Coil Winders, Tapers, and Finishers
Wind wire coils used in electrical components, such as resistors and transformers, and in electrical equipment and instruments, such as field cores, bobbins, armature cores, electrical motors, generators, and control equipment.
AI Impact Summary
Coil Winders, Tapers, and Finishers faces moderate AI displacement risk with a score of 40/100. This occupation has higher AI displacement risk than 79% of all analyzed occupations. Of 11 analyzed tasks, 3 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.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Information Ordering 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.
Mathematics 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.
Adaptability/Flexibility 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.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Coil Winders, Tapers, and Finishers 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
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
11 tasks analyzed
Operate or tend wire-coiling machines to wind wire coils used in electrical components such as resistors and transformers, and in electrical equipment and instruments such as bobbins and generators.
Attach, alter, and trim materials such as wire, insulation, and coils, using hand tools.
Cut, strip, and bend wire leads at ends of coils, using pliers and wire scrapers.
Review work orders and specifications to determine materials needed and types of parts to be processed.
Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results.
Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.
Record production and operational data on specified forms.
Line slots with sheet insulation, and insert coils into slots.
Apply solutions or paints to wired electrical components, using hand tools, and bake components.
Stop machines to remove completed components, using hand tools.
Disassemble and assemble motors, and repair and maintain electrical components and machinery parts, using hand tools.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Operate or tend wire-coiling machines to wind wire coils used in electrical components such as resistors and transformers, and in electrical equipment and instruments such as bobbins and generators. | 45Estimated | 51.0% | 25% | |
| Attach, alter, and trim materials such as wire, insulation, and coils, using hand tools. | 35Estimated | 47.0% | 15% | |
| Cut, strip, and bend wire leads at ends of coils, using pliers and wire scrapers. | 35Estimated | 47.0% | 15% | |
| Review work orders and specifications to determine materials needed and types of parts to be processed. | 92Estimated | 86.0% | 5% | |
| Examine and test wired electrical components such as motors, armatures, and stators, using measuring devices, and record test results. | 67Estimated | 76.0% | 8% | |
| Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes. | 40Estimated | 49.0% | 10% | |
| Record production and operational data on specified forms. | 97Estimated | 88.0% | 5% | |
| Line slots with sheet insulation, and insert coils into slots. | 30Estimated | 45.0% | 5% | |
| Apply solutions or paints to wired electrical components, using hand tools, and bake components. | 40Estimated | 49.0% | 4% | |
| Stop machines to remove completed components, using hand tools. | 40Estimated | 49.0% | 4% | |
| Disassemble and assemble motors, and repair and maintain electrical components and machinery parts, using hand tools. | 10Estimated | 13.0% | 4% |
Protective Factors
Total protective discount: 25.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$47,260
per year
Mean Wage
$48,940
per year
Employment
12K
workers
Wage Range
$35,180 - $62,790
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Coil Winders, Tapers, and Finishers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Information Ordering
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics 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.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness 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.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking 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.
- Writing
Writing 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