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Team Leader Mlops, Language Technologies
hace 2 meses
About Us
The Barcelona Supercomputing Center (BSC) is a leading supercomputing center in Spain, housing one of the most powerful supercomputers in Europe, MareNostrum. Our mission is to research, develop, and manage information technologies to facilitate scientific progress. We combine high-performance computing (HPC) service provision and research and development (RD) into both computer and computational science under one roof.
Our Commitment to Diversity and Inclusion
We are committed to promoting equity, diversity, and inclusion, fostering an environment where each and every one of us is appreciated for who we are, regardless of our differences. We are particularly interested in the strengths and lived experiences of women and underrepresented groups to help us avoid perpetuating biases and oversights in science and IT research.
Job Summary
We are seeking an MLOps Team Lead with experience in designing and shipping internal tools specifically for automating the development, deployment, and monitoring of machine learning (ML) models. The successful candidate will work in a highly sophisticated HPC environment, with access to state-of-the-art systems and computational infrastructures.
Key Responsibilities
- Manage a team of MLOps engineers to build and maintain internal tools.
- Take ownership of the internal product roadmap to ensure continuous delivery.
- Design and implement ML model continuous integration, continuous deployment, and continuous monitoring processes for production.
- Develop and maintain CI/CD pipelines for ML models.
- Configure and automate ML model deployment, monitoring, and scaling in production.
- Implement monitoring and logging of ML models.
- Identify areas of improvement in ML model lifecycle.
- Collaborate with data engineers and ML engineers to select best ML model architectures and hyperparameters.
- Ensure the accessibility of the open software, and the replicability of their deployment via containers-based architectures.
About the Role
This is an exciting opportunity to join our team and contribute to the development of cutting-edge ML models and tools. If you are passionate about MLOps and have experience in designing and shipping internal tools, we encourage you to apply.
