Mlops 6 to 12 Years Pan India

6 months ago


Bengaluru Karnataka, India Capgemini Full time

**Job Description**:

- Lead MLOps initiatives, collaborating with key stakeholders to strategize, plan, and deliver projects
- Design, develop, and deploy complex AI/ML solutions on cloud infrastructure, ensuring scalability for changing business and technical needs
- Create infrastructure and architecture diagrams for projects
- Project manage, allocate tasks to junior ML engineers, and ensure project closure
- Enhance coding practices, conduct code reviews, and implement best practices for model management
- Provide thought leadership on new technologies, tools, and suggest improvements
- Support the interview process for hiring both junior and senior ML engineers
- Specialize in the deployment, monitoring, and maintenance of AI models in production
- Collaborate with governance lead and data scientists to institutionalize best practices
- Build deployment pipelines, implement automation, and specialize in containerization and orchestration (e.g., Docker, Kubernetes)
- Implement continuous integration and continuous deployment (CI/CD) for efficient workflows
- Focus on scalability and resource management

**Primary Skills**:

- MLOps Cloud Infrastructure
- ML Engineering &ML Ops workflows & tools
- Deployment, Monitoring, and Maintenance of AI Models
- Deployment Pipelines,Automation
- Containerization (e.g., Docker)
- Orchestration (e.g., Kubernetes)

**Secondary Skills**:

- Expertise in specific cloud platforms (e.g., AWS Sagemaker, Azure, Google Cloud)
- Experience with specific programming languages (e.g., Python, R)
- Understanding of data governance and compliance
- Background in software development practices
- Experience with version control systems (e.g., Git)
- Proficiency in scripting languages for automation
- Understanding of DevOps principles and practices



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