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AI Engineer - 3D Reconstruction, Neural Rendering & Digital Twin
Vingroup · Hà Nội,Thành phố Hồ Chí Minh, Hồ Chí Minh
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Type
Full-time
Work mode
On-site
Level
Staff
Industry
Engineering / Mechanical
Department
Vinfast Việt Nam
Experience
From 3 years
Salary
Thương lượng
Location
Hà Nội · Hồ Chí Minh
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Overview
- VINFAST is a pioneering electric vehicle (EV) company committed to revolutionizing the automotive industry with sustainable and innovative mobility solutions. As a leading player in the EV market, VinFast is dedicated to delivering high-quality, cutting-edge electric vehicles that redefine the driving experience. Our team consists of passionate professionals driven by a shared vision of creating…
- We are seeking an AI Engineer specializing in 3D Reconstruction and Neural Rendering to build high-fidelity digital twins of real-world driving environments. You will develop state-of-the-art solutions leveraging Gaussian Splatting, NeRFs, foundation/world models, and generative reconstruction technologies such as NVIDIA Cosmos and NuRec to reconstruct, render, and simulate realistic driving…
- The resulting digital environments will enable simulation, synthetic-data generation, perception development, and closed-loop testing for autonomous-driving systems.
- 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.
Requirements
- BS/MS/PhD in Computer Science, AI, Robotics, Computer Graphics, or related field.
- At least 3 years of experience in similar positions.
- 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.
- Preferred: Experience with autonomous driving/ADAS, NVIDIA Cosmos/NuRec, world models, generative video models, dynamic 4D reconstruction, LiDAR-camera fusion, differentiable rendering, OpenUSD, simulation platforms, synthetic-data generation, or real-time rendering.
Benefits
- Opportunity to work on cutting-edge perception systems with real-world impact.
- A collaborative, fast-paced, and innovation-driven environment.
- Clear career growth path, leadership opportunities, and support for research and learning.Competitive salary
- Premium healthcare package, including PVI insurance & annual health check-ups
- 13th-month salary & performance bonuses to reward your contributions
- Enjoy preferential pricing for services within the Vingroup ecosystem including Vinmec, Vinpearl, and Vinschool...
BonusHealthcareTraining
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