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Perplexity

Member of Technical Staff Machine Learning Engineer Search and Agents

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Description

You will improve search and agent quality through model, training-data, tool, and system improvements. You will develop post-training methods, train and evaluate multi-agent systems, build agent harnesses, improve retrieval and ranking, create evaluations, and take experiments through deployment.

Responsibilities

  • Improve search and agent quality through models, training data, tools, and system design
  • Develop LLM post-training methods and reinforcement learning
  • Train and evaluate multi-agent systems
  • Design and build agent harnesses
  • Improve retrieval and ranking models
  • Build datasets, reward signals, and evaluations
  • Own experiments from hypothesis through deployment
  • Collaborate to bring new capabilities into production

Requirements

  • Machine learning systems
  • LLM post-training
  • Reinforcement learning
  • Search
  • Retrieval
  • Agent systems
  • Software engineering
  • Model training
  • Experimentation infrastructure
  • Production systems
  • Evaluation

Skills

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See also

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