Sr AI Engineer
About The Position
As MOIA America, we develop and realize fully autonomous mobility and transportation services. Our mission is to make mobility-and transportation-as-a-service safe, accessible and most attractive for society. For that, we cover the entire ground from strategy and business development, software development and end-2-end integration, fleet operations to next-generation self-driving systems. Being the driver in Volkswagen Group initiative for mobility solutions, we’re an integral part of Volkswagen Group's future success. Maintain, further, and enhance existing machine learning modules for autonomous vehicles, including methods around industrialization of MaaS/TaaS; design and implement new machine learning based approaches based on existing frameworks; test developed modules in the prototype vehicle (unit tests, integration tests, in-vehicle/field tests, etc.); analyze and evaluate conducted tests; present project/progress reports and presentations to top management, mentors, partners, and project affiliates; transfer technologies and solutions to ADMT GmbH, CARIAD; manage and coordinate the tech scouting process; expand research network between ADMT LLC and local entities; initiate and implement partnerships with external partners (companies, research institutions, universities) within Silicon Valley and US; transfer project outcomes to internal partners; secure intellectual property; keep up to speed with the state of the art of academic research and technology in the industry.
Requirements
- Bachelor’s degree in Computer Science or related field or equivalent and 84 months of experience
- Deep Neural Network Learning, Computer Vision and Machine Learning
- Python and TensorFlow
- Generating features from sensor technology like camera, lidar, radar, GPS/ D-GPS and HD maps
- Data gathering, data quality, system architecture, coding best practices
- Extracting high level logical structure from low level, multi-dimensional data
- Neural Networks such as CNNs, RNN, LSTMs, reinforcement and imitation learning paradigms and the latest research trends
- Specification/documentation of interfaces between software modules
- Programming languages/tools such as C++, Python, Git, Linux
- Data structures and algorithms
- Open source libraries such as OpenCV, CUDA
- Project management
Responsibilities
- Maintain, further, and enhance existing machine learning modules for autonomous vehicles, including methods around industrialization of MaaS/TaaS
- Design and implement new machine learning based approaches based on existing frameworks
- Test developed modules in the prototype vehicle (unit tests, integration tests, in-vehicle/field tests, etc.)
- Analyze and evaluate conducted tests
- Present project/progress reports and presentations to top management, mentors, partners, and project affiliates
- Transfer technologies and solutions to ADMT GmbH, CARIAD
- Manage and coordinate the tech scouting process
- Expand research network between ADMT LLC and local entities
- Initiate and implement partnerships with external partners (companies, research institutions, universities) within Silicon Valley and US
- Transfer project outcomes to internal partners
- Secure intellectual property
- Keep up to speed with the state of the art of academic research and technology in the industry
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What This Job Offers
Job Type
Full-time
Career Level
Senior
