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Perplexity

Member of Technical Staff Search Crawler Analyst

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Description

You will diagnose quality issues in the crawling pipeline and improve page selection for indexing. You will design metrics and experiments, build training datasets and LLM-as-a-judge labeling pipelines, and train small production models that improve search and answer-system quality.

Responsibilities

  • Find and diagnose crawling-pipeline quality issues
  • Train models that optimize pipeline components
  • Build model-training datasets and LLM-as-a-judge labeling pipelines
  • Improve page-selection algorithms for indexing
  • Design and analyze experiments to validate improvements

Requirements

  • 4+ years of data analyst, ML engineer, or related experience
  • Production-grade coding skills comparable to a mid-level backend engineer
  • Experience designing metrics from scratch
  • Experience training production ML models with measurable metric improvements

Skills

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