Recruit personnel with AI?

Education and Childcare Administrators, Preschool and Daycare spend the most time on it, about 55m a shift. Of the 18 jobs that do it, 1 have AI or robot evidence.

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In 1 of the 18 jobs that do this, AI or robots already show up on it, most often as work people hand to AI. In the other 17, there's no evidence yet. Jobs spend a median of 20m of an 8-hour shift on it, and about 5.0 million U.S. workers hold these jobs.

17No evidence yet
1Often handed to AI

Every job that does this

Each job words the task its own way. Minutes are that job's estimate for a typical shift; the label is the evidence for that job's version.

Job and its version of the taskPer shiftEvidence
Education and Childcare Administrators, Preschool and DaycareRecruit, hire, train, and evaluate primary and supplemental staff and recommend personnel actions for programs and services.55mNo evidence yet
Human Resources ManagersIdentify staff vacancies and recruit, interview, and select applicants.39mNo evidence yet
Directors, Religious Activities and EducationIdentify and recruit potential volunteer workers.32mNo evidence yet
Medical and Health Services ManagersDirect or conduct recruitment, hiring, and training of personnel.31mNo evidence yet
Kindergarten through Secondary Education AdministratorsRecruit, hire, train, and evaluate primary and supplemental staff.26mNo evidence yet
Computer and Information Systems ManagersRecruit, hire, train and supervise staff, or participate in staffing decisions.26mNo evidence yet
Social Science Research AssistantsRecruit and schedule research participants.26mNo evidence yet
Social and Community Service ManagersRecruit, interview, and hire or sign up volunteers and staff.22mNo evidence yet
Postsecondary Education AdministratorsRecruit, hire, train, and terminate departmental personnel.20mNo evidence yet
First-Line Supervisors of Security WorkersRecruit, interview, and hire security personnel.18mNo evidence yet
Natural Sciences ManagersRecruit personnel or oversee the development or maintenance of staff competence.16mNo evidence yet
Financial ManagersRecruit staff members.16mOften handed to AI
Coaches and ScoutsIdentify and recruit potential athletes by sending recruitment letters, meeting with recruits, and arranging and offering incentives, such as athletic scholarships.13mNo evidence yet
Wind Energy Operations ManagersRecruit or select wind operations employees, contractors, or subcontractors.11mNo evidence yet
Food Service ManagersAssess staffing needs and recruit staff, using methods such as newspaper advertisements or attendance at job fairs.10mNo evidence yet
First-Line Supervisors of Firefighting and Prevention WorkersRecruit or hire firefighting personnel.6mNo evidence yet
Postsecondary Psychology TeachersRecruit and hire new faculty.5mNo evidence yet
Construction ManagersSecure third-party verification from sources, such as Leadership in Energy Efficient Design (LEED), to ensure responsible design and building activities or to achieve favorable LEED ratings for building projects.5mNo evidence yet

How to read this

This task type comes from O*NET's detailed work activities, which link similar tasks across jobs. A label applies to one job's version of the task: AI use comes from real AI conversations (Anthropic Economic Index) and robot evidence from deployments in real workplaces. "No evidence yet" may just mean the task is rare in the data. How we keep time.

See all 250 shared tasks, or find any job on the big clock.