Data Architect

8 plus years of proven experience as a Data Architect, Principal Data Engineer, or equivalent in enterprise-scale environments Expertise in Snowflake (or similar cloud data warehouses), SQL, and modern data lake/data mesh architectures Strong understanding of ServiceNow data models and IT operations datasets Hands-on background in ETL/ELT pipeline design and orchestration frameworks Familiarity with AI/ML data readiness concepts (feature engineering, feature stores, model-serving pipelines) Deep knowledge of data governance, lineage, and compliance frameworks Proficiency in at least one programming language (Python, Java, or Scala) Experience collaborating with ML, SWE, and Ops teams

Define and maintain enterprise data architecture Establish and enforce platform standards for data modeling, integration, and governance Design data collection, processing, storage, and consumption across EnvisionOS and predictive services Partner with Data Engineering to ensure pipeline alignment with architecture principles Design feature stores, model input/output schemas, and scalable serving architectures for AI/ML enablement Ensure data is secured, governed, and compliant with enterprise standards Drive architectural decisions for scalability, latency, and cost optimization Continuously evaluate new tools, frameworks, and patterns to evolve the architecture