Tool and Die Makers
Analyze specifications, lay out metal stock, set up and operate machine tools, and fit and assemble parts to make and repair dies, cutting tools, jigs, fixtures, gauges, and machinists' hand tools.
AI Impact Summary
Tool and Die Makers faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 17% of all analyzed occupations. Of 18 analyzed tasks, 0 are highly automatable. 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.
Reading Comprehension 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.
Equipment Maintenance 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 Tool and Die Makers 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
Google UX Design Professional Certificate
by Google
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
18 tasks analyzed
Verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, or dial indicators.
Study blueprints, sketches, models, or specifications to plan sequences of operations for fabricating tools, dies, or assemblies.
Set up and operate conventional or computer numerically controlled machine tools such as lathes, milling machines, or grinders to cut, bore, grind, or otherwise shape parts to prescribed dimensions and finishes.
Visualize and compute dimensions, sizes, shapes, and tolerances of assemblies, based on specifications.
Inspect finished dies for smoothness, contour conformity, and defects.
Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools and hand tools.
Conduct test runs with completed tools or dies to ensure that parts meet specifications, making adjustments as necessary.
File, grind, shim, and adjust different parts to properly fit them together.
Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance.
Lift, position, and secure machined parts on surface plates or worktables, using hoists, vises, v-blocks, or angle plates.
Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders.
Develop and design new tools and dies, using computer-aided design software.
Design jigs, fixtures, and templates for use as work aids in the fabrication of parts or products.
Measure, mark, and scribe metal or plastic stock to lay out machining, using instruments such as protractors, micrometers, scribes, or rulers.
Set up and operate drill presses to drill and tap holes in parts for assembly.
Set pyrometer controls of heat-treating furnaces and feed or place parts, tools, or assemblies into furnaces to harden.
Cut, shape, and trim blanks or blocks to specified lengths or shapes, using power saws, power shears, rules, and hand tools.
Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools, hand tools, or welders.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, or dial indicators. | 65Estimated | 59.0% | 5% | |
| Study blueprints, sketches, models, or specifications to plan sequences of operations for fabricating tools, dies, or assemblies. | 70Estimated | 55.0% | 8% | |
| Set up and operate conventional or computer numerically controlled machine tools such as lathes, milling machines, or grinders to cut, bore, grind, or otherwise shape parts to prescribed dimensions and finishes. | 30Estimated | 21.0% | 15% | |
| Visualize and compute dimensions, sizes, shapes, and tolerances of assemblies, based on specifications. | 80Estimated | 59.0% | 5% | |
| Inspect finished dies for smoothness, contour conformity, and defects. | 75Estimated | 63.0% | 4% | |
| Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools and hand tools. | 5Estimated | 11.0% | 10% | |
| Conduct test runs with completed tools or dies to ensure that parts meet specifications, making adjustments as necessary. | 10Estimated | 13.0% | 5% | |
| File, grind, shim, and adjust different parts to properly fit them together. | 5Estimated | 11.0% | 8% | |
| Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance. | 80Estimated | 59.0% | 2% | |
| Lift, position, and secure machined parts on surface plates or worktables, using hoists, vises, v-blocks, or angle plates. | 30Estimated | 45.0% | 4% | |
| Smooth and polish flat and contoured surfaces of parts or tools, using scrapers, abrasive stones, files, emery cloths, or power grinders. | 10Estimated | 13.0% | 5% | |
| Develop and design new tools and dies, using computer-aided design software. | 75Estimated | 57.0% | 5% | |
| Design jigs, fixtures, and templates for use as work aids in the fabrication of parts or products. | 70Estimated | 55.0% | 4% | |
| Measure, mark, and scribe metal or plastic stock to lay out machining, using instruments such as protractors, micrometers, scribes, or rulers. | 20Estimated | 41.0% | 4% | |
| Set up and operate drill presses to drill and tap holes in parts for assembly. | 30Estimated | 45.0% | 4% | |
| Set pyrometer controls of heat-treating furnaces and feed or place parts, tools, or assemblies into furnaces to harden. | 40Estimated | 49.0% | 2% | |
| Cut, shape, and trim blanks or blocks to specified lengths or shapes, using power saws, power shears, rules, and hand tools. | 25Estimated | 43.0% | 2% | |
| Fit and assemble parts to make, repair, or modify dies, jigs, gauges, and tools, using machine tools, hand tools, or welders. | 5Estimated | 11.0% | 8% |
Protective Factors
Total protective discount: 27.6%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$63,180
per year
Mean Wage
$65,100
per year
Employment
55K
workers
Wage Range
$44,200 - $87,660
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Tool and Die Makers 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.
- Reading Comprehension
Reading Comprehension 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.
- 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.
- 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.
- 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.
- Complex Problem Solving
Complex Problem Solving 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.
- 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.
- Monitoring
Monitoring 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.
- Systems Analysis
Systems Analysis 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