(Senior) Data Science Specialist – Virtual Sensor
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Job Summary
As a (Senior) Data Science Specialist for Virtual Sensors at COMPREDICT you will improve our existing Virtual Sensors and bring them from research into series application. You will combine research and development with deployment so that the solutions you build are accurate and robust enough to run in production vehicles.
You will work across multiple fields: tire pressure and tire wear as well as other automotive use cases. Your work is always driven by physics and a solid understanding of the field.
Your Responsibilities Include:
Virtual Sensor Development:
- Develop and improve our Virtual Sensors with a clear focus on robustness and accuracy.
- Combine physical understanding with data-driven methods to build reliable models for automotive use cases such as tire pressure and tire wear.
Deployment for Series Usage:
- Deploy Virtual Sensor solutions for series usage.
- Plan and carry out tests and validation to ensure the solutions meet the requirements of series application.
You are passionate about turning physical understanding into software that replaces hardware in the vehicle. You bring:
- A degree in mechatronics mechanical engineering or a similar field
- 3-5 years of experience in model development
- Experience with signal processing for time series in the time and frequency domain
- Experience with modelling and system-based approaches
- Experience with Matlab/Simulink
- Solid knowledge of vehicle technology
- Knowledge of Machine Learning concepts and durability engineering is an asset
COMPREDICT is driving the paradigm shift towards software-defined vehicles offering next-level solutions for sustainable mobility. Founded in 2016 in Darmstadt Germany by Dr. Rafael Fietzek and Dr. Stéphane Foulard our focus lies in developing Virtual Sensors for Mobility to optimize vehicle design usage and maintenance. We partner with and serve automotive manufacturers and Tier1 companies worldwide. With a diverse team of 50 members from 10 different nations we are on an exciting journey of growth and innovation.
Required Experience:
Senior IC
About Company
COMPREDICT is driving the paradigm shift towards software-defined vehicles, offering next-level solutions for sustainable mobility. Founded in 2016 in Darmstadt, Germany, by Dr. Rafael Fietzek and Dr. Stéphane Foulard, our focus lies in developing Virtual Sensors for Mobility to optim ... View more
