AMI Engineer - Singapore
Core
Building frontier world model-based AI systems that understand the real world, have persistent memory, can reason and plan, and are controllable and safe.
Role type
Senior IC machine-learning engineer (world modeling)
Builds
World models that predict and plan using an internal model of the world
Domain
AI research, world modeling, video processing
Deliverable
production ML models
Required skills
Python, machine learning fundamentals, large-scale training, accelerator-based compute (GPU/TPU), experimental design and analysis
Preferred skills
self-supervised learning, video and multimodal model architectures, planning algorithms, evaluation framework development, open-source project maintenance, deep learning frameworks (PyTorch/JAX)
Technologies
Python, PyTorch, JAX, GPU, TPU
Responsibilities
Design and run self-supervised learning methods for video and continuous signals; develop new architectures for predicting world dynamics; build scalable algorithms for video data pre-processing and curation; conduct evaluations for benchmarking world model understanding and planning; develop efficient algorithms for model-based planning and reasoning
Seniority
Senior, hands-on IC