Machine Learning Researcher

Machine Learning Certification Researcher

Flight Software, Computer Vision and AI

Location : Zürich , Swit zerland

Hiring Mode : Full-Time

Onsite Frequency : Hybrid

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 :

o Generalization bounds for deep neural networks.

o Data completeness and correctness (high-dimensional data), impact analysis of distributions shift.

o Robustness in development and operations (input and data robustness).

o Analysis of dynamical systems and their filtering.

o Monte-Carlo analyses based on complex statistical models (e.g. Bayesian networks).

o Statistical hypothesis testing.

Preferred Qualifications :

o At least MSc (preferably PhD) degree in theoretical Machine Learning, Computer Science, Math, Physics or related domain.

o Proven experience in the domain of probability, statistics.

o Hands-on experience with Machine Learning in the industry setting.

o Creativity as we work on problems that no one has solved before.

Benefits :

o A team of experienced engineers and researchers, who joined us from most recognized companies and institutions.

o Difficult and interesting problems to solve.

o Test flights in the Swiss Alps for you to join.

o Stock options.

o Pilot license subsidy.

o Hybrid work setting.

o Learning & Development budget : visit conferences of your choice.

o Gym membership.