Takeover Tracker

vs

53 shared · 20 different

core competencies

Side-by-Side Comparison

MetricChemical Plant and System OperatorsTool Grinders, Filers, and Sharpeners
Risk Score42.7%38.5%
Risk TierMedium RiskMedium Risk
Risk Percentile86th77th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$73,540$48,970
Employment18K6K

Skill Comparison

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Sorted by largest difference

Chemistry
Getting Information
Organizing, Planning, and Prioritizing Work
Controlling Machines and Processes
Identifying Objects, Actions, and Events
Monitor Processes, Materials, or Surroundings
Evaluating Information to Determine Compliance with Standards
Handling and Moving Objects
Public Safety and Security
MathematicsAI-Vulnerable
Judging the Qualities of Things, Services, or People
MonitoringAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Plant and System Operators

25%

total discount

Tool Grinders, Filers, and Sharpeners

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemical Plant and System Operators

7 of 15 at risk
89%Record operating data, such as process conditions, test results, or instrument readings.
89%Calculate material requirements or yields according to formulas.
87%Monitor recording instruments, flowmeters, panel lights, or other indicators and listen for warning signals, to verify conformity of process conditions.
86%Move control settings to make necessary adjustments on equipment units affecting speeds of chemical reactions, quality, or yields.
63%Control or operate chemical processes or systems of machines, using panelboards, control boards, or semi-automatic equipment.

Tool Grinders, Filers, and Sharpeners

8 of 15 at risk
84%Study blueprints or layouts of metal workpieces to determine grinding procedures, and to plan machine setups and operational sequences.
78%Compute numbers, widths, and angles of cutting tools, micrometers, scales, and gauges, and adjust tools to produce specified cuts.
76%Inspect dies to detect defects, assess wear, and verify specifications, using micrometers, steel gauge pins, and loupes.
61%Monitor machine operations to determine whether adjustments are necessary, stopping machines when problems occur.
59%Remove finished workpieces from machines and place them in boxes or on racks, setting aside pieces that are defective.

Wage Comparison

Tool Grinders, Filers, and Sharpeners earns -$24,570(-33%) vs Chemical Plant and System Operators
Chemical Plant and System OperatorsTool Grinders, Filers, and Sharpeners
10th
$48,000$33,770
25th
$57,080$39,520
Median
$73,540$48,970
75th
$98,050$60,210
90th
$107,790$74,120

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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