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AI Automation Index
Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Labor Relations Specialists. Run the upskilling simulator.
AI Vulnerability
Median Salary
Growth Demand
We parsed O*NET's 28 constituent tasks for this occupation and classified them by AI threat risk.
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Simulate Upskilling →Negotiate collective bargaining agreements.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Investigate and evaluate union complaints or arguments to determine viability.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Propose resolutions for collective bargaining or other labor or contract negotiations.
Semi-structured task combining routine and non-routine responsibilities.
Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations.
Semi-structured task combining routine and non-routine responsibilities.
Interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.
Semi-structured task combining routine and non-routine responsibilities.
Prepare evidence for disciplinary hearings, including preparing witnesses to testify.
Semi-structured task combining routine and non-routine responsibilities.
Mediate discussions between employer and employee representatives in attempt to reconcile differences.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Review employer practices or employee data to ensure compliance with contracts on matters such as wages, hours, or conditions of employment.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Recommend collective bargaining strategies, goals, or objectives.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Monitor company or workforce adherence to labor agreements.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Call or meet with union, company, government, or other interested parties to discuss labor relations matters, such as contract negotiations or grievances.
Semi-structured task combining routine and non-routine responsibilities.
Assess risk levels associated with collective bargaining strategies.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Present the position of the company or of labor during arbitration or other labor negotiations.
Semi-structured task combining routine and non-routine responsibilities.
Identify alternatives to proposals of unions, employees, companies, or government agencies.
Semi-structured task combining routine and non-routine responsibilities.
Draft rules or regulations to govern collective bargaining activities in collaboration with company, government, or employee representatives.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Research case law or outcomes of previous case hearings.
Semi-structured task combining routine and non-routine responsibilities.
Write letters related to labor relations activities, such as letters to amend collective bargaining agreements, letters of dispute or conciliation, or letters to seek clarification of contract terms.
Semi-structured task combining routine and non-routine responsibilities.
Schedule or coordinate the details of grievance hearings or other meetings.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Review and approve employee disciplinary actions, such as written reprimands, suspensions, or terminations.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Select mediators or arbitrators for labor disputes or contract negotiations.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Assess the impact of union proposals on company or government operations.
Semi-structured cognitive task involving analysis, inspection, or monitoring.
Advise management on matters related to the administration of contracts or employee discipline or grievance procedures.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Train managers or supervisors on topics related to labor relations, such as working conditions, safety, or equal opportunity practices.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Provide expert testimony in legal proceedings related to labor relations or labor contracts.
Semi-structured task combining routine and non-routine responsibilities.
Develop employee health and safety policies.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Prepare reports or presentations to communicate employee satisfaction or related data to management.
Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.
Prepare and submit required governmental reports or forms related to labor relations matters, such as equal employment opportunity (EEO) forms, new hire forms, or minority compensation reports.
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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