Fullstack Engineer - Data Platform
Core
Building large-scale infrastructure for training and serving action models and world models that perceive, predict, and act across virtual and physical environments.
Role type
Senior IC Fullstack Infrastructure Engineer (Data Platform)
Builds
Pipelines converting raw gameplay footage into training data, GPU clusters, storage/I/O systems, and inference runtimes for action and world models.
Domain
AI/ML Infrastructure, Gaming Data, Distributed Systems
Deliverable
production ML models | infrastructure
Required skills
GPU cluster orchestration, preprocessing pipelines for large video corpora, disk and network I/O optimization, inference optimization (batching, quantization, KV cache), multi-region deployment, infrastructure as code
Preferred skills
Experience with cloud providers, system design ownership, performance tuning
Technologies
Kubernetes, Python, Go, Rust, C++, Terraform
Responsibilities
Own GPU cluster scheduling and utilization, build high-throughput data preprocessing pipelines, optimize disk and network I/O bottlenecks, optimize inference latency and cost, manage multi-region cloud infrastructure
Seniority
Senior, hands-on IC