Experience
2 - 4 yrs
Job Location
Nagpur, India
Vacancy
1
Designation
Devops Engineer
Job Type
Not specified
Job Description
We are seeking a skilled MLOps Engineer to join our team and help streamline the deployment, monitoring, and management of machine learning models in production environments. The ideal candidate will work closely with data scientists and software engineers to ensure seamless integration, scalability, and reliability of ML solutions. This role involves designing, implementing, and maintaining CI/CD pipelines, automating workflows, and troubleshooting performance issues in ML infrastructure.
- Develop, deploy, and maintain scalable machine learning pipelines and infrastructure.
- Collaborate with data science and engineering teams to integrate ML models into production systems.
- Build and automate CI/CD pipelines for model training, testing, and deployment.
- Monitor model performance and reliability post-deployment and implement improvement measures.
- Manage containerized environments and orchestration tools such as Docker and Kubernetes.
- 2 to 4 years of experience in MLOps or related fields.
- Strong knowledge of cloud platforms such as AWS, Azure, or Google Cloud.
- Proficiency in containerization and orchestration tools like Docker and Kubernetes.
- Experience with ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Familiarity with CI/CD tools and automation frameworks.
- Python programming and scripting skills.
- Understanding of data engineering concepts and tools.
- Experience with monitoring tools and logging frameworks.
- Knowledge of security best practices in ML deployments.
- Bachelors degree in Computer Science, Engineering, or a related field
- Masters degree preferred