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