{"id":3520919,"url":"https://alion.io/job/andema-ai-agent-builder-generative-ai-engineer","title":"AI Agent Builder / Generative AI Engineer","company":{"id":2433112,"name":"Andema","domain":"andema.org","url":"https://alion.io/company/andema","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"freelance","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Lille, France"],"countries":["FR"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":42000,"max":50000,"currency":"EUR","period":"year","gross":null,"usd_annual":55857},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AutoGen","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"CrewAI","optional":false},{"name":"GCP","optional":false},{"name":"GitHub Actions","optional":false},{"name":"Google BigQuery","optional":false},{"name":"LangChain","optional":false},{"name":"LangSmith","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"NVIDIA NeMo","optional":false},{"name":"Power BI","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"SQL","optional":false},{"name":"Tableau","optional":false},{"name":"Vertex AI","optional":false},{"name":"Vertex AI Agent Builder","optional":false}],"status":"live","first_seen_at":"2026-10-30T08:18:55Z","employer_posted_date":null,"last_verified_at":"2026-10-30T08:18:55Z","board_verified":false,"closed_at":null,"days_open":2,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":2},"description":"Dans le cadre de la structuration de notre pôle IA, nous faisons évoluer notre trajectoire technique : nous ne cherchons pas un Data Scientist ou un ML Engineer classique, mais un AI Agent Builder / LLM Engineer confirmé.\nVotre mission ? Concevoir, déployer, gouverner et industrialiser des agents IA autonomes répondant à des besoins métier variés (Support, Finance, RH, Opérations, Fraud/Risk), tout en maintenant une infrastructure de données robuste et hautement scalable sous GCP.\nVous travaillerez au carrefour des équipes Data, Tech, Produit et Metier pour passer des prototypes à la production réelle.\n\nVOS MISSIONS\nConception & Industrialisation d'Agents IA (Cœur du rôle)Création d'agents IA métiers : Développer et orchestrer des agents fonctionnels et multi-outils pour adresser des problématiques métier concrètes.\n\nGouvernance & Guardrails : Mettre en place des mécanismes de contrôle, d'évaluation, de sécurité et d'alignement pour garantir des réponses fiables en production.\n\nAdministration de plateformes Agents/LLM : Gérer et superviser l'écosystème d'orchestration et de monitoring (ex: LangSmith, Azure AI Foundry, Vertex AI, Bedrock).\n\nDéploiement & MLOps : Assurer le passage en production robuste avec une architecture MLOps adaptée (CI/CD via GitHub Actions).\n\nModélisation, Analyse & Inférence de DonnéesModélisation hybride : Adresser les problématiques clés (prévention de la fraude, scoring, optimisation des conversions) en combinant GenAI/LLM et ML classique / Deep Learning selon l'impact coût/performance.\n\nAnalyse d'impact & Rigueur statistique : Analyser le flux transactionnel avec rigueur (tendances, anomalies, causalité) et challenger les modèles sur des données réelles avant tout déploiement.\n\nInfrastructure de Données & MLOps (Stack GCP)Pipelines de données : Concevoir et maintenir des pipelines de données fiables sur notre stack GCP (BigQuery, Dataform, Pub/Sub) pour alimenter les agents et modèles.\n\nPerformance & Scalabilité : Optimiser les requêtes, gérer de volumineux flux de données et éliminer les goulots d'étranglement.\n\nAcculturation & Animation de la Culture IAInspiration & Pédagogie : Co-construire les cas d'usage avec le Produit et vulgariser vos réalisations auprès d'interlocuteurs non-techniques sans sacrifier la rigueur scientifique.\n\nVeille & Standards : Établir des standards de dev (tests, linting, doc) et animer une veille technologique active sur les avancées des LLM et de l'agentique.\n\nProfil recherché\nMinimum 4 ans d'expérience en AI Engineering, LLM Engineering, Data Science, MLOps.\n\nExpérience avérée en production : Vous avez déjà conçu, orchestré et déployé des agents IA / LLM ainsi que des modèles Machine Learning qui tournent en vie réelle (pas seulement des notebooks).\n\nManiement des plateformes d'agents : Expérience sur la gouvernance, les guardrails et le management d'agents via au moins un framework/plateforme du marché (LangSmith, Vertex AI, Azure AI Foundry, Bedrock, etc.)\n\nLangages & Frameworks : Maîtrise experte de Python et SQL. Connaissance de PyTorch.\n\nGenAI & Agentique : Maitrise du prompt engineering, des architectures RAG, des frameworks d'agents (LangChain, LlamaIndex, AutoGen, CrewAI, etc.) et de l'évaluation/guardrails (Guardrails AI, NeMo, etc.).\n\nStack Data & Cloud : Bonne maîtrise de GCP (BigQuery, Dataform, Pub/Sub, Vertex AI).\n\nPratiques MLOps : CI/CD (GitHub Actions), conteneurisation, suivi et observabilité des modèles/agents.\n\nBases de données & Viz : Pratique des bases SQL, NoSQL et d'outils de data visualisation (Tableau, Power BI, Toucan Toco, etc.)\n\nPédagogie & Posture Business : Capable de convaincre par les faits, d'expliquer l'imparfait d'un modèle et de dire « non » si une solution n'est pas prête pour la prod.\n\nAutonomie & Proactivité : Capacité à cadrer un problème, chiffrer son ROI potentiel et proposer des architectures adaptées.\n\nEsprit d'analyse & Synthèse : Rigueur scientifique couplée à une vision très pragmatique du business.","description_format":"text","description_chars":3977,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Consulting & Digital Transformation","IT Outsourcing & Dedicated Teams"],"lifecycle":[{"event":"open","at":"2026-10-30T11:56:40Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":15,"reasons":["seen:1","velocity","win:early"],"computed_at":"2026-11-01T06:10:25Z"},"pay":{"stated_usd_annual":55857,"is_top_pay":false},"html_url":"https://alion.io/job/andema-ai-agent-builder-generative-ai-engineer","json_url":"https://alion.io/job/andema-ai-agent-builder-generative-ai-engineer.json","meta":{"generated_at":"2026-11-01T21:39:13Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":33015,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-02T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":2433112},"rest":"https://alion.io/mcp/rest/get_company?id=2433112"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fandema-ai-agent-builder-generative-ai-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fandema-ai-agent-builder-generative-ai-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fandema-ai-agent-builder-generative-ai-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/andema-ai-agent-builder-generative-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fandema-ai-agent-builder-generative-ai-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3520919}},{"tool":"search_jobs","arguments":{"company":"andema.org","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3520919},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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