AITakeover Tracker
35%medium risk

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.

Green Increased DemandHigher risk than 67% of occupations

AI Impact Summary

Chemical Engineers faces moderate AI displacement risk with a score of 35/100. This occupation has higher AI displacement risk than 67% of all analyzed occupations. Of 14 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingSystems AnalysisJudgment and Decision MakingActive LearningMonitoringWritingTechnology Design

Recommended Courses

Courses matched to Chemical Engineers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

Courseraintermediate

Machine Learning Specialization

by Stanford / DeepLearning.AI

~10 weeks$49/mo4.9Certificate
Addresses vulnerability: Mathematics

Estimated Impact

-7.9pt risk+$7K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courseraintermediate

Systems Thinking In Practice

by The Open University

20 hours$49/mo4.5Certificate
Enhances AI augmentation: Systems Analysis

Estimated Impact

-5.6pt risk+$7K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Pluralsightadvanced

Design Patterns in C# and .NET

by Pluralsight

20 hours$29/mo4.6
Strengthens resilience: Complex Problem Solving

Estimated Impact

-2.3pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree82%
Doctoral/Professional Degree9%
Level 119%

Prior Experience Needed

Work experience required to enter this job

None36%
1-3 months5%
3-6 months9%
6 months - 1 year9%
1-2 years14%
2-4 years9%
4-6 years14%
Over 10 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

None9%
Up to 1 month27%
1-3 months14%
3-6 months18%
6 months - 1 year18%
1-2 years9%
2-4 years5%

How AI Impacts Each Task

14 tasks analyzed

Monitor and analyze data from processes and experiments.

Risk: 55.0%AI: 70EstimatedTime: 12%

Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.

Risk: 54.2%AI: 68.05ObservedTime: 5%

Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.

Risk: 47.0%AI: 50EstimatedTime: 10%

Troubleshoot problems with chemical manufacturing processes.

Risk: 47.6%AI: 51.55ObservedTime: 10%

Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.

Risk: 51.4%AI: 61ObservedTime: 8%

Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.

Risk: 39.0%AI: 30EstimatedTime: 8%

Conduct research to develop new and improved chemical manufacturing processes.

Risk: 49.0%AI: 55EstimatedTime: 8%

Prepare estimate of production costs and production progress reports for management.

Risk: 85.2%AI: 90EstimatedTime: 5%

Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.

Risk: 55.6%AI: 71.43ObservedTime: 6%

Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

Risk: 54.6%AI: 69ObservedTime: 5%

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.

Risk: 83.2%AI: 85EstimatedTime: 6%

Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.

Risk: 23.0%AI: 20EstimatedTime: 5%

Design and plan layout of equipment.

Risk: 49.0%AI: 55EstimatedTime: 4%

Develop computer models of chemical processes.

Risk: 51.0%AI: 60EstimatedTime: 8%

Protective Factors

Total protective discount: 31.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Analytical ThinkingIntegrityAttention to DetailDependabilityAchievement/EffortInitiativeInnovationPersistenceAdaptability/FlexibilityCooperationIndependenceStress Tolerance

Wage & Employment (2024)

Median Wage

$121,860

per year

Mean Wage

$128,430

per year

Employment

20K

workers

Wage Range

$78,520 - $182,150

10th - 90th pct

Wage Distribution

$78,520Median: $121,860$182,150
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Fire-Prevention and Protection Engineers

28%
Medium Risk

Median salary: $109,660

Higher risk than 31% of other occupations

Agricultural Engineers

29%
Medium Risk

Median salary: $84,630

Higher risk than 33% of other occupations

Environmental Engineers

29%
Medium Risk

Median salary: $104,170

Higher risk than 34% of other occupations

Energy Engineers

30%
Medium Risk

Median salary: $117,750

Higher risk than 36% of other occupations

Industrial Safety and Health Engineers

30%
Medium Risk

Median salary: $109,660

Higher risk than 38% of other occupations

Occupational Health and Safety Specialists

30%
Medium Risk

Higher risk than 40% of other occupations

Biochemical Engineers

31%
Medium Risk

Median salary: $117,750

Higher risk than 43% of other occupations

Logistics Engineers

31%
Medium Risk

Median salary: $80,880

Higher risk than 47% of other occupations

Mining and Geological Engineers, Including Mining Safety Engineers

33%
Medium Risk

Median salary: $101,020

Higher risk than 57% of other occupations

Food Scientists and Technologists

37%
Medium Risk

Median salary: $85,310

Higher risk than 72% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Chemical Engineers professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Negotiation

    Negotiation is AI-resistant — strengthening this skill provides durable career protection.

  • Persuasion

    Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-0.9

overall change

Checking for existing plan...

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