Takeover Tracker

36%medium risk
Chemists
vs

57 shared · 28 different

core competencies

Side-by-Side Comparison

MetricChemistsNuclear Monitoring Technicians
Risk Score35.8%35.9%
Risk TierMedium RiskMedium Risk
Risk Percentile68th68th
Tasks at Risk (>50%)9 / 137 / 15
Median Salary$84,150$104,240
Employment83K6K

Skill Comparison

|

Sorted by largest difference

Chemistry
Science
MathematicsAI-Vulnerable
Performing General Physical Activities
Engineering and Technology
Mathematical Reasoning
Interacting With Computers
Interpreting the Meaning of Information for Others
WritingAI-Augmented
Physics
Complex Problem SolvingAI-Resistant
Equipment MaintenanceAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemists

30%

total discount

Nuclear Monitoring Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemists

9 of 13 at risk
86%Purchase laboratory supplies, such as chemicals, when supplies are low or near their expiration date.
78%Conduct quality control tests.
59%Write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.
55%Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.
53%Evaluate laboratory safety procedures to ensure compliance with standards or to make improvements as needed.

Nuclear Monitoring Technicians

7 of 15 at risk
88%Inform supervisors when individual exposures or area radiation levels approach maximum permissible limits.
86%Monitor personnel to determine the amounts and intensities of radiation exposure.
84%Document results from radiation and contamination surveys.
84%Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation.
80%Write radiological work permits.

Wage Comparison

Nuclear Monitoring Technicians earns +$20,090(+24%) vs Chemists
ChemistsNuclear Monitoring Technicians
10th
$53,210$64,370
25th
$63,930$83,330
Median
$84,150$104,240
75th
$120,210$113,710
90th
$154,430$126,890

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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