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Open nowPosted 565 days ago

算法工程师 - 三维重建

ponyai/ponyai76 open roles

Where
Guangzhou, Guangdong, Chinese Mainland
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Your applicationOpen now算法工程师 - 三维重建ponyai/ponyai · Guangzhou, Guangdong, Chinese Mainland
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The clock on this job

Early applications get read.

12.3% of postings close within 7 days. Measured by our own scanner across the market. ponyai/ponyai postings stay open a median of 4 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.3%7 days
  4. 19.7%14 days
  5. 35.6%30 days
  6. 58.0%60 days
This job: posted 565 days ago

ponyai/ponyai median: 4 days open

The posting

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。

  • 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。

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