Machine Learning Certification Researcher

Job title: Machine Learning Certification Researcher

Company: Daedalean


Job description: About us:is a Zürich-based startup founded by experienced engineers who want to completely revolutionize air travel within the next decade. We combine computer vision, deep learning, and robotics to develop full “level-5” autonomy for flying vehicles.Your role:In collaboration with our team of engineers, machine learning researchers and certification experts, prove performance guarantees of safety-critical aviation systems based on machine learning. \nAreas of the work include:

• Generalization bounds for deep neural networks.
• Data completeness and correctness (high-dimensional data), impact analysis of distributions shift.
• Robustness in development and operations (input and data robustness).
• Analysis of dynamical systems and their filtering.
• Monte-Carlo analyses based on complex statistical models (e.g. Bayesian networks).
• Statistical hypothesis testing.

Preferred Qualifications:

• At least MSc (preferably PhD) degree in theoretical Machine Learning, Computer Science, Math, Physics or related domain.
• Proven experience in the domain of probability, statistics.
• Hands-on experience with Machine Learning in the industry setting.
• Creativity as we work on problems that no one has solved before.

Benefits:

• A team of experienced engineers and researchers, who joined us from most recognized companies and institutions.
• Difficult and interesting problems to solve.

for you to join. * Stock options.

• Pilot license subsidy.
• Hybrid work setting.
• Learning & Development budget: visit conferences of your choice.
• Gym membership.

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Expected salary:

Location: Zürich

Job date: Tue, 25 Feb 2025 23:53:00 GMT

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