Takeover Tracker

35%medium risk
Chemical Engineers
vs

67 shared · 22 different

core competencies

30%medium risk
Energy Engineers

Side-by-Side Comparison

MetricChemical EngineersEnergy Engineers
Risk Score35.4%29.6%
Risk TierMedium RiskMedium Risk
Risk Percentile67th36th
Tasks at Risk (>50%)8 / 147 / 15
Median Salary$121,860$117,750
Employment20K151K

Skill Comparison

|

Sorted by largest difference

Chemistry
Customer and Personal Service
Physics
Building and Construction
Computers and Electronics
Design
MathematicsAI-Vulnerable
Processing Information
Engineering and Technology
Communicating with Persons Outside Organization
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Category Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Engineers

32%

total discount

Energy Engineers

31%

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.

Energy Engineers

7 of 15 at risk
88%Verify energy bills and meter readings.
86%Prepare energy-related project reports or related documentation.
52%Monitor and analyze energy consumption.
51%Identify and recommend energy savings strategies to achieve more energy-efficient operation.
51%Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.

Wage Comparison

Energy Engineers earns -$4,110(-3%) vs Chemical Engineers
Chemical EngineersEnergy Engineers
10th
$78,520$62,840
25th
$96,040$85,750
Median
$121,860$117,750
75th
$152,290$152,670
90th
$182,150$183,510

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