RevenueBase

Senior Data & AI Platform Engineer, AWS, Snowflake, Vector Search

RevenueBase

full-time

Posted on:

Location Type: Remote

Location: United States

Visit company website

Explore more

✨ AI Apply
Apply

Job Level

Senior

Tech Stack

AWSDistributed SystemsETLPython

About the role

  • Design and build data-driven tools that operate on large datasets stored in S3 and Snowflake
  • Implement pipelines that:
  • Extract specific columns or datasets from Snowflake
  • Generate vector embeddings via APIs such as OpenAI
  • Store and manage embeddings in vector databases like Pinecone
  • Enable semantic search and similarity-based retrieval
  • Develop enrichment workflows that:
  • Query structured data
  • Use LLM APIs to generate new derived columns
  • Write enriched results back into Snowflake
  • Build reusable internal services and SDKs around embedding generation, prompt orchestration, and data augmentation
  • Optimize performance and cost across AWS infrastructure
  • Work closely with product and data teams to turn use cases into scalable engineering solutions
  • Ensure reliability, observability, and maintainability of AI-powered pipelines

Requirements

  • 5+ years of software engineering experience
  • Strong backend engineering skills (Python preferred; other modern languages acceptable)
  • Solid experience with:
  • AWS (IAM, Lambda, ECS/EKS, S3, networking, security best practices)
  • Data warehousing (Snowflake preferred)
  • API design and distributed systems
  • Hands-on experience working with LLM APIs (e.g., OpenAI) and embedding workflows
  • Experience with vector databases (Pinecone or similar)
  • Strong understanding of data modeling, ETL/ELT patterns, and performance optimization
  • Production experience in at least one startup environment
  • Ability to operate independently and ship high-impact systems end-to-end
Benefits
  • Work on practical, production-grade AI systems
  • Direct impact on how data is leveraged across the company
  • Startup speed with real ownership and autonomy
  • Opportunity to define the internal AI platform from the ground up
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
PythonAWSSnowflakeAPI designdistributed systemsLLM APIsembedding workflowsvector databasesdata modelingETL/ELT patterns
Soft Skills
independent operationhigh-impact systems deliverycollaborationproblem-solvingcommunication