1 beste Stelle als python in bensheim – aktuell auf Personalsuche

Function Owner (Tire Wear) (m/f/d)
COMPREDICT GmbH —Darmstadt
- Ab 75.000 € pro Jahr
- Vollzeit
- Machine Learning
- Python
Direkt bewerben
21 Std.

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Function Owner (Tire Wear) (m/f/d)
COMPREDICT GmbH —Darmstadt
Develop data-driven and physics-based simulation models to estimate vehicle component wear (especially tire and brake).
Ab 75.000 € pro Jahr
Direkt bewerben
21 Std.

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Function Owner (Tire Wear) (m/f/d)

COMPREDICT GmbH
Darmstadt

Direkt bewerben

Details zur Stelle

Festanstellung | Vollzeit
Ab 75.000 € pro Jahr
vor 21 Stunden

Qualifikationen

MATLAB
Signalverarbeitung
Maschinenbau
C
Machine Learning
Embedded software
Simulink
Python

Vollständige Stellenbeschreibung

Your mission

Over the past few years, we’ve been developing virtual sensor technologies that focus on replacing or complementing physical sensors in automotive chassis systems, particularly in the areas of tires and suspension. By leveraging signal processing, data-driven modeling, and basic AI techniques, we help automotive companies reduce hardware dependency while enabling new functions such as vehicle condition monitoring and load estimation.
With the increasing shift toward Software Defined Vehicles and broader access to vehicle data, exciting opportunities have emerged in chassis modeling and advanced analytics. We're looking for a Function Owner who is eager to work with vehicle dynamics data—especially from tires and suspension systems—and contribute to the development of the next generation of virtual sensor solutions.

Your Responsibilities

Process and analyze large-scale time-series data from vehicle sensors using advanced signal processing techniques (time and frequency domain).
Develop data-driven and physics-based simulation models to estimate vehicle component wear (especially tire and brake).
Design, implement and optimize numerical and control-oriented models for vehicle dynamics applications using model-based development approaches.
Translate simulation and control models into production-ready functions and support their deployment on embedded systems (ECUs), including code generation and integration.
Work with Python and/or MATLAB/Simulink for data analysis, modeling, auto-code generation, and model validation.
Manage deployment for customers as well as core development and research.
Collaborate with cross-functional teams, including data scientists and software engineers, to integrate developed models and functions into automotive software architectures.

Your profile

8+ years of experience in physical modelling and system-based approaches for vehicle dynamics, motion control, or ADAS fields.
Strong understanding of vehicle dynamics, control systems, and signal processing.
Hands-on experience in model-based development (e.g. MATLAB/Simulink) and transformation of models into embedded software functions.
Experience with deployment and integration of functions on embedded systems (ECUs), including code generation workflows.
Degree in electronics, mechatronics, mechanical engineering, or a related field.
Experience with MATLAB/Simulink is required; Python or C code is a strong plus.
Knowledge of machine learning concepts is an advantage. Previous experience in ASPICE development is a plus.

Gehalt: ab 75.000,00€ pro Jahr

Arbeitsort: Vor Ort

Direkt bewerben

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Function Owner (Tire Wear) (m/f/d)

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