You will own quality for data pipelines, microservices, APIs, GUIs, and LLM/ML integrations running on Databricks and Microsoft Azure. The role focuses on test strategy, test case design and execution, automation, ticket management, and agentic QA for LLM workflows. Minimum experience: 5 years

Responsibilities
Key Responsibilities
Test Strategy and Planning
Define and maintain QA strategy for data, API, GUI, microservices, and LLM/ML features; prioritize test coverage based on risk and business impact.

Test Case Design and Execution
Create explicit, reusable test cases for functional, integration, regression, performance, and pricing scenarios; execute manual and automated tests and maintain test artifacts.

Data and Database Testing
Validate ETL/ELT pipelines on Databricks and Delta Lake; write and run T‑SQL validation queries; verify data lineage, completeness, and correctness.

API Testing
Design and run contract, integration, and negative tests for RESTful APIs; use Postman, OpenAPI/Swagger, and automated API test suites.

GUI Testing




Create and execute UI test plans for web applications; perform exploratory testing and maintain automated UI tests using Selenium, Playwright, or equivalent.

Microservices Validation
Test service contracts, message flows, resilience, and backward compatibility across containerized microservices; validate observability and error handling.

LLM and ML QA
Design evaluation metrics and test harnesses for ML models and LLM integrations; validate inference correctness, hallucination rates, latency, and cost tradeoffs.

Prompt Engineering and Agentic QA
Create minimalistic, cost‑aware prompts and prompt templates; implement agentic QA processes for autonomous agents including safety checks, guardrails, and evaluation pipelines.

Pricing and Business Logic Testing
Validate pricing engines, discount rules, billing flows, and edge cases; create scenario matrices and automated checks for pricing correctness.

Automation and CI/CD
Integrate te

📌 AES - Delivery - Digital Test Automation Engineer (India)
🏢 Zensar
📍 India