CARIAD

Data Scientist / Safe AI Engineer - Series Softwar...

Job description

We are CARIAD, an automotive software company and part of the Volkswagen Group. Our mission is to make the automotive experience safer, more sustainable, more comfortable, more digital, and more fun. Soon, we'll be a team of more than 5,000 software developers and engineers, building the leading tech stack for the automotive industry and creating a unified software platform for over 10 million new vehicles per year.


We’re looking for talented, digital minds like you to help us create code that moves the world. Together with you, we’ll build outstanding digital experiences and products for all Volkswagen Group brands that will transform mobility. Join us as we shape the future of the car and everyone around it.


YOUR TEAMOur departament develops driver assistance software for all brands of the Volkswagen Group. Together we are going the next step in highly automated driving.


Our software product lines implement customer functions like Lane Assist, Travel Assist, Front Assist, Emergency Assist and Automated Valet Parking. You will develop embedded software over the whole lifecycle, from early prototypes to software that customers will experience in the car.


Be a member of our highly motivated interdisciplinary team!


What You Will Do


  • Develop and expand cloud-based data & machine learning training pipelines for the ground truth generation, data pre-processing, training and evaluation of ML models
  • Devise the ML development pipeline, specify and implement relevant adjustments in data structures and the underlying training pipeline
  • Training ML algorithms on multiple data sets for different vehicles and scenarios
  • Evaluate the model performance and preparation of the deployment of algorithms into the vehicle
  • Consolidation of required documentation to meet state-of-the art quality standards
  • Collaborate with stakeholders in cross-functional teams
  • Central development of platforms or customer specific applications as part of function teams


Who You Are


  • Completed studies in computer science, information technology, business informatics, mechatronics, mathematics or a related field
  • Several years of relevant professional experience in design, development, coding and testing (Python, C++, machine learning, computer vision, etc.) preferably in the fields of automotive, embedded systems and environment sensors
  • Proven track record in the development of ML algorithms
  • Experience with the handling of time-series data and the training of LSTM ML models is a plus
  • Excellent knowledge of data structures and algorithms
  • Analytical thinking and problem-solving skills
  • Fluent written and spoken English, German is a plus


NICE TO KNOW


  • 35-hour weeks
  • Remote / mobile work
  • Company pension plan
  • Annual professional development

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