AI JOB RISK SCANNER
O*NET-SOC 17-2041.00 / model V11 rated-task engine

Will AI replace
Chemical Engineers?

Design chemical plant equipment and devise processes for manufacturing chemicals and products, such as gasoline, synthetic rubber, plastics, detergents, cement, paper, and pulp, by applying principles and technology of chemistry, physics, and engineering.

Estimated AI task exposure
79%

High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

14 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

83/100

Physical moat

36/100

Human moat

18/100

Rating coverage

100%

14 task statements / 14 rated

Highest-weighted occupation tasks

Troubleshoot problems with chemical manufacturing processes.
Importance 82/100Relevance 100/100Frequency 49/100Weight 0.80
Monitor and analyze data from processes and experiments.
Importance 81/100Relevance 91/100Frequency 60/100Weight 0.80
Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.
Importance 79/100Relevance 100/100Frequency 46/100Weight 0.79
Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.
Importance 86/100Relevance 100/100Frequency 26/100Weight 0.76
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.
Importance 65/100Relevance 87/100Frequency 42/100Weight 0.68
Prepare estimate of production costs and production progress reports for management.
Importance 68/100Relevance 91/100Frequency 31/100Weight 0.68
Design and plan layout of equipment.
Importance 69/100Relevance 96/100Frequency 21/100Weight 0.67
Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.
Importance 60/100Relevance 100/100Frequency 19/100Weight 0.65
Conduct research to develop new and improved chemical manufacturing processes.
Importance 64/100Relevance 83/100Frequency 36/100Weight 0.64
Develop computer models of chemical processes.
Importance 52/100Relevance 100/100Frequency 23/100Weight 0.63

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

$125,040

BLS OEWS May 2025

National employment

21,070

BLS OEWS May 2025

Projected growth

+4.7%

BLS Employment Projections 2025–2035

Average annual openings

1

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

74 points lower exposure • 60% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

74 points lower exposure • 60% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Mobile Heavy Equipment Mechanics, Except Engines

5%

74 points lower exposure • 60% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Layout Workers, Metal and Plastic

6%

73 points lower exposure • 62% profile similarity

Median wage: $63,870 Growth 2025–2035: -3.4% Annual openings: 0

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Wind Turbine Service Technicians

5%

74 points lower exposure • 60% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

70 points lower exposure • 62% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, less digital task exposure

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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