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Jobs in Singapore   »   Jobs in Singapore   »   Maintenance / Repair Job   »   Machine Learning Engineer
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Machine Learning Engineer

St Engineering Ihq Pte. Ltd.

Overview:
We are seeking a skilled Computer Vision / Machine Learning Engineer to join our team in video analytics. The ideal candidate will have expertise in computer vision, machine learning, and robotics, with experience in 3D vision, multi-sensor integration (e.g., LiDAR, radar), deep learning optimization, and real-time deployment.

Key Responsibilities:

  • Design and implement advanced computer vision algorithms for video analytics.
  • Develop and optimize ML models for real-time object detection, classification, and tracking.
  • Preprocess, augment, and calibrate multi-sensor data (e.g., video, LiDAR, radar) to enhance model performance.
  • Apply MLOps practices like active learning to improve model accuracy and efficiency.
  • Collaborate with cross-functional teams to meet project requirements.
  • Document processes, experiments, and results for knowledge sharing and external presentations.
  • Conduct experiments to validate new techniques and present findings.

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
  • Experience in computer vision, machine learning, and multi-sensor calibration, ideally in robotics with a focus on 3D vision.
  • Proficiency in Python or C++, with experience in OpenCV, TensorFlow, or PyTorch.
  • Knowledge of deep learning optimization and deployment tools (CUDA, TensorRT, DeepStream, Triton).
  • Strong problem-solving skills and attention to detail.

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