1 час назад
Matching Algorithm Engineer (ML)
163 000 - 400 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Matching Algorithm Engineer (ML): Building search-ranking, marketplace-matching, and dispatch models for a two-sided local marketplace with an accent on learning-to-rank, retrieval pipelines, and recommendation systems. Focus on designing causal marketplace experiments, improving conversion through relevance models, and applying modern ML/LLM techniques in production at scale.
Location: Mountain View, California, United States
Annual base salary: $163,000–$400,000 USD
Company
is a content intelligence platform delivering personalized local news and information through AI, recommendation systems, and adtech.
What you will do
- Build search-ranking, marketplace-matching, and dispatch models for a two-sided local marketplace.
- Own learning-to-rank and retrieval/recall pipelines end to end.
- Improve marketplace conversion through relevance, matching, and recommendation models.
- Design and analyze A/B and switchback experiments to measure causal impact in marketplace settings.
- Apply modern ML and LLM techniques to ranking and matching where they deliver measurable improvements.
Requirements
- 4+ years of experience as an ML Engineer or Applied Scientist working on ranking, matching, dispatch, retrieval, or recommendation.
- Direct experience with two-sided marketplace matching or dispatch, or with search ranking supported by learning-to-rank and retrieval pipelines.
- Demonstrated impact on marketplace conversion, including the ability to explain the measured lift.
- Strong experimentation skills, including causal methods for marketplaces such as switchback experiments.
- Experience building and operating production ML systems at scale.
Nice to have
- Experience at companies such as DoorDash, Uber, Instacart, Airbnb, Yelp, Nextdoor, Lyft, Amazon, or Faire.
- Relevance or matching experience connecting consumers with local businesses.
- Dispatch-and-matching experience at Didi or Meituan while based in the United States.
Culture & Benefits
- Full-time position with an annual base salary range of $163,000–$400,000 USD.
- Potential eligibility for a discretionary bonus and stock options.
- Opportunity to work on a high-scale platform serving more than 40 million monthly active users.
Hiring process
- Recruiter provides additional details about the overall rewards package during the hiring process.
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