World-Model AI Intern: 3D Vision & Geometry

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

Résumé du poste

AMI in Paris is seeking a research-focused engineer to advance world model understanding, planning, and 3D geometry of the real world. You will work with a team of scientists and engineers to push state-of-the-art methods for self-supervised learning from video and high-dimensional signals.

The role emphasizes designing and running experiments, using PyTorch or JAX, and collaborating across disciplines. Proficiency in Python and a passion for scalable ML on accelerator hardware are essential.

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 and large-scale training on accelerator compute environments.

Responsabilités

• Advance state-of-the-art world modeling with a focus on 3D geometry.
• Design, run, and analyze large-scale experiments.
• Develop self-supervised learning methods from video and high-dimensional signals.
• Work with rendering or simulation tools for scene generation and batch rendering.
• Publish research results and contribute to open-source projects.

Connaissances

Python programming

Experiment design

Machine learning fundamentals

GPU/TPU compute environments

Formation

Bachelor’s degree in Computer Science or related field

Outils

PyTorch

JAX

Blender

Isaac Sim

Description du poste

AMI in Paris is seeking a research-focused engineer to advance world model understanding, planning, and 3D geometry of the real world. You will work with a team of scientists and engineers to push state-of-the-art methods for self-supervised learning from video and high-dimensional signals.

The role emphasizes designing and running experiments, using PyTorch or JAX, and collaborating across disciplines. Proficiency in Python and a passion for scalable ML on accelerator hardware are essential.