Pony.ai

高级三维重建工程师

Pony.ai  •  Guangzhou, CN (Onsite)  •  5 months ago
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Job Description

高级三维重建工程师广州全职职位描述我们的AI团队致力于推动自动驾驶技术的发展,涵盖多个前沿方向,如三维重建、世界模型、生成模型、多模态学习、大模型等。我们希望寻找在三维重建或生成模型方向有经验或浓厚兴趣的人才,共同探索这些技术在自动驾驶领域的创新应用。
在这个岗位上,你将能够:
- 研究和开发三维重建技术(如NeRF、3D Gaussian Splatting等),推动其在自动驾驶数据生成、仿真、环境建模等方面的应用;
- 与团队紧密合作,探索三维重建技术在自动驾驶场景下的创新应用,助力最终的自动驾驶目标。职位要求- 计算机、人工智能、数学等相关专业,本科及以上学历;
- 熟练掌握 Python/C++,具备扎实的编程能力和良好的工程化实践;
- 熟悉深度学习框架(如 PyTorch、TensorFlow),并有从零到一构建模型的经验;
- 在三维重建领域(如NeRF、3DGS等)有研究经验或浓厚兴趣;
- 具备较强的学习能力和独立钻研精神,能够快速掌握新技术并应用到实际问题中;
- 具备良好的数学基础(如线性代数、计算几何、优化方法),对三维重建算法原理有深入理解。
加分项
- 有开放街景、城市级三维重建或大规模场景建模等研究或应用经验;
- 有生成模型(扩散模型、GAN、VAE)、世界模型(Dreamer、PlaNet)等研究或应用经验;
- 在 机器学习/计算机视觉/自动驾驶 领域的顶级会议(如 NeurIPS、ICLR、CVPR、ICCV、ICRA)发表过论文;
- 具备高水平的算法竞赛背景(如 ACM/NOI/IOI);
- 参与过三维重建相关开源项目(如 COLMAP、Open3D、nerfstudio),并有实际落地成果。 投递
Pony.ai

About Pony.ai

Pony AI Inc. (“Pony.ai”) is a global leader in the large-scale commercialization of autonomous mobility.

Leveraging its vehicle-agnostic Virtual Driver technology, full-stack autonomous driving technology that seamlessly integrates its proprietary software, hardware, and services, Pony.ai is developing a commercially viable and sustainable business model that enables the mass production and deployment of vehicles across transportation use cases.

Founded in 2016, Pony.ai has expanded its presence across China, Europe, East Asia, the Middle East, and other regions, ensuring widespread accessibility to its advanced technology.

Pony.ai is among the first in China to obtain licenses to operate fully driverless vehicles in all four Tier-1 cities in China (Beijing, Guangzhou, Shanghai, Shenzhen) and has begun to offer public-facing, fare-charging robotaxi services without safety drivers in Beijing, Guangzhou and Shenzhen. Pony.ai operates a fleet consisting of over 250 robotaxis.

To date, Pony.ai has driven nearly 45 million autonomous testing and operation kilometers on open roads worldwide.

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Fremont, California
Year Founded
2016
Website
pony.ai
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