Eduardo Erazo Global Director of Data Innovation Black & Veatch - PowerPoint PPT Presentation

Eduardo Erazo Global Director of Data Innovation Black & Veatch

Data Lifecycle Functional Technical Project Data Infrastructure Storytelling Data Science Areas Management Skillsets Business Agile Engineering Architecture Viz ML AI Analytics Reporting BI Analysis Practices Technical Project Manager (BI) Data Sci Mgr Technical Project Manager (Backend) Strategy Roles Enterprise Data Strategist Data Engineer Business Intelligence Engineer Technical Roles Data Scientist Data Architect Security Layer Consultation with CyberSec & DataSec

Data Science

Housekeeping

Enterprise Data Model -Standardization in Agile TPM practices leads to -Good data architecture 06 01 leads to Data Catalog Tech PM -Informed and standardized ETL Enterprise-wide Agile Practices • • perspective to User Centric leads to • inform PM Design -Production of standard documentation 05 02 leads to Data Model Data -A collection of data dictionaries Architecture Data model • leads to naturally Structure • emerges from recorded on data dictionary read or write. -A dynamic and expanding data model leads to -An enterprise-wide data catalog Documentation ETL SOP to include • Standardization of Data leads to “work packages” Dictionaries 04 03 -Reuse, automation, instrumentation

Enterprise Ecosystem 05 Client Deliverable: Monetized Value Add 04 Augmented Intelligence: Data driven design innovation 03 Business Intelligence Insights gained from data layer 02 Data Servicing Feeds enterprise data lake & creates digital twins (data model) Application Layer 01 All data producing applications