Data Scientist (f/m/d) for ADAS and AD System Design and System Analysis

  • Aptiv
  • Wuppertal, Germany
  • 21/06/2021
Full time Data Science Data Analytics Big Data Data Management Statistics

Job Description

We are currently looking for an experienced Data Scientist to work in our Wuppertal, Germany location. The successful candidate will be at the forefront of the latest technological advances that will transform mobility toward the future. We are looking for someone with an action-oriented attitude and good experience in data science / data engineering, preferably in the automotive industry.

Your Role

  • Define logging strategy for Autonomous Vehicle prototypes

  • Build statistical models for ADAS and AD systems to estimate accident likelihood in presence of noise

  • Extract probability distribution functions for each logged variable

  • Analyze available data to identify and generate KPIs for sensor and components of AD vehicles

  • Study uncertainty propagation in complex systems with multiple sensor based on existing data logs

  • Define simulation strategies (e.g. Monte Carlo) to verify system robustness based on learned data from models or real drives

  • Collaborate with architects and developers to improve system performance and identify mitigation measures

  • Develop and own the software to automate the generation of KPIs

Your Background

  • Master’s Degree or PhD in Computer Science or Information Technology or similar qualification

  • A minimum of 3 years of experience as data engineer or a similar relevant position

  • Experience with Python/R and statistical libraries

  • Good mathematical and analytical skills

  • Team player, highly motivated, flexible, and well organized

  • Strong written and oral communication skills in English

  • Experience in ADAS or autonomous driving development is a big plus

Aptiv Benefits

  • In addition to an attractive compensation package, Aptiv offers 30 days of vacation

  • A secure, permanent employment awaits you with the opportunity for continuous internal development in an international environment

  • Access to internal and external training, coaching and certifications to help you develop your skills and knowledge

  • We provide special recognition for innovation and outstanding performance

  • A very international environment and cooperation with experts at eye level awaits you

  • You have the chance to get involved in CSR activities

  • At Aptiv, you will have the opportunity to actively shape the future of mobility with state-of-the-art technology (e.g. e-mobility and autonomous driving) in partnership with almost all global OEMs

Some see differences. We see perspectives that make us stronger.

Diversity and Inclusion are sources of innovation and creativity, both of which are essential to Aptiv’s success. Everyday our diverse team comes together, drives innovation, pursues solutions, and meets challenges using their unique abilities, perspectives and talents, changing what tomorrow brings. When you join our team, you’ll get encouraged to think boldly, express your viewpoint and innovate as a matter of habit.

Some See Technology. We See a Way to Make Connections.

At Aptiv, we don’t just see the world differently; we work to change reality. That means developing technology that rewrites the rules of what’s possible in the pursuit of making transportation safer, greener and more connected. Today there are more than 180,000 of us globally, located in 44 countries, and united by one mission. Join the movement and together, let’s change tomorrow.

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Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.