Takeover Tracker
30%medium risk
Industrial Production Managers
vs

75 shared · 20 different

core competencies

39%medium risk
Gaming Managers

Side-by-Side Comparison

MetricIndustrial Production ManagersGaming Managers
Risk Score29.8%38.9%
Risk TierMedium RiskMedium Risk
Risk Percentile38th78th
Tasks at Risk (>50%)7 / 147 / 15
Median Salary$121,440$85,580
Employment234K5K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Mechanical
Controlling Machines and Processes
Management of Material Resources
Developing Objectives and Strategies
Personnel and Human Resources
Thinking Creatively
Selling or Influencing Others
Quality Control Analysis
Sales and Marketing
Customer and Personal Service
Service OrientationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial Production Managers

34%

total discount

Gaming Managers

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Industrial Production Managers

7 of 14 at risk
86%Prepare and maintain production reports or personnel records.
57%Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies.
55%Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports, to detect production problems.
55%Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.
53%Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.

Gaming Managers

7 of 15 at risk
86%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 -$35,860(-30%) vs Industrial Production Managers
Industrial Production ManagersGaming Managers
10th
$74,900$51,670
25th
$94,620$70,190
Median
$121,440$85,580
75th
$156,330$120,490
90th
$197,310$165,220

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Industrial Production Managers2028–2035
Gaming Managers2028–2035
20242030203520402045

Industrial Production Managers 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%)

Industrial Production Managers

$85,239

from $121,440

Gaming Managers

$52,264

from $85,580

After adjusting for AI risk, Industrial Production Managers offers $32,975 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Industrial

0

Unique to Gaming

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Industrial Production ManagersGaming Managers
Find transitions from Industrial Production ManagersFind transitions from Gaming Managers