Machine Learning Engineer
- ZettaMine Labs
- 5 - 10 years
- Hyderabad
- 1 month ago
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Job Description
Detailed JD
JD
Machine Learning Operations (ML Ops) Engineer
Role Overview
The ML Ops Engineer is responsible for operationalizing machine learning models by building reliable, scalable, and governed pipelines that support the full ML lifecycle from development to production. The role ensures models are deployed efficiently, monitored continuously, and integrated seamlessly into data and business platforms.
Key Responsibilities
- Build and maintain end to end ML pipelines including data preparation, model training, deployment, and monitoring.
- Automate model deployment using CI/CD practices.
- Manage model versioning, experiment tracking, and reproducibility.
- Monitor model performance, data drift, and system reliability in production.
- Collaborate with data scientists and data engineers to productionize models.
- Implement governance, security, and access controls for ML workflows.
- Optimize infrastructure usage and ensure scalable model serving.
- Support incident troubleshooting and continuous improvement of ML systems.
Required Skills
- Strong Python and SQL skills.
- Experience with ML platforms such as Databricks, MLflow, SageMaker.
- Knowledge of CI/CD tools and DevOps practices.
- Experience with cloud platforms (AWS, Azure, or GCP).
- Understanding of model lifecycle management and monitoring concepts.
- Familiarity with containerization and orchestration (Docker, Kubernetes) is a plus.
Preferred Experience
- Experience working with large-scale data platforms and distributed processing.
Exposure to feature stores, model governance, and automated retraining workflows
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: ZettaMine LabsLocation(s): Hyderabad
Keyskills: Artificial Intelligence Machine Learning Algorithms Machine Learning
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Zettamine helps customers find the right talent, implement technology solutions, and transform the Enterprise Whether you are a start up looking to leverage best in class tools, or a large enterprise with global operations, can build and deliver high value digital transformation projects. Founded...
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