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AI Evaluation Engineer (QA)

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AI Evaluation Engineer (QA) in Canada

  • Appnovation Technologies
  • Full time
  • Email
  • Montréal

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.

Appnovation Technologies

Appnovation is a Global, Full-Service Digital Partner. We design, develop, and deliver digital experiences that drive measurable business transformation. With nearly 20 years of experience and thousands of successful projects delivered, we partner with industry leaders like Pfizer, Google, Yeti, ...

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