3 часа назад
Principal Engineer (3D Computer Vision)
370 040 - 419 800$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Principal Engineer (3D Computer Vision): Designing and deploying 3D foundation models, world models, and geometric vision systems for autonomous driving with an accent on multi-view geometry, neural rendering, scalable sensor-data pipelines, and multimodal perception. Focus on developing offline SLAM and 3D reconstruction systems, training models on distributed compute, and optimizing production models for real-time vehicle hardware.
Location: Sunnyvale, California, USA; hybrid working model with in-person collaboration in office spaces, remote work, and hands-on work in vehicle workshops and labs.
Salary: $370,040–$419,800 annually.
Company
develops an AI platform for autonomous driving, using mapless, hardware-agnostic vehicle intelligence that learns from real-world driving experience.
What you will do
- Set technical direction for geometric vision and develop 3D foundation models and world models from large-scale driving data.
- Design architectures for 3D perception, geometric reasoning, reconstruction, and scene dynamics across space and time.
- Build scalable data-generation, auto-labeling, ground-truth, and evaluation pipelines using camera, radar, LiDAR, and other sensor data.
- Develop offline SLAM, structure-from-motion, calibration, and 3D reconstruction systems for model training and evaluation.
- Explore multi-view geometry, neural rendering, NeRFs, Gaussian Splatting, implicit representations, video modeling, and geometry-aware tokenization.
- Train, evaluate, optimize, and deploy models on distributed compute and resource-constrained autonomous-driving hardware.
Requirements
- Deep expertise in 3D computer vision, geometric vision, or 3D machine learning.
- Experience designing, training, and evaluating modern deep-learning models at scale with PyTorch or a comparable framework.
- Strong foundations in geometry, linear algebra, probability, optimization, and 3D transformations.
- Excellent software engineering skills in Python and C++.
- Experience taking difficult research problems from concept to working systems, including large-scale data, training, evaluation, or deployment pipelines.
- Principal-level technical leadership, architectural decision-making, and cross-team technical direction.
Nice to have
- Experience with neural fields, NeRFs, Gaussian Splatting, feedforward 3D models, or dense reconstruction.
- Experience with vision pre-training, self-supervised learning, video models, generative models, or learned scene dynamics.
- Experience with multimodal sensor fusion, distributed training, large-scale experimentation, or real-time ML deployment.
Culture & Benefits
- Hybrid work combining office collaboration with focused remote work.
- Market-benchmarked salaries, meaningful equity, and location-dependent benefits.
- Relocation support and visa sponsorship where applicable.
- Learning and development budgets for training, conferences, and professional growth.
- Health and dental insurance, enhanced parental leave, retirement or pension benefits where applicable, therapy access, wellbeing partnerships, and team socials.
Hiring process
- Initial recruiter call lasting 30 minutes.
- Competency interviews covering hiring management and applied machine learning, followed by deep-dive interviews in programming, systems design, and technical leadership.
- Final 45-minute mission and values interview with a Director or VP.
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