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Open nowPosted 5 hours agoWe saw it 47 min after it went up

Développeur Python IA/ML Confirmé à Sénior

Sword Services26 open roles

Where
Fribourg, Fribourg, Suisse
Work mode
On site
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Your applicationOpen nowDéveloppeur Python IA/ML Confirmé à SéniorSword Services · Fribourg, Fribourg, Suisse

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  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on Sword Services's own form.

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The clock on this job

Early applications get read.

8.1% of postings close within 7 days. Measured by our own scanner across the market. Sword Services postings stay open a median of 4 days.

Share of postings closed within
  1. 1.7%1 day
  2. 3.6%3 days
  3. 8.1%7 days
  4. 15.0%14 days
  5. 34.0%30 days
This job: posted 5 hours ago

Sword Services median: 4 days open

The posting

Nous ouvrons un poste de Développeur backend Python IA/ML - confirmé à sénior pour renforcer l'équipe de notre client basé à Fribourg. Vous contribuerez à la conception, au développement et à l'optimisation d'une architecture d'IA générative robuste, sécurisée et entièrement déployée en environnement on-premise.

Responsabilités du poste

  • Concevoir, développer et maintenir des services backend Python destinés à des applications d'IA générative en production.
  • Développer et orchestrer des workflows agentiques complexes reposant sur des frameworks tels que LangGraph, CrewAI, BeeAI ou AG2.
  • Mettre en œuvre des architectures RAG performantes intégrant outils, function calling et collaborations multi-agents.
  • Concevoir et optimiser les pipelines d'ingestion documentaire, d'OCR et de structuration de contenus issus de documents numérisés.
  • Déployer et exploiter des modèles de langage open-weight hébergés localement, en garantissant performance, sécurité et disponibilité.
  • Développer et faire évoluer des API performantes avec FastAPI et assurer leur déploiement dans des environnements Kubernetes.
  • Mettre en place les bonnes pratiques de CI/CD, d'observabilité, de gestion des secrets et de protection des données sensibles.
  • Participer aux choix techniques et architecturaux afin d'assurer la scalabilité, la maintenabilité et la maîtrise des coûts de la solution.
  • Solide expérience en développement backend avec Python 3.11+ dans des environnements de production, incluant typage, tests automatisés (Pytest) et bonnes pratiques de développement logiciel.
  • Expérience concrète de mise en production de solutions IA/ML, au-delà de phases de démonstration ou de prototypage.
  • Maîtrise d'au moins un framework d'orchestration agentique tel que LangGraph, CrewAI, BeeAI ou AG2.
  • Expérience des bases de données vectorielles (Chroma, Qdrant, Weaviate ou équivalent) pour l'indexation et la recherche sémantique à grande échelle.
  • Connaissances approfondies des technologies OCR et de traitement documentaire, notamment Docling, PaddleOCR ou solutions comparables.
  • Expertise dans le déploiement et l'exploitation de LLM auto-hébergés avec des solutions telles que llama.cpp, vLLM ou équivalent.
  • Bonne maîtrise des API REST, de FastAPI, des conteneurs Docker et des environnements Kubernetes.
  • Expérience en fine-tuning ou déploiement de modèles open-weight tels que Mistral, Llama ou Apertus.
  • Capacité à prendre des décisions d'architecture en tenant compte des enjeux de performance, qualité, sécurité, exploitabilité et coûts.
  • Parfaite maitrise du français.
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