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Agent Evaluation Engineer

DataRoot Labs·Salary not specified

Primary stack

Python

Nice to have's

pytestDocker

Job description

Description language:

About the Position

Turn agent quality into reproducible evidence across repeated runs, adversarial inputs, and changing models.

Responsibilities

  • Create task suites, scoring rules, and reproducible execution environments.
  • Investigate incorrect tool calls, data leakage, brittle recovery, and inconsistent outcomes.
  • Build regression checks that connect model behavior to release decisions.

Requirements

  • Experience testing complex software or evaluating ML systems.
  • Ability to analyze noisy results and distinguish model, data, and harness failures.
  • Strong Python skills and clear written communication of experimental findings.

Useful Evidence

  • An evaluation or test suite you designed and a failure it exposed.
  • Experience with security testing, statistics, or agent benchmarks is useful.

Working Terms

  • Startup culture, a goal-oriented team, and a research mindset.
  • The opportunity to apply your engineering skills to tools and systems for fellow engineers and help shape the future of AI.
  • Latest-generation MacBook Pro.
  • An in-house GPU cluster for training and experimentation.
  • 20 working days of annual leave.
  • English courses, educational events, and conferences.
  • Medical insurance.

Tools & Systems

  • Python
  • Inspect
  • AIBraintrust
  • pytest
  • Docker

Relevant experience matters more than knowing every tool listed.

Start a Conversation

Send a CV or profile and one piece of work that helps us understand your contribution.

Location: Kyiv / remote

Experience Level: Mid / Senior

Working Arrangement: Arrangement to be discussed

Apply by email. Please share only work you have permission to disclose.

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Agent Evaluation Engineer

© DataRoot Labs. This job description was sourced from the employer's public career page. TheJob is not the employer — we index the posting and route candidates to the source. All content rights and hiring decisions belong to the employer.

We areDataRoot Labs(DRL) — a team of experts with an ambition to help Ukrainian Data Science and AI industries flourish. We’ve been creating R&D for well-funded startups from Europe, Israel, and the US since 2016.We enjoy working on complex AI projects using state-of-the-art technologies and solutions. The harder the challenge, the funnier the project.Our team is not only a band of enthusiasts and professionals but also a place for great individuals with a strong get-shit-done attitude. Everyone believes that most of the time, bureaucracy is what stops us from doing more. That’s why the team structure is flat — you can talk to anyone for collaboration, ideas sharing or ask for help.Our office is in the Kyiv downtown, with a magnificent360-viewon the Ukrainian capital.In 2017, we startedDataRoot Universitywith a goal to deliver the most comprehensive data science and machine learning courses completely for free.Visit ourwebsiteto learn more.Follow us on social media:LinkedInTelegram channel

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