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AI QA Automation Engineer

AI QA Automation Engineer

ConfidentialIndia
9 days ago
Job description

Title : AI QA Automation Engineer

Location : Remote

Job Summary :

We are seeking an AI Quality Engineer with a strong automation skillset to ensure the robustness,

performance, and reliability of our AI systems and services. The ideal candidate is tech-savvy,

proactive, and passionate about quality at every step—from initial design through deployment and

ongoing monitoring. You will play a key role in building and maintaining a highly automated testing

infrastructure to support fast, reliable model and pipeline delivery as the company scales.

Key Responsibilities

Testing Expertise :

  • Conduct comprehensive testing across all layers, including server load, integration points, and

output quality.

  • Apply Test Driven Development (TDD) principles—anticipate, design, and define all necessary tests
  • before the start of feature development.

  • Identify what needs to be tested and proactively communicate requirements before build phases.
  • Automation-First Approach :

  • Develop, maintain, and extend a fully automated testing suite that covers unit, integration,
  • performance, and end-to-end testing.

  • Emphasize automation to minimize manual intervention and maximize test coverage, reliability,
  • and repeatability.

    DevOps & CI / CD Integration :

  • Collaborate closely with DevOps to ensure all tests (including those for model deployment and
  • data pipelines) are tightly integrated with modern CI / CD workflows.

  • Streamline rapid yet safe releases through automation and timely feedback.
  • Automated Testing Frameworks :

  • Extensive hands-on experience with frameworks such as Pytest (Python testing), Playwright (end-
  • to-end browser testing), Postman (API testing), and Langfuse (LLM output tracking / testing).

  • Implement and maintain robust API contract testing to ensure reliable interactions between
  • services.

    Manual & LLM Testing :

  • Execute manual test cases with strong attention to detail, especially for evaluating Large Language
  • Model (LLM) output quality.

  • Flag issues such as hallucinations, factual inaccuracies, or unexpected edge case responses.
  • Continuously update manual testing strategies to adapt to evolving model behaviors and business
  • requirements.

    Monitoring, Observability & Post-Deploy Quality :

     Configure, deploy, and interpret dashboards from monitoring tools like Prometheus,

    Grafana, and CloudWatch.

     Track model health, pipeline performance, error rates, and system anomalies after

    deployment.

     Proactively investigate and triage quality issues uncovered in production.

    Core Abilities and Technical Skills :

  • Deep practical knowledge in test automation, performance, and reliability engineering.
  • In-depth experience integrating tests into CI / CD pipelines, especially for machine learning and AI
  • model workflows.

  • Hands-on proficiency in automated QA tools : Pytest, Playwright, Postman, Langfuse, and similar.
  • Solid foundation in manual exploratory testing, particularly for complex and evolving outputs such
  • as those from LLMs.

  • Expertise in monitoring, APM, and observability tools (e.g., Prometheus, Grafana, CloudWatch).
  • Demonstrated strong problem-solving skills—anticipate, identify, and resolve issues early.
  • Strong communication skills to clearly articulate requirements, quality risks, and advocate for
  • automation-driven quality throughout the organization.

    Mindset :

  • Automation-First : Relentless emphasis on driving automation over manual effort.
  • Proactive : Anticipates issues and testing needs; does not wait to be told what to test.
  • Quality Advocate : Champions testing best practices and designs processes to catch bugs before
  • production.

  • Curious & Continuous Learner : Seeks out new tools, stays current with testing frameworks and
  • industry best practices.

  • Collaborative : Partners effectively with product, engineering, and DevOps teams to deliver high-
  • quality models and features at scale.

    Show more

    Show less

    Skills Required

    Cloudwatch, Monitoring Tools, Prometheus, Grafana, Postman, Pytest

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