Innova ESI
Website:
innovaesi.com
Job details:
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.
Nice to Have
- Experience optimizing GPU-based AI workloads.
Exposure to model governance, registries, and drift detection
Click on Apply to know more.