Takeover Tracker
37%medium risk

Molding and Casting Workers

Perform a variety of duties such as mixing materials, assembling mold parts, filling molds, and stacking molds to mold and cast a wide range of products.

Higher risk than 72% of occupations
Checking for existing plan...

How AI Impacts Each Task

28 tasks analyzed

Pour, pack, spread, or press plaster, concrete, liquid plastic, or other materials into or around models or molds.

Risk: 45.0%AI: 30EstimatedTime: 8%

Read work orders or examine parts to determine parts or sections of products to be produced.

Risk: 86.0%AI: 92EstimatedTime: 4%

Engrave or stamp identifying symbols, letters, or numbers on products.

Risk: 61.0%AI: 70EstimatedTime: 2%

Brush or spray mold surfaces with parting agents or insert paper into molds to ensure smoothness and prevent sticking or seepage.

Risk: 51.0%AI: 45EstimatedTime: 4%

Clean, finish, and lubricate molds and mold parts.

Risk: 49.0%AI: 40EstimatedTime: 5%

Assemble, insert, and adjust wires, tubes, cores, fittings, rods, or patterns into molds, using hand tools and depth gauges.

Risk: 47.0%AI: 35EstimatedTime: 5%

Separate models or patterns from molds and examine products for accuracy.

Risk: 51.0%AI: 45EstimatedTime: 5%

Set the proper operating temperature for each casting.

Risk: 86.0%AI: 92EstimatedTime: 2%

Load or stack filled molds in ovens, dryers, or curing boxes, or on storage racks or carts.

Risk: 51.0%AI: 45EstimatedTime: 4%

Align and assemble parts to produce completed products, using gauges and hand tools.

Risk: 49.0%AI: 40EstimatedTime: 5%

Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Risk: 57.0%AI: 60EstimatedTime: 3%

Select sizes and types of molds according to instructions.

Risk: 86.0%AI: 92EstimatedTime: 2%

Patch broken edges or fractures, using clay or plaster.

Risk: 13.0%AI: 10EstimatedTime: 3%

Withdraw cores or other loose mold members after castings solidify.

Risk: 49.0%AI: 40EstimatedTime: 3%

Trim or remove excess material, using scrapers, knives, or band saws.

Risk: 49.0%AI: 40EstimatedTime: 6%

Repair mold defects, such as cracks or broken edges, using patterns, mold boxes, or hand tools.

Risk: 13.0%AI: 10EstimatedTime: 3%

Measure and cut products to specified dimensions, using measuring and cutting instruments.

Risk: 53.0%AI: 50EstimatedTime: 4%

Smooth surfaces of molds, using scraping tools or sandpaper.

Risk: 49.0%AI: 40EstimatedTime: 4%

Measure ingredients and mix molding, casting material, or sealing compounds to prescribed consistencies, according to formulas.

Risk: 59.0%AI: 65EstimatedTime: 4%

Remove excess materials and level and smooth wet mold mixtures.

Risk: 49.0%AI: 40EstimatedTime: 4%

Place forms around models and separately immerse each half portion of a model in plaster, wax, or other mold-making materials.

Risk: 49.0%AI: 40EstimatedTime: 2%

Operate molding machines that compact sand in flasks to form molds.

Risk: 59.0%AI: 65EstimatedTime: 2%

Verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.

Risk: 61.5%AI: 30.67ObservedTime: 3%

Construct or form molds for use in casting metal, clay, or plaster objects, using plaster, fiberglass, rubber, casting machines, patterns, or flasks.

Risk: 13.0%AI: 10EstimatedTime: 4%

Bore holes or cut grates, risers, or pouring spouts in molds, using power tools.

Risk: 51.0%AI: 45EstimatedTime: 3%

Locate and scribe parting lines on patterns, using measuring instruments, such as calipers, squares, or depth gauges.

Risk: 49.0%AI: 40EstimatedTime: 2%

Tap or tilt molds to ensure uniform distribution of materials.

Risk: 51.0%AI: 45EstimatedTime: 2%

Melt metal pieces, using torches, and cast products, such as inlays and crowns, using centrifugal casting machines.

Risk: 13.0%AI: 10EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

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.

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.

Manual Dexterity80%

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

Leadership88%

Leadership 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.

Coordination70%

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

Equipment Maintenance78%

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

Service Orientation82%

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

Recommended Courses

Courses matched to Molding and Casting Workers 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

-4.8pt 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

-3.5pt 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.

Score History

Risk score over 2 scoring runs

+0.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School28%
High School Diploma57%
Some College12%
Level 123%

Prior Experience Needed

Work experience required to enter this job

None46%
Up to 1 month12%
1-3 months12%
3-6 months13%
6 months - 1 year2%
1-2 years6%
6-8 years9%

Training Provided After Hiring

How long it typically takes to learn on the job

None3%
Up to 1 month59%
1-3 months18%
3-6 months3%
6 months - 1 year13%
2-4 years1%
6-8 years3%

Related News

Recent articles about AI affecting this occupation

1 articles

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FedScoopApr 17

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis