ML Ops Manager
- Blend360 India
- 10 - 15 years
- Hyderabad
- 17 days ago
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Job Description
Job Description- Maintain and enhance existing ML pipelines in On Premise with a focus on infrastructure as code.
- Implement minimal but essential pipeline extensions to support ongoing data science workstreams.
- Convert the Data Science notebooks into production ready deployable components.
- Build ML pipelines for training, inference, monitoring.
- Document infrastructure usage, architecture, and design using tools like Confluence, GitHub Wikis, and system diagrams.
- Act as the internal infrastructure expert, collaborating with data scientists to guide and support ML model deployments.
- Research and implement optimization strategies for ML workflows and infrastructure.
- Work independently and collaboratively with cross-functional teams to support ML product
- Lead the design, development, and management of robust ML pipelines and infrastructure in on-premises or private cloud environments.
- Define and drive MLOps strategy and best practices for model deployment, monitoring, and lifecycle management.
- Oversee the implementation and governance of Infrastructure as Code (IaC) using tools like Ansible, Terraform (for private cloud), or Puppet.
- Manage, mentor, and guide MLOps engineers, fostering a high-performing and collaborative team.
- Collaborate with cross-functional teams to align MLOps solutions with business and data science objectives.
- Drive automation and standardization of CI/CD pipelines, model versioning, and container orchestration (e.g., Docker, Kubernetes, OpenShift).
- Ensure comprehensive documentation of infrastructure, architecture, and operational workflows using tools like Confluence, GitHub Wikis, and system diagrams.
- Identify and implement optimization opportunities for ML infrastructure performance, cost, and scalability.
- Stay updated on industry trends and emerging technologies to continuously enhance MLOps capabilities.
- 8+ years of hands-on MLOps experience with Git Actions, Jenkins or any equivalent tools.
- Strong knowledge of ML workflow, MLOps concepts like model governance, model monitoring, d
Job Classification
Industry: Advertising & MarketingFunctional Area / Department: Engineering - Software & QARole Category: DevOpsRole: DevOps ManagerEmployement Type: Full timeContact Details:
Company: Blend360 IndiaLocation(s): Hyderabad
Keyskills: Automation Usage Version control data science Machine learning Infrastructure Workflow Operations Monitoring Python
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Blend360 India
BLEND360 is an award-winning, new breed Data Science Solutions Company focused on powering exceptional results to our Fortune 500/1000 clients and other organizations. We are a hyper growth company - born at the intersection of advanced analytics, data and technology. ...
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