Lead Data Scientist

About the role

Lead Data Scientist at Societe Generale. 8 to 12 years of relevant experience, 4 years in data science domain.

What you'll do

• Utilize a solid background in mathematics and statistics to guide model development, evaluation, and experimentation
• Design, architect, and develop robust machine learning and LLM-based solutions, including agentic systems and multi-agent workflows where applicable
• Develop scalable AI services and model-serving frameworks using REST APIs and FastAPI for enterprise integration
• Establish monitoring, observability, and evaluation practices for ML and LLM systems, including performance tracking, drift detection, and response quality analysis
• Define and implement end-to-end data and AI pipelines, including data ingestion, transformation, embedding generation, and vector database integration

What you need

• 8–12 yrs of experience
• Machine learning
• SQL
• Python
• LLMs
• Statistics
• Prompt engineering
• Any graduate

Good to have

• NLP
• Deep learning
• REST APIs
• FastAPI
• System design
• Data structures