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Reducto

Machine Learning Eval Engineer

Reducto
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4 months ago
San Francisco, CA, USAEntry Level / Mid Level
H1B Sponsor

Base Salary

$150k - $300k/yr

Responsibilities

  • Design, build, and maintain evaluation benchmarks for model performance.
  • Develop metrics and workflows to identify new failure modes in datasets.
  • Collaborate with ML engineers to translate evaluation insights into model improvements.
  • Work with unstructured data to uncover edge cases and hard examples.
  • Build internal and user-facing tools for result inspection and analysis.
  • Engage with customers to understand data needs and create tailored benchmarks.

Requirements

  • High standards for quality and precision in work.
  • Strong problem-solving skills and ability to build from first principles.
  • Proficient in Python with the ability to create reliable technical solutions.
  • Experience with data infrastructure like AWS S3 and analytics systems.
  • Comfortable working with unstructured data and identifying failure cases.
  • Ability to collaborate across technical and non-technical teams.

Benefits

  • Unlimited PTO for work-life balance.
  • Free daily lunch with teammates at the office.
  • Reimbursed transportation costs.
  • Generous health insurance covering medical, dental, and vision.
  • Health and wellness budget of up to $150/month.
  • Flexible parental leave options.

Tech Stack

Categories

AI & MLData Engineering