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1. Collecte, Ingestion & Indexation -Pipelines d'ingestion : Concevoir la collecte et le traitement de sources hétérogènes (édition, open data, bases juridiques), le parsing, le nettoyage, le chunking et la normalisation des documents. -Indexation & Embeddings : Choisir et industrialiser les modèles d'embeddings, alimenter et maintenir les bases vectorielles, gérer la fraîcheur et la reconstruction des index. -Qualité & Volumétrie : Garantir la scalabilité de l'indexation sur des corpus massifs et la traçabilité des données (lignage, versioning des index). 2. Recherche & Pertinence (Retrieval & RAG) -Stratégie de retrieval : Combiner recherche lexicale et sémantique (BM25 + embeddings) avec du reranking et du filtrage par métadonnées pour maximiser la pertinence. -Évaluation continue : Mettre en place des jeux de tests et des métriques de pertinence (Recall, Precision, nDCG, MRR) pour mesurer et piloter l'amélioration du retrieval. -RAG (Retrieval-Augmented Generation) : Structurer la phase de récupération qui alimente les LLM (contexte, citations, dé-duplication, gestion des fenêtres de contexte). -Observabilité & Sécurité : Instrumenter les pipelines (logs, métriques, traces) et garantir la conformité des données (RGPD, cloisonnement par pays). 3. Leadership Technique & Gouvernance -Culture Craftsmanship : Promouvoir les pratiques de Clean Code, SOLID, et tests automatisés au sein de l'équipe. -Rayonnement : Assurer une veille constante et contribuer au rayonnement technique du groupe (articles, meetups, open-source).

📍 ContexteAu sein de la DSI (pôle Engineering), la mission consiste à piloter plusieurs projets d'étude et de cadrage liés aux évolutions du SI des métiers de l'ingénierie : Calcul & simulation Design & analysis Embedded software PLM / MES / DNC 👉 Environnement industriel complexe avec forte interaction métier. 🚀 Mission principalePiloter des avant-projets IT (cadrage) incluant : Études d'évolution du SI Déploiement de nouvelles solutions Upgrades / migrations / décommissionnement 👉 Objectif : livrer des projets structurés, chiffrés et validés 📦 Responsabilités clés1. Cadrage projetDéfinition du scope Identification des solutions Étude d'architecture (infra + applicatif) 2. Pilotage & gouvernanceAnimation : Kick-off Comités projet COPIL / GO-NO GO Coordination équipes IT + métiers 3. Chiffrage & sourcingEstimation : budget 💰 charge 👥 Lancement et pilotage : RFI / RFP 4. Analyse & risquesIdentification risques Plans de mitigation Reporting / alertes 5. Gestion fournisseursPilotage de prestataires externes Suivi des engagements ✅ COMPÉTENCES OBLIGATOIRES (NO GO si absent)🎯 Core skills✅ Chef de projet IT confirmé (5+ ans minimum) ✅ Expérience cadrage / étude / avant-projet ✅ Capacité à faire : budget staffing planning

Senior Data Analyst Our Client is Venture Capital firm based in London. We invest in early-stage businesses with strong growth potential and have been lucky enough to back some amazing entrepreneurs. They are looking for someone who loves data, and data software, to help maintain and develop its data and reporting efforts – must have at least 5 to 7 years proven track record of working with Data and Excel. This is a unique opportunity with a leading Venture Capital Fund to use your technical and organisational skills to support some of the leading European technology companies. Your responsibilities would include: Reporting: - Investor Statements Monitoring valuations for early stage, private businesses Creating processes to ensure data is up to date, complete and accurate Investment data collection: Building and maintaining connections between data sets, including financials, notes, PDFs and excel data sets Keeping internal investment and co-investment data up to date Supporting the investment team with answering data requests Developing new solutions for data capture and management Helping analyse new investment opportunities with data provided in market research and data rooms The Company are a small team, so are looking for someone that is proactive and willing to roll up their sleeves and get stuck in. In particular, we are looking for someone who: - Is passionate about start ups - Has a strong grasp of data sources - Has a good eye for detail - Has strong numeric ability and enjoys reconciliations - Has a strong work ethic and enjoys multi-tasking - Is experienced in designing internal process and reports - Is experienced in implementing and maintaining data systems - Has strong communication skills, with the ability to extract, structure and share data for internal reporting and queries. - Is personable and energetic - Takes pride in their work and enjoys seeing tasks through to completion - Can work independently as well as part of a team - Is good at meeting deadlines and prioritising work - Has experience in online data capture platforms such as Airtable - Has experience in building macros in excel would be an ideal The Company is based in Central London. The salary for this role will be in the range £60K - £80K. Do send your CV to us in Word format along with your salary and availability.

Junior AV Installation Engineer Birmingham & Midlands Region (with occasional overnight stays) £26,000 - £32,000 + Company Vehicle + Specialist Tools & Equipment + Manufacturer Training + Ongoing Technical Development + Career Progression Are you looking to build a long-term career within the AV industry, working alongside an experienced Lead Engineer on high-profile university and commercial installation projects while receiving hands-on training and support to develop into a fully qualified AV Installation Engineer? This is an excellent opportunity to join a growing AV integration business delivering cutting-edge audiovisual installations across teaching spaces, lecture theatres and commercial environments throughout the Midlands. You will work as part of a dedicated two-person installation team, assisting with the delivery of high-quality AV projects for a major university client and other commercial customers. You will support the installation, testing and commissioning of AV systems while developing your technical knowledge under the guidance of an experienced Lead Engineer. This role offers structured mentoring, manufacturer training and ongoing development opportunities, making it ideal for someone looking to establish themselves within the AV industry. The ideal candidate will have strong practical skills, a positive attitude and a willingness to learn. Previous experience within AV installation, structured cabling, electrical work or a similar technical environment would be highly advantageous. The Role: Assist with AV installations across education and commercial environments Support the installation, termination and testing of AV systems Work alongside a Lead Engineer on site-based projects Maintain high installation standards and safe working practices Travel throughout the Midlands with occasional overnight stays The Person: Previous AV installation, electrical or structured cabling experience preferred Positive attitude with a strong willingness to learn Good practical and problem-solving skills Comfortable working on customer sites and within live environments Full UK driving licence ECS/CSCS card and Enhanced DBS, or willingness to obtain Reference Number: BBBH277876 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.

1 Line IT Support Tamworth (5 days on-site) £24,000 - £26,000 + Training + Progression + Benefits Are you a customer-focused IT professional looking to develop your career in a fast-paced support environment where you will be the first point of contact and make a real impact on user experience? This is a great opportunity to join a growing IT team where you will provide front-line support to end users, handling a wide range of service requests via phone, email and ticketing systems. You will be responsible for diagnosing and resolving first-line technical issues, ensuring high levels of customer satisfaction. In this role, you will support users with hardware, software and access-related queries, escalating more complex issues where required. You will also maintain accurate records in the ticketing system and contribute to continuous improvement through documentation and knowledge sharing. The ideal candidate will have strong communication skills, a problem-solving mindset and a solid understanding of IT support fundamentals. This is a fantastic opportunity for someone looking to build technical expertise and progress within IT support. The Role: First point of contact for IT service requests via phone, email and ticketing tools Troubleshoot hardware and software issues at first-line level Escalate complex issues to appropriate teams Maintain accurate ticket records and documentation Support user account management and access requests The Person: Previous experience in an IT support or service desk role (desirable) Strong communication and customer service skills Basic knowledge of IT systems, hardware and software Organised with good attention to detail Keen to learn and develop technical skills Reference Number: BBBH275922 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.

ContexteEntreprise du secteur bancaire, développement d'un chatbot IA centralisé à l'échelle de la banque, intégrant SharePoint comme source de données principale. Projet impliquant une équipe technique spécialisée en IA, connectivité SharePoint et qualité logicielle. MissionsConcevoir et développer un chatbot IA centralisé intégrant SharePoint comme source de données principale Garantir la qualité, la fiabilité et la couverture de tests du chatbot via une stratégie QA rigoureuse Développement Python / Go / IA Concevoir l'architecture du chatbot (orchestration, RAG, gestion du contexte, multi-turn) Développer les composants IA : ingestion, embedding, retrieval, génération (LLM on-premise ou API) Intégrer les modèles LLM avec les sources de connaissance SharePoint Optimiser les performances (latence, throughput, qualité des réponses) Gestion des prompts, templates, et évaluation des réponses (prompt engineering) Développement d'outils et services en Go (performance-critical, sidecar utilities) Connectivité SharePoint Intégration avec SharePoint Online / On-Premise via API Graph ou SharePoint REST API Authentification : OAuth2, Azure AD, certificats app-only, managed identities Crawling et indexation des documents, pages, listes, et bibliothèques SharePoint Gestion des permissions et de la sécurité au niveau des sites/documents (respect des ACLs dans le retrieval) Synchronisation et rafraîchissement incrémental du contenu SharePoint Gestion des métadonnées, types de contenu, et structures de sites complexes (multi-sites, multi-tenants) Gestion des quotas API Graph (throttling, retry, pagination) QA / Testing — Focus Principal Concevoir et implémenter la stratégie de test end-to-end du chatbot Tests unitaires (pytest, Go testing) — couverture des composants IA, connecteurs SharePoint, orchestration Tests d'intégration : SharePoint API mocking, vector store, LLM endpoints Tests de contrat API (schema validation, Pydantic AI schema enforcement) Tests de non-régression sur les réponses IA : Golden datasets et évaluation automatique des réponses Scoring de qualité (relevance, faithfulness, hallucination detection) A/B testing des prompts et des versions de modèles Tests de charge et de performance (locust / k6) — simulation multi-utilisateurs concurrents Tests de sécurité : Injection de prompts (prompt injection, jailbreak) Fuite de données (data exfiltration, cross-tenant leakage) Accès non autorisés (bypass d'ACLs SharePoint) Tests de robustesse LLM : edge cases, context overflow, model fallback, timeout handling Observabilité de la qualité via Langfuse : Tracing des chaînes RAG (retrieval → génération → réponse) Évaluation continue des réponses en production (drift detection, feedback loops) Dashboards de qualité (latence, token usage, user satisfaction, error rates) Alerting sur dégradation de qualité Mise en place de pipelines CI/CD avec gates de qualité (tests, linting, évaluation IA) Gestion des environnements de test (dev / staging / prod) avec données représentatives Architecture & Intégration Concevoir le pipeline de données : SharePoint → extraction → chunking → embedding → vector store Exposer le chatbot via API REST (FastAPI) et interface utilisateur Intégration avec les systèmes internes (SSO, logging, audit, monitoring) Gestion multi-langues (FR/EN) Stack techniqueLangages : Python 3.11+, Go IA / LLM : Pydantic AI, LangChain / LlamaIndex, vLLM, Hugging Face, OpenAI-compatible APIs Observabilité IA / QA : Langfuse (tracing, évaluation, monitoring) Vector Store : Milvus / Qdrant / pgvector SharePoint : Microsoft Graph API, SharePoint REST API, MSAL API : FastAPI, Pydantic Testing : pytest, pytest-asyncio, Go testing, locust, k6 CI/CD : GitLab CI, Tekton Observabilité infra : Prometheus, Grafana, OpenTelemetry Conteneurisation : Docker, Kubernetes / OpenShift

Vous rejoindrez notre équipe et serez en charge de la gestion des chaînes CI/CD sous Jenkins, de l'intégration du repository Git au déploiement en environnement de production en passant par la génération automatique de code via LLM et le respect des contrats d'interface Spec Driven Development. Vos missions consisteront à contribuer: Assurer l'administration ainsi que le maintien en condition opérationnelle Administrer et maintenir des outils Software Factory: jenkins, Bitbucket, SVN, Nexus, Artifactory, SonarQube, Assurer la disponibilité, la performance et la fiabilité des plateformes, Gérer et accompagner les montées de versions, correctifs, Optimisation techniques, Traiter les demandes d'évolution: création, configuration des jobs jenkins, gestion des droits et des accès, Accompagner les équipes dans l'usage des outils, Assurer le support en cas d'incidents, Gestion des environnements de développement, Maintenir, faire évoluer le package d'outils: IDE, Visual Studio Code, et des outils Squirrel, SoapUI, Garantir une cohérence dans la mise à jour des environnements, Concevoir et maintenir les templates: Spring boot, Angular, Création des repositories Git, génération des pipelines Jenkins, Configuration Kubernetes, Mettre en place les solutions de démarrages des projets, Intégration des outils GenAI, LLM, Piloter l'évolution de Jenkins: Pipeline AS Code, Shared Librairies, Contribuer à la mise en place d'un portail de services, Implémenter la démarche Spec Driven Development, Utilisation d' OpenIA, Swagger, Génération automatique du back end et des clients front end Animation des relations avec les équipes, Recueillir, proposer les améliorations des outils,

At CGI, we are transforming how organisations deliver secure, scalable digital services, and our DevSecOps Engineers are at the heart of that change. In this role, you will design and operate resilient cloud platforms that power critical systems, embedding security and automation into every stage of the lifecycle. We combine deep engineering expertise with a culture of collaboration and accountability, enabling you to shape DevOps and SRE best practice while driving measurable impact for our clients. Here, your ideas are valued, your ownership makes a difference, and your growth is supported as you help us deliver innovative, high-value solutions across modern cloud environments. 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 need to hold UK Security Clearance or be eligible to go through this clearance.

At CGI, we are transforming how organisations deliver secure, scalable digital services, and our DevSecOps Engineers are at the heart of that change. In this role, you will design and operate resilient cloud platforms that power critical systems, embedding security and automation into every stage of the lifecycle. We combine deep engineering expertise with a culture of collaboration and accountability, enabling you to shape DevOps and SRE best practice while driving measurable impact for our clients. Here, your ideas are valued, your ownership makes a difference, and your growth is supported as you help us deliver innovative, high-value solutions across modern cloud environments. 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 need to hold UK Security Clearance or be eligible to go through this clearance.

Au sein d'un acteur majeur du secteur IT, vous interviendrez comme Chef de projet Poste de Travail et Environnement Microsoft 365, en charge du pilotage de projets à faible complexité. Vous consoliderez la roadmap (jalons, RACI), assurerez la gestion budgétaire et le suivi des indicateurs (SLA, KPI). Votre rôle inclura : Planification et coordination des déploiements et migrations de postes de travail. Pilotage des migrations Exchange et O365 (mailboxes, BAL, données utilisateurs, NAS, gestion des domaines, flux SFTP, calendriers partagés). Déploiement et intégration des solutions de visioconférence et smartbuilding (interopérabilité, affichage dynamique, IoT capteurs, réservation de salles). Animation d'ateliers et des comités projet (Kick-off, COPIL, COPROJ), suivi des plans de charge, reporting et communication projet. Contribution à l'accompagnement du changement et à l'amélioration continue. Environnement technique : Microsoft 365 (Windows 10/11, Exchange, Active Directory, SharePoint, Teams, OneDrive), Intune, VMWare, Hyper-V, Citrix (XenDesktop, XenApp, XenServer), outils de ticketing (ServiceNow, EasyVista), MS Project, MS Visio, Copilot.

Datacoms Technician Competitive Salary + Annual Bonus + Private Healthcare + Pension + Progression + Gym Membership + Full Training London Are you an experienced Datacoms Technician looking for a varied, hands-on role where you can work on global communications infrastructure, bespoke solutions and cutting-edge technologies across satellite, LTE and enterprise networks? This is an exciting opportunity to join a specialist engineering team delivering advanced communication solutions to customers operating in remote and challenging environments. You will play a key role in designing, implementing and supporting complex network systems, working across both in-house product development and customer-facing projects. In this role, you will collaborate closely with internal teams and external clients to deliver tailored network solutions, from initial design through to deployment and ongoing support. You will also be responsible for resolving escalated technical issues, contributing to product development and ensuring the performance and reliability of critical communication systems. The ideal candidate will have strong networking fundamentals, hands-on experience with firewalls, routing and switching, and a proactive approach to problem solving. This role also offers opportunities for travel, exposure to cutting-edge technologies and continuous professional development within a highly technical environment. The Role: Support and maintain enterprise and customer network solutions Diagnose and resolve complex, escalated technical issues Assist in the design, build and deployment of network infrastructure Contribute to product evaluation, development and system integration Produce and maintain technical documentation for projects The Person: Strong knowledge of TCP/IP, routing, switching and firewall technologies Experience with satellite communications or enterprise IT systems Ability to troubleshoot complex network issues effectively Professional, proactive and able to work both independently and as part of a team Relevant qualification in IT, Networking or Engineering (degree or equivalent) Reference Number:BBBH275875 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.

Remanufacturing Technician Colchester £31,000 + £33,000 + Training + Career Development + Pension + 30 Days Holiday + Specialist Engineering Environment Are you an Electronics Engineer or Senior Electronics Technician with a passion for fault finding, diagnostics and mentoring others, looking to take the next step in your career within a specialist automotive electronics environment? This is an excellent opportunity to join a growing engineering business that specialises in advanced electronic repair and remanufacturing, offering further training, genuine career development and the chance to become a technical leader within a highly skilled engineering team. The company is a well-established engineering business with an excellent reputation for technical excellence and quality-driven manufacturing. Operating within a highly specialised sector, they provide advanced remanufacturing solutions for automotive electronic components across the UK and Europe. Due to continued growth, they are looking to recruit a Senior Remanufacturing Technician to support both the technical development of the team and the delivery of high-quality repair standards. In this role, you will be responsible for diagnosing and repairing automotive electronic components at both unit and PCB level, while also supporting and mentoring fellow technicians, driving process improvements and ensuring technical documentation and quality standards are maintained. This position offers excellent long-term career progression, further specialist training and the opportunity to play a key role within a niche and expanding engineering business. The Role: * Diagnose and repair automotive electronic components at both unit and PCB level using specialist diagnostic equipment and software * Lead, mentor and support technicians, providing technical guidance and sharing best practice * Carry out PCB-level repairs, soldering and component replacement to restore products to original performance standards * Identify opportunities to improve remanufacturing processes and contribute to continuous improvement initiatives * Perform end-of-line testing and quality inspections to ensure products meet company standards * Maintain technical documentation and collaborate with engineering colleagues to improve repair techniques and team capability The Person: * Strong practical knowledge of electronics and electronic fault finding * Ability to read and interpret electrical schematics and wiring diagrams * Experience carrying out PCB-level soldering and electronic component repairs * Automotive electronics experience or knowledge of ECUs would be highly advantageous * Confident using electronic test equipment and diagnostic tools * Strong communication skills with the ability to mentor colleagues and drive continuous improvement * High attention to detail with a commitment to quality and engineering excellence 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.

Vous rejoindrez notre équipe et serez en charge de la gestion des chaînes CI/CD sous Jenkins, de l'intégration du repository Git au déploiement en environnement de production en passant par la génération automatique de code via LLM et le respect des contrats d'interface Spec Driven Development. Vos missions consisteront à contribuer: Assurer l'administration ainsi que le maintien en condition opérationnelle Administrer et maintenir des outils Software Factory: jenkins, Bitbucket, SVN, Nexus, Artifactory, SonarQube, Assurer la disponibilité, la performance et la fiabilité des plateformes, Gérer et accompagner les montées de versions, correctifs, Optimisation techniques, Traiter les demandes d'évolution: création, configuration des jobs jenkins, gestion des droits et des accès, Accompagner les équipes dans l'usage des outils, Assurer le support en cas d'incidents, Gestion des environnements de développement, Maintenir, faire évoluer le package d'outils: IDE, Visual Studio Code, et des outils Squirrel, SoapUI, Garantir une cohérence dans la mise à jour des environnements, Concevoir et maintenir les templates: Spring boot, Angular, Création des repositories Git, génération des pipelines Jenkins, Configuration Kubernetes, Mettre en place les solutions de démarrages des projets, Intégration des outils GenAI, LLM, Piloter l'évolution de Jenkins: Pipeline AS Code, Shared Librairies, Contribuer à la mise en place d'un portail de services, Implémenter la démarche Spec Driven Development, Utilisation d' OpenIA, Swagger, Génération automatique du back end et des clients front end Animation des relations avec les équipes, Recueillir, proposer les améliorations des outils,