Takeover Tracker
vs

57 shared · 17 different

core competencies

Side-by-Side Comparison

MetricRegulatory Affairs ManagersLabor Relations Specialists
Risk Score31.2%30.1%
Risk TierMedium RiskMedium Risk
Risk Percentile45th40th
Tasks at Risk (>50%)4 / 153 / 15
Median Salary$136,550$93,500
Employment631K65K

Skill Comparison

|

Sorted by largest difference

Personnel and Human Resources
Resolving Conflicts and Negotiating with Others
Communicating with Persons Outside Organization
Judging the Qualities of Things, Services, or People
PersuasionAI-Resistant
Selling or Influencing Others
NegotiationAI-Resistant
Staffing Organizational Units
Thinking Creatively
Clerical
Updating and Using Relevant Knowledge
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Regulatory Affairs Managers

33%

total discount

Labor Relations Specialists

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Regulatory Affairs Managers

4 of 15 at risk
66%Review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.
55%Monitor regulatory affairs trends related to environmental issues.
53%Monitor regulatory affairs activities to ensure their alignment with corporate sustainability or green initiatives.
51%Evaluate regulatory affairs aspects that are specifically green, such as the use of toxic substances in packaging, carbon footprinting issues, or green policy implementation.
49%Direct the preparation and submission of regulatory agency applications, reports, or correspondence.

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 -$43,050(-32%) vs Regulatory Affairs Managers
Regulatory Affairs ManagersLabor Relations Specialists
10th
$68,860$49,880
25th
$100,010$67,670
Median
$136,550$93,500
75th
$179,190$123,090
90th
$227,590$153,440

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Regulatory Affairs Managers20282035
Labor Relations Specialists20282035
20242030203520402045

Labor Relations Specialists has a longer runway before significant displacement, projected 0 years later than Regulatory Affairs Managers.

Risk-Adjusted Salary

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

Regulatory Affairs Managers

$94,015

from $136,550

Labor Relations Specialists

$65,319

from $93,500

After adjusting for AI risk, Regulatory Affairs Managers offers $28,696 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Regulatory

0

Unique to Labor

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Creativity
Fine Manipulation
Regulatory Affairs ManagersLabor Relations Specialists