Thrive Market

Thrive Market is an online, membership-based market operating as a Certified B Corporation, Public Benefit Corporation, and Climate Neutral Certified company. Established with a mission to make healthy and sustainable living accessible and affordable, the company delivers high-quality products at member-only prices. It operates a matching model where every paid membership includes a free membership provided to someone in need. The company serves over 1.7 million members by utilizing technology to help users discover products, support sustainable brands, and access member-specific pricing.

To support its operations, the company utilizes machine learning engineering and MLOps to build and maintain internal ML systems, pipelines, and associated infrastructure. Engineering teams conduct model training experiments, implement alternative model architectures, and apply large language models to shape the company's long-term systems for search and discovery. Technical work bridges research and production infrastructure to support search functionality, statistical methodologies, and data processing pipelines.