Specialized knowledge-generating jobs comprise close to one fifth of employment and one fourth of the wage bill in … and shares of management workers, their higher shares in employment at the firm level are correlated with more innovation … profitability. This suggests that firms use specialized knowledge workers to generate within-firm knowledge and create firm …