At Zimmer Biomet, we believe in pushing the boundaries of innovation and driving our mission forward. As a global medical technology leader for nearly 100 years, a patient’s mobility is enhanced by a Zimmer Biomet product or technology every 8 seconds. As a Zimmer Biomet team member, you will share in our commitment to providing mobility and renewed life to people around the world. To support our talent team, we focus on development opportunities, robust employee resource groups (ERGs), a flexible working workplace, location specific competitive total rewards, wellness incentives and a culture of recognition and performance awards. We are committed to creating an environment where every team member feels included, respected, empowered and recognised.
What You Can Expect

Job Summary
The MLOps Engineer is responsible for designing, building, and operating scalable, reliable, and secure machine learning platforms and pipelines. This role bridges data science, software engineering, and cloud infrastructure, enabling models to move from experimentation to production with high availability,



governance, and performance.The role focuses on ML platform engineering, automation, reliability, and lifecycle management across training, deployment, monitoring, and retraining of machine learning models.

Work Location: Bangalore
Work Mode: Hybrid (3 Days in office)

How You'll Create Impact

Key Responsibilities
ML Platform & Pipeline Engineering
• Design, build, and maintain end-to-end ML pipelines for training, validation, deployment, and monitoring
• Productionize machine learning models developed by Data Scientists
• Implement standardized workflows for feature engineering, model versioning, and model promotion

Deployment, Monitoring & Reliability
• Deploy models using containerized and cloud-native architectures
• Implement monitoring for model performance, data drift, and system health
• Lead root-cause analysis for model or pipeline failures and implement long-term fixes

📌 MLOps Engineer (Bengaluru)
🏢 ZB Global Services India
📍 Bengaluru