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Postdoctoral Researcher in Explainable AI for Edge AI Systems
hace 2 meses
The Barcelona Supercomputing Center - Centro Nacional de Supercomputación (BSC-CNS) is seeking a highly skilled Postdoctoral Researcher to join our team in the Computer Sciences Department. We are looking for an exceptional candidate to work on a project focused on developing mathematical models for Edge AI systems, with a strong emphasis on explainability, causality, and uncertainty modeling.
Key Responsibilities- Develop mathematical models for Edge AI systems, focusing on explainability, causality, and uncertainty modeling.
- Collaborate with multidisciplinary teams to integrate explainability, causality, and uncertainty modeling techniques into existing AI systems.
- Identify metrics related to Functional Safety (FuSa) and develop mathematical approaches for diagnosis and monitoring based on those metrics.
- Lead a small team of junior engineers and students contributing to these tasks.
- Master's Degree in Computer Science, Mathematics, or a related field.
- PhD in the area (or being in the last year of the PhD).
- Strong knowledge on AI fundamentals.
- Familiarity with Deep Learning frameworks (e.g. PyTorch, Tensorflow, JAX).
- Deep knowledge on Causal Inference fundamentals, particularly on the Causal Graphs perspective.
- Experience in collaborative projects.
- Strong practical experience in programming languages (Python, C++, etc.).
- Previous experience in European projects in similar areas.
- Previous experience in Data Science projects, particularly for industry applications.
- Problem-solving, proactive, collaborative, and result-oriented work attitude.
- Good communication skills, including proficiency in English (both written and spoken).
The BSC-CNS is a research center that focuses on high-performance computing and its applications. We offer a dynamic and stimulating work environment, with a highly skilled team and state-of-the-art infrastructure. We are committed to providing our employees with a comprehensive training plan, flexible working hours, and a competitive salary.
What 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.
- A competitive salary.
