Software Engineer L5/L6 — Model Evaluations & Data Curation (MEDC)

Added
25 days ago
Type
Full time
Salary
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Related skills

data pipeline python spark model evaluation llm

📋 Description

  • Design and build reusable data curation infrastructure, including shared libraries, components, and
  • Develop scalable LLM-powered pipelines that transform raw catalog, metadata, and other data sources
  • Implement large-scale batch inference workflows while balancing data quality, computational
  • Develop sampling strategies that optimize coverage, diversity, difficulty, and representation
  • Create data-quality and filtering systems using techniques such as LLM-as-judge scoring
  • Partner closely with researchers to design experiments that measure how data curation choices

🎯 Requirements

  • Strong software engineering expertise in Python, including experience developing reusable
  • Hands-on experience building LLM-driven data generation or transformation pipelines, including
  • Practical experience with data quality techniques such as sampling, filtering, deduplication
  • Strong modeling intuition and an understanding of how dataset composition and curation decisions
  • Experience designing experiments or evaluation approaches to measure the impact of data and
  • Experience with distributed data processing technologies such as Spark, Ray, or comparable

🎁 Benefits

  • Annual compensation range of $600,000–$1,066,000
  • Flexibility to determine balance between salary and stock options
  • Comprehensive health insurance plans and mental health support
  • 401(k) retirement plan with employer matching
  • Stock option program
  • Health Savings Accounts and Flexible Spending Accounts
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