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数据算法工程师（数据合成与仿真方向）_XC at Bosch Group

Shanghai, Shanghai, China -

Full Time

Start Date

Immediate

Expiry Date

17 Feb, 26

Salary

0.0

Posted On

19 Nov, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Data Synthesis, Simulation, Generative AI, Video Generation, Deep Learning, PyTorch, TensorFlow, World Model, Multimodal Generation, Mathematics, Engineering, NVIDIA COSMOS, Unreal Engine, Omniverse, Open Source, Conference Papers

Industry

Software Development

Description

Company Description Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch. Job Description 岗位概述打造面向自动驾驶的下一代数据与仿真引擎，探索生成式 AI 在虚拟场景构建与仿真视频生成中的落地应用。参与从视频生成模型到仿真场景自动生成与控制的完整链路研发，推动生成式算法真正服务于现实世界的算法训练与验证。岗位职责设计与实现基于生成式模型的视频生成算法；研究时序一致性、物理约束性的生成机制，确保生成视频在仿真中的可用性；构建从 prompt / layout 到 scene / video 的语义驱动生成工具链；推动数据合成模型与仿真引擎（Unreal Engine / Omniverse / Isaac Sim）深度集成，实现闭环数据生产；优化推理与训练效率，提升模型的部署与大规模生产能力；与感知、规划、仿真团队协作，将生成式仿真数据用于算法验证与性能评估。 Qualifications 硕士及以上学历，计算机科学、人工智能、电子信息等相关专业；熟悉 PyTorch / TensorFlow 等主流深度学习框架；具备视频生成、世界模型（World Model）、或多模态生成相关经验；理解 Diffusion、Transformer、Latent Space Representation 等主流生成范式；扎实的数学功底（线性代数、概率统计、优化理论）；较强的工程能力，能将研究成果转化为可落地方案。加分项：熟悉 NVIDIA COSMOS、Sora、Genie、VideoComposer、DreamGaussian 等模型框架；有仿真系统 / 自动驾驶数据 / Unreal Engine / Omniverse 等经验；参与过开源项目或发表过 CVPR / ICCV / NeurIPS / ICLR 等会议论文；

Responsibilities

Design and implement video generation algorithms based on generative models. Collaborate with teams to utilize generated simulation data for algorithm validation and performance evaluation.