Chemical Plant and System Operators
Control or operate entire chemical processes or system of machines.
How AI Impacts Each Task
19 tasks analyzed
Monitor recording instruments, flowmeters, panel lights, or other indicators and listen for warning signals, to verify conformity of process conditions.
Regulate or shut down equipment during emergency situations, as directed by supervisory personnel.
Control or operate chemical processes or systems of machines, using panelboards, control boards, or semi-automatic equipment.
Move control settings to make necessary adjustments on equipment units affecting speeds of chemical reactions, quality, or yields.
Inspect operating units, such as towers, soap-spray storage tanks, scrubbers, collectors, or driers to ensure that all are functioning and to maintain maximum efficiency.
Draw samples of products and conduct quality control tests to monitor processing and to ensure that standards are met.
Patrol work areas to ensure that solutions in tanks or troughs are not in danger of overflowing.
Record operating data, such as process conditions, test results, or instrument readings.
Turn valves to regulate flow of products or byproducts through agitator tanks, storage drums, or neutralizer tanks.
Interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments.
Confer with technical and supervisory personnel to report or resolve conditions affecting safety, efficiency, or product quality.
Start pumps to wash and rinse reactor vessels, to exhaust gases or vapors, to regulate the flow of oil, steam, air, or perfume to towers, or to add products to converter or blending vessels.
Gauge tank levels, using calibrated rods.
Notify maintenance, stationary-engineering, or other auxiliary personnel to correct equipment malfunctions or to adjust power, steam, water, or air supplies.
Calculate material requirements or yields according to formulas.
Repair or replace damaged equipment.
Direct workers engaged in operating machinery that regulates the flow of materials and products.
Supervise the cleaning of towers, strainers, or spray tips.
Defrost frozen valves, using steam hoses.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Monitor recording instruments, flowmeters, panel lights, or other indicators and listen for warning signals, to verify conformity of process conditions. | 95Estimated | 87.2% | 12% | |
| Regulate or shut down equipment during emergency situations, as directed by supervisory personnel. | 10Estimated | 13.0% | 2% | |
| Control or operate chemical processes or systems of machines, using panelboards, control boards, or semi-automatic equipment. | 75Estimated | 63.0% | 12% | |
| Move control settings to make necessary adjustments on equipment units affecting speeds of chemical reactions, quality, or yields. | 92Estimated | 86.0% | 8% | |
| Inspect operating units, such as towers, soap-spray storage tanks, scrubbers, collectors, or driers to ensure that all are functioning and to maintain maximum efficiency. | 40Estimated | 49.0% | 8% | |
| Draw samples of products and conduct quality control tests to monitor processing and to ensure that standards are met. | 35Estimated | 47.0% | 8% | |
| Patrol work areas to ensure that solutions in tanks or troughs are not in danger of overflowing. | 45Estimated | 51.0% | 5% | |
| Record operating data, such as process conditions, test results, or instrument readings. | 100Estimated | 89.2% | 6% | |
| Turn valves to regulate flow of products or byproducts through agitator tanks, storage drums, or neutralizer tanks. | 30Estimated | 45.0% | 5% | |
| Interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments. | 65Estimated | 53.0% | 6% | |
| Confer with technical and supervisory personnel to report or resolve conditions affecting safety, efficiency, or product quality. | 35Estimated | 29.0% | 4% | |
| Start pumps to wash and rinse reactor vessels, to exhaust gases or vapors, to regulate the flow of oil, steam, air, or perfume to towers, or to add products to converter or blending vessels. | 40Estimated | 49.0% | 4% | |
| Gauge tank levels, using calibrated rods. | 25Estimated | 43.0% | 3% | |
| Notify maintenance, stationary-engineering, or other auxiliary personnel to correct equipment malfunctions or to adjust power, steam, water, or air supplies. | 50Estimated | 35.0% | 3% | |
| Calculate material requirements or yields according to formulas. | 100Estimated | 89.2% | 4% | |
| Repair or replace damaged equipment. | 10Estimated | 13.0% | 4% | |
| Direct workers engaged in operating machinery that regulates the flow of materials and products. | 30Estimated | 27.0% | 2% | |
| Supervise the cleaning of towers, strainers, or spray tips. | 25Estimated | 25.0% | 2% | |
| Defrost frozen valves, using steam hoses. | 10Estimated | 13.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Information Ordering 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.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
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Score History
Risk score over 2 scoring runs
overall change
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
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis