Groupe Aptenia

Contractor job Ingénieur IA / MLOps Senior

Ile-de-France

Groupe Aptenia

Job position

Contractor
As soon as possible
3 years
500-600 €
5 to 10 years experience
Hybrid
Ile-de-France, France
Published on 30/09/2025

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Nous recherchons un Ingénieur IA / ML Ops senior pour renforcer notre équipe IT Data & IA en charge des projets Data & IA stratégiques d'un grand groupe international.

📍 Localisation : Saint Quentin en Yvelines / 2J de TT
📅 Démarrage : ASAP
⏳ Durée : Longue mission

✅Piloter le portefeuille de cas d’usage IA (ML, deep learning, IA générative, agentique)
✅Être le référent IA auprès des chefs de projet, architectes, métiers et partenaires
✅Mettre en place les bonnes pratiques de Feature Engineering, validation des données & QA
✅Challenger les modèles et garantir leur robustesse, explicabilité et conformité (IA Act, RGPD)
✅Définir et appliquer le cadre ML Ops du groupe (CI/CD, versioning, monitoring, reproductibilité)
✅Concevoir et implémenter des architectures IA modulaires et industrialisables
✅Auditer, valider et documenter les modèles / cas d’usage avant mise en production
✅Encadrer et accompagner les juniors, diffuser les bonnes pratiques et vulgariser auprès des métiers
✅Assurer une veille technologique active et anticiper les évolutions réglementaires

Candidate profile

⏩ Expertise en IA & ML Ops (MLflow, CI/CD, orchestration, infra as code)
⏩ Python, frameworks IA (PyTorch, TensorFlow, Transformers…)
⏩ Cloud (Azure / GCP / AWS)
⏩ Solides notions de gouvernance et conformité IA (IA Act, RGPD)
⏩ Leadership technique et pédagogie

Working environment

⏩ Expertise en IA & ML Ops (MLflow, CI/CD, orchestration, infra as code)
⏩ Python, frameworks IA (PyTorch, TensorFlow, Transformers…)
⏩ Cloud (Azure / GCP / AWS)
⏩ Solides notions de gouvernance et conformité IA (IA Act, RGPD)
⏩ Leadership technique et pédagogie

Lyon, Auvergne-Rhône-Alpes
20 - 99 employees
Consultancy firm
𝐀𝐩𝐭𝐞𝐧𝐢𝐚 – 𝐘𝐨𝐮𝐫 𝐄𝐱𝐩𝐞𝐫𝐭 𝐈𝐓 𝐑𝐞𝐜𝐫𝐮𝐢𝐭𝐦𝐞𝐧𝐭 𝐅𝐢𝐫𝐦 Aptenia is a specialized recruitment agency designed to meet the specific needs of companies seeking top talent. Based in London, Paris, and Lyon, we position ourselves as a key player in sourcing rare and strategic profiles. Our mission is to help clients achieve their hiring goals, reduce vacancy downtime, and maximize productivity by quickly finding the right talent. We are committed to building a service that values expertise and understands business challenges. With a proven network of qualified candidates, we connect top technical experts with fast-growing tech companies. 💻 𝐎𝐔𝐑 𝐈𝐓 & 𝐓𝐄𝐂𝐇 𝐄𝐗𝐏𝐄𝐑𝐓𝐈𝐒𝐄 🔒 𝐂𝐲𝐛𝐞𝐫𝐬𝐞𝐜𝐮𝐫𝐢𝐭𝐲 : Risk management, infrastructure protection, and information system security. ☁️ 𝐂𝐥𝐨𝐮𝐝 : Migration, architecture, and infrastructure optimization (AWS, GCP, Azure). 📊 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 & 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 : Big Data, analytics, artificial intelligence, and machine learning engineering. 🤖 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 : Automation, deep learning, and AI solutions. ⚙️ 𝐄𝐑𝐏/𝐂𝐑𝐌 : Expertise in SAP, Salesforce, and Microsoft Dynamics. We recruit within the top 1% to 3% of talent in France, offering a modern and efficient recruitment approach that enables companies to sustain growth and profitability. By choosing Aptenia, you gain a tailor-made approach and a strategic partner to build high-performing and long-lasting teams.

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Ingénieur IA / MLOps Senior

Groupe Aptenia

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