Tusimple is the self-driving technology company with a mission to bring automation to the trucking industry. Prediction plays a critical role in the mission. At Tusimple, the prediction team is responsible for developing the cutting edge machine learning algorithms to predict the future trajectories of the vehicles and pedestrians on the roads. The prediction results are critical input to the downstream planning module to make optimized driving decisions.
Example projects we are working on include:
Trajectory prediction using CNN technologies in environments that are hard to describe numerically
Modeling the interaction between the truck and other road agents and predicting for the negotiation outcome
Encoding the prediction uncertainty and collaborate with planning to make stochastically optimized decision
What You'll Do:
Deliver high-quality and reliable code for deep learning prediction modules on autonomous driving trucks
Build and maintain efficient pipelines and reliable benchmarks for improving deep learning model performance
Collaborate with other engineers to conduct system integration and tests.
What You'll Bring:
Masters in Computer Science, Math/statistics or other related field.
Product-quality code in C++ and/or Python.
Experience in designing and building machine learning/deep learning data pipelines.
Knowledge in deep learning topics including but not limited to CNN, RNN, Encoder-Decoder, GraphNN
1-5+ years of professional experience working with autonomous vehicles.
PhD in Computer Science, Math/statistics or related field.
Knowledge and experience in neural network computation optimization, such as distributed training, network quantization, and CUDA acceleration.
Visa sponsorship is available for this position
Opportunity for professional growth and career advancement
Competitive salary and benefits
Daily breakfast, lunch, and dinner
Shape the landscape of autonomous driving
100% Company paid Medical, Vision, and Dental insurance plan
Company 401(K) program
Company paid life insurance
Company paid education/training.
Company paid gym membership.
TuSimple is an Equal Opportunity Employer. This company does not discriminate in employment and personnel practices on the basis of race, sex, age, handicap, religion, national origin, or any other basis prohibited by applicable law. Hiring, transferring and promotion practices are performed without regard to the above-listed items.