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Director of Quality Assurance - AI Products
Designation:
Director of Quality Assurance - AI Products
Experience:
10+ Years
Location:
Kolkata
Summary
We are seeking a seasoned QA leader to define the testing strategy for our core AI products. You will spearhead efforts to build AI-driven testing frameworks, design test stream generation pipelines, and ensure product quality. You will collaborate closely with ML Engineers and Product Teams to manage non-deterministic systems and establish gold-standard evaluations.
Key Responsibilities
QA Strategy & Governance: Design and implement comprehensive testing strategies for generative AI products, LLMs, and agentic workflows to ensure production-grade quality and safety.
AI-Driven Frameworks: Architect and build scalable, AI-driven testing frameworks that evaluate accuracy, consistency, bias, and robustness.
Test Stream Generation: Develop and integrate automated test stream generation pipelines to simulate complex user behaviors, conversational dialogues, and edge cases.
Tooling Integration: Utilize and configure modern AI testing tools (such as Claude API for test stream generation, deep evaluation frameworks, and self-healing test automation).
Model Validation: Establish golden datasets, monitor system outputs for hallucinations, and validate data compliance.
Cross-Functional Leadership: Partner with Product and Engineering to embed quality guardrails early in the SDLC and define acceptance criteria for AI features.
Qualifications & Skills
Experience: 10+ years of progressive QA/Software Engineering experience, with at least 3-5 years explicitly focused on AI/ML applications and LLM validation.
Frameworks & Tech Stack: Advanced proficiency in building custom testing frameworks (e.g., using Python, Pytest, Playwright) and integrating Large Language Models (LLMs) like Claude for test generation and evaluation.
AI & Automation Expertise: Deep understanding of AI evaluation techniques, including hallucination detection, prompt injection/security testing, bias analysis, and continuous monitoring.
Strategic Mindset: Proven ability to define long-term QA strategy, scale testing teams, and transition traditional testing paradigms to AI-first architectures.
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Invariz transforms fragmented enterprise systems into orchestrated intelligence through bespoke AI solutions that unify data, decisions, and outcomes. We help organizations evolve from ideas to enterprise capabilities with products, solutions, and dedicated centers that scale intelligence for long‑term impact.

Adventz Group is a dynamic Indian conglomerate with global ambitions, driving growth through agriculture, engineering, infrastructure, real estate, and consumer services. With over 75 years of legacy, 6,000 employees, and world‑class partnerships, it continues to transform industries and contribute to India’s prosperity.
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