Senior AI Researcher - Relational Foundation Models
Core
Lead original research into Relational Foundation Models that learn from multiple enterprise databases and adapt to different schemas and prediction tasks.
Role type
Senior AI Researcher (Relational Foundation Models)
Builds
Scalable prototypes for integration with engineering and product teams; research findings for enterprise data applications.
Domain
Enterprise AI / Relational Machine Learning / Structured Data
Deliverable
production ML models
Required skills
Transformer architectures, attention mechanisms, large-scale pretraining, in-context learning, transfer learning, tabular machine learning, graph neural networks, relational learning, structured prediction, Python, PyTorch, rigorous experimental practice, architectural thinking, secure-by-default patterns, distributed training, large-scale GPU experimentation, synthetic data generation, SQL, data-warehouse architectures, open-source ML libraries
Preferred skills
Relational deep learning, heterogeneous graph learning, meta-learning, amortized Bayesian inference, benchmark development
Technologies
PyTorch, Python, SQL, CI/CD, distributed training, large-scale GPU
Responsibilities
Design and develop model architectures, pretraining strategies, learning objectives, and inference methods for relational and structured data; Run large-scale distributed GPU experiments and develop rigorous baselines, ablation studies, and evaluation benchmarks; Contribute datasets, synthetic data generators, and evaluation frameworks for relational learning; Turn research findings into scalable prototypes for integration with engineering and product teams; Mentor researchers and engineers and provide technical leadership on research projects; Publish research at leading venues and contribute to the broader AI research community; Architect end-to-end solutions that enable product capabilities and operational efficiencies; Shape strategy across functions through research insights
Seniority
Senior, hands-on IC with research leadership
