Foundation Model AI Infra Architect - Production-Scale

Vinci4D.ai; Palo Alto (CA); On-site; USD 180,000 - 220,000; Full time

Job summary

A cutting-edge AI infrastructure company in California is seeking an experienced candidate to define and scale the operator intelligence layer essential for modern hardware programs. Responsibilities include evolving the foundation architecture, scaling training systems, and ensuring production-grade stability in trillion-scale inference networks. Ideal candidates will have deep expertise in large-scale foundation model architecture and production ML design. This role offers competitive compensation ranging from $180,000 to $220,000.

Qualifications

• Deep experience in large-scale foundation model architecture.
• Experience with transformer variants and distributed training systems.
• Proven ability in production ML system design and scaling structured datasets.

Responsibilities

• Evolve the foundation architecture for structured spatial domains.
• Scale training and implement continuous learning strategies.
• Architect trillion-scale inference systems and maintain production-grade stability.
• Ship operator capabilities into production environments.

Skills

Large-scale foundation model architecture

Transformer variants (sparse, hierarchical, graph-based)

Distributed training systems

Production ML system design

Scaling structured datasets

Writing clean, maintainable, high-quality code

Tools

PyTorch

Distributed training ecosystems

Job description

A cutting-edge AI infrastructure company in California is seeking an experienced candidate to define and scale the operator intelligence layer essential for modern hardware programs. Responsibilities include evolving the foundation architecture, scaling training systems, and ensuring production-grade stability in trillion-scale inference networks. Ideal candidates will have deep expertise in large-scale foundation model architecture and production ML design. This role offers competitive compensation ranging from $180,000 to $220,000.