Stationary Engineers and Boiler Operators vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Stationary Engineers and Boiler Operators

48 shared · 27 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 3–1

Metric	Stationary Engineers and Boiler Operators	Grinding and Polishing Workers, Hand
Risk Score	41.7%	37.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	85th	75th
Tasks at Risk (>50%)	6 / 15	6 / 15
Median Salary	$75,190	$41,690
Employment	31K	12K

Skill Comparison

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment

Analyzing Data or Information

Mechanical

Documenting/Recording Information

Repairing and Maintaining Electronic Equipment

Thinking Creatively

Interacting With Computers

Monitor Processes, Materials, or Surroundings

Identifying Objects, Actions, and Events

Inspecting Equipment, Structures, or Material

Updating and Using Relevant Knowledge

Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Stationary Engineers and Boiler Operators

30%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Stationary Engineers and Boiler Operators

6 of 15 at risk

88%Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.

85%Observe and interpret readings on gauges, meters, and charts registering various aspects of boiler operation to ensure that boilers are operating properly.

84%Monitor and inspect equipment, computer terminals, switches, valves, gauges, alarms, safety devices, and meters to detect leaks or malfunctions and to ensure that equipment is operating efficiently and safely.

84%Monitor boiler water, chemical, and fuel levels, and make adjustments to maintain required levels.

76%Test boiler water quality or arrange for testing and take necessary corrective action, such as adding chemicals to prevent corrosion and harmful deposits.

Grinding and Polishing Workers, Hand

6 of 15 at risk

89%Record product and processing data on specified forms.

85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.

81%Mark defects, such as knotholes, cracks, and splits, for repair.

77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.

77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$33,500(-45%) vs Stationary Engineers and Boiler Operators

Stationary Engineers and Boiler OperatorsGrinding and Polishing Workers, Hand

10th

$47,310$32,120

25th

$60,110$36,660

Median

$75,190$41,690

75th

$96,420$48,410

90th

$121,200$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Stationary Engineers and Boiler Operators2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Stationary Engineers and Boiler Operators.

Risk-Adjusted Salary

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

Stationary Engineers and Boiler Operators

$43,873

from $75,190

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Stationary Engineers and Boiler Operators offers $17,959 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Stationary

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation

Decision Complexity

Social Intelligence

Creativity

Stationary Engineers and Boiler OperatorsGrinding and Polishing Workers, Hand

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