Eventum ai — Senior MLOps Engineer (Generative Diffusion Models)

Senior MLOps Engineer (Generative Diffusion Models)
Eventum ai
55 to 95 usd per hour
Remote (full‑time 1‑3 week sprint, then ongoing 20hr/week)

Consumer mobile app that lets users design apparel through a proprietary diffusion model.

Responsibilities:
• Productionise the text‑to‑image API — containerise, deploy, and autoscale the model on AWS/GCP/Kubernetes
• Cut latency from ≈30 s to ≤4 s while maintaining image quality
• Controlling GPU
• Implement monitoring
• Embed CI/CD & IaC (GitHub Actions, Terraform, Helm)
• Documentation

Requirements:
• 5+ years generative models at scale
• Strong Python
• Containerisation & orchestration (Docker, K8s); IaC (Terraform, Pulumi) and CI/CD pipelines
• Monitoring (Prometheus, Grafana, Loki, ELK)

Optional:
• Direct experience with diffusion or large‑image‑generation models (Stable Diffusion, DALL·E, Imagen, etc.)
• Cloud ops chops (AWS/GCP preferred) including autoscaling groups, load balancers, VPC networking, IAM security
• TensorRT

Contacts:
📧 jobs@eventum.ai