XMotors.ai is developing full stack solutions for autonomous driving for next generation of transportation. We are looking for engineers who are passionate about autonomous vehicles to join in and help us build best in class autonomous vehicles.
We are looking for system engineers to develop behavior planning algorithms that generate safe and human-like high level decisions for autonomous vehicles. The algorithms should be able to handle complex scenarios such as highway merging, and slow traffic lane changing negotiation. The algorithms should work robustly with uncertain and incomplete environment information.
You will be working with a team of best in class computer vision and AI systems and software engineers to ensure best behavior planning performance on our autonomous vehicles. Your work will ensure that we deliver most reliable mass market autonomous vehicle solution.
Design and develop behavior planning algorithms to generate high level decisions for autonomous vehicles that improve efficiency and ensure safety
Work closely with other module teams in the system that provides input to behavior planning and consumes output of behavior planning.
Work closely with systems and test teams on development and testing of algorithms/modules on simulation and on-target platforms.
Minimum Skill Requirements:
Master or Ph.D. in computer science or equivalent technical field
At least 1-years of industry experience in developing decision making algorithms
Understanding of both traditional heuristic-based decision making techniques and machine learning-based behavior planning approaches.
Familiarity with deep learning, reinforcement learning, and imitation learning
Preferred Skill Requirements:
Proficiency in developing and implementing algorithms in C / C++
Experience in working with driving behavior data collected from a fleet of vehicle to identify problems and improving algorithm
Hands on experience with simulation environments
Software Development experience for embedded systems involving integration of hardware and software
What do we provide:
A fun, supportive and engaging environment
Opportunity to make significant impact on transportation revolution by the means of advancing autonomous driving
Opportunity to work on cutting edge technologies with the top talent in the field
Competitive compensation package
Snacks, lunches and fun activities
We are an Equal Opportunity Employer. It is our policy to provide equal employment opportunities to all qualified persons without regard to race, age, color, sex, sexual orientation, religion, national origin, disability, veteran status or marital status or any other prescribed category set forth in federal or state regulations.