Principal Digital Architect - AI-Ready Data & Annotations
Core
Designing enterprise data architectures and standards to create reusable, governed data products that accelerate simulation, training, and Physical AI for autonomous construction sites.
Role type
Principal Digital Architect (Data & AI Infrastructure)
Builds
Enterprise data foundations, data products, and annotation/curation frameworks for Physical AI workloads.
Domain
Industrial AI, Autonomous Construction, Data Engineering
Deliverable
production ML models | infrastructure
Required skills
Enterprise data architecture, Data domain modeling, AI/ML data foundations, Data platform design, Physical AI data ecosystems, Strategic architecture leadership
Preferred skills
Cloud data platforms, Streaming data/telemetry, Digital twins, Synthetic data pipelines, Agile SDLC, CI/CD
Technologies
Cloud platforms, Telemetry systems, Digital twin frameworks, CI/CD tools
Responsibilities
Define enterprise frameworks for Physical AI ready data products, Establish standards for data product design and lifecycle management, Design reusable data objects for AI workloads, Define data contracts and consumption interfaces, Integrate labeling and annotation processes into data products, Drive consistency across domains while enabling decentralized ownership
Seniority
Principal, strategic leadership & hands-on architecture