating models, including outsourced and franchise-led models, to improve flexibility, reduce fixed cost exposure, and lower subsidy dependence.</li> <li>Lead the strategic design and rollout roadmap for Oman’s first national PUDO network, ensuring national coverage, commercial viability, customer convenience, and integration with the broader logistics ecosystem.</li> <li>Oversee the land investment review program for postal properties, including assessment of strategic value, redevelopment potential, sell-off options, sub-lease opportunities, and monetization pathways for sites in high-demand areas.</li> <li>Ensure transformation initiatives support the development of a commercially stronger, operationally efficient, and future-ready integrated business.</li></ul><p><b>Operational:</b></p> <ul><li>Lead end-to-end transformation programs from strategy through execution, ensuring delivery against agreed timelines, milestones, budgets, and business outcomes.</li> <li>Coordinate and govern cross-functional workstreams involving operations, commercial, retail, technology, finance, HR, procurement, legal, and other support functions.</li> <li>Track progress of strategic initiatives, proactively identify risks, issues, and interdependencies, and drive timely resolution through effective stakeholder engagement and governance.</li> <li>Work alongside IMO and relevant business leaders to ensure post-acquisition interdependencies and future projects are identified early, structured properly, and executed in line with the agreed governance framework.</li> <li>Lead the design and implementation of new commercial frameworks, processes, and procedures required to support the post-integration business model.</li> <li>Support the development of a technology strategy and business ecosystem that addresses the current and future needs of the integrated postal, express, retail, and e-commerce business.</li> <li>Ensure transformation programs are supported by robust business cases, clear success measures, disciplined implementation planning, and post-implementation review.</li> <li>Provide regular reporting to executive leadership on program status, decisions required, key risks, financial implications, and value realization.</li> <li>Lead and champion a continuous improvement mandate across Asyad Logistics business units, driving simplification, standardization, productivity improvement, and stronger business controls.</li> <li>Identify structural opportunities to improve customer experience, branch economics, logistics efficiency, asset utilization, and cross-business collaboration.</li> <li>Drive transformation in core areas such as operating model redesign, network optimization, retail modernization, digital enablement, service innovation, governance enhancement, and performance management.</li> <li>Develop and implement transformation KPI frameworks to track delivery progress, synergy capture, cost reduction, branch performance, service quality, commercial outcomes, network utilization, and project benefits realization.</li> <li>Promote a disciplined approach to change management, ensuring transformation initiatives are translated into sustainable ways of working and embedded effectively into the organization.</li> <li>Drive integration and transformation decisions through fact-based analysis, business case evaluation, scenario planning, and practical implementation roadmaps.</li> <li>Strengthen governance, risk management, and implementation discipline across the transformation portfolio to reduce execution failure and protect strategic value.</li></ul><p><b>People:</b></p> <ul><li>Lead and influence cross-functional teams across the transformation portfolio, creating strong alignment, ownership, and momentum across multiple stakeholders and business units.</li> <li>Build a high-performance transformation culture centered on accountability, execution discipline, collaboration, innovation, and continuous improvement.</li> <li>Provide direction, coaching, and leadership to PMO and project resources, while ensuring business unit leaders remain actively accountable for delivery in their respective workstreams.</li> <li>Drive strong stakeholder engagement across executive leadership, functional heads, and project teams to maintain alignment on priorities, decisions, and expected outcomes.</li> <li>Promote effective communication and change leadership across the organization to support adoption of new operating models, structures, processes, and commercial frameworks.</li></ul></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p><br></p><p></p></section>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Job Description<br><p>Must have Skills : Python (Strong), Model Packaging &amp; Deployment (Strong), RAG Workflow (Strong), Prompt Engineering with LLMs (Strong)</p><br><p>Good To Have Skills : Vector Databases and Embeddings (Capable)</p><br><p>Job description: Generative AI developer (experience 1 to 2 years) Early-career AI/ML Engineer supporting the development and deployment of Generative AI solutions (LLMs, RAG systems). Focus on hands-on implementation, integration, and learning-by-delivery, under guidance.</p><br><p>Must Have: 1. Strong foundation in Python (data handling, APIs, scripts) 2. Understanding of APIs, Docker, or deployment workflows 3. Exposure to deploying ML/AI models (even in projects/internships) 4. Understanding of embeddings, retrieval flow 5. Hands-on exposure through projects 6. Experience working with GPT/Llama APIs 7. Ability to structure prompts and evaluate outputs 8. Vector Databases (Exposure Level) - Familiarity with FAISS / Chroma / Pinecone and basic usage in projects. 9. . ML Fundamentals: Core concepts - overfitting, evaluation metrics, basic algorithms. Ability to reason about model behavior.</p><br><p>Core Responsibilities (Execution Under Guidance) 1. Assist in building RAG-based GenAI solutions for enterprise use cases. 2. Develop Python-based services/APIs integrating LLMs. 3. Support data preprocessing, embeddings, and retrieval pipelines. 4. Contribute to model deployment and integration tasks. 5. Debug and improve existing pipelines under supervision. 6. Work closely with senior engineers to understand production constraints (latency, cost, accuracy)</p><br><p>Good to Have 1. LangChain / LlamaIndex exposure 2. Cloud basics (Azure / AWS / GCP) 3. Basic understanding of CI/CD or MLOps concepts 4. Internship/project experience in GenAI or ML use cases Experience &amp; Qualification 1. Bachelor's in Computer Science / Data Science or related field. 2. 12 years of experience in AI/ML (including internships and project work). 3. Exposure to at least one end-to-end ML/GenAI project (academic and professional).</p><br><br><br> </div><h2 data-automation-id="subHeaderPreferredCandidate" class="h5"> Preferred candidate </h2> <div class="row is-m v-align-top t-small bg-mute"> <div class="col is-3 p5" data-automation-id="label_Nationality"> <b>Nationality</b> </div> <div class="col is-9 p5" data-automation-id="data_Nationality"> Oman </div> </div>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> Job Description<br><p>Must have Skills : Python (Strong), Model Packaging &amp; Deployment (Strong), RAG Workflow (Strong), Prompt Engineering with LLMs (Strong)</p><br><p>Good To Have Skills : Vector Databases and Embeddings (Capable)</p><br><p>Job description: Generative AI developer (experience 1 to 2 years) Early-career AI/ML Engineer supporting the development and deployment of Generative AI solutions (LLMs, RAG systems). Focus on hands-on implementation, integration, and learning-by-delivery, under guidance.</p><br><p>Must Have: 1. Strong foundation in Python (data handling, APIs, scripts) 2. Understanding of APIs, Docker, or deployment workflows 3. Exposure to deploying ML/AI models (even in projects/internships) 4. Understanding of embeddings, retrieval flow 5. Hands-on exposure through projects 6. Experience working with GPT/Llama APIs 7. Ability to structure prompts and evaluate outputs 8. Vector Databases (Exposure Level) - Familiarity with FAISS / Chroma / Pinecone and basic usage in projects. 9. . ML Fundamentals: Core concepts - overfitting, evaluation metrics, basic algorithms. Ability to reason about model behavior.</p><br><p>Core Responsibilities (Execution Under Guidance) 1. Assist in building RAG-based GenAI solutions for enterprise use cases. 2. Develop Python-based services/APIs integrating LLMs. 3. Support data preprocessing, embeddings, and retrieval pipelines. 4. Contribute to model deployment and integration tasks. 5. Debug and improve existing pipelines under supervision. 6. Work closely with senior engineers to understand production constraints (latency, cost, accuracy)</p><br><p>Good to Have 1. LangChain / LlamaIndex exposure 2. Cloud basics (Azure / AWS / GCP) 3. Basic understanding of CI/CD or MLOps concepts 4. Internship/project experience in GenAI or ML use cases Experience &amp; Qualification 1. Bachelor's in Computer Science / Data Science or related field. 2. 12 years of experience in AI/ML (including internships and project work). 3. Exposure to at least one end-to-end ML/GenAI project (academic and professional).</p><br><br><br> </div><h2 data-automation-id="subHeaderPreferredCandidate" class="h5"> Preferred candidate </h2> <div class="row is-m v-align-top t-small bg-mute"> <div class="col is-3 p5" data-automation-id="label_Nationality"> <b>Nationality</b> </div> <div class="col is-9 p5" data-automation-id="data_Nationality"> Oman </div> </div>

<p><h4>Position summary</h4> <p>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools, equipment, and appliances to prepare baked foods.</p> <p>Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.</p> <p>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets.</p> <p>Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards.</p> <p>Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by supervisors.</p> <h4>Preferred qualification</h4> <ul> <li><strong>Education:</strong> Technical, trade, or vocational school degree.</li> <li><strong>Related work experience:</strong> At least 2 years of related work experience.</li> <li><strong>Supervisory experience:</strong> No supervisory experience.</li> <li><strong>License or certification:</strong> None.</li> </ul> <p>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.</p> <p>W Hotels’ mission is to ignite curiosity, expand worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels.</p> <p>In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work, begin your purpose, belong to an amazing global team, and become the best version of you.</p></p><p></p>

<p><h4>Position summary</h4> <p>Prepare breads and pastries, including preparing doughs and fillings, proofing, baking, and decorating as appropriate. Review production sheet to understand variety of baked goods to be produced daily. Prepare and cook food according to recipes, quality and presentation standards, and food prep checklists. Maintain kitchen logs for food safety program compliance. Keep chef informed of excess food items for planning of daily specials. Safely and appropriately use baking and measuring tools, equipment, and appliances to prepare baked foods.</p> <p>Follow and ensure compliance with food safety handling policies and procedures, including personal hygiene procedures. Check and ensure correct temperatures of kitchen appliances and food, and report issues to management. Monitor the quality of food prepared and portions served throughout shift.</p> <p>Assist management in hiring, training, scheduling, evaluating, counseling, disciplining, and motivating and coaching employees; serve as a role model. Follow all company policies and procedures, including safety and security; report accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets.</p> <p>Speak with others using clear and professional language and answer telephones using appropriate etiquette. Develop and maintain positive working relationships with others and support team to reach common goals; handle sensitive issues with tact, respect, and confidentiality. Serve as a department role model or mentor. Comply with quality expectations and standards.</p> <p>Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Move over sloping, uneven, or slippery surfaces. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Stand, sit, or walk for an extended period of time. Perform other reasonable job duties as requested by supervisors.</p> <h4>Preferred qualification</h4> <ul> <li><strong>Education:</strong> Technical, trade, or vocational school degree.</li> <li><strong>Related work experience:</strong> At least 2 years of related work experience.</li> <li><strong>Supervisory experience:</strong> No supervisory experience.</li> <li><strong>License or certification:</strong> None.</li> </ul> <p>At Marriott International, we are dedicated to being an equal opportunity employer, welcoming all and providing access to opportunity. We actively foster an environment where the unique backgrounds of our associates are valued and celebrated. Our greatest strength lies in the rich blend of culture, talent, and experiences of our associates. We are committed to non-discrimination on any protected basis, including disability, veteran status, or other basis protected by applicable law.</p> <p>W Hotels’ mission is to ignite curiosity, expand worlds. We are a place to experience life. We’re here to open doors and open minds. We are constantly inspired by new faces and new experiences. A tuned-in, up-for-anything spirit is at our core and has made us renowned for reinventing the norms of luxury around the globe. Whatever/Whenever is our culture and service philosophy that brings our guests’ passions to life. If you are original, innovative, and always looking towards the future of what’s possible, welcome to W Hotels.</p> <p>In joining W Hotels, you join a portfolio of brands with Marriott International. Be where you can do your best work, begin your purpose, belong to an amazing global team, and become the best version of you.</p></p><p></p>

<p><h4>Description</h4> <p>The role</p> <p>We are looking for a hands-on senior ML engineer to lead the development and operation of production-grade AI systems across LLMs, OCR, and voice. This role combines deep technical ownership with leadership of a high-performing team of junior engineers, as well as direct engagement with stakeholders to shape AI solutions.</p> <p><strong>Responsibilities:</strong></p> <ul> <li>Lead and mentor a team of highly talented junior ML engineers through:<br>   • Code reviews, design reviews, and technical direction<br>   • Enforcement of strong software engineering and ML best practices</li> <li>Design, deploy, and operate scalable AI systems with a focus on reliability and performance</li> <li>Lead production deployment of LLMs and multimodal systems (RAG, OCR, voice)</li> <li>Own <strong>model performance end-to-end</strong>, combining evaluation, observability, and hardware optimization:<br>   • Build evaluation pipelines (benchmarks, regression testing, LLM-as-judge)<br>   • Implement deep observability (tracing, latency, error tracking)<br>   • Optimize GPU utilization (multi-GPU serving, batching, quantization, memory tuning)<br>   • Continuously improve throughput, latency, and cost efficiency</li> <li>Architect and manage GPU infrastructure:<br>   • Model serving, load balancing, and scaling strategies<br>   • Hardware-aware deployment and performance tuning</li> <li>Build and maintain robust MLOps pipelines:<br>   • Model/version management, CI/CD, automated testing, and rollback strategies<br>   • Monitoring and feedback loops for continuous improvement</li> <li>Engage directly with clients and stakeholders to:<br>   • Gather and clarify business requirements<br>   • Translate non-technical needs into well-defined technical problems<br>   • Communicate solutions, trade-offs, and progress through clear documentation, reports, and proposals</li> <li>Contribute hands-on to system design, implementation, debugging, and production incident resolution</li> </ul> <p><strong>Requirements</strong></p> <ul> <li>Proven experience deploying LLMs in production</li> <li>Strong experience with GPU-based inference and optimization</li> <li>Solid backend engineering skills (Python, APIs, distributed systems)</li> <li>Experience with MLOps and production ML systems</li> <li>Experience with OCR/document AI and/or voice systems (STT/TTS)</li> <li>Experience with Docker and Kubernetes</li> <li>Strong understanding of modern AI architectures (RAG, vector DBs, agent workflows)</li> <li>Experience mentoring or leading engineers</li> <li>Strong communication skills with the ability to bridge business and technical domains</li> </ul> <p><strong>Nice to have:</strong></p> <ul> <li>Experience with open-weight models (Qwen, Llama, DeepSeek, Gemma)</li> <li>Experience with on-prem / sovereign AI deployments</li> <li>Experience with LoRA / fine-tuning</li> <li>Multilingual or Arabic NLP experience</li> </ul></p><p></p>

<p><h4>Description</h4> <p>The role</p> <p>We are looking for a hands-on senior ML engineer to lead the development and operation of production-grade AI systems across LLMs, OCR, and voice. This role combines deep technical ownership with leadership of a high-performing team of junior engineers, as well as direct engagement with stakeholders to shape AI solutions.</p> <p><strong>Responsibilities:</strong></p> <ul> <li>Lead and mentor a team of highly talented junior ML engineers through:<br>   • Code reviews, design reviews, and technical direction<br>   • Enforcement of strong software engineering and ML best practices</li> <li>Design, deploy, and operate scalable AI systems with a focus on reliability and performance</li> <li>Lead production deployment of LLMs and multimodal systems (RAG, OCR, voice)</li> <li>Own <strong>model performance end-to-end</strong>, combining evaluation, observability, and hardware optimization:<br>   • Build evaluation pipelines (benchmarks, regression testing, LLM-as-judge)<br>   • Implement deep observability (tracing, latency, error tracking)<br>   • Optimize GPU utilization (multi-GPU serving, batching, quantization, memory tuning)<br>   • Continuously improve throughput, latency, and cost efficiency</li> <li>Architect and manage GPU infrastructure:<br>   • Model serving, load balancing, and scaling strategies<br>   • Hardware-aware deployment and performance tuning</li> <li>Build and maintain robust MLOps pipelines:<br>   • Model/version management, CI/CD, automated testing, and rollback strategies<br>   • Monitoring and feedback loops for continuous improvement</li> <li>Engage directly with clients and stakeholders to:<br>   • Gather and clarify business requirements<br>   • Translate non-technical needs into well-defined technical problems<br>   • Communicate solutions, trade-offs, and progress through clear documentation, reports, and proposals</li> <li>Contribute hands-on to system design, implementation, debugging, and production incident resolution</li> </ul> <p><strong>Requirements</strong></p> <ul> <li>Proven experience deploying LLMs in production</li> <li>Strong experience with GPU-based inference and optimization</li> <li>Solid backend engineering skills (Python, APIs, distributed systems)</li> <li>Experience with MLOps and production ML systems</li> <li>Experience with OCR/document AI and/or voice systems (STT/TTS)</li> <li>Experience with Docker and Kubernetes</li> <li>Strong understanding of modern AI architectures (RAG, vector DBs, agent workflows)</li> <li>Experience mentoring or leading engineers</li> <li>Strong communication skills with the ability to bridge business and technical domains</li> </ul> <p><strong>Nice to have:</strong></p> <ul> <li>Experience with open-weight models (Qwen, Llama, DeepSeek, Gemma)</li> <li>Experience with on-prem / sovereign AI deployments</li> <li>Experience with LoRA / fine-tuning</li> <li>Multilingual or Arabic NLP experience</li> </ul></p><p></p>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p><strong>Area &amp; Key Responsibilities</strong></p><p><strong>Research &amp; Innovation</strong></p><ul><li>Conduct high-impact AI research aligned with AIAC's strategic themes, including healthcare, Energy, natural Resources, Education, and NLP.</li><li>Develop novel models, algorithms, and architectures that address real-world challenges in Oman and the broader GCC region.</li></ul><p><strong>Platform &amp; System Development</strong></p><ul><li>Design and build AI-powered applications and platforms.</li><li>Contribute to active projects under AIAC, including diagnostic AI systems, smart communication tools, and applied data science solutions for government and industry.</li></ul><p><strong>Grant Proposal Writing</strong></p><ul><li>Co-author and lead research grant proposals targeting national (TRC, URG) and international funding bodies.</li><li>Manage deliverables and milestones for funded projects.</li></ul><p><strong>Publication &amp; Dissemination</strong></p><ul><li>Publish research outcomes in high-quality peer-reviewed journals and present at international conferences.</li><li>Represent AIAC at academic and industry events globally.</li></ul><p><strong>Mentorship &amp; Training</strong></p><ul><li>Supervise graduate students and junior researchers.</li><li>Contribute to AI training programs and workshops aimed at capacity building across academic and professional communities.</li></ul><p><strong>Collaboration &amp; Partnerships</strong></p><ul><li>Engage with national institutions, industry partners, and international collaborators (including partner universities and research networks) to broaden AIAC's research impact and visibility.</li></ul><p><strong>Core Technical Skills &amp; Tools</strong></p><p><strong>AI/ML Frameworks</strong></p><ul><li>Python, R / TensorFlow / Keras / PyTorch / Scikit-learn</li><li>Hugging Face Transformers</li></ul><p><strong>Research Domains</strong></p><ul><li>Computer Vision / Natural Language Processing / Explainable AI (XAI) / Healthcare &amp; Clinical AI / GeoAI / Remote Sensing</li></ul><p><strong>Data &amp; Dev Tools</strong></p><ul><li>SQL / NoSQL Databases / Docker / Cloud (AWS, Azure) / Node.js / REST APIs / Git / GitHub</li></ul><p><strong>Personal Attributes &amp; Professional Competencies</strong></p><ul><li>Self-motivated, with a high capacity for independent and collaborative research.</li><li>Strong analytical and problem-solving mindset applied to real-world AI challenges.</li><li>Excellent interpersonal skills and ability to work within multicultural, international teams.</li><li>High ethical standards in research, data governance, and AI deployment.</li><li>Commitment to knowledge transfer and training of the next generation of AI professionals.</li><li>Adaptability and resilience in a dynamic, fast-evolving research environment.</li></ul><p><strong>Application Process</strong></p><ul><li>Updated curriculum vitae (CV) including full publication list.</li><li>Cover letter describing your research vision and alignment with AIAC priorities.</li><li>Copies of three representative publications or technical reports.</li><li>Names and contact details of three academic or professional referees.</li><li>Certified copy of PhD degree certificate and academic transcripts.</li></ul></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li>PhD in the field of specialization (Master s degree &amp; Bachelor's degree should be in the same field of general specialization) from a recognized university.</li><li>Strong publication record in peer-reviewed AI/ML venues (IEEE, ACM, Springer, etc.)</li><li>Demonstrated expertise in machine learning, deep learning, or NLP.</li><li>Hands-on AI/ML development skills (Python,TensorFlow, PyTorch, or equivalent).</li><li>Ability to independently lead and manage research projects.</li><li>Excellent written and oral communication skills in English.</li></ul><p><strong>Preferred Qualifications</strong></p><ul><li>Experience in Explainable AI (XAI), GeoAI, or Healthcare AI</li><li>Familiarity with GIS, remote sensing, or satellite imagery analysis</li><li>Experience developing AI-powered platforms or clinical decision support systems</li><li>Knowledge of SHAP, LIME, TabNet, or similar interpretable ML tools</li><li>Prior grant writing or research funding acquisition experience</li><li>Experience mentoring graduate students or junior researchers</li></ul><p></p></section>