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Data Engineer

Luxoft • 🌐 In Person

In Person Posted 2 days, 18 hours ago

Job Description

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)

Proficiency in Python 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

Other

Languages

English: C1 Advanced,German: B1 Intermediate

Seniority

Intern

Ingolstadt, Germany

Req. VR-119409

Data Science

Automotive Industry

12/12/2025

Req. VR-119409

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