4 часа назад
Research Scientist (Embodied AI)
170 000 - 210 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (Embodied AI): Building proprietary foundation models for 3D hand tracking, articulated pose estimation, and egocentric hand-object interaction with an accent on large-scale vision training, dense mesh recovery, and physics-aware perception. Focus on designing novel architectures and loss functions, modeling severe occlusion and motion blur, and connecting hand-object tracking to robotic control policies.
Location: New York, United States; on-site
Salary: $170,000–$210,000 per year, plus equity
Company
builds data infrastructure and proprietary real-world datasets for robotics and embodied AI.
What you will do
- Design, implement, and train foundation models for 3D hand pose estimation, dense mesh recovery, and kinematic tracking.
- Scale multi-view and temporal architectures across multi-GPU clusters and massive multimodal datasets.
- Develop loss functions and model architectures incorporating biomechanical constraints, temporal smoothness, and physical plausibility.
- Build egocentric hand-object interaction models that address motion blur, self-occlusion, rapid rotations, object tracking, tool segmentation, and contact modeling.
- Prototype perception models for tactile-visual fusion, action segmentation, and new hardware sensors.
- Integrate foundational tracking outputs into optimized pipelines for contact surfaces, object affordances, and robotic control policies.
Requirements
- Deep expertise in deep learning, 3D computer vision, articulated tracking, and hand pose estimation.
- Experience training large-scale vision models from scratch.
- Strong knowledge of parametric hand models, inverse kinematics, and dense mesh estimation.
- Mastery of PyTorch and deep learning scaling frameworks.
- Experience curating massive, multi-terabyte image and video datasets.
- Ability to work in a fast-paced R&D environment with rapidly changing priorities.
Nice to have
- First-author publications at CVPR, ICCV, ECCV, NeurIPS, or comparable venues.
- Experience with egocentric manipulation datasets such as Ego4D, Ego-Exo4D, DexYCB, or Epic-Kitchens.
- Experience writing custom CUDA kernels, differentiable mesh rendering, or collision and contact computation.
Culture & Benefits
- Access to proprietary, high-quality spatial and temporal ground-truth manipulation data.
- Blank-slate R&D with ownership of model development rather than legacy-system maintenance.
- Compute resources for large-scale state-of-the-art model training.
- Direct impact on embodied AI agents and robotic manipulation capabilities.
- Equity is included in the compensation package.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
4 часа назад
Perception Engineer (Computer Vision)
125 000 - 160 000$
25 минут назад
Machine Learning Research Engineer (Robotics)
52 минуты назад
Staff ML Research Scientist (Embodied AI)
154 310 - 192 887$
5 часов назад
Machine Learning Engineer (Robotics)
100 000 - 150 000$
3 часа назад
Research Scientist (Audio AI)
210 000 - 360 000$
4 часа назад
Machine Learning Engineer (AI)
120 000 - 160 000$