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AI Engineer - 3D Reconstruction, Neural Rendering & Digital Twin

Vingroup · Hà Nội

Type

Full-time

Work mode

On-site

Level

Staff

Industry

Engineering / Mechanical

Department

Vinfast Việt Nam

Salary

Thương lượng

Location

Thành phố Hà Nội, Hà Nội

Overview

Develop scalable 3D/4D reconstruction and neural-rendering pipelines from multi-camera, LiDAR, and multimodal driving data.
Research and apply 3D Gaussian Splatting, NeRFs, neural rendering, and generative reconstruction/world-model approaches to create photorealistic driving environments.
Explore technologies such as NVIDIA Cosmos, NuRec, and related foundation models for reconstruction, world generation, and simulation.
Build static and dynamic digital twins, including roads, infrastructure, vehicles, pedestrians, vegetation, and other scene elements.
Develop methods for dynamic-object reconstruction, novel-view synthesis, scene editing, and controllable scenario generation.
Generate synthetic and augmented driving datasets for perception training and challenging/long-tail scenario generation.
Collaborate with perception, simulation, data, and infrastructure teams to integrate digital-twin technology into the autonomous-driving development pipeline.

BS/MS/PhD in Computer Science, AI, Robotics, Computer Graphics, or related field.
Strong expertise in Computer Vision, 3D Vision, Computer Graphics, or Deep Learning.
Hands-on experience with 3D Gaussian Splatting, NeRFs, neural rendering, or 3D reconstruction.
Strong understanding of camera geometry, multi-view geometry, SLAM/SfM, depth estimation, and 3D representations.
Experience with Python, PyTorch, CUDA/GPU computing, and modern 3D/graphics frameworks.
Experience processing large-scale image, video, point-cloud, or multimodal datasets.

Training

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