to end, from product instrumentation, source ingestion, and canonical modeling through quality controls, observability... canonical data models and reusable data products for domains such as product usage, pricing, billing, ads, payments, revenue...
transcripts, interaction events, and operational metrics. Experience defining canonical data models, metadata management, data...
and source metadata, including canonical URLs where appropriate. Test, Debug & Improve Test and troubleshoot AI agents, MCP...
with at least two canonical methods of the target subfield, demonstrable through publications. 3–5 representative publications (arXiv...
services. Experience designing and implementing ETL/ELT pipelines, data transformation frameworks, canonical data models...
/Functional Skills: Knowledge of development and maintenance of Canonical Data Models (CDM) Experience with domain-specific... Develop and maintain Canonical Data Models (CDM) and domain-specific data models Ensure data consistency and interoperability...
Hi Vendors, Need GCP Data Architect GCP Data Architect Knowledge of development and maintenance of Canonical Data... and maintenance of Canonical Data Models (CDM) and domain-specific data models to ensure consistency and interoperability across the...
workstreams, ensuring that data contracts, canonical definitions, and platform architecture decisions are reflected consistently...
Design canonical data models and metadata frameworks Establish data extraction and lineage generation strategies Act... Data Transformation Metadata Management ETLELT Design Data Modeling Canonical Models Generative AILLM based solutioning...
current-state and target-state views, integration patterns, canonical data models, and interface contracts. Maintain...