Role & responsibilities

Job Description: AI QA / LLM Automation Engineer

Job Overview

We are seeking a highly skilled and innovative AI QA / LLM Automation Engineer to join our team. In this pivotal role, you will be responsible for designing, developing, and executing sophisticated testing strategies tailored specifically for generative AI systems. You will play a critical role in evaluating Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) pipelines, and autonomous AI agents to ensure high accuracy, contextual relevance, and robust logical reasoning.

Key Roles & Responsibilities
- AI Model Validation: Design and execute comprehensive test strategies specifically for evaluating LLM responses. Focus heavily on measuring accuracy, ensuring long-term context retention, and drastically reducing or mitigating hallucinations.
- AI Agent Testing: Rigorously test the underlying logic, complex state management, and tool-calling capabilities of autonomous AI agents across various edge cases.
- Python Automation: Develop, maintain,



and scale custom automated testing frameworks from scratch using Python.
- CI/CD Integration: Continuously evaluate AI models by seamlessly integrating custom testing and evaluation frameworks into existing CI/CD pipelines.
- Evaluation Metrics: Define and implement novel evaluation metrics for non-deterministic AI features where standard deterministic software testing (exact-match) falls short.
- Cross-Functional Collaboration: Work closely with AI developers, data scientists, and product managers to establish quality benchmarks for AI-driven features.

Required Skills & Qualifications
- Programming: Solid programming proficiency in Python, with an emphasis on writing clean, scalable, and maintainable automation scripts.
- AI/ML Knowledge: Deep understanding of Large Language Model (LLM) architectures, prompt engineering, and model behaviors.
- Framework Experience: Hands-on experience building or testing RAG (Retrieval-Augme

📌 Automation Testing-AI (Bengaluru)
🏢 Sonata Software
📍 Bengaluru