際際滷

際際滷Share a Scribd company logo

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

?Download as PPTX, PDF?
?
Jaleann M McClurg MPH, CSPO, CSM, DTM
Jaleann M McClurg MPH, CSPO, CSM, DTM

Global Webinar - International Institute of Business Analysis (IIBA) with 287 attendees. Goal: Discuss ways the BA can pivot to data scientist

1 of 14
Download to read offline
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 C 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 C BABOK v3.0 (Problem Shaping) RA (Lifecycle) Product Solution Missing Req¨s Elicitation ? Problem Space WHAT? WHY?
Deep Dive Digital BA Job Description C ＾Hot Skills￣ 7
8 Skills Skills Problem Definition Sprint Planning Detect Market Opportunities Backlog Grooming Lead Creative Design/Design Thinking Testing C 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 C 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 COR- 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) C slide 8 ? 6) Global Knowledge 2021 IT Skills and Salary Report ? 7) Stakeholder Management: Communications & Engagement Chapter Meeting C 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

More Related Content

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 C 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 C BABOK v3.0 (Problem Shaping) RA (Lifecycle) Product Solution Missing Req¨s Elicitation ? Problem Space WHAT? WHY?
  • 7. Deep Dive Digital BA Job Description C ＾Hot Skills￣ 7
  • 8. 8 Skills Skills Problem Definition Sprint Planning Detect Market Opportunities Backlog Grooming Lead Creative Design/Design Thinking Testing C 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 C 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 COR- 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) C slide 8 ? 6) Global Knowledge 2021 IT Skills and Salary Report ? 7) Stakeholder Management: Communications & Engagement Chapter Meeting C 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