Over one million open positions from more than 8,000 independent job boards and company websites are represented in this report, including over 100,000 placements from Robert Half. Positions are categorized to over 450 job titles within Robert Half’s 2024 Salary Guide using a proprietary mapping methodology that employs state-of-the-art large language models. This dataset includes roles across finance and accounting, technology, marketing and creative, legal, administrative and customer support, human resources, and healthcare support professions.