Takeover Tracker

35%medium risk
Chemical Engineers
vs

53 shared · 32 different

core competencies

Side-by-Side Comparison

MetricChemical EngineersNanotechnology Engineering Technologists
Risk Score35.4%31.2%
Risk TierMedium RiskMedium Risk
Risk Percentile67th46th
Tasks at Risk (>50%)8 / 144 / 15
Median Salary$121,860$77,390
Employment20K64K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Design
Production and Processing
Engineering and Technology
Category Flexibility
Science
MathematicsAI-Vulnerable
Active LearningAI-Augmented
Complex Problem SolvingAI-Resistant
Systems Evaluation
Troubleshooting
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Engineers

32%

total discount

Nanotechnology Engineering Technologists

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemical Engineers

8 of 14 at risk
85%Prepare estimate of production costs and production progress reports for management.
83%Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.
56%Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.
55%Monitor and analyze data from processes and experiments.
55%Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

Nanotechnology Engineering Technologists

4 of 15 at risk
86%Prepare capability data, training materials, or other documentation for transfer of processes to production.
76%Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.
71%Collect or compile nanotechnology research or engineering data.
51%Contribute written material or data for grant or patent applications.
49%Mix raw materials or catalysts to manufacture nanoparticles according to specifications, ensuring proper particle size, shape, or organization.

Wage Comparison

Nanotechnology Engineering Technologists earns -$44,470(-36%) vs Chemical Engineers
Chemical EngineersNanotechnology Engineering Technologists
10th
$78,520$47,010
25th
$96,040$59,700
Median
$121,860$77,390
75th
$152,290$97,760
90th
$182,150$114,630

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Head-to-head task automation timeline
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