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Join CGI's Space, Defence and Intelligence business unit as a Network Engineer specialising in Software Defined Networking, where you'll help shape the secure, resilient networks supporting critical programmes. Working with technologies including Cisco ACI and VMware NSX-T, you'll design and deliver innovative network solutions that enable seamless connectivity across complex hybrid environments. You'll take ownership of technical challenges, collaborate with experienced specialists and have the support to develop your expertise while delivering meaningful outcomes. At CGI, your ideas and skills will help strengthen essential infrastructure, drive innovation and make a lasting impact on some of the UK's most important secure programmes. CGI was recognised in the Sunday Times Best Places to Work List 2025 and has been named a UK 'Best Employer' by the Financial Times. We offer a competitive salary, excellent pension, private healthcare, plus a share scheme (3.5% + 3.5% matching) which makes you a CGI Partner not just an employee. We are committed to inclusivity, building a genuinely diverse community of tech talent and inspiring everyone to pursue careers in our sector, including our Armed Forces, and are proud to hold a Gold Award in recognition of our support of the Armed Forces Corporate Covenant. Join us and you'll be part of an open, friendly community of experts. We'll train and support you in taking your career wherever you want it to go. Due to the secure nature of the programme, you will ideally already hold Security Clearance. Candidates who are eligible and willing to undergo the clearance process will also be considered. This is a long-term opportunity requiring five days per week on site in Belfast. Remote or hybrid working is not available for this position.

Dans le cadre d'un projet stratégique chez un acteur majeur des télécommunications, nous recherchons un Architecte Fonctionnel / MOE H/F spécialisé dans les environnements SIM / eSIM. Vous intégrerez une équipe en charge des plateformes SIM et participerez à la conception et au déploiement de nouveaux services autour de l'administration des cartes SIM et eSIM. L'objectif : accompagner l'évolution des plateformes permettant notamment de gérer et configurer dynamiquement les SIM/eSIM en fonction des services et abonnements des clients, qu'il s'agisse de particuliers, d'entreprises ou d'objets connectés IoT. Descriptif des missionsEn lien avec les équipes produit, sécurité, réseau, projet et intégration/validation, vous interviendrez notamment sur : • Recueil et analyse des besoins métier autour des services SIM / eSIM • Rédaction des expressions de besoins à destination des fournisseurs • Réalisation des études de faisabilité et présentation des solutions proposées • Conception et spécification de l'architecture fonctionnelle de bout en bout • Participation à l'évolution des plateformes d'administration SIM/eSIM • Contribution aux problématiques liées aux plateformes OTA et SM-DP+ • Coordination avec les différents interlocuteurs : produit, réseau, sécurité, validation et fournisseurs • Suivi et reporting de l'avancement des projets et études • Contribution aux appels d'offres lorsque nécessaire

Database Engineer with SQL Server SSIS, SSRS and C# .net asp.net Our Client is a bank based in Central London who are looking to recruit a Database Engineer with the ability to work with SSIS. You must have solid expertise of at least 5 years experience of working with MS SQL Server and SSIS – SSIS is very important for this position. Responsible for the development and delivery of new systems to automate and streamline processes required by different departments. To support the internal IT department with changes and upgrades to software platforms. To be primary contact for all technical questions relating to in-house bespoke systems and interfacing. Database Support Supporting budgeting and financial planning processes for Finance department, including loading and refreshing of data based on requirements. Understand and conduct the front-end functionality to amend and change hierarchical structures within the environment. Debug and analyse errors and anomalies within Hyperion system as raised by Finance and to pinpoint areas of failure and correct any issues. Liaise with Finance on a daily basis to ensure smooth running of the Hyperion environment. Build data flows within the SQL environment in SSIS packages. Risk & Regulatory Duties Maintain knowledge of all applicable regulatory requirements including the Bank's Risk and Compliance policies and procedures and adhere to these to avoid exposing the Bank to undue risk. Report policy/procedure breaches and areas of potential non-compliance and suspicions promptly upon identification in accordance with the Bank's Risk and Compliance policies. Accurately execute all controls within own area to minimise risk of policy, procedure, and/or regulatory breaches. Identify new risks/control gaps within own area and escalate accordingly to your Line Manager and/or Head of Department. Qualifications/Experience Degree level qualified or equivalent. SQL Programming. Knowledge and Skills Software analysis and design. SQL query language with SSIS SSRS and SSAS Data warehouse design concepts, (Inmon or Kimball) Any experience of developing with C# .net and asp.net would be very useful Must have solid experience of working with SSIS and building data warehouses and some knowledge of reporting using SSRS. The Client is a Bank based in the Central London. This is a 12 month FTC position with a salary of circa £55K - £70K. You will be required to be in the office at least 3 days week. Do send your CV to us in Word format along with your salary and availability.

1st / 2nd Line Support Analyst We are looking for a 1st / 2nd Line Support Analyst to join a small IT support team within the financial services industry. You will provide day-to-day technical support to users, resolving hardware, software and access issues. Key Responsibilities Provide 1st and 2nd line IT support to end users Troubleshoot hardware, software and connectivity issues Manage user accounts, passwords and permissions Set up laptops, desktops and mobile devices Log and manage incidents through the ticketing system Escalate more complex issues where required Technologies Windows 10 / 11 Microsoft 365 Active Directory Entra ID / Azure AD Microsoft Intune Microsoft Teams and Outlook Basic networking, VPN and connectivity Laptop and desktop hardware Requirements 1 year experience in a 1st Line, Service Desk or Desktop Support role Good understanding of the Microsoft technology stack Basic Active Directory and user administration experience Confident troubleshooting Windows and Microsoft 365 issues Good communication and customer service skills Keen to develop into a stronger 2nd Line Support position Logistics Monday - Friday (40 hours a week) London, Mayfair Onsite Benefits Salary £28,000 - £35,000 depending on experience Health and wealth benefits Private company pension Social events Volunteering and community engagement opportunities To find out more about Huxley, please visit Huxley, a trading division of SThree Partnership LLP is acting as an Employment Business in relation to this vacancy | Registered office | 8 Bishopsgate, London, EC2N 4BQ, United Kingdom | Partnership Number | OC387148 England and Wales

Junior Project Manager (SaaS) Home Based, UK - Occasional Travel to Customer Sites £32,000 - £40,000 + Remote Working + Training + Progression Are you a Junior Project Manager, Project Coordinator or PMO professional with experience supporting technology implementation or business-change projects? Are you looking to take greater ownership of project delivery while receiving the training and support to develop into an accomplished Project Manager? This is an excellent opportunity to join an established technology and consulting business that helps organisations across the engineering, construction and manufacturing sectors improve how they use systems, data and digital workflows. You will join a supportive project team and help deliver several customer projects concurrently. You will build project plans, coordinate internal and external stakeholders, manage risks and actions, produce progress reports and ensure that agreed outcomes remain on track. The role offers significant exposure to customers, senior stakeholders and technical delivery teams. You will help gather requirements, facilitate meetings and workshops, translate business needs into clear delivery actions and support projects from initial discovery through to implementation. This position would suit someone with early experience in technology projects, SaaS implementation, digital transformation, PMO delivery or business change who is organised, confident with stakeholders and ready to take the next step in their project-management career. The Role: - Coordinate multiple technology and digital-transformation projects - Build and maintain project plans, milestones, actions, risks and dependencies - Facilitate customer meetings, workshops and project updates - Support requirements gathering, governance, reporting and change control - Work with customers, technical teams and senior stakeholders throughout delivery - Home-based position with travel to UK customer sites, typically 10-30% The Person: - Experience supporting or managing technology, software implementation or business-change projects - Background as a Junior Project Manager, Project Coordinator, PMO Analyst or similar - Confident communicating with customers, technical teams and senior stakeholders - Familiar with project planning, RAID management, governance and progress reporting - Organised, proactive and comfortable coordinating several priorities Experience with Autodesk technology, AEC, manufacturing or formal project-management qualifications would be beneficial but is not essential. Reference Number: BBBH280387A Rise Technical Recruitment Ltd acts an employment agency for permanent roles and an employment business for temporary roles. The salary advertised is the bracket available for this position. The actual salary paid will be dependent on your level of experience, qualifications and skill set and will be decided by our client, the employer. Rise are not responsible or liable for any hiring decisions made by the end client. We are an equal opportunities company and welcome applications from all suitable candidates.

Job Title: Leadership & Culture Change Manager Contract Length: 12 months, with possibility of extension Location: Suffolk / London Clearance Level: BPSS Start Date: October 2026 Sector: Nuclear Energy / Construction Role Purpose The Leadership & Culture Change Manager will be accountable for overseeing the planning, coordination and delivery of the Leadership and Culture Programme. The role will be responsible for ensuring that quality, time and budget targets are achieved, while effectively managing associated risks, dependencies and benefits realisation without compromising safety. This includes developing and supporting the implementation of change management strategies and plans that maximise employee adoption, minimise resistance and enable effective and sustainable programme and project change outcomes within BAU operations. The role will also involve managing external partners and suppliers to support the successful delivery of the Programme's outcomes and benefits. Key Responsibilities Planning * Work with Programme workstream leads and business stakeholders to develop and maintain the Programme schedule. * Identify dependencies across Programme workstreams, internal programmes and projects, and BAU activities. * Identify and record risks and issues, ensuring appropriate management and mitigation strategies are in place. * Undertake stakeholder identification and mapping, including internal and external interested parties. * Develop and maintain a benefits realisation plan. * Establish and maintain an effective Programme operating rhythm. * Establish Programme governance committees as required, including the development of associated Terms of Reference. Programme Coordination and Delivery * Manage Programme workstreams in line with the agreed operating rhythm. * Coordinate Programme status updates and delivery communications. * Ensure Programme benefits are realised in line with the agreed benefits realisation plan. * Record, track and manage Programme and workstream actions. * Support the sourcing, procurement and implementation of technology solutions that form part of the agreed scope of the Leadership and Culture Programme. Programme Change Management * Develop and support appropriate change management strategies and plans, ensuring these are incorporated into the overall Programme schedule. * Support the Programme Lead and Communications Lead in the development and delivery of wider Programme communications. * Support employee adoption and engagement to help embed and sustain change. Programme Governance * Ensure timely Programme communications, reporting and governance. * Identify and manage risks and issues, escalating where appropriate to minimise impact on delivery. * Identify and manage dependencies across the Programme and BAU activities. * Manage and report on financial budgets and cost control. * Manage contracts, suppliers and external vendors in accordance with internal policies and guidelines. * Manage Programme governance forums, including Steering Committees where required. * Ensure appropriate project and quality assurance controls and gateway checks are undertaken to minimise risks to delivery, cost and quality. Change Control * Identify proposed changes to scope, budget or schedule and seek appropriate approval. * Communicate and manage approved changes across the Programme. * Ensure appropriate change control processes and governance are followed. Reporting * Develop and report individual workstream status updates. * Develop and report the overall Programme status to Executive and Leadership teams. * Support the Programme Lead in developing presentations and reporting materials for Executive and Leadership teams. * Provide clear and accurate reporting on Programme progress, risks, issues, dependencies and benefits. Leadership * Demonstrate best practice in programme, project and change management. * Guide and coach team members to support successful Programme delivery and wider organisational goals. * Build collaborative relationships across cross-functional teams and stakeholder groups. Key Outcomes * Programme and workstreams delivered to agreed time, scope and budget, including the effective management of approved change controls. * Agreed Programme benefits successfully realised. * Successful transition of Programme outcomes into BAU operations with minimal business disruption. * Effective change management resulting in successful adoption, embedding and sustainability of change. Knowledge, Skills and Experience * Proven experience in large-scale programme or project management within energy, infrastructure, engineering or similarly complex environments. * Strong experience across planning, scheduling, cost management, risk management, stakeholder coordination and business transformation. * Experience delivering organisational, business process and technology change and implementation. * Professional certifications or qualifications in programme, project or change management, such as MSP, PMP, PRINCE2 or Prosci. * Strong communication, leadership and collaboration skills, with the ability to lead cross-functional teams and influence stakeholders at different levels. * Ability to produce clear, accurate documentation, presentations and Programme reports. * Experience using project and programme management tools and software. * Experience using data and analysis to support decision-making. * Knowledge or experience of continuous improvement methodologies, such as Lean Six Sigma. * Knowledge of sourcing and procurement processes. * Experience in contract, supplier and external vendor management. * Demonstrated success in developing and delivering change management strategies and implementation plans, including communications, stakeholder engagement, education, training, embedding and sustaining change. * Demonstrated success in achieving agreed business benefits and outcomes through programme and project-based change management. * Experience developing interventions to address complex change challenges within dynamic environments. * Strong analytical, conceptual and innovative problem-solving skills. * Excellent verbal communication, facilitation and organisational skills. * Strong focus on meeting the expectations and requirements of internal and external stakeholders. * Collaborative approach with the ability to establish and maintain strong working relationships. * Experience working directly with business stakeholders and management at all levels to implement and embed change. * Advanced working knowledge of recognised change management approaches, principles, methodologies and tools, including Prosci or similar frameworks. * Exposure to safety-critical or operational environments would be beneficial. LA International is an award-winning partner of choice for many of the world's most influential companies and government organisations. Holding Enhanced Government Security Accreditation, we are recognised as the European market leader in the delivery of Security Cleared talent to organisations that demand the very highest levels of security, compliance and assurance. A multiple award-winning organisation, having secured the prestigious Queens Award for Enterprise: International Trade over consecutive years. We are committed to fostering an inclusive, equitable and accessible workplace where everyone feels valued and supported. We welcome applications from all individuals, regardless of background or identity, and we encourage candidates who may not meet every listed requirement to still apply. If you require any adjustments or support during the recruitment process, please let us know and we will work with you to ensure a fair and accessible experience. Please Note: If a high volume of applications is received, only candidates shortlisted will be contacted.

Nombre de postes : 3 Expérience requise : 7 ans minimum Domaine : Banque / Finance de Marché Contexte de la missionDans le cadre du renforcement de ses équipes IT en finance de marché, notre client recherche 3 Développeurs Java Seniors pour intervenir sur des applications critiques nécessitant un haut niveau de performance, de fiabilité et de disponibilité. Les consultants participeront à la conception et à l'évolution d'applications manipulant des données en temps réel et de gros volumes, au sein d'environnements techniques exigeants et à fortes contraintes de performance. Missions principalesConcevoir, développer et maintenir des applications performantes en Java. Intervenir sur des architectures distribuées et des systèmes de traitement de données en temps réel. Développer des composants multithreadés et des traitements asynchrones. Optimiser les performances applicatives, la consommation des ressources et les accès aux bases de données. Analyser et résoudre les problématiques techniques liées à la volumétrie, à la latence et à la fiabilité des applications. Participer aux choix d'architecture et aux décisions techniques. Contribuer à l'amélioration continue des applications et à la modernisation du code existant. Garantir la qualité, la robustesse et la maintenabilité des développements. Appliquer les bonnes pratiques du Software Craftsmanship : Clean Code, principes SOLID, TDD et Design Patterns. Collaborer avec les équipes IT et métiers pour répondre aux exigences des activités de finance de marché. Environnement techniqueCompétences indispensables : Java Multithreading et programmation asynchrone Architectures distribuées et temps réel SQL et optimisation des bases de données Tests unitaires et automatisés Pratiques de développement : Software Craftsmanship Clean Code et principes SOLID Test-Driven Development (TDD) Design Patterns Optimisation des performances et qualité logicielle Connaissances métier : Finance de marché Front Office Market Data Pricing Risk Management P&L (Profit & Loss)

Dans le cadre de l'évolution des outils collaboratifs d'un leader des services environnementaux, le pôle Métier renforce son équipe projet. L'objectif principal est d'assurer la mise en forme, l'intégration et la publication de contenus sur le portail ServiceNow Employee Center Pro (EC Pro), tout en participant au développement, au paramétrage technique et à la recette pour offrir une expérience collaborateur fluide et ergonomique. Missions & Responsabilités1. Intégration & publication de contenus (EC Pro)Mettre en forme et intégrer les contenus via le module Content Publishing de ServiceNow EC Pro. Structurer les pages selon la charte éditoriale et graphique définie. Exploiter les gabarits et composants transverses (blocs texte, visuels, boutons, liens dynamiques, accordéons, structures multi-colonnes). Effectuer les contrôles qualité (QA visuelle et fonctionnelle) avant mise en production pour garantir une expérience utilisateur (UX) optimale. 2. Analyse technique & conceptionContribuer à la rédaction des spécifications techniques et fonctionnelles. Réaliser les analyses techniques, études détaillées et maquettages/prototypages. Adapter et configurer les progiciels/modules applicatifs concernés. 3. Qualification & testsDéfinir les jeux d'essais pour les tests unitaires et d'intégration. Réaliser les recettes techniques, tracer et corriger les dysfonctionnements identifiés. 4. Développement & intégrationDévelopper et assembler les modules et composants logiciels réutilisables. Rédiger et mettre à jour la documentation technique associée. 5. Maintien en condition opérationnellePrendre en charge la maintenance corrective et évolutive des pages et composants livrés. Administrer la bibliothèque de composants logiciels et tenir à jour la nomenclature.

Job title: Test Automation Engineer Location: Glasgow or Northampton (Hybrid) Contract Length: 12 Months Day Rate: £336 per day IR35 Status: Inside IR35 Sector: Financial Services Overview We are recruiting for an experienced Test Automation Engineer (SDET) to join a leading Financial Services organisation on a long-term contract. This role will focus on designing, developing, and implementing automated test frameworks from the ground up for Windows Services and WPF desktop applications within a complex enterprise environment. This is a hands-on engineering role suited to candidates with a strong background in C# test automation, who are passionate about improving software quality through robust automated testing and continuous improvement practices. Key Responsibilities * Build and maintain automated test frameworks from scratch using .NET/C#. * Design and develop automated test packs for Windows Services and WPF desktop applications. * Create and execute functional, integration, regression, and end-to-end test suites. * Work closely with developers, business analysts, and QA teams to define testing requirements. * Identify defects, perform root cause analysis, and support issue resolution. * Improve testing processes, frameworks, and automation coverage across multiple applications. * Contribute to CI/CD pipelines and quality assurance best practices. * Ensure high levels of software quality, reliability, and performance. Essential Skills & Experience * Strong recent commercial experience in Test Automation using C#/.NET. * Proven experience building automation frameworks and test packs from the ground up. * Experience testing Windows Services and WPF applications. * Strong understanding of software testing methodologies and automation best practices. * Experience creating and maintaining automated regression and integration test suites. * Ability to work effectively within Agile delivery teams. * 5+ years of recent, relevant industry experience. Desirable Skills * Experience working within large enterprise or Financial Services environments. * Familiarity with CI/CD pipelines and DevOps practices. * Knowledge of performance and non-functional testing approaches. * Experience mentoring developers and testers on automation best practices. Ideal Candidate The ideal candidate will be a highly skilled SDET/Test Automation Engineer with strong C#/.NET automation expertise and a track record of building testing frameworks from scratch. Experience with desktop application testing, Windows Services, and WPF environments is essential. Candidates from web-focused automation backgrounds without desktop application experience are unlikely to be suitable for this role. This is an excellent opportunity to play a key role in enhancing software quality and automation capability within a high-profile Financial Services programme. LA International is an award-winning partner of choice for many of the world's most influential companies and government organisations. Holding Enhanced Government Security Accreditation, we are recognised as the European market leader in the delivery of Security Cleared talent to organisations that demand the very highest levels of security, compliance and assurance. A multiple award-winning organisation, having secured the prestigious Queens Award for Enterprise: International Trade over consecutive years. We are committed to fostering an inclusive, equitable and accessible workplace where everyone feels valued and supported. We welcome applications from all individuals, regardless of background or identity, and we encourage candidates who may not meet every listed requirement to still apply. If you require any adjustments or support during the recruitment process, please let us know and we will work with you to ensure a fair and accessible experience. Please Note: If a high volume of applications is received, only candidates shortlisted will be contacted.

Contexte : Pour un grand groupe du secteur des médias, nous recherchons un développeur IA / LLMOps pour renforcer une équipe IA transverse. Vous intervenez sur des cas d'usage IA générative, NLP et speech-to-text appliqués aux offres d'information, de la conception jusqu'à la mise en production. Vos missions : Concevoir des architectures LLM et mettre en place des solutions RAG (embeddings, bases vectorielles) Développer et exposer des API métiers : speech-to-text, classification de contenus, génération de titres SEO, contextualisation Industrialiser les modèles : Docker, Kubernetes, pipelines CI/CD GitLab Piloter la qualité des LLM avec MLflow : suivi d'expérimentations, évaluation (LLM-as-judge, golden datasets), drift de prompts Participer aux tests de performance et au monitoring des services en production Expliquer les sujets IA à des interlocuteurs non techniques

Envie d'un nouveau challenge dans l'IA générative ? CELAD vous attend ! 🚀 Vous souhaitez concevoir des services IA robustes, performants et capables de passer à l'échelle ? Vous aimez autant l'expertise technique que le partage de bonnes pratiques et les choix d'architecture structurants ? Nous recherchons un Tech Lead LLM / Backend Python pour intervenir chez un acteur du secteur de l'édition juridique et de la Legaltech, à La Défense. Vous rejoindrez une équipe d'experts dédiée aux services IA, au cœur d'une plateforme qui transforme l'accès à l'information juridique grâce aux modèles de langage et à la recherche intelligente. 🎯 Votre rôleVous serez responsable de la conception et de l'industrialisation de services backend permettant d'orchestrer des modèles de langage (LLM), des pipelines RAG et des moteurs de recherche. Vous développerez des APIs réutilisables par plusieurs équipes, dans un environnement international exigeant en matière de performance, de sécurité et de fiabilité. 🚀 Vos principales missionsArchitecture backend : concevoir des APIs et des workers robustes, définir les mécanismes de cache, de résilience et de gestion des erreurs. IA générative : intégrer et industrialiser des LLM, des mécanismes de prompting, du function calling, des embeddings et des pipelines RAG. Développement Python : concevoir des services performants avec FastAPI, Pydantic et les technologies associées. Performance et scalabilité : maîtriser les traitements asynchrones, la concurrence, le parallélisme et le streaming des réponses IA. Fiabilité des services : gérer les timeouts, les retries, les mécanismes de fallback et l'observabilité des applications. Sécurité : intégrer les bonnes pratiques d'authentification, de gestion des secrets et d'isolation des données. Leadership technique : accompagner les équipes de développement, promouvoir le Clean Code, les tests automatisés et les principes SOLID. Industrialisation : contribuer aux pipelines CI/CD et à l'exploitation des services dans des environnements cloud. 🛠️ Environnement techniqueLangages : Python 3.11+, Go ou Java appréciés. Backend : FastAPI, Starlette, Pydantic, Uvicorn, asyncio, httpx. IA générative : LLM, RAG, prompting, function calling, embeddings, LangChain, OpenAI/Azure OpenAI, Mistral ou Bedrock. Données : OpenSearch, Weaviate, PostgreSQL, Redis. Traitements distribués : Celery, Kafka. Infrastructure : AWS, Azure, Docker, CI/CD. Tests : Pytest, pytest-asyncio.

Notre client dans le secteur Énergie et ressources naturelles recherche un/une IT/OT Engineer H/F Description de la mission : IT/OT Engineer – Pharmaceutical ManufacturingContextA pharmaceutical manufacturing site is looking for an IT/OT Engineer to further develop the integration between production equipment and business systems. The site aims to minimise manual data entry as much as possible. Batch data and recipes must be automatically transferred from SAP and MES to production equipment. Following each batch, reporting data must be fully and accurately transferred back to SQL databases and the historian, without any data loss. The role is part of the automation team, whose members are responsible for process programming (PLC, SCADA and HMI). The focus of this position is on data: interfaces, alarms, audit trails, reporting and user access management. MissionThe IT/OT Engineer maps out data flows, establishes the required structures and ensures they work effectively in practice, on both the hardware and software sides. Key ResponsibilitiesDevelop and maintain interfaces between SAP, MES, recipe managers and production equipment. Ensure that batch data and recipes are correctly transferred to production equipment. Ensure that reporting data is fully transferred back to SQL databases and OSI PI after each batch cycle. Structure and standardise alarms and audit trails across different vendors. Thoroughly test alarms and audit trails during development, FAT and SAT. Support the engineering team during FAT and SAT activities, including process-related testing where necessary. Submit and follow up on IT tickets for the installation and configuration of servers, firewalls and PCs required to support data flows. Set up user access to production systems through integration with domain controllers. Prepare IQ documentation and coordinate with validation engineers for OQ activities. Contribute to new projects involving predictive and counter-based maintenance, AI and OEE. Technical EnvironmentSystems and data: SAP, MES, SQL databases, OSI PI. Automation: PLC, SCADA, HMI, recipe managers. Testing and validation: FAT, SAT, IQ, OQ. Infrastructure and access: Servers, firewalls, PCs, domain controllers. Maintenance and production: Predictive maintenance, counter-based maintenance, AI, OEE. Candidate ProfileExperienceExperience with OSI PI (historian). Experience in reporting; experience with RtReports is a plus. Experience in a regulated environment, such as GMP, qualification and validation, is a strong advantage. Technical SkillsBachelor's or Master's degree in Automation, Electronics and ICT, Industrial Engineering or an equivalent field. Good knowledge of SQL and of structuring and storing new data in existing databases. Understanding of the integration between ERP/MES systems and production systems. Fluent in Dutch and good command of English. Personal SkillsStructured approach to work, with the ability to think in terms of data flows and dependencies. Thorough testing skills and a strong focus on documentation. Ability to coordinate effectively with colleagues in automation, IT and validation, as well as with external vendors. Ability to independently manage requests and installations through to completion. Interest in emerging applications such as predictive maintenance and AI. Compétences / Qualités indispensables : SQL en databasestructurering, IT/OT-dataflows en ERP/MES-integratie, OSI PI (historian), Interfaces tussen bedrijfssystemen en productie-installaties, Testen en documenteren van alarmen en audit trails, Nederlands en Engels Compétences / Qualités qui seraient un + : ISA-88, GMP en kwalificatie/validatie; rapportering met RtReports; PLC- en HMI-programmering, waaronder Structured Text in Siemens TIA Portal

Contexte d'utilisation chez Limagrain Compétences attendues Niveau RAG end-to-end Retrievers & embeddings Assistants scientifiques, juridiques et métiers sur corpus internes. Optimiser la récupération de sources fiables. Ingestion, parsing, OCR, structure, chunking, embeddings, indexation, retrieval, reranking, génération et citations. Indispensa ble Dense/sparse/hybride, metadata filters, multi query, parent-child, contextual retrieval, vector stores et évaluation du retrieval. Indispensa ble Analyse documentaire Exploiter PDF, Word, PowerPoint, Layout-aware parsing, OCR, extraction Indispensa Référentiel de compétences - Tech Lead GenAI Limagrain - Septembre 2026 Référentiel de compétences - Tech Lead GenAI Limagrain - Septembre 2026 Technologies / savoir-faire Contexte d'utilisation chez Limagrain Compétences attendues Niveau tableaux, scans et dossiers complexes. tables/images, métadonnées, déduplication, classification et validation. ble VLM & VQA Analyser images, figures, schémas, parcelles, maladies, rapports et documents multimodaux. Vision-language models, visual question answering, grounding, OCR multimodal, évaluation et limites. Avancé Gestion du contexte Maîtriser qualité, coût et mémoire des agents. Context engineering, fenêtres, compression, résumé, mémoire court/long terme, cache, provenance et isolation. Indispensa ble Single-agent Automatiser une tâche métier avec outils et garde-fous. ReAct/tool calling, structured outputs, validation, retries, human-in-the-loop et permissions. Indispensa ble Multi-agent Décomposer les workflows complexes entre agents spécialisés. Supervisor, router, planner-executor, handoffs, shared state, parallélisme, consensus et contrôle des boucles. Avancé LangChain / LlamaIndex Assembler modèles, retrievers, tools et chaînes RAG. Intégrations, loaders, chains, agents, structured output et composants remplaçables. Avancé LangGraph Orchestration stateful et durable de workflows agentiques. Graphes, état, checkpoints, streaming, interruptions, human-in-the-loop et reprise. Avancé LangSmith Tracing, debugging, datasets, évaluations et monitoring.

Envie de relever un nouveau défi autour de la Data et de l'IA ? CELAD vous attend ! 🚀 Vous êtes passionné(e) par la recherche d'information, les architectures data et l'IA générative ? Vous souhaitez intervenir sur des problématiques de volumétrie, d'indexation et de pertinence à grande échelle ? Nous recherchons un Tech Lead Data Retrieval / RAG pour rejoindre un acteur du secteur de l'édition juridique et de la Legaltech, basé à La Défense. Au sein d'une équipe spécialisée dans les services IA, vous contribuerez à la conception du socle data qui alimente des applications intelligentes destinées aux professionnels du droit. 🎯 Votre rôleVous serez le référent technique sur la collecte, l'ingestion, la transformation et l'indexation de corpus documentaires volumineux. Votre objectif : concevoir des pipelines fiables et scalables, tout en optimisant la pertinence des résultats issus de moteurs de recherche hybrides et de systèmes RAG. 🚀 Vos principales missionsIngestion de données : concevoir des pipelines capables de collecter et de traiter des sources hétérogènes, d'assurer le parsing, le nettoyage, le chunking et la normalisation des documents. Indexation : industrialiser les mécanismes d'indexation et d'embeddings sur des corpus volumineux, en garantissant la fraîcheur et la cohérence des index. Recherche d'information : concevoir des stratégies de recherche combinant recherche lexicale, recherche sémantique, BM25, embeddings et reranking. Optimisation de la pertinence : définir des métriques et des jeux de tests pour mesurer et améliorer la qualité du retrieval. Architecture RAG : structurer la récupération des documents et du contexte transmis aux LLM, en gérant les citations, la déduplication et les fenêtres de contexte. Qualité et traçabilité : mettre en place le versioning des datasets et des index, le lignage des données et des mécanismes de supervision. Sécurité : contribuer à la protection des données, au cloisonnement des traitements et au respect des exigences réglementaires. Leadership technique : accompagner les équipes, promouvoir les bonnes pratiques de développement et contribuer aux choix d'architecture. 🛠️ Environnement techniqueLangages : Python 3.11+, Go apprécié. Recherche et indexation : OpenSearch, Elasticsearch, pgvector, Weaviate, Qdrant, BM25, recherche hybride. IA et NLP : embeddings, sentence-transformers, tokenisation, parsing documentaire, reranking, RAG, LangChain. LLM : OpenAI, Mistral, Bedrock ou technologies équivalentes. Data engineering : PostgreSQL, Airflow, Spark ou équivalents. Infrastructure : Kafka, Redis, Docker, CI/CD, Kubernetes. Tests et évaluation : Pytest, precision, recall, nDCG, MRR.