Data Engineer II - Snowflake AI

Redfin Redfin · Seattle · Seattle, WA

Data Engineer II focused on building AI agents using Snowflake's AI capabilities, including data readiness, agent development, and CICD processes. The role involves partnering with business teams to explore AI use cases and owning the end-to-end creation of AI data products.

What you'd actually do

  1. Design, develop, and support AI Data Agents built in Snowflake’s Cortex suite to enable various parts of the business.
  2. Partner with Analytics, Engineering, and Business teams to explore use cases where data powered AI agents can accelerate or unlock new possibilities.
  3. Build and maintain CICD processes for your agents using Github and Terraform.
  4. Own the creation of AI data products from end to end including thorough validation.
  5. Help guide the future vision of the Data AI space at Redfin.

Skills

Required

  • Python
  • complex SQL
  • data modeling
  • database technologies
  • Snowflake
  • semantic models
  • data LLM agents
  • Github
  • Terraform

Nice to have

  • Java
  • Postgres
  • MySQL
  • Snowflake’s AI suite (e.g., Cortex, Streamlit, Snowpark for Python)
  • data analytics
  • data science
  • structured and unstructured data sets
  • Git
  • Jenkins
  • Airflow
  • Docker
  • Kubernetes
  • Spark
  • cloud services (AWS / Azure / GCP)
  • AWS

What the JD emphasized

  • Experience in Snowflake is required
  • Proven experience working with semantic models and building data LLM agents

Other signals

  • building AI agents
  • data readiness for ML/LLM
  • Snowflake AI suite