Takeover Tracker

35%medium risk
Chemical Engineers
vs

70 shared · 17 different

core competencies

32%medium risk
Materials Engineers

Side-by-Side Comparison

MetricChemical EngineersMaterials Engineers
Risk Score35.4%31.7%
Risk TierMedium RiskMedium Risk
Risk Percentile67th49th
Tasks at Risk (>50%)8 / 146 / 15
Median Salary$121,860$108,310
Employment20K23K

Skill Comparison

|

Sorted by largest difference

Design
Controlling Machines and Processes
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Systems Evaluation
Processing Information
Developing and Building Teams
Public Safety and Security
Coordinating the Work and Activities of Others
Science
Inspecting Equipment, Structures, or Material
Systems AnalysisAI-Augmented
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemical Engineers

32%

total discount

Materials 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.

Materials Engineers

6 of 15 at risk
86%Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.
84%Monitor material performance and evaluate material deterioration.
76%Conduct or supervise tests on raw materials or finished products to ensure their quality.
53%Review new product plans and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
51%Evaluate technical specifications and economic factors relating to process or product design objectives.

Wage Comparison

Materials Engineers earns -$13,550(-11%) vs Chemical Engineers
Chemical EngineersMaterials Engineers
10th
$78,520$68,040
25th
$96,040$85,820
Median
$121,860$108,310
75th
$152,290$138,370
90th
$182,150$172,000

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