AI Engineer (Biometrics and Data Science)
Core
Design, implement, and operationalize domain-specific AI agents for code generation and data processing in regulated pharmaceutical environments.
Role type
Senior IC AI Engineer (Generative AI & RAG)
Builds
AI agents (e.g., ADaM code generation, SAP generation), retrieval/grounding pipelines, and integration adapters for code repositories and execution environments.
Domain
Pharmaceutical data science & Generative AI
Deliverable
production ML models
Required skills
Python, LLMs, RAG, prompt engineering, vector databases, MLOps, CI/CD, statistical validation, GxP compliance
Preferred skills
Fine-tuning, knowledge graphs, model optimization, human-in-the-loop evaluation
Technologies
FastAPI, LangChain, LlamaIndex, vector databases, containerization
Responsibilities
Design and iterate AI agents for specific departmental tasks; Develop prompt strategies and guardrails for safe, compliant outputs; Implement evaluation frameworks for generated code; Build adapters integrating agents with code repositories and workflows; Fine-tune or customize models and manage versioning; Collaborate with statisticians to encode domain logic; Partner with DevOps on deployment and monitoring; Maintain rigorous documentation for audits.
Seniority
Senior, hands-on IC
