Daedalean

Position ID: 2990-MLCERT [#20218]
Position Title: Machine Learning Certification Researcher
Position Type: Government or industry
Position Location: Zürich, Zurich 8047, Switzerland [map]
Subject Areas: Machine Learning, Probability Theory, Statistics
Application Deadline: (posted 2022/07/06, listed until 2023/01/06)
Position Description:    

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, both existing aircraft and the electric VTOLs that you may have seen in the media

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 a relevant discipline (Mathematics, Statistics, Machine Learning).
  • Experience with Machine Learning preferred.
  • 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.

Application Materials Required:
Submit the following items online at this website to complete your application:
And anything else requested in the position description.

Further Info:
https://daedalean.ai/