Mlops Engineer Re2 - Barcelona, España - Barcelona Supercomputing Center (BSC)

Barcelona Supercomputing Center (BSC)

Empresa verificada

Barcelona, España

hace 1 semana

Publicado por:

Isabel García

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Descripción

Job Reference:

279_24_LS_LT_RE2
Position:
MLOps Engineer RE2
Closing Date:
Thursday, 01 August, 2024
Reference: 279_24_LS_LT_RE2
Job title: MLOps Engineer RE2
About BSC
The Barcelona Supercomputing Center
Centro Nacional de Supercomputación (BSC-CNS) is the leading supercomputing center in Spain. It houses MareNostrum, one of the most powerful supercomputers in Europe, was a founding and hosting member of the former European HPC infrastructure PRACE (Partnership for Advanced Computing in Europe), and is now hosting entity for EuroHPC JU, the Joint Undertaking that leads largescale investments and HPC provision in Europe. The mission of BSC is to research, develop and manage information technologies in order to facilitate scientific progress. BSC combines HPC service provision and R&D into both computer and computational science (life, earth and engineering sciences) under one roof, and currently has over 1000 staff from 60 countries.
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Context And Mission
The Language Technologies Unit at BSC has a consolidated experience in several NLP areas, such as massive language model building, biomedical text mining, machine translation and unsupervised learning for underresourced languages and domains. It has been entrusted by the Spanish and the Catalan government, with the mission to develop fundamental opensource resources and technologies for Spanish and Catalan.

In connection with this, the LT Unit is currently in charge of three flagship projects at the national and regional level:

the Spanish National Language Technology Plan and ILENIA funded by the Spanish Secretariat of Digitalisation and Artificial Intelligence; and the AINA project, aimed at developing AI resources for Catalan, funded by the Catalan Digitalisation Department.

In addition, the Unit participates in various EU funded international projects.-
Key Duties

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.
Identify areas of improvement in ML model lifecycle.
Collaborate with data engineers and ML engineers to select best ML model architectures and hyperparameters.
Work closely with the ML engineers, specifically on Large Language Models, to develop internal tools to facilitate the development and evaluation processes.
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

Requirements:

Education
Bachelor's degree in Computer Science, Information Technology or related field.
Master's degree will be valued
Essential Knowledge and Professional Experience
Indepth knowledge of Linux/Unix systems.
Demonstrable experience with Kubernetes, Docker, or other comparable containerization
Demonstrable experience of automating tasks via Python, bash or other scripting tools
Handson experience with Automation/DevOps tools (such as Github Actions, Gitlab, Jenkins, Ansible etc.)
Strong knowledge of provisioning methods via tools such as Terraform and Helm
Strong knowledge of ML model development and deployment tools
Experience with cloud technology; AWS, Azure/GCP or OpenStack.
Experience with monitoring and logging tools such as ELK, Prometheus, Grafana, etc.
Good knowledge on security best practices
Competences
Ability to work independently and in a team to complete tasks on schedule.
Ability to work under set deadlines

Conditions

The position will be located at BSC within the Life Sciences Department
We offer a fulltime contract (37.5h/week), a good working environment, a highly stimulating environment with stateoftheart infrastructure, flexible working hours, extensive training plan, restaurant tickets, private health insurance, support to the relocation procedures
Duration: Openended contract due to technical and scientific activities linked to the project and budget duration
Holidays: 23 paid vacation days plus 24th and 31st of December per our collective agreement
Starting date: asap

Applications procedure and process- A full CV in English including contact details

A Cover Letter with a statement of interest in English, including two contacts for further references
Applications without this document will not be considered

At BSC we are seeking continuous improvement in our recruitment processes, for any suggestions or feedback/complaints about our Recruitment Processes, please contact recruitment [at] bsc [dot] es.

For more information follow this link

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