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Software Developer – LiDAR-Based ODS for Railway Stations (f/m/d)

agex IT gmbh·Salary not specified

Primary stack

AIQuality AssuranceAgileScrumTensorRT-LLM

Job description

About the Position

We are looking for a Software Developer – LiDAR-Based ODS for Railway Stations (f/m/d) to join our team. This role involves working on an international project for an obstacle detection system using LiDAR technology in railway stations.

Responsibilities

  • Sensor Data Processing & Fusion

    • Processing and fusion of point cloud data from a large number of LiDAR sensors
    • Calibration, registration, and pre-processing of multi-sensor setups
    • Noise filtering and data quality assurance across heterogeneous sensor configurations
  • Detection & Classification Algorithms

    • Development and optimization of state-of-the-art algorithms for obstacle detection and classification (e.g., clustering, segmentation, deep-learning-based approaches)
    • Adaptation and tuning of algorithms to railway-specific environmental conditions
  • GPU-based Implementation

    • Porting and optimization of algorithms for GPU architectures (e.g., CUDA, TensorRT)
    • Ensuring real-time capable performance on embedded GPU platforms (NVIDIA AGX platform)
  • High-Volume Data Handling & Real-Time Processing

    • Architecture and implementation of data pipelines for latency-free real-time processing of high-volume LiDAR data streams
    • Efficient data recording, buffering, and streaming for logging and offline analysis
    • Scalable design to accommodate a large number of sensors per station

Requirements

  • Experience with LiDAR / 3D point cloud processing and sensor fusion
  • Knowledge of obstacle detection, object classification, and AI-based algorithms
  • Experience with GPU computing, ideally CUDA / TensorRT and NVIDIA AGX
  • Strong understanding of real-time data processing and high-volume data pipelines
  • Experience with multi-sensor systems and data quality assurance
  • Experience in at least two of the following areas: sensor fusion, detection algorithms, GPU implementation, real-time data processing
  • Experience with agile development methods (Scrum)
  • Fluent English skills; German is a plus

We Offer

  • Opportunity to work on an international project
  • Flexible working arrangements: Braunschweig and Berlin plus regular trips (roughly every 1-2 months) to Nuremberg or Copenhagen / REMOTE

About the Company

This role is part of an international project aimed at enhancing safety and efficiency in railway stations using advanced LiDAR technology.

Application

If you are interested, please provide your hourly rate / fee and availability. We look forward to receiving your portfolio in a Word-readable format, indicating the reference number 4234 to [email protected]. For further information regarding the project Software Developer – LiDAR-Based ODS for Railway Stations (f/m/d), Nadezda Baldandorzhieva is happy to assist you at (+49 0176 427 481 65).

Contact Person: Nadezda Baldandorzhieva

Phone: +49 (0)30 832 157 20 23

Mobile: +49 0176 427 481 65

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