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Generative AI Engineer

Recro

4 - 5 years

Bengaluru

Posted: 02/03/2026

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Job Description

  • Build Python-based pipelines for automated quality testing of AI responses.
  • Integrate LLMs into automated evaluation frameworks (e.g., using GPT-based evaluators, embeddings, or custom scoring).
  • Automate regression and stress testing for conversational AI flows.
  • Define evaluation metrics (relevance, factuality, coherence, safety, empathy).
  • Implement both rule-based and AI-driven quality checks.
  • Monitor model drift, bias, and hallucinations using automated workflows.
  • Work with APIs, SDKs, and CI/CD pipelines to embed automated AI evaluation in production.
  • Develop monitoring dashboards to visualize conversation quality.
  • Collaborate with ML engineers, product managers, and QA teams to close the feedback loop.
  • Experiment with prompt engineering and automated prompt-testing frameworks.
  • Explore reinforcement learning, self-critique models, or human-in-the-loop automation for continuous improvement.
  • Automate compliance and policy adherence checks for enterprise AI systems.

Requirements

  • Strong 4-5 Years of experience in Python development (automation, scripting, data handling).
  • Experience with LLMs/NLP frameworks.
  • Understanding of MLOps / AI deployment pipelines.

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