Data Engineer

Luxoft; Ingolstadt; Vor Ort; EUR 50.000 - 70.000; Vollzeit

Zusammenfassung

A leading technology company based in Ingolstadt is looking for a simulation engineer to support the development and maintenance of their XIL User Suite and sensor injection systems. You will perform simulations to generate synthetic sensor data and validate datasets against OEM specifications. The ideal candidate should have knowledge of simulation tools, sensor physics, and be proficient in Python. English fluency is essential, and German proficiency is a plus.

Qualifikationen

• Knowledge of simulation tools and environments required.
• Understanding of sensor physics and signal modeling needed.
• Experience in data processing and validation workflows is essential.

Aufgaben

• Perform environment simulations to generate synthetic sensor data.
• Model sensor‑specific signal characteristics.
• Validate generated datasets against OEM specifications.
• Maintain and configure simulation pipelines for reproducibility.
• Collaborate with System Engineers and Software Developers.

Kenntnisse

Simulation tools and environments

Sensor physics and signal modeling

Data processing and validation workflows

ADAS systems and XiL/SIL/HIL test environments

Ground‑truth modeling and scenario generation

Python programming

Fluent English

Tools

VTD

AURELION

ASM

Jobbeschreibung

Project description

The aim of this project is to support the Tier‑1 in development and maintenance of XIL User Suite and Hil sensor injection. Injection engineering should be supported for:

• Radar
• Global navigation & satellite system
• Ultrasonic
• Driver Monitoring System
• Camera

The XIL framework is to support the testing of System Under Test (SUT). It integrates a range of components and tools to establish and operate a comprehensive simulation and testing environment.

Responsibilities

• Perform environment simulations to generate synthetic sensor data (e.g., Radar, GNSS, Camera)
• Model sensor‑specific signal characteristics (e.g., range, angle, Doppler for Radar, Camera intrinsics)
• Validate generated datasets against OEM specifications (e.g., Bosch, Hella)
• Integrate simulation outputs with ground‑truth tools (e.g., VTD, AURELION)
• Maintain and configure simulation pipelines for reproducibility and scalability
• Support debugging and data validation during testbench execution
• Document simulation setups, data formats, limitations, and known issues
• Collaborate with System Engineers and Software Developers to align data generation with system architecture and toolchain requirements
• Provide validated datasets for use in automated testing and analysis

SKILLS

Must have

• Some knowledge of simulation tools and environments (e.g., VTD, AURELION, ASM)
• Understanding of sensor physics and signal modeling (Radar, GNSS, Camera, etc.)
• Understanding in data processing and validation workflows
• Understanding in ADAS systems and XiL/SIL/HIL test environments
• Knowledge of ground‑truth modeling and scenario generation standards (e.g., OpenScenario, ASAM OSI)
• Python experience and data engineering libraries (e.g., NumPy, Pandas)
• Fluent in English

Nice to have

• Ability to work across multiple work packages with tailored responsibilities
• German proficiency
• ISTQB® (tester), IREB® (requirements), IPMA® (project management) certifications beneficial