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Skills Evolution — Where Half-Lives Are Heading 2026-2030

Skills Evolution — Where Half-Lives Are Heading 2026-2030 — Analytics Legends section illustration for the SAP Analytics knowledge base (concepts, studies, Academy)

As of 2026-08-04

Skill half-lives, AI displacement, BW migration cliff, premium skill bundles and reskilling moves for 2026-2030.

What's inside

20 chapters:

  1. Executive summary
  2. Latest news intelligence — strategic impacts
  3. Part I — Skill half-lives, the BW cliff, the Datasphere greenfield curve, and the BDC + Joule demand curves
  4. Part II — The 5-skill premium combo
  5. Part III — Commoditising skills 2024-2028
  6. Part IV — BW migration cliff
  7. Part V — AI displacement curve
  8. Part VI — Reskilling pivots Y3/Y5/Y7/Y10/Y12-Y15
  9. Part VII — Cross-stack expansion arc
  10. Part VIII — Methodology + sources + glossary + disclaimer
  11. Part IX — Industries × skill demand
  12. Part X — Retention impact (anchor accounts → depth)
  13. Part XI — Education tracks for upskilling
  14. Part XII — EMEA geographic skill maps
  15. Part XIII — Forward 2030 skills landscape
  16. Part XIV — Risk register (skill obsolescence)
  17. Part XV — Certification ROI deep-dive
  18. Part XVI — Sources + glossary + disclaimer (restated)
  19. Sapphire 2026 Agentic Skills Layer
  20. Sources & further reading

Study card

Audience
All SAP analytics consultants — career-arc strategy · firm Practice Leads sizing reskilling budgets · CHROs + L&D heads at SAP-customer end-buyers · executive search partners building 2026-2030 talent maps
Coverage
Skill half-life framework · 5-skill premium combo · commoditising skills · BW migration cliff · Datasphere greenfield curve · BDC + Joule demand curves · AI displacement curve · reskilling pivots Y3/Y5/Y7/Y10/Y12-Y15 · cross-stack expansion arc · 16-part canonical structure per the publication quality standard
Geography
EMEA priority (DACH + UK + FR + Nordics + BENELUX + Iberia) · NA + APAC secondary
Refresh cadence
semi-annual (April + October), keyed to SAP TechEd + Sapphire keynotes and to Q1/Q3 SAP earnings (per the semi-annual refresh protocol)
Sources cited
7

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