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Data Engineer
Data EngineerCity Light • Worcester, MA, United States
Data Engineer

Data Engineer

City Light • Worcester, MA, United States
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Machine Labs Data Engineer

This role sits within Machine Labs, an AI start-up that we have incubated within City Light Capital, and reports to the Head of Product.

City Light is a venture capital firm that invests early in mission-driven companies creating measurable, scalable impact in education, care, and climate. As one of the first firms to define "impact investing" as both a moral and financial mandate, we back founders building solutions that not only perform but make the world meaningfully better.

Our portfolio includes companies like 2U, ShotSpotter, Bicycle Health, OhmConnect, and Headspace Health. We are a small, high-caliber team that believes better data drives better investing and that great infrastructure underpins meaningful insight.

Location : New York Preferred, US-remote considered.

Why this role

  • Small, senior team ? real ownership and fast iteration
  • Clear mandate ? reliability, quality, and speed over vanity projects
  • Greenfield meets production ? extend a working platform, not a blank slate

What you'll do

  • Maintain and scale batch data pipelines in Python + SQL
  • Add new sources (APIs, files, warehouses) with robust data contracts
  • Implement data validation and quality checks (we prefer Pandera; open to GE / dbt tests)
  • Build observability for pipelines (alerts, SLAs / SLOs, lineage, cost visibility, oTel)
  • Contribute to modeling in dbt / SQL and help us evolve best practices
  • Work with founding team & clients to keep data reliable, documented, and auditable
  • Improve CI for data (tests, type checks) and pragmatic infra (Docker / IaC-lite)
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