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Benchmark Engineer

North HollandRemote17.5 hours/week<3months

An organization is building a rigorous, verifiable evaluation suite of Terminal-Bench tasks designed to test the limits of large language models on multilingual software challenges. The goal is to measure multilingual robustness across prompt language effects, non-English data processing, and complex locale/encoding edge cases in terminal workflows. They are seeking experienced native-speaking software engineers to design, build, and validate these benchmarks.

You will create high-signal, high-quality tasks that genuinely test a model's ability to handle multilingual environments without relying on English translation crutches.

What you will do.

  • Task Engineering: Evaluating Coding Agents.
  • Asset Creation: Build realistic task environments using datasets and files in your native language. Crucially, these assets must remain in the target language to genuinely measure multilingual handling.
  • Prompting & Translation: Finding failure points where AI does not work, in your native language.
  • Implementation & Verification: Support the development of robust solutions (reference implementations) and write highly reliable, deterministic verifier scripts.
  • Calibration & Execution: Analyze execution logs and calibrate task difficulty (Easy to Very Hard) using standard Terminal-Bench run configurations against various model tiers.
  • Quality Assurance: Participate in a rigorous, 4-layer human quality control process (creation, human review, calibration review, and audit) alongside automated LLM-based checks to ensure fairness, grammatical accuracy, and benchmark integrity.

What they ask

  • Experience: 1+ years of industry experience in software engineering.
  • Background: Proven track record at leading technology companies and/or graduation from top-tier engineering universities.
  • Language: Native or near-native fluency in Dutch, with a deep understanding of its grammar, register, and phrasing rules. High English proficiency.
  • Technical Stack: Strong proficiency in Python, standard shell scripting, and data processing.
  • Workflow: Extensive experience with Terminal/CLI-based development workflows and a working familiarity with coding agents.
  • Domain Expertise: Deep technical understanding of multilingual text processing pitfalls, including:
  • Encoding/decoding robustness and Unicode normalization.
  • Locale-dependent conventions (collation, casing, non-Gregorian dates).
  • Text I/O, toolchain interoperability, and safe string operations.
  • (For specific languages) Bidirectional/RTL handling, font fallbacks, and rendering/typography in UI or artifacts.

Practical

  • Not ideal as a full-time job or primary income source. Work availability fluctuates with project demand, making this better suited as a supplemental income stream.
  • Requires reliable availability and commitment. Once you accept a task, quality work and on-time delivery are expected.
  • Geographic restrictions may apply. Contractors cannot be engaged in regions subject to international embargo or sanctions.
  • As an independent contractor, you are solely responsible for your own tax obligations.

How to apply

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