Job
In this role, you will develop robust and precise virtual sensors for automotive applications, conduct tests and validations while combining physical understanding with data-driven methods.
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Your role in the team
- 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.
- 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.
- Deploy Virtual Sensor solutions for series production.
- Plan and carry out tests and validation to ensure the solutions meet the requirements for series production.
Our expectations of you
Education
- You bring: A degree in mechatronics, mechanical engineering, or a similar field.
Qualifications
- You are passionate about translating physical understanding into software that replaces hardware in the vehicle.
- Solid knowledge of vehicle technology.
- Knowledge of machine learning concepts and durability engineering is an asset.
Experience
- 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.
Topics you will work on
Job locations
About your employer
COMPREDICT is a technology company based in Darmstadt, founded in 2016. It develops innovative software-based solutions and virtual sensors for the automotive industry to analyze vehicle and component information from existing signals. The company collaborates closely with automotive manufacturers and suppliers to shape the mobility of the future.
- Startup
- Onsite
- Electronics, Automatization
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