Data Scientist - Barcelona, España - Barcelona Supercomputing Center (BSC)

Barcelona Supercomputing Center (BSC)

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Barcelona, España

hace 1 semana

Publicado por:

Isabel García

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Descripción

Job Reference:

557_23_CASE_DPPP_R2/RE2
Position:
Data Scientist (R2/RE2)
Closing Date:
Sunday, 31 December, 2023
Reference: 557_23_CASE_DPPP_R2/RE2
Job title: Data Scientist (R2/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 900 staff from 55 countries.
Look at the BSC experience:
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Let's stay connected with BSC Folks
We are particularly interested for this role in the strengths and lived experiences of women and underrepresented groups to help us avoid perpetuating biases and oversights in science and IT research.
Context And Mission
One particular line of research is data science, AI, and machine learning applied to industrial processes and systems, which resides in the Data Analytics and Visualization Group. The goal of this line of research is to develop tools and techniques to help industry in tasks such as anomaly prediction, energy and resource optimization, and efficient operation of complex systems.
The role of this position will be to prepare and analyse data from user/product relations, and then creating models and profiles that characterise the users as well as the products, focused on feeding and creating large scale recommender system.
The position will also help in cleaning and preparing data, and collaborate with data engineers to set up and deploy the models in production pipelines.
Key Duties
Work to receive, ingest, prepare, and clean data from the project stakeholders
Develop and implement recommender systems, training them in HPC facilities
Help prepare the tuned models for external use in production, either in cloud or workstation infrastructures
Validate and measure the performance of the models developed, against others the selected baselines.
Research and implement novel recommender architectures incorporating AI components

Requirements:

Education
BS or PhD on Data Science, Applied Mathematics, or Computer Science
Essential Knowledge and Professional Experience
Experience with data science methods applied to industry
Experience on applied data science projects
Ample experience on popular languages for data scientists (Preferably Python)
Experience on machine learning best practices
Strong initiative to carry on a multidisciplinary research project involving talking to people on many different fields
Experience with putting ML models in virtualised containers or MLops systems
General knowledge of and experience on distributed and parallel computing, cloud, and big data infrastructures
Additional Knowledge and Professional Experience
Knowledge of streaming architectures
Experience with real world data science problems
Setting up machine learning projects in production
Competences
Fluency in spoken and written English and Spanish, while fluency in other European languages will be also valued
Excellent communication skills, specially at the level of producing internal documentation (manuals, white papers) for reuse and reproducibility of results

Conditions

The position will be located at BSC within the CASE 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

DeadlineOTM-R principles for selection processes**- BSC-CNS is an equal opportunity employer committed to diversity and inclusion. We are pleased to c