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.
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)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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 Solving is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
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
Machine Learning Specialization
by Stanford / DeepLearning.AI
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Systems Thinking In Practice
by The Open University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Design Patterns in C# and .NET
by Pluralsight
Estimated Impact
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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
14 tasks analyzed
Monitor and analyze data from processes and experiments.
Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.
Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.
Troubleshoot problems with chemical manufacturing processes.
Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.
Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.
Conduct research to develop new and improved chemical manufacturing processes.
Prepare estimate of production costs and production progress reports for management.
Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.
Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.
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.
Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.
Design and plan layout of equipment.
Develop computer models of chemical processes.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Monitor and analyze data from processes and experiments. | 70Estimated | 55.0% | 12% | |
| Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions. | 68.05Observed | 54.2% | 5% | |
| Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes. | 50Estimated | 47.0% | 10% | |
| Troubleshoot problems with chemical manufacturing processes. | 51.55Observed | 47.6% | 10% | |
| Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations. | 61Observed | 51.4% | 8% | |
| Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant. | 30Estimated | 39.0% | 8% | |
| Conduct research to develop new and improved chemical manufacturing processes. | 55Estimated | 49.0% | 8% | |
| Prepare estimate of production costs and production progress reports for management. | 90Estimated | 85.2% | 5% | |
| Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations. | 71.43Observed | 55.6% | 6% | |
| Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying. | 69Observed | 54.6% | 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. | 85Estimated | 83.2% | 6% | |
| Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment. | 20Estimated | 23.0% | 5% | |
| Design and plan layout of equipment. | 55Estimated | 49.0% | 4% | |
| Develop computer models of chemical processes. | 60Estimated | 51.0% | 8% |
Protective Factors
Total protective discount: 31.8%
Essential Soft Skills
Traits that are hard for AI to replicate
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
Explore other career paths
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Alternate Career Paths
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Environmental Engineers
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Energy Engineers
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Industrial Safety and Health Engineers
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Higher risk than 43% of other occupations
Logistics Engineers
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Higher risk than 47% of other occupations
Mining and Geological Engineers, Including Mining Safety Engineers
33%Median salary: $101,020
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Food Scientists and Technologists
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Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
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
overall change
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