AI Engineer: Recognition of Road Weather Conditions and Sensing Impact Analysis
The weather team works cross-functionally to develop technologies that ensure safe autonomous driving in all weather conditions. We're seeking skilled data scientists to help us overcome the challenges of adverse weather.
We provide a competitive compensation package, opportunities for professional growth, participation in a discretionary equity incentive plan, and access to a comprehensive company benefits program, subject to eligibility requirements.
Locations: Singapore
7000SGD - 8500 SGD/month
Responsibilities:
- Develop perception features to recognize road weather conditions, quantify weather impact on sensing, and identify sensing degradation.
- Collaborate across teams to adapt sensor fusion techniques, integrate sensor cleaning system, and implement mitigation strategy to enhance autonomous driving reliability under reduced visibility.
- Develop data mining, labeling, training and evaluation pipelines for model adaption in adverse weather conditions.
- Conduct tests and simulations in various weather conditions to evaluate system performance and mitigation strategy.
Qualifications:
- Master’s or PhD.
- Experience with computer vision and deep learning.
- Understanding of various effects of weather on sensor data. Excellent communication, strong analytical thinking and problem-solving skills.
Preferred Skills:
- Experience with autonomous vehicle technology or robotics.
- Experience with machine learning and AI foundation models.
- Experience with Python/C++.