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This role will be tasked with applying machine learning/deep learning to the automotive industry. Applications could include autonomous driving, manufacturing, material design etc. Working in our facility requires a high level of independence and an ability to deal with lots of ambiguity. In addition to assigned projects, 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.
Job Responsibility:
Software Development: Maintains, as well as furthers, enhances existing machine learning modules
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
Transfers technologies and solutions to Volkswagen Group
Software Testing and Evaluation: Integrates new software modules into the framework
Tests developed modules in the prototype (unit tests, integration tests, in-vehicle/field tests, etc.)
Analyzes and evaluates conducted tests
Process Documentation: Develops technical specifications and documentation
Requirements:
5+ years of relevant work experience
Master's Degree in Computer Science or equivalent
Background in Deep Neural Network Learning, Computer Vision and Machine Learning
Strong programming skills with Python and TensorFlow on desktops, embedded and distributed backends (e.g. AWS)
Experience with data gathering, data quality, system architecture, coding best practices
Take initiative to launch projects with the ability to quickly learn and develop own ideas in an interdisciplinary environment
Extracting high level logical structure from low level, multi-dimensional data
Experience with CNNs, RNN, LSTMs and the latest research trends
Specification/Documentation of interfaces between software modules
Strong communication skills
Team player with good collaboration and integration skills
Highly innovative
Able to work in a dynamic, multi-disciplinary, time-line and target oriented work environment
Problem solving skills
Analytical skills
Conceptual thinking skills
Nice to have:
PhD
Graphical Models
Object Detection, NLP, Scene Understanding
Background or strong interest in automotive Engineering