The company is looking to integrate AI software into hundreds of millions of vehicles for autonomous driving and robotics.
Requirements
- Experience with tensorflow/pytorch, Jax, or related deep learning framework
- Experience building distributed, scalable software as a service
- Proficiency in Python
- Experience in learning and implementing techniques from research papers
- Computer vision experience
Responsibilities
- Write frameworks with flexible and modular components to quickly prototype trainings and implement new cutting-edge research ideas
- Build robust and fault-tolerant ML pipelines for running inference on large image and video datasets
- Leverage knowledge of deep learning frameworks to optimize trainings in terms of GPU utilization, memory, speed, and accuracy
- Design and implement APIs to automate the training and validation of a wide range of ML models for specialized use cases
Other
- 5+ years of experience in a directly related field
- Proven ability to thrive in a fast-paced environment
- Ability to communicate complex technical concepts to a variety of audiences
- Introspection, thoughtfulness, and detail-orientation
- Master or Ph.D. in Math, Computer Science or a related field
