Recommend organizational process or policy changes with AI?

Human Resources Managers spend the most time on it, about 34m a shift. Of the 21 jobs that do it, 2 have AI or robot evidence.

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In 2 of the 21 jobs that do this, AI or robots already show up on it, most often as help from AI. In the other 19, there's no evidence yet. Jobs spend a median of 15m of an 8-hour shift on it, and about 9.2 million U.S. workers hold these jobs.

19No evidence yet
1With AI
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
Human Resources ManagersAdvise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.34mNo evidence yet
Quality Control Systems ManagersIdentify quality problems or areas for improvement and recommend solutions.32mNo evidence yet
Financial ManagersEvaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions.32mNo evidence yet
Industrial-Organizational PsychologistsFacilitate organizational development and change.31mNo evidence yet
Administrative Services ManagersAnalyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.29mNo evidence yet
Computer and Information Systems ManagersEvaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.26mOften handed to AI
LegislatorsReview bills in committee, and make recommendations about their future.24mNo evidence yet
Industrial Production ManagersCoordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.21mNo evidence yet
Treasurers and ControllersEvaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.17mNo evidence yet
Compensation and Benefits ManagersDevelop methods to improve employment policies, processes, and practices, and recommend changes to management.16mNo evidence yet
Postsecondary Education AdministratorsDevelop curricula, and recommend curricula revisions and additions.15mNo evidence yet
Food Service ManagersReview work procedures and operational problems to determine ways to improve service, performance, or safety.15mNo evidence yet
Fitness and Wellness CoordinatorsRecommend or approve new program or service offerings to promote wellness and fitness, produce revenues, or minimize costs.12mNo evidence yet
Loss Prevention ManagersRecommend improvements in loss prevention programs, staffing, scheduling, or training.11mNo evidence yet
Emergency Management DirectorsPropose alteration of emergency response procedures, based on regulatory changes, technological changes, or knowledge gained from outcomes of previous emergency situations.11mNo evidence yet
First-Line Supervisors of Housekeeping and Janitorial WorkersRecommend changes that could improve service and increase operational efficiency.6mWith AI
Marketing ManagersRecommend modifications to products, packaging, production processes, or other characteristics to improve the environmental soundness or sustainability of products.5mNo evidence yet
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping WorkersRecommend changes in working conditions or equipment used to increase crew efficiency.5mNo evidence yet
General and Operations ManagersRecommend locations for new facilities, or oversee the remodeling or renovating of current facilities.5mNo evidence yet
Kindergarten through Secondary Education AdministratorsReview and approve new programs, or recommend modifications to existing programs, submitting program proposals for school board approval as necessary.4mNo evidence yet
Chief ExecutivesRefer major policy matters to elected representatives for final decisions.under 1mNo 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.