Takeover Tracker
40%medium risk
Manufacturing Production Technicians
vs

72 shared · 15 different

core competencies

29%medium risk
Geothermal Technicians

Side-by-Side Comparison

MetricManufacturing Production TechniciansGeothermal Technicians
Risk Score40.5%28.6%
Risk TierMedium RiskMedium Risk
Risk Percentile82th32th
Tasks at Risk (>50%)10 / 156 / 15
Median Salary$77,390$48,640
Employment64K184K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events
Performing General Physical Activities
Provide Consultation and Advice to Others
Production and Processing
Interacting With Computers
Chemistry
Auditory Attention
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Production Technicians

30%

total discount

Geothermal Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Production Technicians

10 of 15 at risk
86%Plan and lay out work to meet production and schedule requirements.
82%Select cleaning materials, tools, or equipment.
78%Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
65%Inspect finished products for quality and adherence to customer specifications.
61%Test products or subassemblies for functionality or quality.

Geothermal Technicians

6 of 15 at risk
88%Collect and record data associated with operating geothermal power plants or well fields.
86%Adjust power production systems to meet load and distribution demands.
86%Prepare and maintain logs, reports, or other documentation of work performed.
84%Monitor and adjust operations of geothermal power plant equipment or systems.
55%Determine whether emergency or auxiliary systems will be needed to keep properties heated or cooled in extreme weather conditions.

Wage Comparison

Geothermal Technicians earns -$28,750(-37%) vs Manufacturing Production Technicians
Manufacturing Production TechniciansGeothermal Technicians
10th
$47,010$35,270
25th
$59,700$40,700
Median
$77,390$48,640
75th
$97,760$61,090
90th
$114,630$77,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufacturing Production Technicians2028–2035
Geothermal Technicians2028–2035
20242030203520402045

Geothermal Technicians has a longer runway before significant displacement, projected 0 years later than Manufacturing Production Technicians.

Risk-Adjusted Salary

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

Manufacturing Production Technicians

$46,063

from $77,390

Geothermal Technicians

$34,710

from $48,640

After adjusting for AI risk, Manufacturing Production Technicians offers $11,353 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufacturing

0

Unique to Geothermal

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Creativity
Regulatory Barriers
Manufacturing Production TechniciansGeothermal Technicians
Find transitions from Manufacturing Production TechniciansFind transitions from Geothermal Technicians