Job Reference
547_24_LS_MLBR_RE3
Position
Senior research engineer Generative Artificial Intelligence for Biomedical Research (RE3) - AI4S
Closing Date
Sunday, 15 September, 2024
Reference: 547_24_LS_MLBR_RE3
Job title: Senior research engineer Generative Artificial Intelligence for Biomedical Research (RE3) - AI4S
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. 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. We promote Equity, Diversity and Inclusion, fostering an environment where each and every one of us is appreciated for who we are, regardless of our differences. If you consider that you do not meet all the requirements, we encourage you to continue applying for the job offer. We value diversity of experiences and skills, and you could bring unique perspectives to our team.
Context And Mission
The Machine Learning for Biomedical Research unit at the BSC, led by Dr. Davide Cirillo, is currently offering a research engineer position. This position focuses on facilitating the use of artificial intelligence (AI) in biomedical research, with special emphasis on generative AI. This position places a strong emphasis on both the developmental and infrastructural aspects of AI models used in biomedicine. The Research Engineer will contribute to the development and implementation of state-of-the-art AI techniques—working with diverse data types such as images, genomic sequences, time series, and texts—and lead efforts in optimizing and deploying these systems within our sophisticated HPC environment. The successful candidate will join the Machine Learning for Biomedical Research unit, a dynamic research group within the Life Sciences department. The Department includes multiple expert scientists that work on various aspects of computational biology. The Researcher will work in a highly sophisticated HPC environment, have access to the multiple computational infrastructures available at BSC, and establish collaborations with experts in multiple areas. The funding for these actions/fellowships and contracts comes from the European Union Recovery and Resilience Facility - Next Generation.
Key Duties
Design and implementation of robust AI systems with special emphasis on generative AI, such as Large Language Models (LLMs), Diffusion Models, Variational Autoencoders.
Optimization of AI models for high-performance computing environments, enhancing scalability and processing efficiency.
Interact efficiently with the HPC environment of the Barcelona Supercomputing Center.
Collaborate closely with interdisciplinary teams within the BSC, as well as with international and local experts from both public and private sectors.
Contribute to research projects funded by EU programs and national schemes.
Requirements
Education
BSc in Computer Science, Physics, Mathematics or related.
MSc in data science, machine learning or similar or computational biology.
Essential Knowledge and Professional Experience
Proficient understanding of various biomedical data types and their applications in AI.
Strong expertise in deep learning and other machine learning methodologies.
Experience in MLOps, particularly related to deploying and managing AI models in HPC settings.
Demonstrable skills in software development and system architecture, with a focus on AI-driven technologies.
Additional Knowledge and Professional Experience
Fluency in English is essential. Proficiency in Spanish and other European languages would be advantageous.
Competences
Good communication and presentation skills
Ability to work both independently, within a team and in a multi-cultural environment.
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, private health insurance
Duration: 4 years
Holidays: 23 paid vacation days plus 24th and 31st of December per our collective agreement
Salary: 50.000,00 €
Additional Expenses Grant: Each fellowship will be associated with a grant for additional expenses, such as IT equipment, travel, training, stays, etc.
Starting date: asap - the incorporation for this vacancy must be before the 16th of December 2024
Applications procedure and process
All applications must be submitted via the BSC website and contain:
A full CV in English, including contact details.
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. Applications without this document will not be considered.
Development of the recruitment process
The selection will be carried out through a competitive examination system. The recruitment process consists of two phases:
Curriculum Analysis: Evaluation of previous experience and/or scientific history, degree, training, and other professional information relevant to the position. - 40 points
Interview phase: The highest-rated candidates at the curriculum level will be invited to the interview phase, conducted by the corresponding department and Human Resources. In this phase, technical competencies, knowledge, skills, and professional experience related to the position, as well as the required personal competencies, will be evaluated. -60 points. A minimum of 30 points out of 60 must be obtained to be eligible for the position.
The recruitment panel will be composed of at least three people, ensuring at least 25% representation of women.
In accordance with OTM-R principles, a gender-balanced recruitment panel is formed for each vacancy at the beginning of the process. After reviewing the content of the applications, the panel will begin the interviews, with at least one technical and one administrative interview. At a minimum, a personality questionnaire as well as a technical exercise will be conducted during the process.
The panel will make a final decision, and all individuals who participated in the interview phase will receive feedback with details on the acceptance or rejection of their profile.
At BSC, we seek continuous improvement in our recruitment processes. For any suggestions or comments/complaints about our recruitment processes, please contact recruitment (at) bsc (dot) es.
This position is reserved for candidates who meet the requirements and have the legal status of disabled persons with a degree of disability equal to or greater than 33%. In case there are no applicants with disabilities that meet the requirements, the rest of the candidates without declared disability will be evaluated.
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