Machine Learning Certification Researcher

About us:

Daedalean 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.

Areas 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:

• PhD degree in theoretical Machine Learning
• 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.
• Test flights in the Swiss Alps for you to join
• Stock options
• Pilot license subsidy
• Hybrid work setting
• Learning & Development budget: visit conferences of your choice
• Gym membership