Jobs · Engineering

LLM Evaluator (Prompt Engineer) | $65/hr Remote

Crossing Hurdles · United States · Today
RemoteRemoteEngineering$40–$65/hrContract

Role Responsibilities

  • Develop complex, adversarial multi-turn conversations and task-based scenarios aligned with project specifications.
  • Author clear, precise evaluation rubrics to assess model responses against defined behavioral targets.
  • Iteratively test conversations and tasks against frontier LLMs, escalating difficulty and nuance.
  • Deliver comprehensive task packages, including transcripts, target behaviors, and supporting rationale.
  • Validate LLM outputs, documenting model strengths and failure modes relative to specifications.
  • Maintain calibration with team leads and quality control contacts as project requirements evolve.

Requirements

  • Exceptional written English skills with clarity, precision, and strong structural organization.
  • Prior experience in AI human data environments such as RLHF, SFT, evaluations, or prompt engineering.
  • Deep familiarity with large language models and ability to identify common failure patterns.
  • Demonstrated ability to work autonomously, interpreting and executing complex specifications.
  • Proven critical thinking and meticulous attention to detail.
  • Experience designing evaluation items or rubrics is advantageous.

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