Volkswagen Group is looking to apply machine learning/deep learning to the automotive industry for applications such as autonomous driving, manufacturing, and design. The company aims to develop innovations for future generations of cars and transfer technologies from various industries into the automotive domain, driving change and impacting millions of lives.
Requirements
- Computer Vision, Deep Learning, forecasting, transformers, CNNs.
- Strong experience building data models.
- Proficiency in deep learning techniques and frameworks
- Strong understanding of traditional machine learning algorithms and their applications.
- Expertise in computer vision, including object detection, image segmentation, and image recognition
- Proficiency in NLP techniques, including sentiment analysis, text generation, and language understanding models. Experience with multimodal language modeling and applications.
- Deep understanding of various neural network architectures such as CNNs, RNNs, and Transformers.
Responsibilities
- Maintains, as well as furthers, enhances existing machine learning modules for autonomous vehicles.
- Designs and implements new machine learning based approaches based on existing frameworks.
- Keeps up to speed with the state of the art of academic research and technology in the industry.
- Coordinates with engineers at the ICC and in Germany on the development of autonomous driving software.
- Transfers technologies and solutions to Volkswagen Group development divisions.
- Develops technical specifications and documentation.
- Represents Volkswagen Group in the technical community, such as at conferences.
Other
- Hybrid role requires 3 days/week onsite
- We are unable to consider OPT/CPT candidates at this time.
- Working in our facility requires a high level of independence and an ability to deal with lots of ambiguity.
- The incumbent will not be given clear cut projects – instead this individual and subsequent team will be responsible for coming up with the “next big thing” that nobody has thought of as yet, building it and selling it.
- Travel is estimated to be 5-10%, as needed within U.S. and overseas.
