Data Scientist + GenAI
Role: Data Scientist + GenAILocation: Mountain View, CAType: ContractCustomer NeedThe project is focused on buildingproduction-grade GenAI solutionswith emphasis on:
•RAG pipelinesleveraging LLMs
•Prompt engineering(system/tool prompts, function calling, versioning with evals)
•Evaluation & observability(ground truth setup, confusion metrics, LLM-as-judge with human review, cost & latency monitoring)
•Retrieval strategies & prompt patterns(context management, hallucination mitigation)
•LangChain/LlamaIndex (or equivalent)proficiency
•Cloud LLM providers(Azure OpenAI, AWS Bedrock, Vertex AI)
•Workflow orchestration(Airflow, Dagster)
•Security & privacy(PII handling, RBAC)
•Python expertisewith strong practical experienceSuccess criteria:
• Aproduction-ready prompt + RAG pipeline systemwith measurable quality lift (accuracy/confusion metrics) and reduced hallucinations, backed by a repeatable evaluation harness.