Matching Algorithm Engineer

Added
2 days ago
Type
Full time
Salary
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Related skills

experimentation retrieval ranking dispatch

📋 Description

  • Build search-ranking, marketplace-matching, and dispatch models for a two-sided marketplace.
  • Own learning-to-rank and retrieval/recall pipelines end to end.
  • Improve marketplace conversion through relevance, matching, and recommendation models.
  • Design and analyze experiments (A/B, switchback) to prove causal impact in a marketplace setting.
  • Apply modern ML/LLM techniques to ranking and matching where they add lift.

🎯 Requirements

  • 4+ years as ML Engineer/Applied Scientist on ranking, matching, dispatch, or recommendation.
  • Direct work on two-sided marketplace matching/dispatch or search ranking with LTR/retrieval.
  • Proven marketplace-conversion impact with measurable lift.
  • Strong experimentation skills, incl. causal methods (switchback).
  • Production ML at scale.
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