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5 дней назад

Research Scientist (3D Generative AI)

Формат работы
remote (только China)/hybrid
Тип работы
fulltime
Английский
b2
Страна
US/China/Canada
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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TL;DR
Research Scientist (3D Generative AI): Designing and training foundational 3D generative models across pre-training, post-training, diffusion, flow matching, and multimodal learning with an accent on novel architectures and scalable model development. Focus on deploying research into products used by millions of creators, building reproducible GPU training pipelines, and advancing controllable 3D world generation.

Location: Hybrid in Shanghai, Beijing, or Shenzhen; part-time onsite work may be expected at the Sunnyvale headquarters. Fully remote options are supported for exceptional candidates.

Company

hirify.global develops generative AI products for 3D creation, including text- and image-to-3D generation, texturing, animation rigging, creator communities, and asset marketplaces.

What you will do

  • Design, train, and refine large-scale 3D generative foundation models across pre-training, post-training, diffusion, flow matching, and multimodal learning.
  • Create novel model architectures that make 3D generation faster, higher-quality, and more controllable.
  • Bridge research and product by deploying models into real products used by millions of creators, using human feedback and creative evaluation.
  • Collaborate with infrastructure and systems teams on scalable training and data pipelines across GPU clusters and cloud environments.
  • Build elegant, reproducible research software and share breakthroughs through demos, open-source contributions, or technical reports.

Requirements

  • Deep understanding of transformer architecture and modern generative AI models, including diffusion, flow matching, and VAE.
  • Strong Python and tensor programming skills, with experience using deep learning frameworks, preferably PyTorch.
  • Ability to move between research prototypes and production systems and to translate high-level goals into concrete research and implementation steps.
  • Curiosity and strong understanding of multimodal AI and how models perceive, represent, and generate 3D worlds.
  • Self-directed, collaborative, clear in explaining complex technical ideas, and comfortable working under deadlines.

Nice to have

  • Experience with high-performance training on large-scale infrastructure such as SLURM, Ray, or Kubernetes.
  • Contributions to popular open-source machine learning projects or publications in top-tier computer vision and machine learning conferences.

Culture & Benefits

  • Work with generative AI pioneers, computer graphics veterans, and product builders.
  • Culture emphasizes knowledge, constructive criticism, direct communication, empathy, and passion for the work.
  • Opportunity to advance 3D generative AI used in game and film production, 3D printing, industrial design, robotics, and training and simulation.
  • Flexible work arrangements, including fully remote options for exceptional candidates.

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