Stage Ingénieur·e IA - H/F
Core
Design an AI agent for auditing technical bids, predictive scoring, and marketing value enhancement of engineering reports for Eiffage Route's public tenders.
Role type
Junior AI engineer (student)
Builds
Multi-agent AI architecture for bid evaluation and a web-based interactive prototype for predictive scoring
Domain
Construction & Infrastructure (Roads, Ports, Airports) + AI/LLMs
Deliverable
production ML models
Required skills
LLMs, prompt engineering, multi-agent frameworks (LangGraph, CrewAI, AutoGen), web development (Streamlit, Chainlit, FastAPI/Vue), business acumen, critical thinking
Preferred skills
Generalist engineering background with AI/Data major, top-tier computer science school
Technologies
LangGraph, CrewAI, AutoGen, Streamlit, Chainlit, FastAPI, Vue
Responsibilities
Analyze past bids and evaluation grids to identify discriminant criteria; Design multi-agent architecture with specific personas (Buyer, Technical Director, Copywriter); Audit and challenge technical rigor via Red Teaming; Reformulate value propositions for client benefits and environmental commitments; Develop interactive web prototype for scoring and vulnerability tracking; Test tool on real bids and formalize usage methodology
