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Block

7 days ago

AI Evaluation Infrastructure Engineer

Remote · Bay Area, CA, United States of America Bay Area, CA, United States of America

10418 engineering - data & data science

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AI TL;DR

You will build the infrastructure for AI evaluation at Block, ensuring high-quality assessments of AI products. This role involves collaborating with various teams to enhance the speed and reliability of evaluation processes.

AI match

Solid listing · 60/100 against the market band on this page.

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  1. What would you ship in the first month as AI Evaluation Infrastructure Engineer at Block?
  2. Which tradeoff in the description would you ask about first?
  3. How do you explain a production incident to this team?
  4. What would you measure in the first two weeks?
  5. Which part of your last project maps to this stack?

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Job description

You will build the infrastructure for AI evaluation at Block, ensuring high-quality assessments of AI products. This role involves collaborating with various teams to enhance the speed and reliability of evaluation processes.

Details

  • Bay Area, CA, United States, work from office
  • $263,600—$395,400 USD based on location and experience
  • Experience in building production platforms or infrastructure

The work

  • Build an execution engine for scoring candidate versions quickly
  • Create tooling for task set validation from production logs
  • Develop grader infrastructure for evaluation consistency
  • Build systems for comparing offline scores with online outcomes