Staff Machine Learning Engineer, Sensors & Intelligence

Added
6 minutes ago
Type
Full time
Salary
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Related skills

computer vision tensorflow pytorch machine learning jax

๐Ÿ“‹ Description

  • Lead research and development of multimodal foundation models that learn from synchronized sensor
  • Design self-supervised pretraining approaches for long, heterogeneous time-series datasets.
  • Develop sensor fusion techniques that account for different sampling rates, sensor noise
  • Advance computer vision methods for 2D and 3D human pose estimation, motion reconstruction, and
  • Build machine learning models to estimate biomechanical and physiological measures, including joint
  • Establish evaluation frameworks and benchmarks to assess model generalization across different

๐ŸŽฏ Requirements

  • Proven ability to conduct independent research, supported by a strong publication record at
  • PhD in Computer Science, Electrical Engineering, Biomedical Engineering, Biomechanics, or a related
  • Deep expertise in at least one of the following areas: sensor fusion, biomechanics, physiological
  • Practical experience designing, training, and debugging transformer architectures, including
  • Strong end-to-end machine learning development skills using PyTorch, JAX, or TensorFlow, covering
  • Solid understanding of signal processing techniques, including filtering, calibration, temporal

๐ŸŽ Benefits

  • Annual base salary ranging from CA$160,000 to CA$185,000, depending on experience, background, and
  • Equity participation.
  • Health insurance.
  • Retirement savings benefits.
  • Life insurance.
  • Disability benefits.
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