AI Engineer – AI Agents in Production

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