AITakeover Tracker
38%medium risk

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

Set up, operate, or tend plating or coating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces. Includes electrolytic processes.

Higher risk than 75% of occupations

AI Impact Summary

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 75% of all analyzed occupations. Of 38 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)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.7pt risk+$2K/yr salary

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

Less than High School49%
High School Diploma47%
Post-Secondary Certificate1%
Bachelor's Degree3%

Prior Experience Needed

Work experience required to enter this job

None51%
Up to 1 month14%
1-3 months3%
3-6 months6%
6 months - 1 year11%
1-2 years5%
4-6 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None14%
Up to 1 month12%
1-3 months22%
3-6 months22%
6 months - 1 year7%
1-2 years9%
6-8 years14%

How AI Impacts Each Task

38 tasks analyzed

Immerse workpieces in coating solutions or liquid metal or plastic for specified times.

Risk: 47.0%AI: 35EstimatedTime: 3%

Adjust dials to regulate flow of current and voltage supplied to terminals to control plating processes.

Risk: 59.0%AI: 65EstimatedTime: 2%

Inspect coated or plated areas for defects, such as air bubbles or uneven coverage.

Risk: 69.0%AI: 90EstimatedTime: 3%

Set up, operate, or tend plating or coating machines to coat metal or plastic products with chromium, zinc, copper, cadmium, nickel, or other metal to protect or decorate surfaces.

Risk: 53.0%AI: 50EstimatedTime: 5%

Maintain production records.

Risk: 87.2%AI: 95EstimatedTime: 2%

Remove objects from solutions at periodic intervals and observe objects to verify conformance to specifications.

Risk: 51.0%AI: 45EstimatedTime: 2%

Observe gauges to ensure that machines are operating properly, making adjustments or stopping machines when problems occur.

Risk: 65.0%AI: 80EstimatedTime: 3%

Remove excess materials or impurities from objects, using air hoses or grinding machines.

Risk: 45.0%AI: 30EstimatedTime: 2%

Determine sizes and compositions of objects to be plated, and amounts of electrical current and time required.

Risk: 85.2%AI: 90EstimatedTime: 2%

Test machinery to ensure that it is operating properly.

Risk: 53.0%AI: 50EstimatedTime: 2%

Measure or weigh materials, using rulers, calculators, and scales.

Risk: 62.4%AI: 32.88ObservedTime: 2%

Measure, mark, and mask areas to be excluded from plating.

Risk: 41.0%AI: 20EstimatedTime: 2%

Examine completed objects to determine thicknesses of metal deposits, or measure thicknesses by using instruments such as micrometers.

Risk: 61.0%AI: 70EstimatedTime: 2%

Immerse objects to be coated or plated into cleaning solutions, or spray objects with conductive solutions to prepare them for plating.

Risk: 49.0%AI: 40EstimatedTime: 2%

Read production schedules to determine setups of equipment and machines.

Risk: 86.0%AI: 92EstimatedTime: 1%

Suspend objects, such as parts or molds from cathode rods, or negative terminals, and immerse objects in plating solutions.

Risk: 43.0%AI: 25EstimatedTime: 2%

Suspend sticks or pieces of plating metal from anodes, or positive terminals, and immerse metal in plating solutions.

Risk: 45.0%AI: 30EstimatedTime: 2%

Adjust controls to set temperatures of coating substances and speeds of machines and equipment.

Risk: 63.0%AI: 75EstimatedTime: 2%

Rinse coated objects in cleansing liquids and dry them with cloths, centrifugal driers, or by tumbling in sawdust-filled barrels.

Risk: 45.0%AI: 30EstimatedTime: 2%

Monitor and measure thicknesses of electroplating on component parts to verify conformance to specifications, using micrometers.

Risk: 61.0%AI: 70EstimatedTime: 2%

Operate hoists to place workpieces onto machine feed carriages or spindles.

Risk: 49.0%AI: 40EstimatedTime: 2%

Position and feed materials into processing machines, by hand or by using automated equipment.

Risk: 51.0%AI: 45EstimatedTime: 2%

Position objects to be plated in frames, or suspend them from positive or negative terminals of power supplies.

Risk: 43.0%AI: 25EstimatedTime: 2%

Operate sandblasting equipment to roughen and clean surfaces of workpieces.

Risk: 49.0%AI: 40EstimatedTime: 1%

Spray coating in specified patterns according to instructions.

Risk: 59.0%AI: 65EstimatedTime: 1%

Clean and maintain equipment, using water hoses and scrapers.

Risk: 41.0%AI: 20EstimatedTime: 2%

Plate small objects, such as nuts or bolts, using motor-driven barrels.

Risk: 57.0%AI: 60EstimatedTime: 1%

Clean workpieces, using wire brushes.

Risk: 43.0%AI: 25EstimatedTime: 1%

Mix and test solutions, and turn valves to fill tanks with solutions.

Risk: 61.0%AI: 70EstimatedTime: 2%

Replace worn parts and adjust equipment components, using hand tools.

Risk: 13.0%AI: 10EstimatedTime: 1%

Place plated or coated materials on racks and transfer them to ovens to dry for specified periods of time.

Risk: 47.0%AI: 35EstimatedTime: 10%

Measure and set stops, rolls, brushes, and guides on automatic feeders and conveying equipment or coating machines, using micrometers, rules, and hand tools.

Risk: 47.0%AI: 35EstimatedTime: 7%

Position containers to receive parts, and load or unload materials in containers, using dollies or handtrucks.

Risk: 53.0%AI: 50EstimatedTime: 12%

Attach nozzles, position guns, connect hoses, and thread wire to set up metal-spraying machines.

Risk: 47.0%AI: 35EstimatedTime: 5%

Perform equipment maintenance, such as cleaning tanks and lubricating moving parts of conveyors.

Risk: 47.0%AI: 35EstimatedTime: 7%

Install gears and holding devices on conveyor equipment.

Risk: 47.0%AI: 35EstimatedTime: 3%

Preheat workpieces in ovens.

Risk: 53.0%AI: 50EstimatedTime: 3%

Cut metal or other materials, using shears or band saws.

Risk: 49.0%AI: 40EstimatedTime: 3%

Protective Factors

Total protective discount: 27.3%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityCooperationAchievement/EffortIntegritySelf ControlIndependenceStress ToleranceAdaptability/FlexibilityPersistenceAnalytical ThinkingSocial Orientation

Wage & Employment (2024)

Median Wage

$41,600

per year

Mean Wage

$43,820

per year

Employment

32K

workers

Wage Range

$31,940 - $58,320

10th - 90th pct

Wage Distribution

$31,940Median: $41,600$58,320
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

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Median salary: $51,000

Higher risk than 10% of other occupations

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Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

35%
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Median salary: $45,590

Higher risk than 64% of other occupations

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35%
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Median salary: $49,240

Higher risk than 67% of other occupations

Print Binding and Finishing Workers

37%
Medium Risk

Median salary: $39,820

Higher risk than 71% of other occupations

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

43%
Medium Risk

Median salary: $45,130

Higher risk than 87% of other occupations

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

45%
Medium Risk

Median salary: $47,060

Higher risk than 90% of other occupations

Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

45%
Medium Risk

Higher risk than 92% of other occupations

Packaging and Filling Machine Operators and Tenders

47%
Medium Risk

Median salary: $40,900

Higher risk than 95% of other occupations

Machine Feeders and Offbearers

51%
High Risk

Median salary: $39,700

Higher risk than 98% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic 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

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    Information Ordering 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.

  • 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.

  • Writing

    Writing 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.

Score History

Risk score over 2 scoring runs

+0.6

overall change

Checking for existing plan...