Назад
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4 дня назад

Research Scientist (3D Reconstruction)

200 000 - 230 000CAD
Формат работы
hybrid
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US/Canada
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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TL;DR
Research Scientist (3D Reconstruction) (Robotics/Embodied AI): Architecting and training proprietary 3D reconstruction pipelines that transform multimodal real-world data into photorealistic digital environments with an accent on neural rendering, dense 3D geometry extraction, and sim-to-real integration. Focus on scaling multi-GPU vision models, optimizing large scene representations for interactive client viewing, and integrating spatial assets into robotics perception pipelines.

Location: Hybrid in the Toronto GTA or New York

Compensation: CA$200K–CA$230K total wage range, plus potential equity

Company

hirify.global builds data infrastructure for robotics and embodied AI, including systems for data capture, labeling, and hardware-enabled workflows used to train and validate humanoid and embodied AI systems.

What you will do

  • Architect, train, and scale neural reconstruction models for dense 3D geometry extraction across multi-GPU clusters.
  • Build high-fidelity digital twins using techniques such as 3D Gaussian Splatting and NeRFs.
  • Integrate reconstructed environments into robotics perception pipelines, world models, and sim-to-real training.
  • Compress, optimize, and package large 3D scene representations for high-framerate client-facing viewers.
  • Prototype methods for separating dynamic actors from static environments and integrating new hardware sensors.

Requirements

  • Deep expertise in 3D computer vision, neural rendering, multi-view geometry, and spatial modeling.
  • Experience training and scaling large 3D vision models from scratch with PyTorch and multi-terabyte datasets.
  • Experience writing custom CUDA kernels for 3D operations, ray marching, or rasterization.
  • Ability to work in a hybrid role based in the Toronto GTA or New York.

Nice to have

  • First-author publications at CVPR, ICCV, ECCV, or similar top-tier venues in 3D deep learning, neural rendering, or spatial transformers.
  • Public projects involving WebGL, custom rendering engines, or optimization of splats for interactive viewing.

Culture & Benefits

  • Access to proprietary spatial and temporal ground-truth data at significant scale.
  • Opportunity to develop spatial models and environmental reconstructions for embodied AI systems.
  • Equity may be included in the total rewards package.
  • Inclusive hiring practices and interview accommodations are available.

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