Senior MLOps Researcher in Language Technologies

hace 1 mes

Barcelona, Barcelona, España Barcelona Supercomputing Center (BSC) A tiempo completo
About the Position

The Barcelona Supercomputing Center (BSC) is seeking a highly skilled Senior MLOps Researcher in Language Technologies to join our team. As a leading supercomputing center in Spain, BSC houses MareNostrum, one of the most powerful supercomputers in Europe, and is a founding member of the European HPC infrastructure PRACE.

Key Responsibilities
  • 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 container-based architectures.
  • Maintain the code infrastructure as open source repositories.
  • Auditing the quality of the work submitted by providers and external collaborators.
  • Mentoring junior members of the team.
Requirements
  • 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.
  • Additional Knowledge and Professional Experience
    • Strong knowledge of provisioning methods via tools such as Terraform and Helm.
    • Strong knowledge of ML model development and deployment tools.
    • Good knowledge of security best practices.
    • Fluency in English is essential. Proficiency in Spanish and other European languages would be advantageous.
  • Competences
    • Ability to work independently and in a team to complete tasks on schedule.
    • Ability to work in a multi-cultural environment.
    • Ability to work under set deadlines.
Conditions
  • The position will be located at BSC within the Life Sciences Department.
  • 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, extensive training plan, restaurant tickets, and private health insurance.
  • Duration: 4 years.
  • Holidays: 23 paid vacation days plus 24th and 31st of December per our collective agreement.
  • Salary: 60,000.00€.
  • Additional Expenses Grant: Each fellowship will be associated with a grant for additional expenses, such as IT equipment, travel, training, stays, etc.

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