5 часов назад
Research Scientist (Generative Modeling)
250 000 - 325 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (Generative Modeling) (Diffusion Models/3D AI): Designing and training large-scale diffusion models that generate 3D worlds, with an accent on generative modeling, spatial intelligence, and production-oriented machine learning. Focus on developing novel control signals, adapting models to aesthetic preferences, distilling models for efficient inference, and taking research from experimentation through deployment.
Location: San Francisco, United States
Salary: $250,000–$325,000 base salary per year, plus equity awards
Company
builds foundational world models that perceive, generate, reason about, and interact with the 3D world through spatial intelligence.
What you will do
- Design, implement, and train large-scale diffusion models for generating 3D worlds.
- Develop diffusion models with novel control signals, target aesthetic preferences, and efficient inference through distillation.
- Translate product requirements into technical roadmaps in collaboration with research and product teams.
- Contribute to data curation, experimentation, evaluation, and production deployment across the model development lifecycle.
- Explore and integrate new research in diffusion and generative AI.
- Mentor colleagues and drive best practices in generative modeling and machine learning engineering.
Requirements
- 3+ years of experience in generative modeling or applied machine learning.
- Extensive experience with PyTorch or TensorFlow, particularly for diffusion and other generative models.
- Deep expertise in generative modeling, including pre-training, post-training, diffusion distillation, or conditioning-signal fine-tuning.
- Strong publication or open-source contribution record involving large-scale diffusion models.
- Strong Python coding skills and experience with GPU-accelerated computing.
- Ability to collaborate with researchers and cross-functional teams and translate complex technical concepts into actionable outcomes.
Nice to have
- Experience with large-scale model training, data curation, tokenizers, VAEs, long-context architectures, or 3D vision.
- Open-source contributions in computer vision, graphics, or machine learning.
- Familiarity with multi-node GPU clusters and distributed training environments.
- Experience integrating machine learning models into production.
- Experience developing or training large-scale, state-of-the-art generative models.
Culture & Benefits
- Work in a startup environment with high ownership, ambiguity, and innovation.
- Collaborate across AI research, systems engineering, and product design.
- Contribute to spatially intelligent AI systems and 3D world models.
- Compensation includes base salary and equity awards.
- Equal employment opportunity and reasonable accommodations are provided throughout the hiring process.
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