ML & Cloud Infra Engineer - Scale World Model AI Systems

SpAItial AI; Greater London; On-site; GBP 60,000 - 85,000; Full time

Job summary

SpAItial AI is looking for a Machine Learning & Cloud Infra Engineer to manage and evolve the infrastructure for their cutting-edge World Model research. This role includes designing and operating GPU clusters, implementing monitoring for system health, and enabling high-throughput training stacks. The ideal candidate has 3+ years of experience in cloud engineering, strong skills in GPU performance debugging, and proficiency with tools like Docker and Terraform. Join a diverse and innovative team committed to reimagining 3D interactions in various industries.

Qualifications

• 3+ years of professional experience in infrastructure, platform, or cloud engineering.
• Hands-on experience with GPU compute and performance debugging.
• Proficiency with containers and orchestration, especially Docker and Kubernetes.

Responsibilities

• Own and evolve the ML + cloud infrastructure for training and evaluation.
• Design and operate GPU clusters and manage multi-node training environments.
• Implement monitoring, logging, and ensure cluster health and cost management.

Skills

GPU compute performance debugging

Cloud environments (AWS, GCP, Azure)

Containerization and orchestration (Docker, Kubernetes)

Scripting and automation (Python, Bash/PowerShell)

Distributed training (PyTorch, DDP/FSDP)

Monitoring and observability (Prometheus, Grafana)

CI/CD for infra and ML workflows

Tools

Terraform

Job description

SpAItial AI is looking for a Machine Learning & Cloud Infra Engineer to manage and evolve the infrastructure for their cutting-edge World Model research. This role includes designing and operating GPU clusters, implementing monitoring for system health, and enabling high-throughput training stacks. The ideal candidate has 3+ years of experience in cloud engineering, strong skills in GPU performance debugging, and proficiency with tools like Docker and Terraform. Join a diverse and innovative team committed to reimagining 3D interactions in various industries.