Required skills
Languages: French
Job description
Seeking a freelance AI Engineer to design, industrialize, and operate AI agents based on LLMs for a large client's advertising and digital activities. The role involves integrating these agents into existing systems and ensuring their production readiness.
Project overview
AI Engineer – AI Agents in Production
Context
For one of our large enterprise clients, YUNIK is looking for a freelance AI Engineer to strengthen the team responsible for a range of AI agents serving the group's advertising and digital activities.
You will join a Data & AI team, working directly with the program's technical lead. You will design, industrialize, and operate LLM-based agents integrated into the existing information system.
Your missions
Expected skills
Profile sought
Stack
Python · LLM · AI Agents · MCP · Docker · Kubernetes · Helm · AKS · CI/CD · Datadog
Terms
- Design and develop AI agents (orchestration, tools, MCP, context management) connected to company APIs and data
- Integrate these agents into the existing architecture, with the product, data, and infrastructure teams
- Industrialize deliverables: containerization, deployment on Kubernetes, CI/CD pipelines from PR to production
- Monitor agents in production: traces, logs, metrics, user feedback, response quality evaluation
- Ensure the security and compliance of solutions (secret management, group security requirements)
- Frame needs, justify architectural choices, and document delivered solutions
- Development: mastery of Python and software best practices (testing, code review, maintainable code)
- Deployment and industrialization: Docker, Kubernetes (Helm, AKS or equivalent), CI/CD pipelines
- AI Agents: concrete experience in designing and integrating LLM agents into an existing IS (orchestration, tool calling, MCP, context management)
- Reliability and observability: monitoring of agents in production (Datadog or equivalent), response evaluation, secret management
- Collaboration: autonomy, ease of working cross-functionally with product, data, and infra teams, rigor in documentation
- Minimum 5 years of experience in software development, including significant experience on LLM / agent projects put into production
- Experience in a large enterprise environment appreciated
- Fluent French
- Status: freelance
- Start: [ASAP / date]
- Duration: [x months renewable]
- Location: Paris / Île-de-France, [remote work rhythm]
Project details
- Start: flexible
- Remote: hybrid
- Location: Paris, France, FR
- Languages: French
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