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General Medicine

Marketplace Scientist

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Hybrid
San Francisco, CA, USA
Hybrid
San Francisco, CA, USA
Marketplace Scientist

About General Medicine

We’re building a platform that makes it delightfully simple for people to find, book, and afford care across virtual and in-person visits, prescriptions, labs, imaging, and more.

As a Marketplace Scientist at General Medicine, you’ll work directly with our Chief Economist to design the algorithms, mechanisms, and models that underpin the matching, pricing, and insurance estimation systems at the heart of the business. From understanding patient preferences to forecasting prices across complex insurance networks, your work will determine how the marketplace functions and scales.


For our Marketplace Scientist, we are looking for a strong quantitative background specifically applied to pricing, financial data or risk assessment. We are looking for someone who can fluidly turn quantitative insight into actionable shifts in pricing and payment.
Qualifications
  • Application to economics (behavioral economics, pricing models, game theory) or financial data is more important than data engineering/coding experience

  • Need strong SQL at minimum, ideally experience with python/R for stats

  • Best degrees are math/physics, economics, statistics, CS is fine only if the Econ exposure is there

  • Top-tier quantitative program or strong financial services background (fintech is good too)

Responsibilities

  • Use statistical methods in order to evaluate ML models as they apply to a dynamic marketplace

  • Design concrete incentives and comp structures to improve marketplace efficiency

  • Work across teams to improve operational processes based on data findings

  • Scale tools used to conduct experiments and measure ROI

This is a hybrid role in either SF or Boston (Cambridge).

What you need to know about the San Francisco Tech Scene

San Francisco and the surrounding Bay Area attracts more startup funding than any other region in the world. Home to Stanford University and UC Berkeley, leading VC firms and several of the world’s most valuable companies, the Bay Area is the place to go for anyone looking to make it big in the tech industry. That said, San Francisco has a lot to offer beyond technology thanks to a thriving art and music scene, excellent food and a short drive to several of the country’s most beautiful recreational areas.

Key Facts About San Francisco Tech

  • Number of Tech Workers: 365,500; 13.9% of overall workforce (2024 CompTIA survey)
  • Major Tech Employers: Google, Apple, Salesforce, Meta
  • Key Industries: Artificial intelligence, cloud computing, fintech, consumer technology, software
  • Funding Landscape: $50.5 billion in venture capital funding in 2024 (Pitchbook)
  • Notable Investors: Sequoia Capital, Andreessen Horowitz, Bessemer Venture Partners, Greylock Partners, Khosla Ventures, Kleiner Perkins
  • Research Centers and Universities: Stanford University; University of California, Berkeley; University of San Francisco; Santa Clara University; Ames Research Center; Center for AI Safety; California Institute for Regenerative Medicine

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