Machine Learning Researcher

vor 1 Tag


Zürich, Schweiz AMM Group Vollzeit

Machine Learning Certification Researcher

Flight Software, Computer Vision and AI

Location: Zürich, Switzerland

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

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

Preferred Qualifications

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

Benefits

  1. A team of experienced engineers and researchers, who joined us from the most recognized companies and institutions.
  2. Difficult and interesting problems to solve.
  3. Test flights in the Swiss Alps for you to join.
  4. Stock options.
  5. Pilot license subsidy.
  6. Hybrid work setting.
  7. Learning & Development budget: visit conferences of your choice.
  8. Gym membership.
#J-18808-Ljbffr

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