AMI Engineer - Paris
AMI recrute un ingénieur spécialisé en intelligence artificielle à Paris, au sein d’une équipe de scientifiques et d’ingénieurs travaillant sur les modèles du monde. Le poste porte notamment sur l’apprentissage auto-supervisé à partir de vidéos, les architectures de modèles, la planification et l’évaluation des capacités de compréhension et de raisonnement. Une maîtrise de Python, des fondamentaux du machine learning et des environnements de calcul sur GPU ou TPU est requise.
Détails de l’offre
La description complète publiée par AMI - Advanced Machine Intelligence.
About ami
We are building a new breed of AI systems that (1) understand the real world, (2) have persistent memory, (3) can reason and plan, and (4) are controllable and safe. We are a team of scientists and engineers building frontier world model-based AI. We combine the scientific rigor of a top-tier research institute with focus on engineering excellence and execution. We are a global company, with offices in Paris, Montreal, New York, and Singapore. Come build the future of AI with us! AMI believes AI agents should predict and plan using an internal model of the world
- their world model. We’re looking for new team members to advance the state-of-the-art in world modeling. We believe that video is a rich and abundant source of data reflecting how the world works, and that in general models need to be able to process continuous, high-dimensional data from a variety of sensors to: (a) understand context about the current state of the physical world, (b) make predictions about how the world will evolve, possibly as a result of actions taken, and (c) plan and adapt sequences of actions to complete complex tasks, possibly in dynamic, complex environments. You will work with a team on world model research efforts, including:
- Self-supervised learning methods to efficiently learn from video and other continuous, high-dimensional signals
- New architectures that efficiently 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 Minimum
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 Preferred
Qualifications
- 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)
D’autres offres chez AMI - Advanced Machine Intelligence
1 autre offre actuellement disponible.
AMI recrute un Talent Intelligence & Sourcing Partner à Paris pour identifier et engager des chercheurs et ingénieurs spécialisés en IA. Le poste couvre le sourcing, la cartographie des talents, le recrutement de profils techniques et la gestion du processus candidat. La fonction est basée au bureau parisien, avec quatre jours sur site par semaine et un jour de télétravail possible.