مراقب وثائق

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span>Master Works is seeking a highly experienced Pre-sales, Senior Engineer who will serve as a trusted technical advisor throughout the sales lifecycle, partnering with sales teams, technology partners, and customers to design innovative digital transformation solutions.<br> The role is responsible for understanding customer business challenges, defining solution architectures, preparing winning technical proposals, leading technical engagements, and supporting strategic opportunities across Data, Cloud, Artificial Intelligence (AI), Application Modernization, and Integration domains.<br> The ideal candidate should combine strong technical expertise with commercial awareness and exceptional presentation and communication skills to drive successful business outcome.<br> Key Responsibilities: Engage with customers to understand business objectives, functional requirements, and technical challenges.<br> Design end-to-end solution architectures that align with customer requirements and enterprise architecture principles.<br> Develop scalable, secure, and cost-effective solutions across Cloud, Data, Artificial Intelligence (AI), Application Modernization, and Integration domains.<br> Recommend the most suitable technologies, products, and implementation approaches.<br> Lead customer discovery workshops and technical requirements gathering sessions.<br> Present technical solutions and conduct product demonstrations for customers and stakeholders.<br> Build and maintain trusted relationships with customer technical teams, enterprise architects, and business stakeholders.<br> Collaborate with strategic technology partners to position joint solutions.<br> Work closely with Sales, Delivery, Consulting, Product Management, and PMO teams throughout the sales cycle.<br> Prepare high-quality technical proposals, solution documents, Statements of Work (SOWs), and responses to RFPs/RFIs/RFQs.<br> Support the sales team during customer meetings, technical presentations, and solution discussions.<br> Provide knowledge transfer and technical handover to delivery teams after project award.<br> Mentor and support junior presales engineers while contributing to the development of internal best practices.<br> Maintain version control and ensure consistency, accuracy, and quality across all technical and proposal documentation.<br> Ensure compliance with internal standards, customer requirements, and industry best practices.<br> Stay up to date with emerging technologies, market trends, and competitive solutions in Cloud, Data, AI, and Digital Transformation.<br> Bachelor's degree in Computer Science, IT, or a related field (Master's is a plus).<br> 7+ years of experience in Presales, Solution Consulting, or Solution Architecture.<br> Strong knowledge of Cloud, Data, AI, Application Modernization, and Integration solutions.<br> Experience in solution design, technical proposals, and RFP/RFI responses.<br> Understanding of databases, data platforms, and enterprise architecture.<br> Excellent technical writing, presentation, and communication skills.<br> Experience working with cross-functional teams and customer stakeholders.<br> Familiarity with proposal management and document authoring tools.<br> Strong analytical, problem-solving, and stakeholder management skills.<br> Ability to manage multiple opportunities and work in a fast-paced environment.<br> Job Location: HQ</span> </div>

<p>At ISYS, we re growing our team and looking for a talented Watson AI Engineer with proven experience in IBM Watson Assistant and Watson Discovery. As we continue to scale up our operations, we need professionals who can design, implement, and customize AI-driven solutions for virtual assistants and intelligent search.</p><p><b><br></b></p><p><b>Key Responsibilities:</b></p><ul><li>Design, develop, and deploy conversational AI solutions using IBM Watson Assistant to deliver seamless user experiences.</li><li>Implement and customize IBM Watson Discovery for intelligent document insights, search capabilities, and content analysis.</li><li>Train, fine-tune, and optimize AI models to enhance Natural Language Understanding (NLU) accuracy and performance.</li><li>Integrate Watson Assistant and Discovery with third-party applications, APIs, and backend systems.</li><li>Lead Proof of Concepts (POCs), conduct product demos, and present AI capabilities to clients.</li><li>Collaborate with stakeholders to gather requirements and develop tailored AI solutions to meet business needs.</li><li>Provide technical support during implementation to ensure smooth deployment and client satisfaction.</li><li>Document processes, workflows, and best practices for AI implementation and handovers.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li>Proven hands-on experience with IBM Watson Assistant and Watson Discovery.</li><li>Strong understanding of conversational AI, NLP (Natural Language Processing), and AI solution workflows.</li><li>Proficiency in Python or similar programming languages for customization and integration.</li><li>Experience with REST APIs, JSON, and cloud platforms such as IBM Cloud, AWS, or Azure.</li><li>Demonstrated ability to develop and optimize AI models for real-world applications.</li><li>Experience conducting POCs, client-facing demos, and solution presentations.</li><li>Strong analytical, problem-solving, and communication skills.</li></ul>

<h2 class="h5">Job description</h2> <div class="t-break" data-jb-field="description"> <span><b>Join Us</b> <br></span><p>At Vodafone, we’re not just shaping the future of connectivity for our customers – we’re shaping the future for everyone who joins our team. When you work with us, you’re part of a global mission to connect people, solve complex challenges, and create a sustainable and more inclusive world. If you want to grow your career whilst finding the perfect balance between work and life, Vodafone offers the opportunities to help you belong and make a real impact.</p><br><br><br><b>What you’ll do</b> <br>Support and maintain IT systems, including servers, Citrix environments, databases, applications, and printing services. Troubleshoot technical issues, monitor system performance, perform regular maintenance and backups, and provide Level 2 support to users. Work closely with internal teams and vendors to ensure smooth daily operations, system reliability, and continuous improvement of IT services.<br><br><br><b>Who you are</b> <br><p><strong><u>Key Responsibilities</u></strong></p><br> <p><strong>1. Infrastructure &amp; System Administration</strong></p><br> <ul> <li>Assist in the administration and maintenance of Windows and Linux servers.</li> <li>Monitor system health, availability, and performance using enterprise monitoring tools.</li> <li>Perform routine system maintenance, patching, and software updates.</li> <li>Support backup, recovery, and disaster recovery activities.</li> <li>Maintain system documentation, configuration records, and operational procedures.</li> </ul> <p><strong>2. Citrix &amp; Virtual Desktop Infrastructure (VDI)</strong></p><br> <ul> <li>Support the administration of Citrix Virtual Apps &amp; Desktops environments.</li> <li>Assist in managing StoreFront, Delivery Controllers, Citrix ADC (NetScaler), and machine catalogs.</li> <li>Create and maintain Delivery Groups, Machine Catalogs, and Citrix policies.</li> <li>Troubleshoot user access, performance, and connectivity issues.</li> <li>Support software deployment and image updates using MCS/PVS.</li> <li>Escalate complex issues to senior engineers when required.</li> </ul> <p><strong>3. Enterprise Printing Infrastructure</strong></p><br> <ul> <li>Support enterprise printing solutions, print servers, and printer management.</li> <li>Install and configure printers, print queues, and printer drivers.</li> <li>Troubleshoot printing issues and user access problems.</li> <li>Assist in maintaining Follow-Me Printing and document management integrations.</li> <li>Coordinate with vendors for hardware replacement and issue resolution.</li> </ul> <p><strong>4. SQL Server &amp; Database Support</strong></p><br> <ul> <li>Assist in administering Microsoft SQL Server environments.</li> <li>Monitor SQL Server health, disk space, and database performance.</li> <li>Perform scheduled backup and restore activities.</li> <li>Support SQL Server patching and maintenance activities.</li> <li>Execute basic SQL queries and assist with database troubleshooting.</li> <li>Work with application teams to resolve database-related incidents.</li> </ul> <p><strong>5. Enterprise Application Support</strong></p><br> <ul> <li>Provide Level 2 technical support for enterprise applications.</li> <li>Assist with application installation, configuration, and deployment activities.</li> <li>Support application integrations with databases and infrastructure components.</li> <li>Troubleshoot application issues and coordinate with vendors when necessary.</li> <li>Maintain application configuration and operational documentation.</li> </ul> <p><strong>6. Service Operations</strong></p><br> <ul> <li>Respond to incidents, service requests, and operational alerts within agreed SLAs.</li> <li>Participate in change implementation following organizational change management procedures.</li> <li>Perform daily operational health checks and preventive maintenance.</li> <li>Maintain accurate incident records and update knowledge base articles.</li> <li>Support root cause analysis by collecting logs and technical information.</li> </ul> <p><strong>7. Collaboration &amp; Continuous Learning</strong></p><br> <ul> <li>Work closely with senior system administrators, application teams, and vendors.</li> <li>Participate in infrastructure projects and system upgrades.</li> <li>Continuously develop technical knowledge through training and certifications.</li> <li>Follow IT security policies, operational procedures, and compliance requirements.</li> <li>Contribute ideas for process automation and service improvement.</li> </ul><br><br><b>Not a perfect fit?</b> <br><p>Worried that you don’t meet all the desired criteria exactly? At Vodafone we are passionate about empowering people and creating a workplace where everyone can thrive, whatever their personal or professional background. If you’re excited about this role but your experience doesn’t align exactly with every part of the job description, we encourage you to still apply as you may be the right candidate for this role or another opportunity.</p><br><br><br><b>What's in it for you</b> <br><p><strong>Qualifications Required</strong></p><br> <ul> <li>Bachelor's Degree in Computer Science, Information Technology, or related field.</li> <li>0–3 years of experience in IT Infrastructure or System Administration.</li> <li>Basic understanding of Windows Server administration.</li> <li>Familiarity with Active Directory, DNS, DHCP, and Group Policy.</li> <li>Basic knowledge of Citrix Virtual Apps &amp; Desktops is an advantage.</li> <li>Basic knowledge of Microsoft SQL Server administration.</li> <li>Exposure to Linux operating systems is preferred.</li> <li>Understanding of networking fundamentals (TCP/IP, DNS, VPN, Firewalls).</li> <li>ITIL Foundation certification is an advantage.</li> <li>Microsoft or Citrix certifications are considered a plus.</li> </ul> <p><strong>Skills &amp; Knowledge</strong></p><br> <ul> <li>Basic knowledge of Windows Server administration.</li> <li>Understanding of Active Directory, Group Policy, DNS, and DHCP.</li> <li>Familiarity with Citrix Virtual Apps &amp; Desktops environments.</li> <li>Basic knowledge of Microsoft SQL Server backup, restore, and monitoring.</li> <li>Understanding of virtualization technologies such as VMware or Hyper-V.</li> <li>Basic PowerShell and SQL scripting knowledge.</li> <li>Good troubleshooting and analytical skills.</li> <li>Strong willingness to learn new technologies.</li> <li>Good communication and teamwork skills.</li> <li>Ability to prioritize tasks and work in a fast-paced environment.</li> <li>Customer-focused with a proactive approach to problem solving.</li> <li>Understanding of ITIL concepts, including Incident, Change, and Problem Management.</li> </ul><br><br><b>Who we are</b> <br><p>We are a leading international Telco, serving millions of customers. At Vodafone, we believe that connectivity is a force for good. If we use it for the things that really matter, it can improve people's lives and the world around us. Through our technology we empower people, connecting everyone regardless of who they are or where they live and we protect the planet, whilst helping our customers do the same.</p><br> <p>Belonging at Vodafone isn't a concept; it's lived, breathed, and cultivated through everything we do. You'll be part of a global and diverse community, with many different minds, abilities, backgrounds and cultures. ;We're committed to increase diversity, ensure equal representation, and make Vodafone a place everyone feels safe, valued and included.</p><br> <p>If you require any reasonable adjustments or have an accessibility request as part of your recruitment journey, for example, extended time or breaks in between online assessments, please refer to https://careers.vodafone.com/application-adjustments/ for guidance.</p><br> <p>Together we can.</p><br><br><br><br> </div>

<strong>About Madar<br><br></strong>Madar is a leading Saudi digital logistics platform, owned by Elm, transforming transportation management<br><br>across industries.<br><br>Madar connects shippers, carriers, and logistics partners through a unified ecosystem that improves visibility,<br><br>efficiency, automation, and shipment execution.<br><br>The platform enables seamless shipment management, financial integration, real-time tracking, and<br><br>operational visibility, helping businesses move freight with greater speed, transparency, and confidence.<br><br><strong>About The Role<br><br></strong>Madar is looking for an experienced and hands-on Mid-Senior AI Engineer to design, build, and<br><br>productionize AI capabilities across our logistics platform.<br><br>The role combines Generative AI, AI agents, Retrieval-Augmented Generation (RAG), intelligent<br><br>automation, and applied machine learning to solve real logistics and operational problems.<br><br>You will work closely with Product, Engineering, DevOps/Platform, Data, Security, and Operations teams to<br><br>take AI solutions from business requirements and prototypes into reliable production services.<br><br>The role will also help drive AI adoption across Madar's engineering organization by establishing reusable AI<br><br>development patterns, tools, standards, and engineering practices.<br><br>The ideal candidate combines strong software engineering fundamentals with hands-on experience building<br><br>production-grade AI and LLM applications.<br><br><strong>Key Responsibilities<br><br></strong>AI Product Development<br><br><ul><li> Design and build AI-powered logistics capabilities such as shipment assistants, customer-support assistants,<br><br></li></ul>operational copilots, document intelligence, exception-handling workflows, and intelligent automation.<br><br><ul><li> Contribute to predictive AI use cases such as ETA prediction, anomaly detection, operational risk<br><br></li></ul>identification, and shipment-related forecasting where appropriate.<br><br><ul><li> Translate product, business, and operational requirements into practical and reliable AI solutions</li><li> Work closely with Product and Engineering teams to move AI capabilities from proof-of-concept to<br><br></li></ul>production.<br><br><ul><li> Design reusable AI components and services that can be consumed across multiple Madar products and<br><br></li></ul>engineering teams.<br><br><ul><li> Integrate AI services with Madar's existing Angular, Node.js, API, event-driven, and backend<br><br></li></ul>platforms<br><br><strong>LLM &amp; RAG Engineering<br><br></strong><ul><li> Design, build, and maintain Retrieval-Augmented Generation pipelines using embeddings, vector<br><br></li></ul>databases, structured data, unstructured documents, and logistics-domain information.<br><br><ul><li> Implement effective document ingestion, chunking, indexing, retrieval, reranking, and<br><br></li></ul>context-management strategies.<br><br><ul><li> Build AI applications using leading LLM platforms such as Claude, OpenAI, Azure OpenAI, Gemini, or<br><br></li></ul>equivalent enterprise AI platforms.<br><br><ul><li> Use AI frameworks such as LangChain, LangGraph, Semantic Kernel, LlamaIndex, or equivalent<br><br></li></ul>frameworks where appropriate.<br><br><ul><li> Design model-agnostic architectures that allow Madar to evaluate and adopt different models based on<br><br></li></ul>capability, reliability, latency, security, and cost.<br><br><ul><li> Improve retrieval relevance, grounding, response accuracy, and overall application reliability</li><li> Design structured output and tool-calling patterns to reliably connect LLMs with business applications and<br><br></li></ul>backend services.<br><br>AI Agents &amp; Intelligent Automation<br><br><ul><li> Design and develop AI agents for logistics workflows such as dispatch assistance, customer support,<br><br></li></ul>shipment exception handling, operations support, and internal productivity.<br><br><ul><li> Build reliable agentic workflows that combine LLM reasoning, deterministic business rules, APIs, enterprise<br><br></li></ul>data, and external systems.<br><br><ul><li> Implement appropriate state management, memory, tool usage, workflow orchestration, and human<br><br></li></ul>approval steps.<br><br><ul><li> Define boundaries between AI-driven decisions and deterministic application logic</li><li> Design human-in-the-loop workflows where AI-generated decisions or actions require review or approval</li><li> Ensure AI agents operate within clearly defined permissions and business boundaries<br><br></li></ul><strong>AI Evaluation &amp; Quality Engineering<br><br></strong><ul><li> Design evaluation frameworks and test datasets for measuring AI system performance</li><li> Evaluate solutions across dimensions including retrieval quality, groundedness, hallucination rate, task<br><br></li></ul>completion and success rate, response quality, accuracy, latency, reliability, token consumption, and cost.<br><br><ul><li> Establish regression testing for prompts, retrieval pipelines, models, tools, and agent workflows</li><li> Develop golden datasets and benchmark scenarios for critical Madar AI use cases</li><li> Apply human evaluation, automated evaluation, and LLM-as-a-judge approaches where appropriate</li><li> Continuously measure production AI performance and identify opportunities for improvement<br><br></li></ul>AI Security, Governance &amp; Responsible AI<br><br><ul><li> Apply secure AI engineering practices to protect Madar's customers, systems, and business data</li><li> Implement controls against prompt injection, indirect prompt injection, sensitive information leakage,<br><br></li></ul>unauthorized data access, excessive agent permissions, unsafe tool execution, and cross-user or<br><br>cross-tenant data exposure.<br><br><ul><li> Design secure authorization models for RAG applications and AI agents</li><li> Ensure AI applications respect existing application-level access controls and data boundaries</li><li> Apply secure secrets management and authentication when integrating AI services with internal and<br><br></li></ul>external systems.<br><br><ul><li> Support auditability by implementing appropriate logging, tracing, and monitoring of AI interactions and<br><br></li></ul>actions.<br><br><ul><li> Work with Security and Platform teams to establish practical AI governance and security standards<br><br></li></ul>Engineering AI Adoption<br><br><ul><li> Drive practical adoption of Claude Code and other AI-assisted development tools across Madar<br><br></li></ul>engineering teams.<br><br><ul><li> Develop reusable AI skills, subagents, prompt templates, engineering instructions, and development<br><br></li></ul>workflows.<br><br><ul><li> Help engineers use AI effectively for coding, unit and integration testing, code reviews, debugging,<br><br></li></ul>documentation, refactoring, application migrations, and infrastructure and automation tasks.<br><br><ul><li> Establish practical standards and engineering playbooks for AI-assisted software development</li><li> Identify engineering workflows where AI can improve development velocity, quality, or operational<br><br></li></ul>efficiency.<br><br><ul><li> Support engineering teams in using AI responsibly without compromising software quality, security, or<br><br></li></ul>maintainability.<br><br><strong>AI Platform, Production &amp; MLOps<br><br></strong><ul><li> Design AI services for scalability, availability, maintainability, and production readiness</li><li> Build APIs and reusable services that allow AI functionality to be consumed by different Madar applications</li><li> Work with DevOps and Platform teams to establish CI/CD practices for AI applications</li><li> Implement observability for AI services, including application tracing, model and prompt performance,<br><br></li></ul>request latency, token usage, model cost, error rates, and retrieval performance.<br><br><ul><li> Monitor production AI applications and continuously identify operational or quality issues</li><li> Optimize solutions based on quality, latency, throughput, infrastructure cost, and model/API cost</li><li> Support versioning and controlled rollout of models, prompts, embeddings, retrieval strategies, and agent<br><br></li></ul>workflows.<br><br>Applied Machine Learning<br><br>Where business use cases require traditional machine learning rather than LLM-based approaches:<br><br><ul><li> Build or support predictive models for use cases such as ETA prediction, anomaly detection, classification,<br><br></li></ul>forecasting, or operational intelligence.<br><br><ul><li> Perform feature engineering and model evaluation using historical operational data</li><li> Select appropriate statistical, machine-learning, or deep-learning techniques based on the problem rather<br><br></li></ul>than defaulting to LLM-based solutions.<br><br><ul><li> Work with Data and Platform teams to operationalize ML models where required<br><br></li></ul><strong>Preferred Qualifications<br><br></strong><ul><li> Experience with Node.js / TypeScript and integration with modern web application architectures</li><li> Experience with Angular or similar frontend frameworks is an advantage</li><li> Experience with logistics, transportation, supply chain, e-commerce, or B2B technology platforms</li><li> Experience implementing AI agents in production environments</li><li> Experience with Claude Code or similar AI-assisted software-development platforms</li><li> Experience with MLOps, AI observability, model lifecycle management, or AI production infrastructure</li><li> Experience with traditional machine-learning frameworks such as scikit-learn, XGBoost, LightGBM, PyTorch,<br><br></li></ul>or equivalent.<br><br><ul><li> Experience with OCR, document intelligence, document classification, or intelligent document processing</li><li> Experience with fine-tuning, model customization, or parameter-efficient fine-tuning techniques</li><li> Experience working with Azure AI services, Azure OpenAI, or other cloud-based AI platforms</li><li> Experience implementing enterprise AI security, AI governance, or responsible-AI practices</li><li> Experience designing AI solutions for multi-tenant, enterprise, or B2B SaaS platforms<br><br></li></ul>What Success Looks Like<br><br><strong>A successful AI Engineer in this role will:<br><br></strong><ul><li> Deliver AI capabilities that solve measurable logistics and operational problems</li><li> Move AI solutions beyond prototypes into reliable, secure, and observable production services</li><li> Build reusable AI patterns and services instead of isolated one-off implementations</li><li> Establish measurable standards for AI quality, reliability, latency, and cost</li><li> Enable engineering teams to use AI tools effectively and responsibly</li><li> Help Madar develop a scalable AI engineering capability that can support multiple products and business<br><br></li></ul>use cases over time.<br><br>Mid-Senior AI Engineer - Generative AI &amp; Agents<br><br><strong>Requirements<br><br></strong><ul><li> Bachelor's degree in Computer Science, Software Engineering, Artificial Intelligence, Data Science, or a<br><br></li></ul>related technical field.<br><br><ul><li> 4+ years of software engineering experience, including approximately 1-2+ years of hands-on<br><br></li></ul>experience building LLM or Generative AI applications.<br><br><ul><li> Strong programming skills in Python</li><li> Strong understanding of software engineering principles, APIs, distributed systems, and production<br><br></li></ul>application development.<br><br><ul><li> Practical experience building RAG applications, including embeddings, vector databases, document<br><br></li></ul>processing, and retrieval techniques.<br><br><ul><li> Experience designing and developing AI agents, tool-calling systems, and multi-step LLM workflows</li><li> Hands-on experience with AI frameworks such as LangChain, LangGraph, Semantic Kernel, LlamaIndex, or<br><br></li></ul>equivalent.<br><br><ul><li> Hands-on experience with major LLM platforms such as Claude, OpenAI, Azure OpenAI, Gemini, or<br><br></li></ul>equivalent.<br><br><ul><li> Experience integrating AI capabilities into production applications and backend services</li><li> Understanding of AI evaluation, prompt testing, RAG evaluation, and AI application quality measurement</li><li> Understanding of production AI concerns including reliability, latency, scalability, security, observability,<br><br></li></ul>and cost.<br><br><ul><li> Strong product mindset with the ability to translate AI capabilities into practical business solutions</li><li> Strong analytical and problem-solving capabilities</li><li> Good communication skills and ability to collaborate across Product, Engineering, Data, Security, Platform,<br><br></li></ul>and Operations teams

Company Description IGE Educational Services LTD is a global holding company that owns three pioneering educational brands—The IG Club, The IG School, and Mapout—operating across multiple countries. Registered in both Egypt and the UK, IGE partners with more than 100 schools in Egypt and over 350 universities worldwide. The company provides educational counseling to students and parents, connecting hundreds of learners each year with high-quality secondary and higher education opportunities globally. IGE also offers consultancy to schools and universities seeking to enhance their academic offerings, marketing, and student recruitment strategies. Since its launch in 2012, IGE has been expanding its reach with a professional team committed to improving access to world-class education.<br>Role Overview The Office Manager role at IGE Education - The IG Club is a full-time, on-site position based in Cairo, Egypt. The Office Manager will oversee day-to-day office operations, including managing schedules, maintaining office supplies, and ensuring a professional and efficient work environment. Responsibilities include supervising administrative processes, coordinating meetings and events, handling incoming inquiries, and supporting internal communication across teams. The role also involves maintaining office equipment, liaising with external vendors and service providers, and assisting with basic record-keeping and documentation. The Office Manager will collaborate closely with leadership and staff to support smooth operations and a positive experience for students, parents, and partners visiting the office.<br>Job Description: • Manage day-to-day office operations and ensure the office environment is organised, professional, and fully functional at all times• Monitor and replenish office supplies, consumables, and equipment proactively — never wait to be asked• Serve as the first point of contact for all office visitors — greet, register, and direct with professionalism• Maintain an organised physical and digital filing system for all Operations documents, contracts, and records• Handle incoming and outgoing correspondence (mail, courier, and parcels)• Coordinate all company events from brief to execution — including venue booking, catering, invitations, materials, A/V setup, and day-of logistics• Manage RSVPs and finalise headcounts for all events at least one week in advance• Set up and oversee event spaces on the day; ensure setup is complete before guests arrive• Conduct post-event expense reconciliation within 3 business days and submit receipts to Finance• Maintain an events calendar and flag upcoming events to the Operations Manager with adequate lead time• Arrange all team travel bookings — flights, hotels, ground transport, and visas where applicable• Seek and confirm Operations Manager approval before confirming any booking• Ensure all travellers have complete itineraries, confirmations, and necessary documents before departure• Track travel expenses and submit for reconciliation promptly upon return• Support the Operations Manager and leadership team with meeting logistics — room booking, setup, refreshments, and technology• Prepare and circulate meeting agendas in advance of scheduled meetings• Take accurate minutes during company and team meetings and circulate within 24 hours of the meeting• Maintain and update team calendars and flag scheduling conflicts proactively• Maintain a well-structured, accessible filing system for all company documents — physical and digital• Ensure all documents are correctly named, filed, and version-controlled• Retrieve documents and information quickly upon request from any team member• Support the Operations Manager in preparing reports, presentations, and formal communications Qualifications:• 2 to 3 years of experience in office management, administration, or coordination• Experience in an educational or professional services environment Familiarity with CRM or project management tools (e.g. Zoho, Notion, Trello) Fluent in Arabic (native) and English — written and spoken Strong Office Administration and Administrative Assistance skills, including scheduling, document management, and coordination of daily operations. Proficiency in Customer Service and Communication, with the ability to interact professionally with students, parents, partners, and internal teams. Hands-on experience with Office Equipment such as printers, scanners, and basic IT tools, and the ability to troubleshoot common issues. Solid organizational and time-management abilities, with attention to detail and the capacity to prioritize multiple tasks. Comfort with productivity software (e.g., MS Office or Google Workspace) and willingness to learn new systems and tools. Previous experience in an office management or administrative role; experience in education or consulting environments is an advantage. Bachelor’s degree in Business Administration, Management, or a related field preferred, or equivalent practical experience. Ability to work on-site in Cairo, maintain confidentiality, and contribute to a respectful, inclusive, and collaborative workplace.

<p><h4>About Al-Futtaim Group</h4> <p>Established in the 1930s as a trading business, Al-Futtaim Group today is one of the most diversified and progressive, privately held regional businesses headquartered in Dubai, United Arab Emirates. Structured into five operating divisions; automotive, financial services, real estate, retail and healthcare; employing more than 35,000 employees across more than 20 countries in the Middle East, Asia and Africa, Al-Futtaim Group partners with over 200 of the world's most admired and innovative brands. Al-Futtaim Group’s entrepreneurship and relentless customer focus enables the organization to continue to grow and expand; responding to the changing needs of our customers within the societies in which we operate.</p> <p>By upholding our values of respect, excellence, collaboration and integrity; Al-Futtaim Group continues to enrich the lives and aspirations of our customers each and every day.</p> <h4>Overview of the role</h4> <p>The QA/QC Manager is pivotal in ensuring construction quality and compliance across projects, directly protecting the company's investment by minimizing defects and rework costs. The role demands mastery of the Quality Management System, leadership in monitoring various entities' compliance, and strategic execution of continuous improvement initiatives tailored to project specifications and standards. Success in this position involves effective collaboration with project teams, supervision consultants, and contractors, alongside robust documentation management and regulatory adherence, ultimately culminating in seamless project handover and client satisfaction.</p> <h4>What you will do</h4> <strong>Quality Management System</strong><br> <ul> <li>Develop, implement, and maintain the Quality Management System (QMS) across assigned projects in accordance with company procedures and international quality standards.</li> <li>Ensure successful implementation of QMS across all assigned projects.</li> </ul> <strong>Supervision and Evaluation</strong><br> <ul> <li>Monitor and evaluate the performance of Supervision Consultants to ensure effective quality control, timely inspections, contract compliance, and proper administration of quality processes.</li> <li>Hire good calibres for the supervision team and enhance documentation cycle and quality of submittals.</li> <li>Increase quality audits and ensure compliance with company policies, health & safety requirements, environmental regulations, Egyptian Building Codes, and applicable international quality standards.</li> </ul> <strong>Contractor Compliance</strong><br> <ul> <li>Monitor Contractors' compliance with approved drawings, technical specifications, method statements, Egyptian Codes, and contractual requirements.</li> <li>Reduce rejected or approved with comments submissions and ensure reduction in recurring quality defects through continuous improvement initiatives.</li> </ul> <strong>Documentation Management</strong><br> <ul> <li>Manage the complete QA/QC documentation cycle ensuring proper recording, tracking, filing, and retrieval of all quality records.</li> <li>Ensure documentation compliance rate and audit readiness.</li> <li>Review and monitor Inspection Requests (IRs), Material Inspection Requests (MIRs), Method Statements, Material Submittals, RFIs, Mock-ups, and Testing Reports.</li> <li>Review, monitor, and ensure timely closure of Non-Conformance Reports (NCRs), Corrective Action Requests (CARs), Preventive Actions, and Quality Observations.</li> </ul> <strong>Project Collaboration</strong><br> <ul> <li>Participate in project milestone inspections, snagging, de-snagging, practical completion, and final handover processes.</li> <li>Ensure snag closure rate before handover and compliance with company quality objectives.</li> </ul> <h4>Required skills to be successful</h4> <ul> <li>Proficiency in quality management systems and document control processes.</li> <li>Strong command of Microsoft Office and AutoCAD.</li> <li>Excellent analytical and reporting skills.</li> <li>Leadership and people development.</li> </ul> <h4>What qualifies you for the role</h4> <ul> <li>Bachelor’s degree in civil engineering or architectural engineering.</li> <li>Minimum 10 years of progressive experience in Quality Assurance & Quality Control within the construction or real estate development industry.</li> <li>Proven experience delivering large-scale residential, commercial, mixed-use, and infrastructure developments in Egypt.</li> <li>Extensive knowledge of Egyptian Building Codes, construction specifications, and international quality standards.</li> </ul> <h4>About Al-Futtaim Group Real Estate</h4> <p>The real estate development and operations arm of Al-Futtaim, Al-Futtaim Group Real Estate is responsible for a multi-billion-dollar portfolio across MENA. With high-quality residential, business, retail, tourism, educational and healthcare developments, the master developer caters to the diverse needs of cities and communities in the region. From origination, conception, development, sales, procurement and construction of mega-projects and the leasing, operation and management of these projects after completion, Al-Futtaim Group Real Estate (AFGRE) has been developing and managing owned landbanks, unlocking the economic potential of the region and contributing to future development for more than 40 years.</p> <p>Our focus is to enable and invest in meaningful relationships to make our properties the best places to live and work, build additional products and services and enable partnerships to create true value to our customers throughout their entire experience with us.</p> <p>AFGRE is responsible for master planning of all projects in its portfolio, including two large scale mixed use destinations: Dubai Festival City and Cairo Festival City.</p></p><p></p>

The RoleWe are looking for a well-presented, organized, and fluent-in-English Office Administrator / Receptionist to run our Cairo office front desk and provide day-to-day administrative support to management. This is a foundational hire for a newly launching office, with real opportunity to grow as the company grows.Key Responsibilities• Welcome visitors, clients, and vendors professionally at the reception desk.• Answer, screen, and direct incoming phone calls.• Manage day-to-day email correspondence professionally and promptly.• Draft, format, and organize business documents, letters, and reports (Word, Excel).• Prepare presentations and materials for management and client meetings (PowerPoint).• Maintain the company's physical and digital filing system in an organized, easily retrievable manner.• Schedule appointments, meetings, and manage management's calendar.• Coordinate incoming/outgoing courier, mail, and document shipments for the office.• Order and track office supplies and stationery.• Provide administrative support to Sales, Operations, Finance and HR-related paperwork (e.g. attendance sheets, onboarding document assembly) as directed.• Maintain strict confidentiality of all company, customer, and employee information.Requirements• Very good command of English, spoken and written — essential.• Excellent computer skills: MS Word, Excel, PowerPoint, Outlook/email, printing &amp; scanning.• 1–3 years of experience in an administrative, front-desk, or office-support role preferred.• Professional appearance and demeanor, with strong communication skills.• Highly organized, detail-oriented, and able to multitask.• Able to commute daily to Nasr City, Cairo.• Trustworthy and discreet, given exposure to confidential company information.Nice to Have• Prior experience in freight forwarding, logistics, or shipping.• Basic bookkeeping or HR administrative exposure.• Additional language skills.<p><strong>تفاصيل إضافية</strong></p><ul><li>عدد الشواغر: 1</li><li>نظام الورديات: صباحية فقط</li><li>المزايا: تأمين صحي، تأمين اجتماعي، بدل انتقال، ساعات إضافية</li></ul>

The RoleWe are looking for a well-presented, organized, and fluent-in-English Office Administrator / Receptionist to run our Cairo office front desk and provide day-to-day administrative support to management. This is a foundational hire for a newly launching office, with real opportunity to grow as the company grows.Key Responsibilities• Welcome visitors, clients, and vendors professionally at the reception desk.• Answer, screen, and direct incoming phone calls.• Manage day-to-day email correspondence professionally and promptly.• Draft, format, and organize business documents, letters, and reports (Word, Excel).• Prepare presentations and materials for management and client meetings (PowerPoint).• Maintain the company's physical and digital filing system in an organized, easily retrievable manner.• Schedule appointments, meetings, and manage management's calendar.• Coordinate incoming/outgoing courier, mail, and document shipments for the office.• Order and track office supplies and stationery.• Provide administrative support to Sales, Operations, Finance and HR-related paperwork (e.g. attendance sheets, onboarding document assembly) as directed.• Maintain strict confidentiality of all company, customer, and employee information.Requirements• Very good command of English, spoken and written — essential.• Excellent computer skills: MS Word, Excel, PowerPoint, Outlook/email, printing &amp; scanning.• 1–3 years of experience in an administrative, front-desk, or office-support role preferred.• Professional appearance and demeanor, with strong communication skills.• Highly organized, detail-oriented, and able to multitask.• Able to commute daily to Nasr City, Cairo.• Trustworthy and discreet, given exposure to confidential company information.Nice to Have• Prior experience in freight forwarding, logistics, or shipping.• Basic bookkeeping or HR administrative exposure.• Additional language skills.<p><strong>تفاصيل إضافية</strong></p><ul><li>عدد الشواغر: 1</li><li>نظام الورديات: صباحية فقط</li><li>المزايا: تأمين صحي، تأمين اجتماعي، بدل انتقال، ساعات إضافية</li></ul>

<p>The Transportation Coordinator works closely with the Transportation Manager to ensure that employee transport for social (as directed) and non-sociable hours are scheduled properly, in accordance with local law and company policy. This person is also responsible for analytics relating the transport services for the company, vendor management, and predictive problem solving when external factors are at hand (strikes, extreme weather, etc.).</p><p>What this job involves</p><ul><li>Responsible for documenting and evolving processes as it relates to transport requests &amp; services</li><li>Auditing &amp; analytic reporting to ensure processes are being followed in accordance with company policy</li><li>Problem solving to address unplanned external factors (weather, strikes, etc.)</li><li>Project work as it relates to improving processes, user interface &amp; technology for transport portal</li><li>Escalation &amp; complaint management</li><li>Invoicing as directed</li><li>Responsible for researching new programs, pilots, or improvements as it related to transport function</li><li>All other tasks and duties as assigned</li></ul><p>Every day is different, and in all these activities, we d encourage you to show your ingenuity.</p><p>Sound like you?</p><p>To apply you need:</p><ul><li>Analytic/Excel skills</li><li>Ability to document processes in SOP formatting</li><li>Ability to interpret processes and company policies to ensure compliance in daily practice</li><li>Strong communication skills</li><li>Vendor Management experience</li><li>Critical thinking and problem solving skills</li><li>Demonstrated work experience in similar field or role</li></ul><p><br></p><p><strong>Desired Candidate Profile</strong></p><p>To apply you need:</p><ul><li>Analytic/Excel skills</li><li>Ability to document processes in SOP formatting</li><li>Ability to interpret processes and company policies to ensure compliance in daily practice</li><li>Strong communication skills</li><li>Vendor Management experience</li><li>Critical thinking and problem solving skills</li><li>Demonstrated work experience in similar field or role</li></ul>

<p>The Admin Real Estate Operations will be responsible for the accurate and timely coordination of all administrative tasks related to Talabat's real estate portfolio. This includes collecting, organizing, and sharing documentation required for lease agreements, renewals, approvals, and internal compliance. The role plays a critical support function in ensuring operational continuity and audit readiness across the real estate team.</p><p><b><br></b></p><p><b>Key Responsibilities</b></p><p>Documentation &amp; Record Management</p><ul><li>Collect, verify, and organize all required documentation for new leases, lease renewals, extensions, and contract terminations.</li><li>Maintain an organized digital and physical filing system for all lease-related paperwork, contracts, approval forms, and legal documents.</li><li>Ensure documents are properly named, tracked, and stored in alignment with internal governance protocols.</li></ul><p>Coordination &amp; Communication</p><ul><li>Coordinate with internal stakeholders (e.g., legal, finance, operations) to gather required inputs for real estate paperwork.</li><li>Liaise with landlords and property managers to request or submit supporting documentation.</li><li>Track the progress of document collection and flag pending items to the Real Estate Manager or Sr. Manager.</li></ul><p>Compliance &amp; Tracking</p><ul><li>Ensure documentation submitted meets internal formatting, policy, and approval standards.</li><li>Support the real estate team in preparing materials for internal approvals and audits.</li><li>Maintain trackers for active, pending, and upcoming lease-related documentation.</li></ul><p>Process Adherence</p><ul><li>Follow established checklists and workflows to ensure nothing is missed in the leasing lifecycle.</li><li>Assist in refining documentation workflows to improve turnaround time and reduce errors.</li></ul><p><strong>Desired Candidate Profile</strong></p><p>2 years of experience in administrative, operations, or real estate coordination roles.</p><p>Strong organizational skills and attention to detail.</p><p>Ability to manage multiple requests and deadlines simultaneously.</p><p>Basic familiarity with real estate contracts is a plus.</p><p>Proficiency in Microsoft Excel, Google Drive, and document management tools .</p>

<p>The Admin Real Estate Operations will be responsible for the accurate and timely coordination of all administrative tasks related to Talabat's real estate portfolio. This includes collecting, organizing, and sharing documentation required for lease agreements, renewals, approvals, and internal compliance. The role plays a critical support function in ensuring operational continuity and audit readiness across the real estate team.</p><p><strong>Key Responsibilities</strong></p><p><strong>Documentation &amp; Record Management</strong></p><ul><li>Collect, verify, and organize all required documentation for new leases, lease renewals, extensions, and contract terminations.</li><li>Maintain an organized digital and physical filing system for all lease-related paperwork, contracts, approval forms, and legal documents.</li><li>Ensure documents are properly named, tracked, and stored in alignment with internal governance protocols.</li></ul><p><strong>Coordination &amp; Communication</strong></p><ul><li>Coordinate with internal stakeholders (e.g., legal, finance, operations) to gather required inputs for real estate paperwork.</li><li>Liaise with landlords and property managers to request or submit supporting documentation.</li><li>Track the progress of document collection and flag pending items to the Real Estate Manager or Sr. Manager.</li></ul><p><strong>Compliance &amp; Tracking</strong></p><ul><li>Ensure documentation submitted meets internal formatting, policy, and approval standards.</li><li>Support the real estate team in preparing materials for internal approvals and audits.</li><li>Maintain trackers for active, pending, and upcoming lease-related documentation.</li></ul><p><strong>Process Adherence</strong></p><ul><li>Follow established checklists and workflows to ensure nothing is missed in the leasing lifecycle.</li><li>Assist in refining documentation workflows to improve turnaround time and reduce errors.</li></ul><p><strong>Desired Candidate Profile</strong></p><p>2 years of experience in administrative, operations, or real estate coordination roles. Strong organizational skills and attention to detail. Ability to manage multiple requests and deadlines simultaneously. Basic familiarity with real estate contracts is a plus. Proficiency in Microsoft Excel, Google Drive, and document management tools .</p>

<p>SYSTRA is one of the world's leading engineering and consultancy groups specialising in public transport and sustainable mobility. With over 10,300 employees, SYSTRA's mission is to design safe and sustainable transport solutions to bring people together, develop social inclusion and facilitate access to employment, education and leisure throughout the world. For 65 years, the Group has been working alongside cities and regions to contribute to their development by creating, improving and modernising their infrastructure and transport systems, throughout the life cycle of their projects. SYSTRA is involved from the earliest stages of design through to the testing, deployment and maintenance phases. The company provides all its services in over 80 countries worldwide and generates 74% of its turnover internationally. With its new services, SYSTRA supports its clients and partners in their digital, ecological and energy transition, in order to invent the mobility of tomorrow.</p><p>Context We are seeking a Civil Lead Engineer to lead and coordinate the review of shop drawings for civil works on complex construction or infrastructure projects. This role sits at the interface between design, construction, and project management, ensuring that contractor-submitted drawings comply with project specifications, design intent, applicable codes, and site constraints. The position is critical to maintaining technical quality, constructability, and timely approval workflows throughout project execution.</p><p>Missions/Main Duties The Civil Lead Engineer is responsible for managing and executing the technical review process for shop drawings related to civil works, including structural interfaces, grading, drainage, roads, utilities, foundations, and associated infrastructure elements. The role ensures that submitted documents are accurate, coordinated, and aligned with contract requirements. Key responsibilities typically include:</p><ul><li>Lead the review and approval process of civil shop drawings submitted by contractors and subcontractors.</li><li>Verify compliance of drawings with IFC documents, design criteria, project specifications, standards, and local regulations.</li><li>Identify discrepancies, clashes, omissions, and constructability issues in submitted documents.</li><li>Coordinate with multidisciplinary teams including structural, architectural, MEP, geotechnical, and construction teams to resolve technical comments.</li><li>Issue review comments, track revisions, and ensure timely closure of technical queries.</li><li>Support the engineering manager or project manager in maintaining drawing review schedules and approval turnaround times.</li><li>Ensure that approved shop drawings reflect site conditions, method statements, and construction sequencing requirements.</li><li>Participate in technical meetings with contractors, consultants, and internal stakeholders to clarify design and review comments.</li><li>Monitor document control processes related to submittals, revisions, and approvals.</li><li>Provide technical guidance to junior engineers and reviewers involved in civil document assessment.</li><li>Contribute to risk identification related to design coordination, execution constraints, and quality compliance.</li><li>Support site teams during construction by clarifying approved details and resolving engineering issues when needed.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li>Bachelor s degree in Civil Engineering or related discipline.</li><li>Solid experience in civil engineering, with significant exposure to shop drawing review on building, industrial, or infrastructure projects.</li><li>Strong knowledge of civil design principles, construction methods, and technical specifications.</li><li>Ability to review drawings for roads, drainage, utilities, earthworks, concrete works, and external works.</li><li>Familiarity with international and local codes, standards, and QA/QC requirements.</li><li>Proficiency in reading and interpreting engineering drawings, calculations, and material submittments.</li><li>Experience coordinating with multidisciplinary engineering teams and contractors.</li><li>Good understanding of document control and submittal workflows.</li><li>Proficiency in tools such as AutoCAD, Civil 3D, Bluebeam, BIM platforms, or other drawing review software is often preferred.</li><li>Strong analytical skills and attention to detail.</li><li>Good communication and technical reporting abilities.</li><li>Ability to manage priorities, meet deadlines, and work in a fast-paced project environment.</li><li>Leadership capability, with experience guiding review teams or interfacing directly with clients and contractors.</li><li>Professional certification or membership in an engineering body is a plus.</li></ul>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>About us Worley is a global company of energy, chemicals and resources experts headquartered in Australia. We partner with our customers to deliver projects and create value across the life of their assets. We specialize in consulting, engineering, procurement and construction across the project lifecycle, with services extending through to operations and decommissioning. Leveraging extensive experience and AI-enabled delivery, we support customers in navigating complexity as they meet today's needs and transition to more sustainable solutions.</p></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><p>Note: Recruiter to copy a Job Description here. For instructions on how to do this, please click the link below or view the document "How to copy from a Word Document" located on the Taleo Support site under the section titled Quick Reference Guides. How to copy from a Word Document Note: Recruiter to paste Qualifications/Requirements of the job here.</p><p></p></section>

<p>About the job</p><p><br></p><p>Cosmic AC is Tether Data's GPU compute and managed inference platform: GPU containers, managed inference endpoints and platform observability, delivered as a self-hosted package on Kubernetes, with a control plane written in JavaScript. The platform is expanding from orchestrating workloads on a managed cluster to owning the full stack on bare-metal GPU infrastructure: a managed Slurm scheduling layer for internal research and model-training teams first, and our own Kubernetes control plane for inference tenancy after that.</p><p><br></p><p>The Technical Lead owns the architecture and delivery of that stack and leads the engineering team building it: about twelve engineers across backend, frontend, DevOps, QA and documentation, distributed across Europe and India. The role reports to the Senior Technical Product Manager for Cosmic AC, who owns scope, sequencing and partner commitments; the Technical Lead owns architecture, implementation and delivery plans, line-manages the engineers, and is the primary technical interface to our infrastructure partners.</p><p><br></p><p>This is a hands-on infrastructure leadership role with a fixed delivery window in its first six months. It is not a research role, not a pure Kubernetes SRE role, and not a management-only role.</p><p><br></p><p>Responsibilities</p><p><br></p><p>Architecture. Own the platform architecture end to end: architecture proposals, high-level and low-level designs, driven through review and kept current as the baseline.</p><p><br></p><p>Team leadership. Lead and line-manage a distributed team across backend (Node.js), frontend (React), DevOps, QA and documentation: engineering standards, code and design review, release gates, one-to-ones, growth and performance input.</p><p><br></p><p>Bare-metal GPU scheduling layer. Design, build and operate a managed Slurm service for research users: controller and accounting, partitions and login nodes, node onboarding and acceptance, driver and CUDA baseline and upgrades, stalled-job and node-health detection, drain and autohealing, storage visibility, identity and isolation.</p><p><br></p><p>Kubernetes control plane and GPU enablement. Own cluster bootstrap and lifecycle on partner-provided bare metal, NVIDIA GPU Operator and Network Operator, VM-based GPU isolation (KubeVirt and VFIO), and day-2 operations: upgrades, backup and recovery, node replacement.</p><p><br></p><p>Managed inference at scale. Serving architecture, multi-GPU and multi-node parallelism, autoscaling, request routing and endpoint reliability; confidential-compute-capable capacity for sensitive workloads.</p><p><br></p><p>Observability and operations. Metrics, logging, alerting and SLOs across control plane, GPU fleet and application tiers; incident response and post-incident review; an on-call model a small team can sustain.</p><p><br></p><p>Partners and vendors. Primary technical interface to infrastructure partners and vendors: turning requirements into written specifications and acceptance tests, running escalations to closure, and providing technical input to capacity planning and hardware sourcing.</p><p><br></p><p>Internal consumers. Work directly with research, model-training and product teams to translate their workloads into platform requirements, and broker capacity when it is short.</p><p><br></p><p>Hiring. Complete the platform team and set the technical bar for the engineers who join it.</p><p><br></p><p>Job requirements</p><p>Must have</p><p><br></p><p>Experience. Eight or more years of hands-on engineering, including at least three leading teams that build and operate infrastructure platforms other teams depend on. Bachelor's or Master's degree in computer science or engineering, or equivalent practical experience.</p><p><br></p><p>Slurm at scale, hands on. Has run slurmctld and slurmdbd for real users: partitions, QoS and priority, accounting, prolog and epilog, node health scripting, upgrades with jobs on the system. Ideally has operated an HPC or GPU training cluster for a research population.</p><p><br></p><p>GPU fleet operation on bare metal. NVIDIA driver and CUDA lifecycle, Fabric Manager and NVSwitch behaviour on SXM systems, DCGM-based health and utilisation, MIG, node burn-in and acceptance.</p><p><br></p><p>High-performance interconnects. InfiniBand fabric and subnet configuration, RDMA, SR-IOV, and diagnosing multi-node NCCL performance problems.</p><p><br></p><p>Linux systems depth. Kernel modules and drivers, PCIe passthrough and vfio-pci, cgroups and namespaces, performance tuning for compute-heavy workloads.</p><p><br></p><p>Production Kubernetes operation, not just deployment: control plane, upgrades, CNI and CSI, operators and custom controllers, multi-tenancy design.</p><p><br></p><p>HPC storage and data movement. Shared filesystems (VAST, Lustre, NFS), node-local NVMe caching, distributing large model weights and datasets across many nodes.</p><p><br></p><p>Observability and operations. Prometheus, Grafana and Loki or equivalents, SLOs, incident response and post-incident review.</p><p><br></p><p>Working fluency in JavaScript and Node.js sufficient to review a control plane, CLI and worker services with authority and to make architecture decisions on them. Not a feature-development requirement.</p><p><br></p><p>A shipped platform with real users. A multi-tenant IaaS or PaaS, or a research computing service: resource isolation, quotas, usage metering, and user-facing API and CLI surfaces.</p><p><br></p><p><br></p><p>Desirable</p><p><br></p><p>Slurm operators on Kubernetes (Soperator, Slinky) or Kubernetes-native schedulers (Kueue, Volcano, KAI, Kubeflow Trainer).</p><p><br></p><p>Modern serving stacks (vLLM, SGLang, TensorRT-LLM): parallelism strategies, quantisation trade-offs, GPU memory planning.</p><p><br></p><p>VM and container isolation for multi-tenant GPU compute (KubeVirt, Kata Containers, QEMU and KVM, Firecracker); confidential computing (Intel TDX, AMD SEV-SNP, NVIDIA confidential-compute mode).</p><p><br></p><p>Cluster API and kubeadm, Cilium, NVSentinel-class autohealing, infrastructure as code and GitOps.</p><p><br></p><p>Time on the operator side of a GPU cloud, a national or university HPC centre, or an AI lab's platform team.</p><p><br></p><p>Peer-to-peer or distributed-systems background.</p><p><br></p><p>Experience with a hardware provider who provisions but does not operate, and turning that relationship into a written contract with acceptance tests.</p><p><br></p>