Takeover Tracker
28%medium risk

Human Resources Managers

Plan, direct, or coordinate human resources activities and staff of an organization.

Higher risk than 30% of occupations
Checking for existing plan...

How AI Impacts Each Task

26 tasks analyzed

Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.

Risk: 40.4%AI: 63.4ObservedTime: 9%

Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.

Risk: 41.0%AI: 65ObservedTime: 7%

Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.

Risk: 49.4%AI: 56.1ObservedTime: 5%

Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.

Risk: 17.0%AI: 5EstimatedTime: 6%

Represent organization at personnel-related hearings and investigations.

Risk: 19.0%AI: 10EstimatedTime: 3%

Identify staff vacancies and recruit, interview, and select applicants.

Risk: 38.5%AI: 58.7ObservedTime: 9%

Negotiate bargaining agreements and help interpret labor contracts.

Risk: 23.0%AI: 20EstimatedTime: 3%

Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.

Risk: 21.0%AI: 15EstimatedTime: 7%

Prepare personnel forecast to project employment needs.

Risk: 51.0%AI: 60EstimatedTime: 3%

Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.

Risk: 68.1%AI: 47.27ObservedTime: 4%

Investigate and report on industrial accidents for insurance carriers.

Risk: 39.0%AI: 30EstimatedTime: 2%

Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.

Risk: 49.3%AI: 55.73ObservedTime: 4%

Administer compensation, benefits, and performance management systems, and safety and recreation programs.

Risk: 86.0%AI: 92EstimatedTime: 6%

Plan, organize, direct, control, or coordinate the personnel, training, or labor relations activities of an organization.

Risk: 41.0%AI: 35EstimatedTime: 5%

Allocate human resources, ensuring appropriate matches between personnel.

Risk: 49.0%AI: 55EstimatedTime: 3%

Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.

Risk: 21.0%AI: 15EstimatedTime: 3%

Oversee the evaluation, classification, and rating of occupations and job positions.

Risk: 49.0%AI: 55EstimatedTime: 3%

Analyze training needs to design employee development, language training, and health and safety programs.

Risk: 51.2%AI: 60.5ObservedTime: 3%

Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.

Risk: 55.0%AI: 70EstimatedTime: 3%

Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.

Risk: 64.7%AI: 38.75ObservedTime: 4%

Prepare and follow budgets for personnel operations.

Risk: 84.0%AI: 87EstimatedTime: 3%

Conduct exit interviews to identify reasons for employee termination.

Risk: 27.0%AI: 30EstimatedTime: 2%

Develop, administer, and evaluate applicant tests.

Risk: 51.2%AI: 60.58ObservedTime: 2%

Develop or administer special projects in areas such as pay equity, savings bond programs, day care, and employee awards.

Risk: 43.0%AI: 40EstimatedTime: 2%

Contract with vendors to provide employee services, such as food service, transportation, or relocation service.

Risk: 23.0%AI: 20EstimatedTime: 2%

Provide terminated employees with outplacement or relocation assistance.

Risk: 27.0%AI: 30EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Human Resources Managers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk+$7K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$9K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.2pt risk+$10K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 3 scoring runs

-1.1

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Post-Secondary Certificate4%
Bachelor's Degree74%
Master's Degree9%
Doctoral/Professional Degree9%
Level 94%

Prior Experience Needed

Work experience required to enter this job

1-2 years4%
2-4 years13%
4-6 years54%
6-8 years13%
8-10 years17%

Training Provided After Hiring

How long it typically takes to learn on the job

None33%
Up to 1 month17%
1-3 months8%
3-6 months8%
6 months - 1 year21%
1-2 years8%
4-6 years4%

Related News

Recent articles about AI affecting this occupation

5 articles

Corporate Training Leaders Lose Influence as Upskilling Needs Shift

Learning and Development departments are losing their strategic seat at the table just as workforce reskilling becomes critical. Workers are increasingly bypassing formal corporate training programs in favor of direct guidance from their immediate supervisors.

HR Dive2d ago

AI-Generated CVs Have Broken the First Stage of Recruitment

The flood of ChatGPT-written resumes has rendered traditional applicant screening obsolete. Recruiters can no longer rely on polished, keyword-optimized CVs to filter candidates, forcing companies to rethink how they evaluate early-stage applicants.

StaffingHub2d ago

CHROs Shift Focus to Highly Specialized Tech Talent

Despite broader economic challenges, human resources leaders remain confident in hiring but are narrowing their focus to highly specialized skill sets. Generalist roles may face pressure as companies prioritize targeted expertise.

HR Dive2d ago

Employers Ignore Digital Skill Badges in Hiring, Research Shows

Despite the push for skills-based hiring, recruiters are largely ignoring digital credentials and micro-certifications. These badges must integrate better into applicant tracking systems to actually influence hiring decisions.

HR Dive3d ago

UnitedHealthcare CEO Details How AI is Reshaping Employer Insurance

UnitedHealthcare's CEO of Employer & Individual divisions outlined how the insurer is deploying AI and digital tools to alter benefit designs. The shift signals that corporate HR departments will increasingly rely on automated systems.

Fierce Healthcare4d ago

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis