Cloud - AI Pipeline Engineer (Big Sister AI) White Sales $$$$

Madfish

Madfish

Software Engineering, Sales & Business Development, Data Science

Remote

Posted on May 10, 2026

Who we are

Big Sister AI is building the Sales Score standard — an objective 0-100 rating of sales execution quality. Think Moneyball for sales. Austin-based, Capital Factory portfolio, backed by AWS and Microsoft for Startups.

Why this role exists

We're migrating our entire data and audio pipeline to AWS — replacing our current toolstack with a production-grade, multi-tenant architecture. You'll own this build end-to-end.

What you'll own

  • Design and build cloud-native data and audio processing pipelines on AWS
  • Integrate Azure AI services for transcription and LLM scoring
  • Own data layer architecture — reliability, schema design, cost optimization
  • Build and maintain third-party connector integrations (CRM, notetakers)
  • Actively use AI coding tools (Claude, Cursor, Copilot) — hard requirement, not nice-to-have

What you need

  • Strong AWS hands-on: Lambda, S3, EventBridge, API Gateway, DynamoDB, Secrets Manager
  • Azure experience: OpenAI endpoints, Speech Services, Function Apps
  • Python 3 — serverless functions, adapters, webhook handlers
  • PostgreSQL + SQL — solid data modeling fundamentals
  • ELT experience with Data Clouds — Snowflake preferred, BigQuery or Redshift acceptable
  • dbt — data modeling and transformation pipelines, production experience required
  • Multi-cloud exposure: AWS primary, GCP (BigQuery) and Azure interaction expected
  • Self-sufficient — delivers projects with minimal supervision, owns outcomes not just tasks
  • Proactive AI tool user — you use Claude/Cursor daily, not occasionally
  • Upper-intermediate English — async written communication with US team
  • Ukrainian-based — Kyiv/Lviv timezone preferred

Nice to have

  • AppFlow, Glue, Athena
  • OAuth/credential management tools
  • Experience working with US-based or distributed teams

What we offer

  • Competitive Ukrainian market salary
  • Direct collaboration with the CEO and US-based advisors
  • Greenfield build — you're not inheriting legacy, you're replacing it
  • Equity conversation after 3-month trial