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AI Automation Index
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Compensation, Benefits, and Job Analysis Specialists. Run the upskilling simulator.
AI Vulnerability
Median Salary
Growth Demand
We parsed O*NET's 22 constituent tasks for this occupation and classified them by AI threat risk.
Automate your routine tasks and design your day around strategic advisory to future-proof this score.
Simulate Upskilling →Administer employee insurance, pension, and savings plans, working with insurance brokers and plan carriers.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Ensure company compliance with federal and state laws, including reporting requirements.
Semi-structured task combining routine and non-routine responsibilities.
Research employee benefit and health and safety practices, and recommend changes or modifications to existing policies.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Plan and develop curricula and materials for training programs and conduct training.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Assist in preparing and maintaining personnel records and handbooks.
Routine cognitive or manual task with high vulnerability to automation.
Develop and administer compensation programs, such as merit or incentive pay.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Evaluate job positions, determining classification, exempt or non-exempt status, and salary.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Prepare occupational classifications, job descriptions, and salary scales.
Semi-structured task combining routine and non-routine responsibilities.
Consult with, or serve as, technical liaison between business, industry, government, and union officials.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop, implement, administer, and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Provide advice on the resolution of classification and salary complaints.
Semi-structured task combining routine and non-routine responsibilities.
Negotiate collective agreements on behalf of employers or workers, and mediate labor disputes and grievances.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Assess need for and develop job analysis instruments and materials.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Observe, interview, and survey employees and conduct focus group meetings to collect job, organizational, and occupational information.
Semi-structured task combining routine and non-routine responsibilities.
Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Research job and worker requirements, structural and functional relationships among jobs and occupations, and occupational trends.
Semi-structured task combining routine and non-routine responsibilities.
Prepare reports, such as organization and flow charts and career path reports, to summarize job analysis and evaluation and compensation analysis information.
Semi-structured task combining routine and non-routine responsibilities.
Advise staff of individuals' qualifications.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Prepare research results for publication in form of journals, books, manuals, and film.
Semi-structured task combining routine and non-routine responsibilities.
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O*NET Methodology
This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.
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