ML Infra, Research Scientist/Engineer, Backend, Full Stack at Prior Labs
Core
Building foundation models for tabular data using pre-trained transformers and causal-structure priors to enable fast inference on complex datasets like clinical trials and financial models.
Role type
Senior ML Infrastructure Engineer (Backend/Full Stack)
Builds
Multi-cluster GPU infrastructure, training tooling layers, and backend services for model serving and fine-tuning.
Domain
Artificial Intelligence, Foundation Models, Tabular Data, Cloud Infrastructure
Deliverable
infrastructure
Required skills
GPU cluster management, multi-provider cloud orchestration, training performance optimization, tooling development, budget management
Preferred skills
Experience with Slurm, GCP, multi-cloud environments
Technologies
Slurm, GCP, Terraform, Kubernetes, Python, FastAPI, TypeScript, React, Postgres
Responsibilities
Own multi-cluster GPU infrastructure across providers, manage training performance and tooling layer, oversee tens of millions in annual compute budget
Seniority
Senior, hands-on IC