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Team Leader Mlops, Language Technologies Specialist
hace 2 meses
We are seeking a highly skilled Team Leader Mlops, Language Technologies Specialist to join our team at the Barcelona Supercomputing Center (BSC). As a key member of our Language Technologies Unit, you will be responsible for leading a team of MLOps engineers to build and maintain internal tools, designing and implementing ML model continuous integration, continuous deployment, and continuous monitoring processes for production.
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.
- Maintain the code infrastructure as open source repositories.
- Auditing the quality of the work submitted by providers, external collaborators.
- Mentoring junior members of the team.
- Education: Bachelor's degree in Computer Science, Information Technology, or related field. Master's degree or a PhD will be a plus.
- Essential Knowledge and Professional Experience:
- In-depth knowledge of Linux/Unix systems.
- Demonstrated experience of at least 2 years in leading engineering teams in the relevant areas.
- Demonstrable experience with Kubernetes, Docker, or other comparable containerization.
- Demonstrable experience of automating tasks via Python, bash, or other scripting tools.
- Hands-on experience with Automation/DevOps tools (such as Github Actions, Gitlab, Jenkins, Ansible, etc.).
- Experience with cloud technology; AWS, Azure/GCP, or OpenStack.
- Experience with monitoring and logging tools such as ELK, Prometheus, Grafana, etc.
The Barcelona Supercomputing Center (BSC) is the leading supercomputing center in Spain. We house MareNostrum, one of the most powerful supercomputers in Europe. Our mission is to research, develop, and manage information technologies to facilitate scientific progress.
What We Offer- A full-time contract (37.5h/week).
- A good working environment.
- A highly stimulating environment with state-of-the-art infrastructure.
- Flexible working hours.
- An extensive training plan.
- Restaurant tickets.
- Private health insurance.
All applications must be submitted via the BSC website and contain a full CV in English, including contact details, and a cover/motivation letter with a statement of interest in English, clearly specifying for which specific area and topics the applicant wishes to be considered. Additionally, two references for further contacts must be included.
