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Staff Software Engineer - Experimentation

🕒 26 days ago
Python 3TypeScriptFastapiSqlalchemy

📜 Description

  • Own the experimentation platform, designing core primitives for user assignment and data recording.
  • Evaluate and consolidate the experimentation and feature flagging stack, currently using LaunchDarkly and Statsig.
  • Expand experimentation capabilities for market-based testing in a multi-sided marketplace.
  • Raise the standard of experimentation across the company through documentation, education, and best practices.
  • Collaborate with Data Science to ensure trustworthy results and effective measurement methodologies.

🛠️ Requirements

  • You have built the parts that do not come out of the box: assignment that persists correctly, exposure that reflects what a user actually saw, identity resolved across sessions and devices, or the diagnostics that catch a broken experiment early.
  • You have debugged the hard class of measurement bugs: traffic that split unevenly, users who ended up in both arms, effects that vanished once you looked at who was actually exposed, identity that broke between anonymous and logged-in sessions.
  • You have built a program and not only a platform. You have measurably raised how well an organization experiments through defaults, templates, review, and teaching, not only through code.
  • You have made a build versus buy call on a platform and lived with it. You can reason about vendor risk and about where a warehouse-native approach beats a hosted one.
  • You have landed a migration on teams that did not ask for one, by making the new path easier than the old path rather than by mandate.
  • You use AI as genuine leverage in your work and you have clear opinions about where it must not be trusted without a human.
  • You have driven technical direction beyond your own team through design documents, reviews, and planning cycles, and you regularly mentor senior engineers.
  • You are willing to flex across the stack. This role touches backend services, front end rendering, CDN behavior, and the data warehouse.
  • Experience with multi-sided marketplaces, growth or search and ranking systems, or healthcare is a plus, though none is required.

Benefits

  • Equity compensation
  • Medical
  • Dental
  • Vision coverage
  • Work-from-Home Stipend
  • Therapy Reimbursement
  • 16-week parental leave for eligible employees
  • Carrot Fertility annual reimbursement and membership
  • 13 paid holidays each year as well as a Holiday Break during the week between December 25th and December 31st
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