Relational Foundation Model Engineer, Modern Data Stack
Core
Designing and experimenting with novel Transformer and GNN architectures for a unified foundation model that understands relational databases and heterogeneous graphs.
Role type
Senior IC Relational Foundation Model Engineer
Builds
A single, extensible foundation model for enterprise AI
Domain
AI/ML, Graph Learning, Relational Databases
Deliverable
production ML models
Required skills
Transformer architecture design, Graph Neural Networks (GNN), Python, Deep learning frameworks (PyTorch), Large-scale model training, Post-training optimization, Inference acceleration, Relational schema generalization
Preferred skills
Graph-based machine learning, Publications at NeurIPS/ICLR/ICML
Responsibilities
Enhance Transformer and GNN-based models to operate over diverse relational schemas, Collaborate on high-impact use cases (forecasting, fraud detection, entity matching), Contribute to scalable ML system lifecycle from architecture to inference
Seniority
Senior, hands-on IC