ML Ops Engineer
Meril
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Job Description
Meril
Location: Chennai, Tamil Nadu, India
Work Mode: On-site
Industry: Technology, Information and Media,Medical Device,Robotics Engineering
Job Description
Job Description: MLOps Engineer
Location: Chennai, IITMRP, Tharamani.
Experience: 2 years.
Role Overview
We are looking for an MLOps Engineer with hands-on experience in deploying and maintaining machine learning models. The role involves supporting ML model deployment, basic monitoring, workflow documentation, and collaboration with data science teams. Experience in medical imaging or healthcare AI is a strong plus.
Responsibilities
- Deploy ML and deep learning models in staging or production environments.
- Work with data scientists to convert models into usable applications or APIs.
- Support ML pipelines for training, validation, deployment, and monitoring.
- Package ML applications using Docker or similar basic tools.
- Track model versions, experiments, and deployment documentation.
- Monitor model performance, latency, and application health.
- Troubleshoot basic model, API, and deployment-related issues.
- 2 years of experience in MLOps, ML engineering, or ML deployment.
- Experience deploying ML models using APIs such as FastAPI or Flask.
- Familiarity with PyTorch, TensorFlow, or scikit-learn.
- Basic knowledge of Docker, Git, Linux, and cloud platforms such as AWS, Azure, or GCP.
- Understanding of the ML lifecycle from data preprocessing to deployment.
- Exposure to medical imaging, radiology workflows, DICOM, PACS, or healthcare AI systems.
- Experience with image-based deep learning models, such as classification, detection, or segmentation models.
- Familiarity with MLflow, Weights & Biases, or similar experiment tracking tools.
- Basic understanding of healthcare data privacy and model reliability.
Bachelor’s degree in computer science, data science, engineering, AI/ML, or a related field. Equivalent practical experience may also be considered.
About The Company
Meril
Meril’s core objective is to design, manufacture and distribute clinically relevant, state-of-the-art and best-in-class medical devices to alleviate human suffering and improve quality of life. We thus have a strong commitment towards R & D and adherence to best quality standards in Manufacturing, Scientific Communication and Distribution known today. Origin Established in 2006, Meril was launched in line with the health-care diversification plan by a large format Indian multi-national company. Disclaimer: Information on Meril Digital / Social Media platform is not intended to be a substitute for professional medical advice, diagnosis or treatment. Meril does not recommend self-management of health issues. For more information, visit: https://www.merillife.com/disclaimer
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