AI Evaluation Engineer (QA)
Full-time
Appnovation Technologies
Responsibilities
- Run large-scale evaluations across question sets, from human UAT batches to hundreds of thousands or millions of automated evaluations.
- Statistically measure factual grounding and before-and-after accuracy improvements.
- Build a metrics framework demonstrating response-quality improvement over time.
- Design load and quality tests as the content corpus scales.
- Define and maintain test plans, test cases, and quality gates.
- Automate regression and evaluation suites and integrate them into CI/CD pipelines.
- Communicate quality metrics to technical and non-technical stakeholders.
- Collaborate with engineering to reproduce, triage, and verify fixes.
- Continuously improve QA processes and test coverage.
Requirements
- Bachelor’s degree in a technical field or equivalent experience.
- At least 4 years of QA or test-engineering experience with exposure to data and machine-learning systems.
- Strong Python skills and data-science techniques for measuring factual grounding and answer quality.
- Experience with LLM evaluation frameworks and statistical analysis.
- Ability to build large-scale automated evaluation harnesses and lighter human-in-the-loop A/B tests.
- Comfort working with outputs from multiple LLM providers.
- Experience with test-automation frameworks and scripting.
- Strong analytical, communication, problem-solving, decision-making, and collaboration skills.
- Prior consulting experience.
- Life Sciences industry experience and connections are preferred.
Benefits
- Equal Opportunity Employer committed to diversity, equity, and inclusion.
- Accommodations are available upon request throughout the recruitment process.
Vacancy posted 1 day ago
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