Posted:16 hours ago
- Design and execute functional testing including edge cases, prompt variations, bias validation, and LLM behavior
- Create test plans and test strategies
- Experience with bug tracking and test case management tools
- Collaborate with stakeholders -product, development, and business teams
- Test AI chat features along with regular website components
- Validate model quality, evaluation metrics, drift detection, and performance
- Test RAG, retrieval accuracy, grounding, and agent/tool-use scenarios
- Conduct non-functional testing (performance, reliability, security)
- Support test documentation and audit/compliance activities
- Work with product, development, and platform teams on test planning and defect resolution
-Testing AI models against hallucinations, conducting advanced prompt testing, and ensuring that all AI applications adhere strictly to Good Manufacturing Practices (GMP) and data integrity standards.
-Design testing suites and datasets to identify, measure, and mitigate factual, logical, and structural hallucinationsin Generative AI systems.
-Model Validation:Conduct rigorous data-drift and concept-drift analysis on models.
-Prompt Evaluation:Systematically test and benchmark system prompts to ensure consistent, highly deterministic outputs for complex workflows.
-Vulnerability Testing:Perform robust vulnerability and adversarial prompt testing to protect internal AI applications from malicious exploits or unexpected behavior.
- 37 years in QA/validation, preferably with AI/ML systems
- Good knowledge of AI concepts (LLMs, evaluation metrics, drift)
- Experience in API testing, SQL/data validation, website/UI testing, and test design
- Strong analytical skills
- Experience in checking application logs using log aggregation tools
Preferred:
- Hands-on experience with GenAI/LLM testing and prompt engineering
- Knowledge of Python/ Typescript for test automation
- Exposure to GxP/regulated environments
- Experience in pharmaceutical or biotechnology industry
- Knowledge of Responsible AI practices
Free courses, interview questions and practice for each skill.
Work from Office
Full Time
Tata Consultancy Services
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