Senior Software Engineer I — Agentic Analytics

Instacart Instacart · Consumer · Canada · Remote · Software Engineering

Senior Software Engineer to join the Agentic Analytics Platform team, focusing on building LLM-powered systems for data practitioners. This role involves designing and implementing end-to-end systems including retrieval, agentic workflows, evals, and product surfaces within Instacart's Data Infrastructure organization.

What you'd actually do

  1. You will build LLM-powered systems end-to-end — retrieval/grounding over internal metadata and code, agentic workflows, evals and quality systems, and the product surfaces that put these tools in front of internal users.
  2. You will collaborate closely with other engineers on the team and contribute to a strong engineering culture around applied AI rigor (evals, observability, safety, cost).
  3. You will work closely with Data Science, ML, Product Engineering, and other Data Infra teams to identify high-leverage AI applications and translate them into reliable, production-grade systems.
  4. You will have the opportunity to suggest and drive new initiatives — the roadmap is still being shaped and there's real room for contribution.

Skills

Required

  • Python
  • backend engineering
  • production services
  • applied LLM systems
  • RAG
  • agentic workflows
  • prompt engineering
  • evals
  • data infrastructure technologies
  • Airflow
  • Snowflake
  • dbt
  • SQL
  • large codebase
  • cross-functional team

Nice to have

  • retrieval systems
  • vector stores
  • grounding LLMs over structured/unstructured enterprise data
  • eval frameworks
  • quality systems for LLM-powered products
  • developer tools
  • internal tools for technical users

What the JD emphasized

  • applied LLM systems
  • RAG
  • agentic workflows
  • prompt engineering
  • evals
  • production

Other signals

  • LLM-powered systems
  • AI-for-Data charter
  • production-grade systems
  • applied AI rigor