Senior Software Engineer
Perception Platform
Confirmed live in the last 24 hours
Locations
Mountain View, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Analysis
C/C++/C#
Tensorflow
Python
Requirements
- Develop and maintain a platform and ML libraries that enable a fast research to production lifecycle, including tools to support model evaluation/validation, model debugging, and model optimization
- Build ML evaluation systems that analyze and track ML performance
- Understand and improve the distribution of datasets, build tools for data discovery, data analysis and data quality improvement
- Work fast and smart, and collaborate well with ML engineers
- Experience in at least one of the 3 areas below:
- Experience working with productionizing ML models and the infrastructure supporting model development (data, large scale training, eval, etc)
- Experience in data analysis, interpreting, manipulating, and visualizing data
- Experience writing software for complex systems, API designs, distributed system or full-stack software development
- Familiar with perception/ml basics or an interest in understanding the challenges of Perception ML consumers
- Proficiency in C++ or Python
- You have obtained a PhD or MS
- You have a knack and real passion for searching and solving hard problems
- You are passionate about accelerating the benefits of robotics for everyday life
Desired Qualifications
- : stay up-to-date with the latest data-driven approaches, and be able to apply them to the autonomous driving problem
- : experience with ML (especially with TensorFlow) modeling and infrastructure
- : experience working on autonomous robot systems