Takeover Tracker
46%medium risk
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
vs

44 shared · 14 different

core competencies

43%medium risk
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

MetricCleaning, Washing, and Metal Pickling Equipment Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score46.0%43.2%
Risk TierMedium RiskMedium Risk
Risk Percentile93th88th
Tasks at Risk (>50%)6 / 1113 / 15
Median Salary$41,460$45,190
Employment14K70K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Reaction Time
Control Precision
Quality Control Analysis
Operation Monitoring
Making Decisions and Solving Problems
Rate Control
Performing General Physical Activities
Visualization
Operation and Control
Inspecting Equipment, Structures, or Material
Depth Perception

Protective Factors

Higher values indicate stronger protection against AI displacement

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

total discount

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

6 of 11 at risk
88%Record gauge readings, materials used, processing times, or test results in production logs.
85%Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.
85%Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.
74%Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.
53%Examine and inspect machines to detect malfunctions.

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

13 of 15 at risk
86%Compute machine indexings and settings for specified dimensions and base reference points.
86%Maintain stocks of machine parts and machining tools.
85%Select machine tooling to be used, using knowledge of machine and production requirements.
84%Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
61%Inspect or measure finished workpieces to determine conformance to specifications, using measuring instruments, such as gauges or micrometers.

Wage Comparison

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns +$3,730(+9%) vs Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$32,770$34,980
25th
$37,140$38,420
Median
$41,460$45,190
75th
$48,280$51,380
90th
$56,590$61,550

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders2028–2035
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic2028–2035
20242030203520402045

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic has a longer runway before significant displacement, projected 0 years later than Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders.

Risk-Adjusted Salary

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

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

$22,376

from $41,460

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

$25,681

from $45,190

After adjusting for AI risk, Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic offers $3,306 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cleaning,

0

Unique to Grinding,

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Decision Complexity
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersGrinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Find transitions from Cleaning, Washing, and Metal Pickling Equipment Operators and TendersFind transitions from Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic