Stay Ahead of Skill Gaps with Dynamic Skills Architecture

The half-life of skills is collapsing from five years to just 18 months. This accelerated pace means organizations are hiring for yesterday’s jobs, while job descriptions remain packed with Sunset Skills (declining) and outdated practices. At the same time, Sunrise Skills (emerging skills), like AI orchestration, prompt engineering, and predictive analytics, are rapidly emerging as must-haves.

Draup’s latest report breaks down the skills reinvention cycle and exposes the biggest pitfalls. It gives HR and business leaders a step-by-step playbook to align roles, skills, and workforce planning in today’s cycle of disruption.

4 Steps to Operationalize Skills Architecture Framework Factoring in Sunrise and Sunset Skills

Develop a Dynamic Skills Taxonomy

Build or adopt a living taxonomy that evolves with emerging and declining skills, ensuring consistent tracking and categorization.

Benchmark with External & Internal Assessments

Use peer benchmarking and internal mapping to identify skill gaps and highlight where existing roles are most at risk of obsolescence.

Track Sunrise & Sunset Skills in Real Time

Leverage job postings, demand signals, and market intelligence to continuously monitor which skills are rising, declining, or plateauing.

Update Job Architectures & Profiles Continuously

Embed Sunrise & Sunset insights into job families, role descriptions, postings, and employee profiles to ensure your workforce design reflects the market reality.

Why This Matters

Ignore the shrinking skills half-life, and your enterprise pays the price. Outdated technologies creep in. Roles go stale. Millions vanish into backfilling mismatched talent.

But with a dynamic skills architecture, everything changes. Reskilling cycles shrink to the 18-month half-life. Roles stay relevant across job functions. Learning pathways connect directly to strategy. Hiring becomes forward-looking, not stuck in the past.

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Skills
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Job Descriptions
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Industries
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Custom Talent Reports
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Courses
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Professionals
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Skills
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University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
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Courses
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Roles
5700+
Locations
54K+
Universities
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Career Paths
100+
Labor Databases
3100+
Roles
5700+
Locations
54K+
Universities
1.5M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
GRANULAR
AI-enabled data updated continuously, historically available, and regionally relevant
ACCESSIBLE
Data shares and feeds, software, professional services, or a combination
PROPRIETARY
Unique taxonomies and methodologies providing insights that drive proven results

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