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Senior Software Engineer - Backend, Data Products - MarTech​/AdTech

Job in San Francisco, San Francisco County, California, 94199, USA
Listing for: Three Pillars Recruiting
Full Time position
Listed on 2026-10-24
Job specializations:
  • Software Development
    Backend Developer, Python, Software Engineer
Salary/Wage Range or Industry Benchmark: 180000 - 230000 USD Yearly USD 180000.00 230000.00 YEAR
Job Description & How to Apply Below

Senior Software Engineer - Backend, Data Products

As a Senior Software Engineer on Backend, Data Products, you build the product itself - the composable, self-correcting pipeline capabilities customers actually use. You develop Reactors (the Observe / Match / Act / Compose primitives at the heart of the platform), the connectors and tooling that bring messy real-world data in, the validation that keeps it trustworthy, and the backend/GraphQL surface that exposes it.

This is applied backend engineering: turning a hard product vision into resilient, shippable features.

What You’ll Do
  • Build and extend Reactors — the Observe / Match / Act / Compose primitives that make pipelines composable and self-correcting.
  • Develop connectors, ingestion, and transformation tooling for diverse, messy marketing data sources, including schema evolution.
  • Build data validation and quality into the pipeline (e.g., Great Expectations-style contracts) so correctness is enforced, not hoped for.
  • Design and ship the backend / GraphQL surface that exposes pipeline capabilities to internal teams and customers.
  • Orchestrate multi-step pipeline work with workflow engines (Temporal) and event-driven dispatch (NATS/Jet Stream).
  • Collaborate in a sprint-based cycle with product and science to turn analytical workloads into production features.
What Will Help You Succeed Engineering fundamentals
  • 5+ years writing production software, with deep Python (3.10+, async/await, type hints; pandas, SQLAlchemy, Pydantic).
  • Built resilient, observable ETL/ELT pipelines that ingest, transform, and validate data at scale.
  • API/backend design:
    GraphQL and/or REST contracts, versioning, and ergonomics other engineers actually enjoy using.
  • PostgreSQL depth - schema design, query optimization; comfortable with both ORM and raw SQL.
Systems & tooling
  • Event-driven and workflow-orchestrated systems (Temporal, NATS / Kafka, or similar).
  • Data validation / quality frameworks, and a habit of designing for correctness and debuggability.
Nice to have
  • Plugin / extension development (Apache NiFi or similar) and fluency with AI coding assistants as part of your workflow.
  • Performance-sensitive work in a systems language (Rust, C++) - graph / lineage modeling; connector ecosystems.
The Role Is Right For You If
  • You like turning a hard product vision into clean, composable systems others build on.
  • You build and ship alongside the team, and you treat pipeline correctness as a feature.
Position Requirements
10+ Years work experience
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