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AI Risk Comparison

Welders, Cutters, Solderers, and Brazers vs Bakers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Welders, Cutters, Solderers, and Brazers
Higher risk
Bakers
Risk gap
0 points
Production & ManufacturingO*NET: 51-4121.00

Welders, Cutters, Solderers, and Brazers

Use hand-welding, flame-cutting, hand-soldering, or brazing equipment to weld or join metal components or to fill holes, indentations, or seams of fabricated metal products.

AI Risk Score

87/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Monitor the fitting, burning, and welding processes to avoid overheating of parts or warping, shrinking, distortion, or expansion of material.
  • Develop templates and models for welding projects, using mathematical calculations based on blueprint information.
  • Monitoring Processes, Materials, or Surroundings
  • Evaluating Information to Determine Compliance with Standards
  • Estimating the Quantifiable Characteristics of Products, Events, or Information

Top skills

Quality Control Analysis3.12/5
Monitoring3.00/5
Critical Thinking2.88/5
Judgment and Decision Making2.88/5
Operations Monitoring2.75/5

Recommended career pivots

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders86/100Structural Metal Fabricators and Fitters84/100Aircraft Structure, Surfaces, Rigging, and Systems Assemblers87/100Engine and Other Machine Assemblers84/100Boilermakers82/100
Production & ManufacturingO*NET: 51-3011.00

Bakers

Mix and bake ingredients to produce breads, rolls, cookies, cakes, pies, pastries, or other baked goods.

AI Risk Score

87/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Check products for quality, and identify damaged or expired goods.
  • Check the quality of raw materials to ensure that standards and specifications are met.
  • Prepare or maintain inventory or production records.
  • Monitoring Processes, Materials, or Surroundings
  • Evaluating Information to Determine Compliance with Standards

Top skills

Monitoring3.25/5
Active Listening3.00/5
Speaking3.00/5
Critical Thinking3.00/5
Active Learning3.00/5

Recommended career pivots

Food Batchmakers86/100Chefs and Head Cooks25/100Cooks, Restaurant87/100Food Cooking Machine Operators and Tenders87/100Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders85/100

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