Data Engineer

Vor 4 Tagen

Ingolstadt, Bayern, Deutschland Luxoft Germany Vollzeit

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

  • Strong proficiency in simulation tools and environments (e.g., VTD, AURELION, ASM)
  • Deep understanding of sensor physics and signal modeling (Radar, GNSS, Camera, etc.)
  • Experience with data processing and validation workflows
  • Familiarity with 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 skills

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

Languages:

English C1 - Fluent

German B1 - Intermediate

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