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Elevating role of
BA to “proxy” Data
Scientist
Jaleann M. McClurg,
MPH, CLSSBB, CSM,
CSPO, DTM
1
Table of
Contents
*Why?
*What?
* WIFM
2
3
BA is An Agent of Change regardless of Job
Title – BABOK v3.0
• 1) Enable Org achieve goals
• 1.1) BA Approach
• 1.2) BA Tasks
• 1.3) BA Techniques
• 2) Liaison among stakeholders
• 3) Understand structure, policies
& operations of Org
4
Professional Affiliations
Best Practices?
Value Driven Analysis
5
6
Problem Framing – BABOK v3.0 (Problem
Shaping)
RA
(Lifecycle)
Product
Solution
Missing
Req’s
Elicitation
• Problem Space
WHAT? WHY?
Deep Dive
Digital BA Job
Description – “Hot
Skills”
7
8
Skills Skills
Problem Definition Sprint Planning
Detect Market Opportunities Backlog Grooming
Lead Creative Design/Design Thinking Testing – Acceptance Criteriq & Test
Plans
Development of Digital Products
Portfolio including: (elaboration, design &
business cases)
Usability Testing Metrics
Working with Business Cases Deployment Performance Metrics
Develop & Analyze Requirements Support business training
Define features, user stories, Epics Troubleshooting O&M Activities
Sample Digital BA Job Description Skillset
9
Human Centered Design Agile Projects require
Creativity
10
Agile/SAFE
SDLC System Migrations Advanced Data
Science
Legacy Systems
Modernization
New Technology
Enablement
SAS Unix – Service Now
Job Scheduler
Visual Analytics
R
Text Mining
SAS
R
Python Wrappers
APIs
Cloud Computing
Operations/Performance
Improvement
GIS/Spatial
Analytics Diverse
Data Overlays
Large Scale Systems Business Rules
Engine
Org Readiness Digital Process
Automation
Org Assessments Systems Integration
(+) Context of
Project Work
11
Data Scientist Roles
Technie (Data Engineer) Unicorn
(Scientist/BA –OR-
or Hyrbrid Roles)
For example,
BA/Developer
Data Ninja Artist/Storyteller
Computer Scientist
Developer
Computer Programmer
Knows the
business and can
articulate
technology
strategy and BA
approaches to
solve complex
business problems
Where? What?
What? What? When? Where?
How? Why? When?
12
Resources
• 1) IIBA Business Analytics Guide
• 2) BABOK v3.0
• 3) The Forrester Wave Digital Decisioning Platforms
Q42020
• 4) My Creativity Score www.testmycreativity.com
• 5) Digital BA Job Description (SAMPLE) – slide 8
• 6) Global Knowledge 2021 IT Skills and Salary Report
• 7) Stakeholder Management: Communications &
Engagement Chapter Meeting – IIBA Greater Atlanta
Q& A’s?
13
14
Speaker Contact Information
• Jaleann M Matos-McClurg, MPH, CSM, CSPO, CLSSBB,
DTM
• profdevelopmen@atlanta.iiba.org
• pmmcclurg@att.net
• Telephone: 678-769-6129

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Presentation IIBA BA Proxy Data Scientist 02-15-2023 (1).pptx

  • 1. Elevating role of BA to “proxy” Data Scientist Jaleann M. McClurg, MPH, CLSSBB, CSM, CSPO, DTM 1
  • 3. 3 BA is An Agent of Change regardless of Job Title – BABOK v3.0 • 1) Enable Org achieve goals • 1.1) BA Approach • 1.2) BA Tasks • 1.3) BA Techniques • 2) Liaison among stakeholders • 3) Understand structure, policies & operations of Org
  • 6. 6 Problem Framing – BABOK v3.0 (Problem Shaping) RA (Lifecycle) Product Solution Missing Req’s Elicitation • Problem Space WHAT? WHY?
  • 7. Deep Dive Digital BA Job Description – “Hot Skills” 7
  • 8. 8 Skills Skills Problem Definition Sprint Planning Detect Market Opportunities Backlog Grooming Lead Creative Design/Design Thinking Testing – Acceptance Criteriq & Test Plans Development of Digital Products Portfolio including: (elaboration, design & business cases) Usability Testing Metrics Working with Business Cases Deployment Performance Metrics Develop & Analyze Requirements Support business training Define features, user stories, Epics Troubleshooting O&M Activities Sample Digital BA Job Description Skillset
  • 9. 9 Human Centered Design Agile Projects require Creativity
  • 10. 10 Agile/SAFE SDLC System Migrations Advanced Data Science Legacy Systems Modernization New Technology Enablement SAS Unix – Service Now Job Scheduler Visual Analytics R Text Mining SAS R Python Wrappers APIs Cloud Computing Operations/Performance Improvement GIS/Spatial Analytics Diverse Data Overlays Large Scale Systems Business Rules Engine Org Readiness Digital Process Automation Org Assessments Systems Integration (+) Context of Project Work
  • 11. 11 Data Scientist Roles Technie (Data Engineer) Unicorn (Scientist/BA –OR- or Hyrbrid Roles) For example, BA/Developer Data Ninja Artist/Storyteller Computer Scientist Developer Computer Programmer Knows the business and can articulate technology strategy and BA approaches to solve complex business problems Where? What? What? What? When? Where? How? Why? When?
  • 12. 12 Resources • 1) IIBA Business Analytics Guide • 2) BABOK v3.0 • 3) The Forrester Wave Digital Decisioning Platforms Q42020 • 4) My Creativity Score www.testmycreativity.com • 5) Digital BA Job Description (SAMPLE) – slide 8 • 6) Global Knowledge 2021 IT Skills and Salary Report • 7) Stakeholder Management: Communications & Engagement Chapter Meeting – IIBA Greater Atlanta
  • 14. 14 Speaker Contact Information • Jaleann M Matos-McClurg, MPH, CSM, CSPO, CLSSBB, DTM • profdevelopmen@atlanta.iiba.org • pmmcclurg@att.net • Telephone: 678-769-6129