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Daedalean

Position ID:
2990-MLCERT [#20218]
Position Title:
Machine Learning Certification Researcher
Position Type:
BEGIN
Position Location:
Zürich, Zurich 8047, Switzerland
Subject Areas:
Machine Learning, Probability Theory, Statistics
Appl Deadline:
finished (2022/07/06, finished 2023/07/08, listed until 2023/01/06)
Position Description:
   

*** this position has been closed and new applications are no longer accepted. ***

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:
  • Cover letters (optional)
  • Curriculum Vitae
  • Publication lists (optional)
  • Reference letter (optional) (to be submitted online by the reference writers on this site help popup)
And anything else requested in the position description.

Further Info:
https://daedalean.ai/
email address