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2 hours ago
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Full time
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Related skills

python machine learning statistics llm human-ai interaction

πŸ“‹ Description

  • Design rubrics and test whether they measure what they claim: validity, reliability, and
  • Measure how reliable human raters are, and when disagreement is noise versus real signal.
  • Calibrate AI judges against real human judgment, and study when they drift away from it.
  • Build quality signals that put evidence behind every data point we ship.
  • Design Dscout's first benchmark: real users, in real context, over long horizons. Multi-week tasks
  • Define the protocol, task design, scoring, and release. Work with our delivery team on fieldwork.

🎯 Requirements

  • Published research, or strong preprints and workshop papers, in evals, preference learning, reward
  • A PhD, a PhD in progress, or an MS with two or more strong research internships at labs or top
  • Strong applied statistics: inter-rater reliability, confidence intervals, power, and a nose for
  • Hands-on experience with LLM-as-judge, rubric-based evaluation, and preference data.
  • Strong Python, and the ability to build research prototypes and evaluation pipelines other people
  • Experience running experiments on messy human data, not only curated datasets.

🎁 Benefits

  • $250-400K OTE + Equity (includes built-in bonus and equity program)
  • Publication freedom
  • Conference budget
  • Flexible PTO
  • 15 holidays
  • 12 weeks of paid parental leave
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