Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Operate or tend heating equipment other than basic metal, plastic, or food processing equipment. Includes activities, such as annealing glass, drying lumber, curing rubber, removing moisture from materials, or boiling soap.
How AI Impacts Each Task
18 tasks analyzed
Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems.
Press and adjust controls to activate, set, and regulate equipment according to specifications.
Record gauge readings, test results, and shift production in log books.
Stop equipment and clear blockages or jams, using fingers, wire, or hand tools.
Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.
Load equipment receptacles or conveyors with material to be processed, by hand or using hoists.
Remove products from equipment, manually or using hoists, and prepare them for storage, shipment, or additional processing.
Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
Transport materials and products to and from work areas, manually or using carts, handtrucks, or hoists.
Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.
Weigh or measure specified amounts of ingredients or materials for processing, using devices such as scales and calipers.
Direct crane operators and crew members to load vessels with materials to be processed.
Feed fuel, such as coal and coke, into fireboxes or onto conveyors, and remove ashes from furnaces, using shovels and buckets.
Replace worn or defective equipment parts, using hand tools.
Clean, lubricate, and adjust equipment, using scrapers, solvents, air hoses, oil, and hand tools.
Sprinkle chemicals on the surface of molten metal to bring impurities to surface and remove impurities, using strainers.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Monitor equipment operation, gauges, and panel lights to detect deviations from standards. | 92Estimated | 86.0% | 12% | |
| Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems. | 40Estimated | 31.0% | 4% | |
| Press and adjust controls to activate, set, and regulate equipment according to specifications. | 56.25Observed | 55.5% | 10% | |
| Record gauge readings, test results, and shift production in log books. | 97Estimated | 88.0% | 5% | |
| Stop equipment and clear blockages or jams, using fingers, wire, or hand tools. | 5Estimated | 11.0% | 4% | |
| Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules. | 92Estimated | 86.0% | 5% | |
| Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications. | 39.83Observed | 48.9% | 5% | |
| Load equipment receptacles or conveyors with material to be processed, by hand or using hoists. | 60Estimated | 57.0% | 10% | |
| Remove products from equipment, manually or using hoists, and prepare them for storage, shipment, or additional processing. | 60Estimated | 57.0% | 10% | |
| Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions. | 95Estimated | 87.2% | 4% | |
| Transport materials and products to and from work areas, manually or using carts, handtrucks, or hoists. | 75Estimated | 63.0% | 8% | |
| Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures. | 90Estimated | 85.2% | 5% | |
| Weigh or measure specified amounts of ingredients or materials for processing, using devices such as scales and calipers. | 80Estimated | 65.0% | 4% | |
| Direct crane operators and crew members to load vessels with materials to be processed. | 30Estimated | 27.0% | 2% | |
| Feed fuel, such as coal and coke, into fireboxes or onto conveyors, and remove ashes from furnaces, using shovels and buckets. | 40Estimated | 49.0% | 4% | |
| Replace worn or defective equipment parts, using hand tools. | 10Estimated | 13.0% | 3% | |
| Clean, lubricate, and adjust equipment, using scrapers, solvents, air hoses, oil, and hand tools. | 35Estimated | 47.0% | 3% | |
| Sprinkle chemicals on the surface of molten metal to bring impurities to surface and remove impurities, using strainers. | 40Estimated | 49.0% | 2% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension 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.
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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Instructing 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
Related News
Recent articles about AI affecting this occupation
AI Integration in US Cement Production Signals Shift in Manufacturing Jobs
The domestic construction materials industry is adopting artificial intelligence to optimize cement and concrete production. This modernization effort will likely require plant workers to upskill as traditional manufacturing processes become automated.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis