Research Scientist

hace 3 días

Barcelona, Barcelona, España Barcelona Supercomputing Center (Bsc) A tiempo completo
About the Role

The Barcelona Supercomputing Center (BSC) is seeking a highly skilled Research Scientist to join our team. As a Research Scientist, you will be responsible for developing and implementing advanced mathematical optimization techniques to solve complex problems in machine learning and artificial intelligence.

Key Responsibilities
  • Design and implement novel machine learning algorithms to reduce the computational cost of solving binary integer linear programming problems.
  • Develop and optimize parallelization strategies using task-based programming models to improve the efficiency of the ILP algorithm.
  • Collaborate with our team to integrate machine learning methods with mathematical optimization techniques to solve complex problems in machine learning and AI.
  • Contribute to the development of a generalizable model to infer reduced sets of feasible solutions for unseen textual summaries.
  • Prepare a final report detailing methodologies, developed code, and prospective ideas for RL algorithms.
Requirements
  • Education: Course subjects concentration in mathematics and computer science.
  • Essential Knowledge and Professional Experience: Experience in computer science, mathematical analysis, and optimization schemes.
  • Collaborative and version-controlled work environments (e.g., GitLab, GitHub).
  • Proficiency in Python 3, C/C++, Unix/Linux.
  • Understanding of differential calculus, vector analysis, combinatorial optimization.
  • Additional Knowledge: Fluent in English.
  • Knowledge of distributed computing and parallelization paradigms.
  • Competences: Good communication and presentation skills.
  • Ability to work independently and within a team.
What We Offer
  • Full-time contract (37.5h/week).
  • Duration: Temporary.
  • 23 paid vacation days plus additional holidays.
  • Competitive salary based on qualifications and experience.

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