How much does a job and skill architecture save?

The savings depend on organisation size and current maturity. Typical enterprises with 5,000+ employees save 60–80% of the person-days previously spent on manual job architecture creation and maintenance. Cobrainer's Skills AI generates a complete job and skill architecture in 1 hour, replacing months of consulting work. The calculator shows exact savings across 7 HR domains over 4 years.

What is the ROI of a Skills AI platform?

A Skills AI platform like Cobrainer delivers ROI across the entire talent lifecycle. Organisations typically see 80% reduction in manual job architecture work, 40–60% faster recruiting through better role definitions, 30–50% improvement in internal mobility, and measurable pay transparency compliance. The total ROI compounds over 4 years as the job and skill architecture powers more HR processes.

How do you calculate HR savings from a skill architecture?

The calculator compares person-days spent on HR processes before and after implementing a skill architecture. It covers 7 modules: job & skill architecture creation, recruiting & onboarding, performance & development, succession management, learning management, strategic workforce planning, and organisation agentification. Each module shows before/after effort, cost per person-day, and annual savings.

Which HR processes benefit most from a job architecture?

The highest-impact processes are job architecture creation itself (80% effort reduction), recruiting (structured role definitions cut time-to-fill), and pay transparency compliance (explainable job classification eliminates manual grading). Performance management and succession planning also see significant improvements when built on a structured skill architecture.

How long does it take to see ROI from a Skills AI investment?

Organisations typically see first-year ROI from reduced job architecture creation effort alone. By year 2, recruiting and onboarding improvements compound the returns. By year 3–4, the full skills-based organisation — powered by the job and skill architecture — delivers savings across all 7 HR domains. The calculator models this 4-year trajectory with monthly granularity.

Skills AI Savings Calculator

A collaborative study by HR professionals of leading global enterprises, HR advisory experts, and Cobrainer.

Your Company Size *Number of employees in your organization

Your Company Name *Your company name (for report export reference)

Currency *Select your reporting currency — costs auto-convert using today's ECB exchange rate

Implementation Timeline

Implementation Start DateProjected implementation start date — defaults to 4 months from today

Implementation and Setup Phase (months)Initial implementation, configuration, and data migration phase

Job and Skill Architecture Generation and SBO Roll-Out Phase (months)Duration for generating the Job & Skill Architecture and rolling out the Skill-Based Organisation

Full Go-Live Skill-Based OrganizationAuto-calculated: Start Date + Setup Phase + Roll-Out Phase

Job Architecture Metrics

Number of Job Role ProfilesSuggested: 308

Number of Job Level ProfilesSuggested: 924

Total Number of Job ProfilesAuto-calculated: Job Role Profiles + Job Level Profiles

Generation Cycle (Years)Typical number of years before an organisation regenerates its Job & Skill Architecture

Operational Metrics

Number of CoursesSuggested: 8,543

Number of Job RequisitionsSuggested: 187

Supervisors providing Performance and Development ReviewsSuggested: 125

Person-Day Cost Assumptions (Fully Loaded)

HR / Talent Manager / L&D Manager person-day costs€ 400/day · € 8,000/mo · € 96,000/yr

€

Ops / CRM Ops / Data Ops / Operations person-day costs€ 250/day · € 5,000/mo · € 60,000/yr

€

IT employee person-day costs€ 400/day · € 8,000/mo · € 96,000/yr

€

Recruiter employee person-day costs€ 400/day · € 8,000/mo · € 96,000/yr

€

Marketer / Marketing Employee person-day costs€ 400/day · € 8,000/mo · € 96,000/yr

€

Senior Manager / Executive person-day costs€ 600/day · € 12,000/mo · € 144,000/yr

€

Employee person-day costs€ 400/day · € 8,000/mo · € 96,000/yr

€

External Consultant person-day costs€ 1,200/day · € 24,000/mo · € 288,000/yr

€

Agency placement costs per placement€ 25,000/placement

€

Marketing campaign costs per campaign€ 80,000/campaign

€

Skills AI Savings Calculator

Implementation Timeline

Job Architecture Metrics

Operational Metrics

Person-Day Cost Assumptions (Fully Loaded)

Related Job and Skill Architecture Resources

Job & Skill Architecture Generator

ROI of a Skills-Based Organisation

ROI Module: Job & Skill Architecture