Find your next tech and IT Job or contract Embedding
What you need to know about Embedding
Embedding enables developers to integrate external data and models directly into applications, enhancing functionality through embedding techniques that improve performance and user experience across web and software development projects.
Vous intégrerez l'équipe Transformation, Data & Innovation. L'équipe conçoit des solutions Data et Intelligence Artificielle permettant d'améliorer la connaissance client, l'efficacité opérationnelle et la performance commerciale : analyse automatisée de l'actualité, détection d'insights, recommandations, prédictions et pilotage de la performance. Missions principalesConcevoir et développer des solutions de Machine Learning, NLP et Deep Learning. Développer des applications basées sur l'IA générative et l'IA agentique. Concevoir des architectures RAG et des systèmes multi-agents avec LangGraph. Intégrer et exploiter des modèles LLM, RLM et SLM. Mettre en œuvre des techniques NLP : embeddings, Transformers, BERT, NER et recherche sémantique. Développer des modèles de régression, classification, clustering, détection d'anomalies, recommandation et séries temporelles. Réaliser l'adaptation et l'optimisation des modèles via le transfer learning et le fine-tuning. Construire et interroger des bases vectorielles et des moteurs d'indexation tels qu'Elasticsearch et FAISS. Évaluer, superviser et améliorer les performances des solutions RAG et agentiques. Industrialiser les modèles et assurer leur suivi avec Dataiku et MLflow. Développer des prototypes et interfaces de démonstration avec Gradio ou Streamlit. Participer à la mise en place de solutions d'IA responsables, explicables et maîtrisant les risques de biais. Collaborer avec les équipes métiers afin de traduire leurs besoins en solutions Data et IA concrètes. Assurer une veille technologique et proposer des cas d'usage innovants.
Envie d'un nouveau challenge... CELAD vous attend ! Nous poursuivons notre développement et recherchons actuellement un(e) Ingénieur Logiciel Embarqué C – Linux / Réseaux H/F pour intervenir chez un de nos clients. Contexte : Vous rejoindrez une équipe R&D dédiée au développement de logiciels embarqués dans le domaine des systèmes de transport et des télécommunications. Au sein d'une équipe Agile pluridisciplinaire, vous participerez au développement de solutions embarquées complexes, en interaction étroite avec les équipes Hardware, Software et Test. Vous interviendrez sur des sujets mêlant développement bas niveau, Embedded Linux et réseaux, avec un fort enjeu autour de la fiabilité, de la performance et de la sécurité des systèmes. Votre mission : Au sein d'une équipe projet, vous serez en charge de : - Participer à la spécification détaillée des User Stories et à la définition des tâches de développement - Concevoir, développer, valider et documenter des logiciels embarqués en C - Contribuer à l'évolution de l'architecture réseau des équipements et systèmes - Investiguer, analyser, corriger et documenter les anomalies rencontrées - Participer aux études de faisabilité et à la définition de solutions techniques - Contribuer à l'amélioration continue du produit, des méthodes et des processus de développement
At CGI, you will play a key role in safeguarding the quality and reliability of critical enterprise platforms that support some of the UK's most important programmes. As a Tester, you will help ensure systems perform as intended, meet user needs, and deliver measurable value. Working directly on client site in Corsham, you will be trusted to take ownership of testing activities, collaborate closely with Agile delivery teams, and continuously improve how quality is embedded across the delivery lifecycle. With the support of a collaborative, expert community, you will be empowered to apply your experience, shape best practice, and make a meaningful impact in a secure and mission-focused environment. 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. Please note this role is based full time on client site near Chippenham. Due to the secure nature of the programme, you will need to hold DV or HLC clearance. Candidates with SC clearance who are willing to progress to HLC/DV will also be considered.
Viveris is a consulting and engineering group specialised in management and implementation of projects in the fields of IT and embedded systems. Joining with Viveris is the assurance of meeting technical and human challenges while working on innovative projects in a collaborative and supportive environment. Purpose of the job : As part of our development in the railway field, we are looking for a systems engineer. As a System Engineer, you are integrated into our client's project engineering team and are responsible for the definition, verification, validation and integration of subsystems (Doors, Brakes, etc.) Your responsibilities : - Write system specifications - Write system testing and validation plans and verify coverage of specification requirements - Participate in the review and review of specification and design documents - Perform test procedures and analyse the results obtained - Manage the relationship between the customer and internal teams (design, development, validation, integration, deployment, customer service...)
At CGI, you'll help organisations protect critical systems, embed Secure by Design principles and strengthen resilience against an evolving cyber threat landscape. As a Cyber Security Consultant, you'll take ownership of meaningful security challenges, bringing fresh thinking to projects that support government, defence and other critical sectors. Working alongside an established community of cyber experts, you'll assess risk across business, technology and operations, embedding security throughout the solution lifecycle rather than treating it as an afterthought. You'll help clients translate complex challenges into practical, proportionate solutions, with the freedom to contribute ideas and shape outcomes while being supported by collaborative teams, shared expertise and opportunities to develop your career within one of the UK's largest cyber consultancies. 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. Location and working pattern: This role requires you to work on the client site in Basingstoke five days per week.
At CGI, we're building a Forward Deployed Engineering practice to turn complex customer challenges into working technology and measurable outcomes faster. As a Senior Forward Deployed Engineer, you'll work directly with customers to uncover the problems that matter, shape the right response and remain hands-on as ideas move from concept to production. Spanning software, AI, data, cloud and platforms, you'll have ownership of meaningful engineering challenges and the freedom to experiment intelligently, balancing innovation with security, governance and human judgement. Embedded within collaborative delivery pods, you'll work alongside specialists who share expertise and support your growth, while helping CGI establish reusable approaches and a new engineering capability that strengthens how we deliver technology-led transformation. 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. This is a hybrid position.
Nous rechercons un·e ingénieur·e freelance pour reprendre et sécuriser l'activité test bench. Vous interviendrez sur les bancs de test utilisés pour valider des produits connectés avant leur passage en production. Vos missions Assurer la continuité et la maintenance des bancs de test existants (environnement QT/Windows, C++) Manipuler des produits physiques : tests fonctionnels, mesures hardware, vérification de la connectivité Répliquer et fiabiliser les bancs utilisés en usine Documenter et stabiliser les procédures existantes pour faciliter la passation À terme, contribuer à l'outillage de l'équipe embedded (transposition vers Python) Interface hebdomadaire avec des équipes internationales