Sr AI Engineer

Volkswagen AG

$213K — $248K *
Transportation
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science or related field or equivalent experience
  • 84 months of experience in Deep Neural Networks, Computer Vision, and Machine Learning
  • Proficiency in Python and TensorFlow
  • Hands-on experience with sensor data (camera, lidar, radar, GPS)
  • Familiarity with Neural Networks, including CNNs, RNNs, and reinforcement learning
  • Knowledge of data structures, algorithms, and programming in C++
  • Experience with open source libraries such as OpenCV and CUDA

Responsibilities

  • Maintain and enhance current machine learning modules for autonomous vehicles
  • Design and implement new machine learning approaches based on existing frameworks
  • Conduct unit and integration tests on developed modules in prototype vehicles
  • Analyze test results and evaluate performed tests
  • Present project status and reports to stakeholders and management
  • Manage technical scouting and coordinate with partners
  • Initiate partnerships with external entities, including universities and research institutions

Benefits

  • Hybrid work model
  • Opportunity for domestic and international travel up to 10%
  • Access to cutting-edge technology and research
  • Collaborative environment in Silicon Valley
  • Potential to secure and manage intellectual property
  • Opportunity to build and expand a professional network
Full Job Description
Brief Role Description

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. Salary range is dependent on factors such as geographical differentials, credentials or certifications, industry-based experience, qualification and training. In Belmont, CA the salary range for this position is $213,512-$248,900. Full-time position, hybrid.

Qualification requirements

Bachelor's degree in Computer Science or related field or equivalent and 84 months of experience. Experience must have included: 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. Domestic and international travel up to 10%.

Job ID: 28095

Company: MOIA America, LLC

Location:

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