The surveys cited was developed by Robert Half and conducted by an independent research firm. Results may not total 100% due to rounding or allowing for multiple responses. Respondents included executives and hiring managers from small (10-99 employees), midsize (100-999 employees) and large (1,000+ employees) businesses in private, publicly listed and public sector organizations across the U.S.
Over 4 million new positions from more than 8,000 independent job boards and company websites are represented in this report, including 340,000-plus placements from Robert Half. Positions are categorized into more than 450 job titles within Robert Half’s Salary Guide using a proprietary mapping methodology that employs state-of-the-art large language models. This dataset includes roles across the finance and accounting, technology, marketing and creative, legal, administrative and customer support, healthcare support, and human resources professions.