Job Title: Agentic Analytics Engineer
Contract Length: 1 year with probability of extensions
Location: Onsite in South San Francisco, hybrid
Hours: 9-5 PST
Start Date: ASAP
Client Overview:
As an Agentic Analytics Engineer in Synthetic Molecule Pharmaceutical Sciences
(SMPS) in Genentech, you will be responsible for integrating scientific and business
data from multiple sources to generate agentic analytics product. You will be connecting
Large Language Models (LLMs) to enterprise tools, databases, and APIs to enable
conversational data analytics, and contributing to the development of life-saving
therapeutics.
Job Description:
Agent Orchestration: Use frameworks like LangChain, CrewAI, or LangGraph
to build specialized agents
●Tool Integration: Implement the Model Context Protocol (MCP) to connect
agents to internal systems like Microsoft Suite, Slack, or SQL databases.
●Workflow Mapping: Translate complex business processes (like "genotoxic
impurity profile of a therapeutic molecule") into a series of logical steps an AI can
follow.
●RAG Pipeline Maintenance: Build and optimize Retrieval-Augmented
Generation (RAG) systems using vector databases (e.g., Pinecone, Weaviate)
to give agents access to enterprise knowledge and data.
●Evaluation & Debugging: Use "LLM-as-a-Judge" frameworks to test agent
reliability, find where reasoning loops fail, and implement "Human-in-the-Loop"
(HITL) approval gates.
Skill Set Requirements:
●Language: Python and SQL (advanced)
●Data Stack: Modern data warehouses such as Snowflake
●Frameworks: LangChain and LangGraph
●Orchestration: Mastery of reasoning loops (ReAct, Chain-of-Thought)
●Protocols: Model Context Protocol and RESTful API integration
Nice to Haves:
●Experience in web application development
●Basic understanding of chemistry and drug development and relevant experience
in biotech or pharmaceutical companies
Education/Certification(s)/License(s):
●Education: B.S./M.S./Ph.D. in Computer Science, Data Science, or a related
field, with 1+ years of professional work experience
●Portfolio: Evidence of building at least one autonomous system (e.g., an agent
that can successfully scrape a site, summarize findings, and email a report
without human intervention).

Agentic Analytics Engineer

Similar Engineering Jobs

Senior BI Developer

Data Engineer

Data Developer

Sr Engineering Analyst - Project Management - Strategic Commercialization

Data Engineering Specialist – AI

Data Engineer