Lead Data Scientist
BengaluruFull-time8–12 yrsPosted 1 week ago
Leadership data science role at Societe Generale in Bengaluru. Needs 8–12 years.
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
- Machine learning
- SQL
- Python
- LLMs
- Statistics
- Prompt engineering
Good to have
- NLP
- Deep learning
- REST APIs
- FastAPI
- System design
- Data structures