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Senior Software Engineer (Perception)

LionsBot International Pte Ltd
  • 🇸🇬 Singapore
  • On-site
  • Senior
  • 2 weeks ago
  • calibration
  • LiDAR
  • Language Models
  • Computer Vision
  • Python
  • PyTorch
  • C++
  • TensorRT
  • ONNX
  • ROS 2
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Role Purpose:

Covers the full perception stack: sensor calibration and multi-sensor processing, and the vision models that run on the robot and in our data pipeline.

A hands-on role on a small team. The exact scope is shaped around your strengths at onboarding, with room to grow into technical ownership of the stack.

Key Responsibilities:

  • Sensor calibration across depth, 3D LiDAR, RGB, ToF and sonar, including on-field calibration.

  • Multi-sensor processing and fusion, and keeping the pointcloud pipeline stable and inside its CPU budget.

  • Onboard models: detection and segmentation, including zone proposals on the map.

  • Offboard models: auto-labelling, data mining and synthetic data generation.

  • Research into newer models: vision-language models, monocular depth, and 3D reconstruction / world modelling for simulation and synthetic data.

  • Data pipeline and model lifecycle: dataset and model versioning, experiment tracking, and gated model OTA.

  • Automated testing: benchmarks and software-in-the-loop regression as a release gate.

Required Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, Robotics or a related field.

  • Minimum 4 years in perception or computer vision for a real product, with strong Python and PyTorch, plus C++ for onboard code.

  • Required: hands-on experience on both sides – sensor processing (calibration, pointclouds, depth or LiDAR) and training vision models on your own collected data. One side only is not enough for this role.

  • Deployed models to embedded compute (OpenVINO, TensorRT, ONNX, RKNN, Hailo or similar). ROS 2 experience is a strong plus.

Senior Software Engineer (Perception) · LionsBot International Pte Ltd

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