Job Title: Lead MLOps DevOps Engineer
Work Location: Bangalore, India
Experience Range: 8-12 Years
What We're Looking For
This lead-level role owns the design and operation of MLOps and DevOps platforms that support reliable model build, test, deployment, and release workflows. The position combines cloud-native infrastructure, container orchestration, automation, and production model serving to improve delivery speed, governance, and operational stability across machine learning environments.
Key Responsibilities
Design and operate scalable MLOps pipelines that support reliable build, test, deployment, and release processes for machine learning workloads.
Lead the implementation of cloud-native infrastructure, container orchestration, and automation practices across development and production environments to improve scalability and repeatability.
Establish monitoring, logging, and alerting standards for model and platform services to improve reliability, performance, and incident response.
Partner with data science, engineering,



and security teams to productionize machine learning workloads with governance, repeatability, and compliance.
Define deployment standards for model serving, artifact promotion, and setting parity to reduce release risk and accelerate production adoption.
Drive technical best practices, mentor engineers on platform automation patterns, and continuously improve delivery speed and operational efficiency.
Strengthen secrets handling, access controls, and release governance across CI/CD and runtime environments to improve security and audit readiness.
Must-Have Skills
MLOps & Model Lifecycle: MLOps, Model deployment and serving
Cloud-Native Infrastructure & Orchestration: Containers, Kubernetes
Delivery Automation & Release Engineering: CI/CD pipelines, Artifact and package management
Infrastructure Provisioning & Security: Infrastructure as Code, Secrets management
Monitoring and observability
Python
Technical Skills
Operating Systems & Sc

📌 Lead MLOps DevOps Engineer | Bangalore | 8-12 Years | Immediate/Serving (Bengaluru)
🏢 Sonata Software
📍 Bengaluru