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About the Role
Bot Auto is revolutionizing goods transportation with autonomous trucks, enhancing global quality of life. We are a fast-paced startup with experienced professionals, achieving world-firsts and driving innovation in transportation.
Responsibilities
- Develop, train, and optimize deep learning models for autonomous driving, focusing on end-to-end architectures including object detection, tracking, online mapping, and end-to-end planning.
- Manage the full machine learning workflow from data curation and analysis to model experimentation, hyperparameter tuning, and performance verification.
- Collaborate with simulation, infrastructure, and planning/control teams to deploy and integrate ML components into the autonomous truck production pipeline.
- Track the latest research in computer vision and generative AI, and test new methods to solve real-world challenges.
Requirements
- Advanced degree (Master’s or Ph.D., including upcoming graduates) in Computer Science, Robotics, Electrical Engineering, Applied Mathematics, Physics, or a related quantitative field.
- Strong theoretical foundation in machine learning, deep learning, and computer vision, with a solid understanding of modern architectures (e.g., Transformers, CNNs, Graphs).
- Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow.
- Strong software engineering fundamentals including data structures, algorithms, and clean coding practices.
- High self-motivation, strong analytical and problem-solving skills, ability to learn quickly in a fast-paced startup environment, and a strong team-player mindset.
- Academic thesis or focused research experience in 3D Computer Vision / Bird’s-Eye-View (BEV) Perception, Online Mapping, Vectorization, or Visual SLAM, or Prediction and Behavioral Modeling.
- Proven track record of research publications in top-tier ML, computer vision, or robotics conferences/journals as a primary contributor.
- Hands-on experience with model deployment, quantization, distillation, or inference acceleration tools (e.g., TensorRT, ONNX, CUDA, C++).
- Prior internship experience in autonomous driving or advanced robotics labs is highly desirable.
Skills
- Deep Learning
- Computer Vision
- Machine Learning
- Python
- PyTorch
- TensorFlow
- Transformers
- CNNs
- Graphs
- Data Structures
- Algorithms
- 3D Computer Vision
- BEV Perception
- Online Mapping
- Vectorization
- Visual SLAM
- Prediction
- Behavioral Modeling
- Model Deployment
- Quantization
- Distillation
- Inference Acceleration
- TensorRT
- ONNX
- CUDA
- C++
Education Level
- Master’s Degree
- Ph.D.
About the Company
- Bot Auto is revolutionizing the transportation of goods with our cutting-edge autonomous trucks, enhancing the quality of life for communities around the globe.
- With the agility of a start-up and the wisdom of seasoned experts, Bot Auto boasts a team that has achieved numerous world-firsts and unparalleled innovations.
- United by a shared vision, we create miracles and propel the future of transportation.
- Join us and transform your dreams into reality.