We are seeking a skilled HPC MLOps Engineer to join our energetic team in Karnataka. The ideal candidate will have a strong background in High-Performance Computing (HPC) and Machine Learning Operations (MLOps), with hands-on experience in tools such as ClearML and a solid understanding of Linux environments.
As an HPC MLOps Engineer, you will be responsible for designing, implementing, and maintaining scalable machine learning workflows that leverage HPC resources. You will collaborate with data scientists and software engineers to optimize model training and deployment processes, ensuring efficient use of computational resources. Your role will involve automating workflows, monitoring performance, and troubleshooting issues to enhance the overall efficiency of our machine learning operations.
Key Responsibilities:
- Develop and maintain MLOps pipelines using ClearML and other relevant tools.
- Collaborate with cross-functional teams to integrate machine learning models into production environments.
- Optimize HPC resources for model training and inference.
- Monitor and troubleshoot performance issues in machine learning workflows.
- Document processes and maintain best practices for MLOps.
Required Skills:
- Strong knowledge of High-Performance Computing (HPC) principles and practices.
- Experience with MLOps tools, particularly ClearML.
- Proficiency in Linux operating systems.
- Ability to work collaboratively in a team-oriented environment.
- Strong problem-solving skills and attention to detail.
If you are passionate about leveraging HPC for machine learning and thrive in a fast-paced environment, we encourage you to apply for this exciting opportunity.