Quick Overview
Job Description
We are seeking an experienced QA Lead with strong Agentic AI / Generative AI testing experience to lead quality engineering initiatives for enterprise applications and AI-powered solutions.
The ideal candidate will have strong experience in test strategy, QA leadership, automation, API/UI testing, CI/CD, and Agile methodologies, along with hands-on knowledge of Agentic AI, LLMs, RAG, AI agents, prompt engineering, tool/function calling, and AI evaluation.
The candidate will be responsible for defining comprehensive testing strategies for traditional software as well as AI-driven applications, ensuring functional correctness, reliability, security, performance, accuracy, and responsible behavior of AI agents.
Mandatory Skills
- 10+ years of experience in Software Quality Assurance / Quality Engineering
- 3+ years of experience leading QA teams or QA automation initiatives
- Strong experience in Test Strategy, Test Planning, Test Execution, and Defect Management
- Strong hands-on experience with UI and API automation
- Experience with Selenium, Playwright, Cypress, or equivalent
- Strong programming experience in Java, Python, JavaScript, or TypeScript
- Strong experience with REST APIs, Postman, REST Assured
- Experience with SQL and database validation
- Strong knowledge of CI/CD and DevOps
- Hands-on experience testing Generative AI / LLM applications
- Strong understanding of Agentic AI and AI Agent workflows
- Experience testing RAG-based applications
- Experience with prompt testing and LLM evaluation
- Experience validating AI responses for accuracy, relevance, groundedness, consistency, and hallucinations
Agentic AI Testing
- Design QA strategies for AI agents and autonomous agent workflows.
- Test agent planning, reasoning, decision-making, and execution workflows.
- Validate AI agents interacting with external tools, APIs, databases, and enterprise systems.
- Test tool/function calling and verify correct tool selection and parameters.
- Validate multi-step and multi-agent workflows.
- Test agent behavior across different user prompts and scenarios.
- Validate agent state, context retention, and conversation history.
- Test failure handling, retries, fallbacks, and recovery mechanisms.
- Validate agent guardrails and restricted actions.
- Test unauthorized or unexpected agent behavior.
- Verify that agents produce appropriate responses when required information is unavailable.
- Develop test scenarios for human-in-the-loop and autonomous workflows.
- Validate deterministic and non-deterministic AI behavior.
LLM / Generative AI Testing
- Test applications powered by LLMs and Generative AI.
- Validate prompt-response behavior across positive, negative, edge, and adversarial scenarios.
- Evaluate LLM responses for:
- Accuracy
- Relevance
- Completeness
- Consistency
- Groundedness
- Hallucinations
- Toxicity
- Bias
- Safety
- Perform prompt regression testing.
- Create reusable prompt test suites and evaluation datasets.
- Validate structured JSON and schema-based LLM outputs.
- Test model responses across different models and model versions.
- Perform LLM regression testing following model, prompt, or knowledge-base changes.
- Validate token usage, latency, response quality, and error handling.
RAG Testing
- Test Retrieval-Augmented Generation (RAG) pipelines.
- Validate document ingestion and processing.
- Test chunking, embeddings, indexing, and retrieval.
- Validate retrieved context against expected source documents.
- Test retrieval relevance and ranking.
- Identify incorrect or missing context retrieval.
- Validate grounded responses based on retrieved information.
- Test hallucination and unsupported-answer scenarios.
- Validate citations and source references.
- Test RAG applications using vector databases.
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