Machine Learning Researcher
vor 1 Tag
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
- Generalization bounds for deep neural networks.
- Data completeness and correctness (high-dimensional data), impact analysis of distribution shifts.
- 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
- At least MSc (preferably PhD) degree in theoretical Machine Learning, Computer Science, Math, Physics, or a related domain.
- Proven experience in the domain of probability and statistics.
- Hands-on experience with Machine Learning in an 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 the 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.
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