AI Researcher: 3D/4D Reconstruction & Vision Metrics

Huawei Technologies Research & Development (UK) Ltd; Cambridge; Presencial; GBP 60.000 - 100.000; Jornada completa

Descripción de la vacante

Huawei Research and Development UK Limited in Cambridge seeks an AI researcher to join a team delivering advanced 3D/4D reconstruction algorithms and related vision research. You will translate research ideas into prototypes, evaluate performance, and collaborate with global researchers and engineers.

The role requires a PhD or equivalent with strong publications or industry experience in 3D/4D reconstruction, Gaussian splatting, and deep learning using PyTorch.

Formación

• PhD in Computer Science, Machine Learning, or a related field with 2+ years of industry or post-PhD research experience, or a Master with 5+ years of industry experience.
• Demonstrated expertise in 3D/4D reconstruction, novel-view synthesis or Gaussian splatting; first-author publications or industry experience.
• Knowledge of human-inspired image/video quality metrics.
• Strong programming skills in Python.
• Working experience with machine learning frameworks (e.g., PyTorch).

Responsabilidades

• Design, implement and evaluate novel algorithms for 3D and 4D reconstruction, exploring compression for 3D/4D scenes.
• Translate research into working prototypes, optimizing runtime and power consumption.
• Characterise trade-offs between reconstruction algorithms (model size, training time, rendering time, quality, generalisability).
• Develop metrics for quality of 3D/4D reconstructions based on vision science and human visibility.
• Collaborate with researchers within the group, other company labs, and external researchers in universities.

Conocimientos

Python

PyTorch

3D/4D reconstruction

Gaussian splatting

Neural networks

Educación

PhD in Computer Science or related field

Master's degree in related field

Herramientas

CUDA

Descripción del empleo

Huawei Research and Development UK Limited in Cambridge seeks an AI researcher to join a team delivering advanced 3D/4D reconstruction algorithms and related vision research. You will translate research ideas into prototypes, evaluate performance, and collaborate with global researchers and engineers.

The role requires a PhD or equivalent with strong publications or industry experience in 3D/4D reconstruction, Gaussian splatting, and deep learning using PyTorch.