Side-by-Side Comparison
Logisticians leads 4–1| Metric | Logisticians | Gaming Managers |
|---|---|---|
| Risk Score | 29.7% | 38.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 37th | 78th |
| Tasks at Risk (>50%) | 5 / 15 | 7 / 15 |
| Median Salary | $80,880 | $85,580 |
| Employment | 236K | 5K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Operations Analysis
Communicating with Persons Outside Organization
Selling or Influencing Others
Developing Objectives and Strategies
Production and Processing
Processing Information
Originality
Organizing, Planning, and Prioritizing Work
Judging the Qualities of Things, Services, or People
Visualization
Selective Attention
Protective Factors
Higher values indicate stronger protection against AI displacement
Logisticians
31%
total discount
Gaming Managers
32%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Logisticians
5 of 15 at risk86%Report project plans, progress, and results.
61%Protect and control proprietary materials.
56%Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.
53%Direct availability and allocation of materials, supplies, and finished products.
53%Redesign the movement of goods to maximize value and minimize costs.
Gaming Managers
7 of 15 at risk86%Track supplies of money to tables and perform any required paperwork.
86%Prepare work schedules and station arrangements and keep attendance records.
86%Review operational expenses, budget estimates, betting accounts, or collection reports for accuracy.
86%Record, collect, or pay off bets, issuing receipts as necessary.
84%Monitor staffing levels to ensure that games and tables are adequately staffed for each shift, arranging for staff rotations and breaks and locating substitute employees as necessary.
Wage Comparison
Gaming Managers earns +$4,700(+6%) vs Logisticians
LogisticiansGaming Managers
10th
$49,260$51,670
25th
$62,920$70,190
Median
$80,880$85,580
75th
$104,330$120,490
90th
$132,110$165,220
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Logisticians2028–2035
Gaming Managers2028–2035
20242030203520402045
Logisticians has a longer runway before significant displacement, projected 0 years later than Gaming Managers.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Logisticians
$56,851
from $80,880
Gaming Managers
$52,264
from $85,580
After adjusting for AI risk, Logisticians offers $4,587 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Logisticians
0
Unique to Gaming
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
LogisticiansGaming Managers