Senior Data Scientist, Gen AI Application
Core
Design, build, and optimize intelligent agents and agentic workflows that reason, utilize complex tools, and automate intricate multi-step business processes for Genentech's Commercial, Medical, and Government Affairs teams.
Role type
Senior IC GenAI application engineer (agentic workflows)
Builds
Intelligent AI agents, orchestration workflows, decision logic, and collaboration patterns for enterprise applications
Domain
Biotech/Pharma + Generative AI
Deliverable
production ML models
Required skills
LLM-powered agent design, agentic workflow orchestration, prompting techniques, tool calling, RAG, Python, TypeScript, API design, asynchronous workflows
Preferred skills
Multi-agent architecture, enterprise platform deployment, model routing, prompt versioning, fine-tuning, cloud environments (AWS)
Technologies
LangGraph, LangChain, AWS, AWS AgentCore
Responsibilities
Architect and deploy intelligent AI agents; Define tool schemas, APIs, and error-handling mechanisms; Optimize agent behavior for accuracy and latency; Design memory, context retention, and RAG strategies; Establish evaluation frameworks and observability metrics; Partner with engineers to integrate systems into production environments
Seniority
Senior, hands-on IC
