Takeover Tracker
28%medium risk
Industrial-Organizational Psychologists
vs

56 shared · 24 different

core competencies

30%medium risk
Labor Relations Specialists

Side-by-Side Comparison

MetricIndustrial-Organizational PsychologistsLabor Relations Specialists
Risk Score27.8%30.1%
Risk TierMedium RiskMedium Risk
Risk Percentile29th40th
Tasks at Risk (>50%)5 / 153 / 15
Median Salary$109,840$93,500
Employment1K65K

Skill Comparison

|

Sorted by largest difference

Psychology
Resolving Conflicts and Negotiating with Others
Education and Training
MathematicsAI-Vulnerable
Personnel and Human Resources
Communicating with Persons Outside Organization
NegotiationAI-Resistant
Estimating the Quantifiable Characteristics of Products, Events, or Information
Law and Government
Analyzing Data or Information
Provide Consultation and Advice to Others
Mathematical Reasoning

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial-Organizational Psychologists

34%

total discount

Labor Relations Specialists

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Industrial-Organizational Psychologists

5 of 15 at risk
57%Formulate and implement training programs, applying principles of learning and individual differences.
53%Develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, or promotion.
53%Write articles, white papers, or reports to share research findings and educate others.
52%Review research literature to remain current on psychological science issues.
51%Identify training and development needs.

Labor Relations Specialists

3 of 15 at risk
84%Monitor company or workforce adherence to labor agreements.
73%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.
53%Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations.
49%Assess the impact of union proposals on company or government operations.
49%Propose resolutions for collective bargaining or other labor or contract negotiations.

Wage Comparison

Labor Relations Specialists earns -$16,340(-15%) vs Industrial-Organizational Psychologists
Industrial-Organizational PsychologistsLabor Relations Specialists
10th
$51,880$49,880
25th
$80,790$67,670
Median
$109,840$93,500
75th
$198,170$123,090
90th
$224,590$153,440

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Industrial-Organizational Psychologists2028–2035
Labor Relations Specialists2028–2035
20242030203520402045

Industrial-Organizational Psychologists has a longer runway before significant displacement, projected 0 years later than Labor Relations Specialists.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Industrial-Organizational Psychologists

$79,261

from $109,840

Labor Relations Specialists

$65,319

from $93,500

After adjusting for AI risk, Industrial-Organizational Psychologists offers $13,941 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Industrial-Organizational

0

Unique to Labor

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Regulatory Barriers
Decision Complexity
Creativity
Industrial-Organizational PsychologistsLabor Relations Specialists
Find transitions from Industrial-Organizational PsychologistsFind transitions from Labor Relations Specialists