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AI Summary

You will own the quality measurement, testing, and improvement processes for AI products by building evaluation frameworks and automated tests. You will collaborate with engineering and product teams to identify failure patterns in AI systems and implement measurable improvements.

We’re working with a fast-growing AI company looking for a QA Engineer to own how the quality of its AI products is measured, tested and improved. This isn’t traditional QA — you’ll work at the intersection of AI evaluation, software engineering and product quality, building the frameworks, datasets and automated tests that determine whether LLM-powered features are genuinely accurate, reliable and ready for production. You’ll work closely with engineering and product teams to identify where AI systems fail, understand why, and turn those findings into measurable improvements.

Must Haves

Strong software engineering or technical background, ideally with hands-on experience working with AI/ML systems

Experience building testing, evaluation or quality frameworks for AI-powered products

Strong Python or similar programming experience, with the ability to build evaluation tooling and automation

Good understanding of LLMs and Generative AI, including how model outputs should be tested and evaluated

Experience creating evaluation datasets, test cases and regression suites for complex AI features

Ability to analyse model outputs, identify failure patterns and root causes, and turn findings into measurable improvements

Strong understanding of accuracy, reliability and consistency when evaluating AI systems

Excellent analytical and problem-solving skills, particularly when dealing with ambiguous or difficult-to-measure problems

Comfortable working closely with Engineering and Product teams and communicating technical findings clearly


Nice to Haves

Experience evaluating RAG / retrieval systems, including the quality and relevance of retrieved information

Experience testing AI agents, tool-calling or multi-step AI workflows

Knowledge of different LLM evaluation methodologies, metrics and benchmarking approaches

Experience implementing automated AI regression testing within development or CI/CD workflows

Experience with human-in-the-loop evaluation alongside automated testing

Knowledge of prompt evaluation and comparing changes across different models or prompts

Experience building internal AI evaluation tooling, dashboards or monitoring

Previous experience working with AI products where accuracy and reliability are particularly important

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