Intern: 3D Vision & World Modeling Scientist

Ami; Paris; Sur place; EUR 70 000 - 110 000; Plein temps

Résumé du poste

AMI is hiring researchers to advance world model research with a focus on 3D geometry and video data. You will collaborate with scientists and engineers to push forward state-of-the-art prediction, planning, and model-based reasoning.

The role emphasizes designing and evaluating experiments, building scalable data pipelines, and contributing to open models and benchmarks in a dynamic team environment.

Qualifications

• Bachelor's degree or equivalent in Computer Science or related field.
• Proficiency in Python.
• Ability to design, run, and analyze experiments independently.
• Understanding of machine learning fundamentals, large-scale training, and accelerator-based compute environments.

Responsabilités

• Advance state-of-the-art world model research focusing on 3D geometry of the real world.
• Develop self-supervised learning methods to learn from video and high-dimensional signals.
• Design architectures to predict world dynamics from video data.
• Build scalable pre-processing and data-curation pipelines for video datasets.
• Evaluate world model understanding, prediction, and planning.

Connaissances

Python

Experiment design

Machine learning fundamentals

GPU/TPU compute

PyTorch

JAX

Formation

Bachelor's degree in Computer Science or related field

Outils

Blender

Video data processing

3D reconstruction

Description du poste

AMI is hiring researchers to advance world model research with a focus on 3D geometry and video data. You will collaborate with scientists and engineers to push forward state-of-the-art prediction, planning, and model-based reasoning.

The role emphasizes designing and evaluating experiments, building scalable data pipelines, and contributing to open models and benchmarks in a dynamic team environment.