AMI Software Engineer

The role

You will work with a team on world model research efforts. This includes self-supervised learning, new architectures, scalable algorithms, evaluations, and efficient algorithms for planning and reasoning.

What you will do

• Self-supervised learning methods to learn from video and other continuous, high-dimensional signals
• New architectures that learn to predict world dynamics from video and other high-dimensional signals
• Scalable algorithms for pre-processing and curating video data
• Evaluations for benchmarking world model understanding, prediction, and planning
• Efficient algorithms for model-based planning and reasoning

Required qualifications

• Bachelor’s degree or equivalent experience in Computer Science or a related field
• Proficiency in Python
• Ability to design, run, and analyze experiments independently
• Understanding of machine learning fundamentals, large-scale training, and accelerator-based (GPU or TPU) compute environments

Nice to have

• Deep expertise in at least one of the following: self-supervised learning, video and multimodal model architectures, planning algorithms
• Demonstrated record of contributing to advanced research projects via publications and/or major model releases
• Experience developing evaluation frameworks for world models
• Experience releasing and maintaining open-source projects
• Proficiency in a deep learning framework (PyTorch or JAX)

About the company

ami is a global company with offices in Paris, Montreal, New York, and Singapore. They are a team of scientists and engineers building frontier world model-based AI.