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AI Search Query Reformulation Engineer

Mevra Labs

Remote · $100k – $130k / year · Full-time · Posted 1 month ago

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About the role

The models you'll ship will handle millions of search queries every week, many of which are typed wrong, phrased ambiguously, or missing key context the user assumed was obvious. Right now, a meaningful share of those queries return zero useful results, and users just give up. You'll build the reformulation layer that sits in front of our retrieval system, rewriting weak queries into versions more likely to surface relevant results, using retrieval feedback to know when a reformulation actually helped versus made things worse. You'll own this end to end, from the FastAPI service that serves reformulations in real time to the offline evaluation harness that proves each change is actually an improvement.

Fully remote.

Responsibilities

  • Build and serve query reformulation models via a FastAPI endpoint
  • Use retrieval feedback signals to evaluate reformulation quality
  • Fine-tune Hugging Face models on query reformulation training data
  • Reduce the zero-result-query rate through iterative improvements

Requirements

  • 3+ years in NLP or search relevance engineering
  • Experience with retrieval-augmented generation and Hugging Face tooling
  • Comfortable building and maintaining production FastAPI services
  • Familiarity with offline search evaluation methodology

Benefits

  • Fully remote position
  • Health and dental insurance
  • Equity
  • Flexible working hours

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Categories

NLP & Prompt Engineering AI & Machine Learning Engineers

Skills

python rag hugging face fastapi

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Job Type

Full-time

Level

Mid-Level

Language

English

Salary Range

$100k – $130k / year

AI Expertise

NLP & Prompt Engineering AI & Machine Learning Engineers

Skills

python rag hugging face fastapi

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