ML Ops Engineer Specialist – Generative AI Location: Mumbai, Pune, Bangalore, Hyderabad, Gurgaon 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/Gen AI systems , ensuring reliability, scalability, monitoring, and governance across the full model lifecycle.
Key Responsibilities Deploy and scale LLM and Gen AI 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 7-9 years of hands-on expertise with Docker and Kubernetes Strong experience with MLOps and production ML systems 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.
Nice to Have Experience optimizing GPU-based AI workloads.
Exposure to model governance, registries, and drift detection.
Why Join us Operate enterprise-scale Gen AI platforms for global media brands.
High-impact role within a growing Media Tech Global Capability Center.
