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Data Science Lead (CV + ML)

Neko Health

1 week ago

HybridFull_timecomputer visionmedical imagingclinical decision support

Workplace

Hybrid

Employment

Full_time

Posted

1 week ago

Summary

Lead the development and production deployment of computer vision and machine learning algorithms for Neko Health’s preventative care products. The work spans medical imaging, clinical validation and collaboration with hardware, software and clinical teams; the work arrangement is not specified.

Responsibilities

  • Develop and validate clinical computer vision algorithms
  • Deploy machine learning models into clinic products
  • Evaluate algorithms on messy sensor capture data
  • Analyse clinical study data for regulatory readiness
  • Integrate production code into backend infrastructure
  • Mentor colleagues and review code and designs
pythoncomputer visiondeep learningobject detectionimage segmentationobject tracking3d perceptionclassical image processingmulti-view geometryimage registrationcalibrationslamre-identification3d vision3d reconstructionsemi-supervised learningself-supervised learningweakly supervised learningpseudo-labellingsensor fusionstate estimationfilteringthermal imaging
computer visionmedical imagingclinical decision supportpreventative healthcare