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Postdoctoral Researcher in AI Modelization for Edge AI Systems
hace 2 meses
The Barcelona Supercomputing Center (BSC) is seeking a highly skilled Postdoctoral Researcher to join our team in the area of AI modelization for Edge AI systems. As a Postdoctoral Researcher, you will be part of a multidisciplinary team working on the development of AI solutions for Edge AI systems.
Key Responsibilities- Develop mathematical models for Edge AI systems focusing on explainability, causality, uncertainty modeling, and probabilistic modeling in AI to enhance the reliability and transparency of AI solutions.
- Collaborate with multidisciplinary teams to integrate explainability, causality, and uncertainty modeling techniques into existing AI systems.
- Identify FuSa-related metrics 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.
- Education: Master's Degree in Computer Science, Mathematics, or similar. A PhD in the area (or being in the last year of the PhD).
- Essential Knowledge and Professional Experience: Strong knowledge on AI fundamentals; Familiarity with Deep Learning frameworks (e.g. PyTorch, Tensorflow, JAX); Deep knowledge on Causal Inference fundamentals; Experience in collaborative projects; Strong practical experience in programming languages (Python, C++, etc.).
- Additional Knowledge and Professional Experience: Previous experience in European projects in similar areas; Previous experience in Data Science projects, particularly for industry applications.
- Competences: Problem-solving, proactive, collaborative, and result-oriented work attitude; Good communication skills including proficiency in English (both written and spoken).
- The position will be located at BSC within the Computer 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: 55,000.00 €.
- Additional Expenses Grant: Each fellowship will be associated with a grant for additional expenses, such as IT equipment, travel, training, stays, etc.
