Description:
The Staff Machine Learning Engineer is a versatile role in Perception that drives a wide spectrum of applied ML research and development that tackle challenges on urban roads.
What You’ll Be Doing
- On the research end, the ML engineer explores, prototypes, validates, and iterates new algorithm
- On the development end, the ML engineer optimizes, productionizes, and monitors / refines on-road performance for their models
- Considered one of the technical leaders of the department who guides current and future technology choices
- Have a deep understanding of the business and operational impact for different technology tradeoffs, and able to balance effectively based on company’s need
- Enable others engineers on the team to be more effective through design and code that is easy to extend and contribute into
- Capable of influencing others and building consensus even over contentious technical debates
What You Must Have
- BS, MS, or higher degree, in CS/CE/EE, or equivalent industry experience
- Extensive experience with ML frameworks such as Tensorflow, Caffe, and PyTorch
- Extensive experience with machine learning and classification
- Strong programming skills in Python or C++
- Excellent mathematical reasoning skills, especially with probability
- Passionate about self driving car technology and its impact on the world