1. Research on Correlation Between Technical Investment and Income

  • Gallup Survey: Employees participating in skill training have an annual income increase of approximately $8,000 (8.6% growth)
  • Self-study: Brings 15.3% salary growth vs. 5.2% for employer-provided training
  • US Market: Senior salaries are 69% higher than junior salaries

2. Differences Across Countries

CountryCharacteristics
USARight-skewed distribution, top talent has extremely high income
ChinaRapid early growth, ‘35-year-old phenomenon’ causes career bottlenecks
JapanSeniority-based wages, slower salary increases

3. Diminishing Marginal Returns

  • First 5 years: Technical investment returns are highest
  • Mid-career: Salary growth slows, “senior engineer bottleneck” appears
  • Inflection point: Pure technical investment has limited income growth

4. Recommendations for Breaking Salary Stagnation

  • Develop management, product, or commercialization abilities
  • Choose scarce, high-demand technology paths
  • Embrace cross-functional opportunities
  • Proactively pursue promotions or role transitions