Staff Machine Learning Engineer

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