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MLOps Engineer – Generative AI

Innova ESI

2 - 5 years

Bengaluru

Posted: 03/05/2026

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Job Description

Role: MLOps Engineer Generative AI

Location: Mumbai, Bengaluru, Hyderabad, Pune, Gurugram

Experience: 7 to 12 Years

Immediate Joiners


Role Overview

We are seeking an MLOps Engineer Specialist specializing in Generative AI to deploy, operate, and scale AI solutions across global media and marketing platforms. The role focuses on production ML/GenAI systems, ensuring reliability, scalability, monitoring, and governance across the full model lifecycle.


Key Responsibilities

  • Deploy and scale LLM and GenAI models in production (batch and real-time).
  • Build and maintain ML CI/CD and continuous training pipelines.
  • Monitor model performance, drift, cost, and system health.
  • Optimize cloud infrastructure, GPU/CPU usage, latency, and availability.
  • Ensure model reproducibility, versioning, and governance.
  • Collaborate with Data and ML Engineering teams to support end-to-end AI delivery.


Required Skills

  • Strong experience with MLOps and production ML systems.
  • Hands-on expertise with Docker and Kubernetes.
  • Experience with cloud ML platforms (Azure ML or Vertex AI).
  • Proven experience building CI/CD pipelines for ML workloads.
  • Monitoring and observability using tools like Prometheus/Grafana or ELK.
  • Proficiency in Python, working knowledge of Linux systems.

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