Postdoctoral Researcher in AI Modelization for Edge AI Systems
hace 4 días
**Job Summary**
Spot On News GmbH is seeking a highly skilled Postdoctoral Researcher to join our team in the field of AI modelization for Edge AI systems. As a Postdoctoral Researcher, you will be responsible for devising mathematical models to address Functional Safety (FuSa) compliance in AI-based software.
**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.
**Requirements**
- Master's Degree in Computer Science, Mathematics, or similar.
- 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.
**About the Role**
This position aims to work within a small team to develop AI solutions for safety-critical systems on the edge, focusing on the connection between explainability and causality, taking into account the uncertainty in these explanations, and through the use of probabilistic modeling. These aspects are crucial for meeting FuSa standards by providing transparency, reliability, and predictability in AI systems.
**What We Offer**
As a Postdoctoral Researcher at Spot On News GmbH, you will have the opportunity to work on cutting-edge AI research projects, collaborate with a team of experts, and contribute to the development of innovative AI solutions. We offer a dynamic and supportive work environment, competitive salary, and opportunities for professional growth and development.
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