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OP3 – Manual QA

Roles & Responsibilities

  • Strong knowledge of SDLC, STLC, and the defect lifecycle.
  • Experience in Manual Testing and/or API Testing.
  • Practical understanding of AI tools, LLM behavior, and their limitations.
  • Strong documentation and stakeholder communication skills.

Requirements:

  • Review and evaluate AI/LLM model outputs for accuracy, completeness, relevance, and logical consistency.
  • Design structured test scenarios and evaluation frameworks for AI responses.
  • Write, optimize, and refine prompts to improve model performance.
  • Identify hallucinations, inconsistencies, bias, and reasoning gaps in AI outputs.

Job description

This is a remote position.

Key Responsibilities

  • Review and evaluate AI/LLM model outputs for accuracy, completeness, relevance, and logical consistency.

  • Design structured test scenarios and evaluation frameworks for AI responses.

  • Write, optimize, and refine prompts to improve model performance.

  • Identify hallucinations, inconsistencies, bias, and reasoning gaps in AI outputs.

  • Perform functional validation of AI-generated test cases, summaries, or responses.

  • Create and maintain golden datasets to support model benchmarking and training.

  • Ensure edge case and negative scenario coverage during testing.

  • Document evaluation findings with clear reasoning and supporting evidence.

  • Collaborate with AI/ML and product teams to improve overall model quality.

Required Skills

  • Strong knowledge of SDLC, STLC, and the defect lifecycle.

  • Experience in Manual Testing and/or API Testing.

  • Strong analytical and logical thinking skills.

  • Practical understanding of AI tools, LLM behavior, and their limitations.

  • Ability to write clear, structured, and outcome-driven prompts.

  • Strong documentation and stakeholder communication skills.

  • Experience with quality metrics and evaluation frameworks is preferred.



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