Takeover Tracker
28%medium risk
General and Operations Managers
vs

72 shared · 10 different

core competencies

34%medium risk
First-Line Supervisors of Office and Administrative Support Workers

Side-by-Side Comparison

MetricGeneral and Operations ManagersFirst-Line Supervisors of Office and Administrative Support Workers
Risk Score28.0%34.1%
Risk TierMedium RiskMedium Risk
Risk Percentile29th62th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$102,950$66,140
Employment3.6M1.5M

Skill Comparison

|

Sorted by largest difference

Production and Processing
Sales and Marketing
Performing for or Working Directly with the Public
Personnel and Human Resources
Economics and Accounting
Clerical
Selling or Influencing Others
Administration and Management
MathematicsAI-Vulnerable
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

General and Operations Managers

33%

total discount

First-Line Supervisors of Office and Administrative Support Workers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

General and Operations Managers

5 of 15 at risk
86%Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.
85%Prepare staff work schedules and assign specific duties.
71%Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.
53%Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.
51%Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

First-Line Supervisors of Office and Administrative Support Workers

6 of 15 at risk
86%Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.
71%Develop work schedules according to budgets and workloads.
69%Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.
65%Prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.
60%Compute figures such as balances, totals, or commissions.

Wage Comparison

First-Line Supervisors of Office and Administrative Support Workers earns -$36,810(-36%) vs General and Operations Managers
General and Operations ManagersFirst-Line Supervisors of Office and Administrative Support Workers
10th
$47,420$43,920
25th
$67,160$53,190
Median
$102,950$66,140
75th
$164,130$82,340
90th
$239,200$102,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

General and Operations Managers2028–2035
First-Line Supervisors of Office and Administrative Support Workers2028–2035
20242030203520402045

General and Operations Managers has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Office and Administrative Support Workers.

Risk-Adjusted Salary

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

General and Operations Managers

$74,155

from $102,950

First-Line Supervisors of Office and Administrative Support Workers

$43,573

from $66,140

After adjusting for AI risk, General and Operations Managers offers $30,582 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to General

0

Unique to First-Line

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Decision Complexity
General and Operations ManagersFirst-Line Supervisors of Office and Administrative Support Workers
Find transitions from General and Operations ManagersFind transitions from First-Line Supervisors of Office and Administrative Support Workers