Research Engineer AI Models Evaluation and Validation Specialist

hace 2 días

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

The Barcelona Supercomputing Center (BSC) is seeking a highly skilled Research Engineer to join our team in the Life Sciences Department. As a Research Engineer AI Models Evaluation and Validation Specialist, you will play a crucial role in developing methodologies for systematic evaluation and validation of AI models in the context of OpenEBench and connected projects.

Key Responsibilities
  • Landscape current efforts on AI/ML models evaluation and validation in Life Sciences and work towards integrating them into existing fora.
  • Lead the development of strategies and a generalizable methodology for AI/ML models evaluation and validation in collaboration with research communities and relevant projects.
  • Drive the adoption of the methodology in the context of OpenEBench, preparing necessary extensions of the platform.
  • Ensure timely dissemination of results, including partial ones, across various channels at institutional, local, national, and international levels.
Requirements
  • Education: Superior degree in bioinformatics-related or data science-related fields.
  • Essential Knowledge and Professional Experience:
    • At least three years of experience in managing research data used in the context of AI/ML models generation, including detection of potential biases.
    • At least three years of experience in AI/ML models generation, evaluation, and validation.
    • At least three years of experience as a research software engineer developing high-quality software that is sustainable, well-documented, and follows community-led development good practices.
  • Additional Knowledge and Professional Experience:
    • Experience in applying the FAIR principles to data, software, workflows, and/or AI/ML models.
    • Fluency in English is essential; proficiency in Spanish and other European languages is advantageous.
  • Competences:
    • Ability to understand scientific literature and software documentation.
    • Ability to communicate scientific results.
    • Ability to work independently, in a team, and in a multi-cultural environment.
    • Ability to represent the team in international project meetings and research community.
    • Ability to mentor and contribute towards the professional development of junior team members.
    Conditions
    • The position will be located at BSC within the Life Sciences Department.
    • We offer a full-time contract, 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.
    • 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.

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