The Career Attractiveness Framework (CAF) evaluates how appealing an industry is for professionals seeking long-term career growth, earning potential, stability, and overall quality of work life.
Rather than focusing solely on salaries or hiring activity, CAF examines the broader career experience within an industry, including advancement opportunities, workforce stability, talent demand, and sustainability factors that influence long-term career satisfaction.
The framework is designed to answer a simple but important question:
“Would I build a career in this industry?”
CAF scores allow professionals, students, career changers, workforce analysts, and employers to compare industries based on their overall attractiveness as career destinations.
Methodology
CAF combines multiple workforce, labor market, compensation, hiring, and career-development indicators into a standardized industry score.
The framework draws from a blend of publicly available labor-market datasets, workforce trends, compensation benchmarks, employer demand signals, industry reports, and proprietary career intelligence analysis.
Individual dimension scores are normalized, weighted, and aggregated into an overall framework score ranging from 0–100.
Scores are updated periodically to reflect changing labor-market conditions and evolving workforce dynamics.
Dimensions
Dimension
Weight
Description
Compensation Potential
1.000
Measures earning potential across the industry, including salary levels, compensation growth, and access to high-paying roles.
Career Progression Potential
1.000
Evaluates the availability of advancement opportunities, leadership pathways, promotion velocity, and long-term career mobility.
Talent Demand Strength
1.000
Assesses employer demand for talent through hiring activity, workforce expansion, and recruitment intensity.
Workforce Stability
0.900
Measures employment consistency, workforce retention patterns, and resilience against workforce volatility.
Work-Life Sustainability
0.800
Evaluates workload expectations, flexibility, burnout risk indicators, and long-term sustainability of working conditions.
Geographic Flexibility
0.900
Assesses the availability of opportunities across regions, remote-work potential, and geographic mobility within the industry.
