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Eduardo Erazo Global Director of Data Innovation Black & Veatch - - PowerPoint PPT Presentation
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
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Data Lifecycle
Technical Roles Skillsets
Functional Areas
Business Analysis Technical Project Management Viz
Reporting BI
Analytics
ML AI Data Science Storytelling
Agile Practices Strategy Roles
Technical Project Manager (BI) Enterprise Data Strategist Data Scientist Business Intelligence Engineer Data Architect Data Infrastructure
Architecture Engineering
Data Engineer Technical Project Manager (Backend) Data Sci Mgr
Security Layer Consultation with CyberSec & DataSec
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Data Science
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Housekeeping
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Enterprise Data Model
ETL
Standardization of “work packages”
Documentation
- SOP to include
Data Dictionaries
Tech PM
- Agile Practices
- User Centric
Design
Data Catalog
- Enterprise-wide
perspective to inform PM
Data Architecture
- Structure
recorded on read or write.
Data Model
- Data model
naturally emerges from data dictionary
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- Standardization in Agile TPM practices
leads to
- Good data architecture
leads to
- Informed and standardized ETL
leads to
- Production of standard documentation
leads to
- A collection of data dictionaries
leads to
- A dynamic and expanding data model
leads to
- An enterprise-wide data catalog
leads to
- Reuse, automation, instrumentation
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Enterprise Ecosystem
Client Deliverable: Monetized Value Add
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Augmented Intelligence: Data driven design innovation Business Intelligence Insights gained from data layer Data Servicing Feeds enterprise data lake & creates digital twins (data model)
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Application Layer All data producing applications