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Senior Machine Learning Engineer, Multimodal Perception

🕒 2 days ago
Multi-task Deep LearningSensor FusionPytorchJAX

📜 Description

  • Architect, train, and optimize multi-task deep learning models (PyTorch / JAX) across multi-modal sensor streams.
  • Build automated data mining pipelines, active learning loops, hard-example curation, and auto-labeling systems.
  • Leverage multimodal foundation models for automated data curation, synthetic edge-case generation, and failure triage.
  • Profile and optimize models for efficient onboard accelerator inference.

🛠️ Requirements

  • 2–5+ years training and deploying production vision or multi-modal deep learning models.
  • Experience with multi-modal sensor fusion (Camera + LiDAR + Audio), multi-task learning (MTL), transformer architectures, and PyTorch / JAX.
  • Experience building large-scale data curation pipelines, active learning loops, and auto-labeling systems.
  • Fluency with modern AI developer tools and foundation model workflows for fast prototyping.

Benefits

  • Develop high-resolution vision architectures and spatial-temporal transformer backbones.

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