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Perplexity

Member of Technical Staff Machine Learning Engineer Ranking Quality Search

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Description

You will own ranking-quality problems from evaluation and bottleneck identification through implementation and safe release. You will train and evaluate retrieval, ranking, and classification models, including neural and LLM-based approaches. You will build ranking infrastructure for feature computation, low-latency inference, deployment, and monitoring while balancing quality, latency, reliability, cost, and complexity.

Responsibilities

  • Improve search quality through models, data, evaluation, and infrastructure
  • Own ranking-quality problems from evaluation through safe release
  • Train and evaluate retrieval, ranking, and classification models
  • Build and operate ranking infrastructure
  • Balance quality, latency, reliability, cost, and engineering complexity
  • Own final quality outcomes across cross-functional collaboration

Requirements

  • Search system
  • Recommender system
  • Evaluation
  • Production ranking system
  • Machine learning
  • Software engineering
  • Data
  • Model serving
  • Monitoring
  • Neural ranking
  • Low-latency ranking system
  • 5 years of industry experience

Skills

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See also

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