Takeover Tracker
28%medium risk
Robotics Technicians
vs

69 shared · 21 different

core competencies

40%medium risk
Manufacturing Production Technicians

Side-by-Side Comparison

MetricRobotics TechniciansManufacturing Production Technicians
Risk Score28.5%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile31th82th
Tasks at Risk (>50%)6 / 1510 / 15
Median Salary$70,760$77,390
Employment15K64K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Computers and Electronics
Written Comprehension
Deductive Reasoning
Identifying Objects, Actions, and Events
Inductive Reasoning
Finger Dexterity
Near Vision
Repairing
Information OrderingAI-Vulnerable
Manual DexterityAI-Resistant
Installation

Protective Factors

Higher values indicate stronger protection against AI displacement

Robotics Technicians

31%

total discount

Manufacturing Production Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Robotics Technicians

6 of 15 at risk
87%Maintain service records of robotic equipment or automated production systems.
62%Build or assemble robotic devices or systems.
57%Develop robotic path motions to maximize efficiency, safety, and quality.
55%Program complex robotic systems, such as vision systems.
53%Evaluate the efficiency and reliability of industrial robotic systems, reprogramming or calibrating to achieve maximum quantity and quality.

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.

Wage Comparison

Manufacturing Production Technicians earns +$6,630(+9%) vs Robotics Technicians
Robotics TechniciansManufacturing Production Technicians
10th
$47,770$47,010
25th
$58,570$59,700
Median
$70,760$77,390
75th
$87,320$97,760
90th
$109,580$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Robotics Technicians2028–2035
Manufacturing Production Technicians2028–2035
20242030203520402045

Robotics 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%)

Robotics Technicians

$50,608

from $70,760

Manufacturing Production Technicians

$46,063

from $77,390

After adjusting for AI risk, Robotics Technicians offers $4,545 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Robotics

0

Unique to Manufacturing

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Robotics TechniciansManufacturing Production Technicians
Find transitions from Robotics TechniciansFind transitions from Manufacturing Production Technicians