Requirements
Must-haves
- 6+ years of experience with data-related roles
- 2+ years of experience deploying deep learning models for computer vision
- Experience with large training sets in production environment
- Strong Python experience, specifically for robotics and CVML systems
- Strong communication skills in both spoken and written EnglishNice-to-haves
- Experience working with vehicle autonomy space
- Experience working with GPUs
- Experience implementing and analyzing metrics
- Cutting-edge knowledge of the Machine Learning field
- Bachelor's Degree in Computer Science or equivalentWhat you will work on
- Research, evaluate, and implement Machine Learning algorithms for computer vision in semantic segmentation, active learning, unsupervised depth prediction, and other areas
- Determine and extend state-of-the-art and applicability to problem
- Design scalable software to develop and train neural networks
- Define data requirements to develop datasets
- Collaborate with data collection and labeling teams
- Develop analytical frameworks and tooling for performance evaluation
- Improve autonomy performance and design CVML solutions