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Flyability

Machine Learning Engineer Spatial AI

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Description

You will design and implement AI models for 2D and 3D scene understanding. You will combine camera and point-cloud data into semantic maps, prepare drone datasets, evaluate and improve models, build Python and PyTorch pipelines, and deploy spatial AI capabilities into inspection systems.

Responsibilities

  • Design and implement AI models for 2D and 3D scene understanding
  • Combine camera and point-cloud data into semantic spatial maps
  • Develop semantic understanding for mapping, navigation, and inspection planning
  • Prepare and analyze drone datasets
  • Evaluate models and turn failure cases into improvements
  • Build Python and PyTorch research and production pipelines
  • Collaborate to deploy spatial AI capabilities into inspection systems

Requirements

  • 3+ years developing machine learning or computer vision systems
  • Expertise in 2D imagery or 3D point-cloud semantic segmentation
  • Experience developing production-grade computer vision systems
  • Python proficiency
  • PyTorch proficiency
  • Understanding of the end-to-end ML lifecycle
  • Experience with real-world datasets and systematic error analysis
  • English proficiency

Benefits

  • 25 vacation days per year plus public holidays
  • Up to 5 additional seniority-based days off
  • Accident insurance covering medical treatment and hospitalization
  • Flexible schedules
  • Remote work up to 2 days per week
  • Discounts on gym memberships and sports events
  • Swibeco discounts and rewards
  • Team events

Skills

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See also

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