Bolt

Staff Economist, Marketplace Experimentation

8.0/10

Bolt

$90,000 – $135,000 USD
Remote
senior
about 1 month ago
May be outdated
analyticstecheconometricscausal inferencePythondata sciencebig data toolsSparkDatabricks

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Description

What you'll do

  • Collaborate with marketplace teams across the company to optimize sensitivity and speed of their switchback tests
  • Provide standardized guidance to teams on network effects and how to select the right measurement methods.
  • Drive R&D to deepen our understanding of marketplace dynamics and implement new methods to measure long-term impact
  • Deliver proof-of-concepts clear enough for engineers to platformise and scale company-wide

Requirements

  • A strong background (PhD or equivalent experience) in the application of econometric or statistical theory to business or policy decisions
  • Work well in highly collaborative environments to understand the context-specific challenges of teams and work with them to find and develop solutions
  • Proven experience in applying causal inference methods to real product or policy decisions, with at least a theoretical understanding of two-sided marketplaces
  • Comfort reading and implementing methods from research papers: you can go from a paper's mathematical notation to a working Python proof-of-concept
  • Self-direction to define your own roadmap and drive it – you will have strong support and context along the way
  • Experience with data science at scale using big data tools like Spark/Databricks
  • Experience is great, but we really look for drive, intelligence, and integrity.
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