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Manufacturing & ProductionAI Risk Analysis

Sector Average Risk
55.4/100

This Hub aggregates 114 distinct occupations within the Manufacturing & Production sector. Data is updated monthly by indexing vacancy shifts and technological task replacement models. Use the matrix below to drill into specific job titles.

Categorical Risk Matrix

Timing Device Assemblers and Adjusters
Risk: 74.1HIGH
Shoe Machine Operators and Tenders
Risk: 68.8HIGH
Switchboard Operators, Including Answering Service
Risk: 68.3HIGH
Telephone Operators
Risk: 67.3HIGH
Textile Bleaching and Dyeing Machine Operators and Tenders
Risk: 66.7HIGH
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Risk: 66.1HIGH
Office Machine Operators, Except Computer
Risk: 66.0HIGH
Sewing Machine Operators
Risk: 65.5HIGH
Mail Clerks and Mail Machine Operators, Except Postal Service
Risk: 65.4HIGH
Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Risk: 65.1HIGH
Helpers--Production Workers
Risk: 65.0HIGH
Textile Cutting Machine Setters, Operators, and Tenders
Risk: 65.0HIGH
Communications Equipment Operators
Risk: 64.3HIGH
Textile Machine Setters, Operators, and Tenders
Risk: 64.1HIGH
Photographic Process Workers and Processing Machine Operators
Risk: 63.8HIGH
Cooling and Freezing Equipment Operators and Tenders
Risk: 63.7HIGH
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Risk: 63.6HIGH
Food Cooking Machine Operators and Tenders
Risk: 63.3HIGH
Motor Vehicle Operators, All Other
Risk: 63.3HIGH
Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 62.8HIGH
Sawing Machine Setters, Operators, and Tenders, Wood
Risk: 62.8HIGH
Plating Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 62.4HIGH
Woodworking Machine Setters, Operators, and Tenders
Risk: 62.1HIGH
Miscellaneous Assemblers and Fabricators
Risk: 62.1HIGH
Cutting and Slicing Machine Setters, Operators, and Tenders
Risk: 61.9HIGH
Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk: 61.6HIGH
Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Risk: 61.6HIGH
Packaging and Filling Machine Operators and Tenders
Risk: 61.5HIGH
Electrical, Electronic, and Electromechanical Assemblers, Except Coil Winders, Tapers, and Finishers
Risk: 61.4HIGH
Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Risk: 61.4HIGH
Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk: 61.3HIGH
Production Workers, All Other
Risk: 61.2HIGH
Printing Press Operators
Risk: 61.1HIGH
Molders and Molding Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 61.0HIGH
Adhesive Bonding Machine Operators and Tenders
Risk: 60.7HIGH
Miscellaneous Production Workers
Risk: 60.7HIGH
Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 60.5HIGH
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Risk: 60.3HIGH
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Risk: 60.3HIGH
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 60.2HIGH
Engine and Other Machine Assemblers
Risk: 60.1HIGH
Electrical, Electronics, and Electromechanical Assemblers
Risk: 60.0HIGH
Mixing and Blending Machine Setters, Operators, and Tenders
Risk: 59.7MEDIUM
Assemblers and Fabricators
Risk: 59.6MEDIUM
Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 59.3MEDIUM
Machine Tool Cutting Setters, Operators, and Tenders, Metal and Plastic
Risk: 59.2MEDIUM
Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
Risk: 59.1MEDIUM
Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk: 58.9MEDIUM
Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk: 58.8MEDIUM
Forming Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 58.7MEDIUM
Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
Risk: 58.5MEDIUM
Conveyor Operators and Tenders
Risk: 58.4MEDIUM
Computer Numerically Controlled Tool Operators
Risk: 58.3MEDIUM
Other Production Occupations
Risk: 58.3MEDIUM
Communications Equipment Operators, All Other
Risk: 58.3MEDIUM
Production Occupations
Risk: 58.2MEDIUM
Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 58.1MEDIUM
Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Risk: 57.8MEDIUM
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Risk: 57.7MEDIUM
Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Risk: 57.6MEDIUM
Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
Risk: 57.5MEDIUM
Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Risk: 57.3MEDIUM
Paper Goods Machine Setters, Operators, and Tenders
Risk: 57.2MEDIUM
Welders, Cutters, Solderers, and Brazers
Risk: 56.9MEDIUM
Metal Furnace Operators, Tenders, Pourers, and Casters
Risk: 56.6MEDIUM
Postal Service Mail Sorters, Processors, and Processing Machine Operators
Risk: 56.2MEDIUM
Agricultural Equipment Operators
Risk: 55.9MEDIUM
Industrial Truck and Tractor Operators
Risk: 55.8MEDIUM
Motorboat Operators
Risk: 55.6MEDIUM
Production, Planning, and Expediting Clerks
Risk: 55.6MEDIUM
Metal-Refining Furnace Operators and Tenders
Risk: 55.3MEDIUM
Chemical Processing Machine Setters, Operators, and Tenders
Risk: 55.0MEDIUM
Dredge Operators
Risk: 54.9MEDIUM
Logging Equipment Operators
Risk: 54.8MEDIUM
Machinists
Risk: 54.1MEDIUM
Hoist and Winch Operators
Risk: 53.8MEDIUM
Chemical Equipment Operators and Tenders
Risk: 53.6MEDIUM
Motor Vehicle Operators
Risk: 53.2MEDIUM
Water and Wastewater Treatment Plant and System Operators
Risk: 53.2MEDIUM
Crematory Operators
Risk: 51.5MEDIUM
Plant and System Operators, All Other
Risk: 51.2MEDIUM
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
Risk: 50.7MEDIUM
Chemical Plant and System Operators
Risk: 50.3MEDIUM
Subway and Streetcar Operators
Risk: 49.6MEDIUM
First-Line Supervisors of Production and Operating Workers
Risk: 49.1MEDIUM
Pumping Station Operators
Risk: 49.0MEDIUM
Railroad Brake, Signal, and Switch Operators and Locomotive Firers
Risk: 48.8MEDIUM
Plant and System Operators
Risk: 48.5MEDIUM
Pump Operators, Except Wellhead Pumpers
Risk: 48.3MEDIUM
Crane and Tower Operators
Risk: 48.0MEDIUM
Embalmers and Crematory Operators
Risk: 47.9MEDIUM
Paving, Surfacing, and Tamping Equipment Operators
Risk: 47.4MEDIUM
Excavating and Loading Machine and Dragline Operators, Surface Mining
Risk: 47.0MEDIUM
Miscellaneous Plant and System Operators
Risk: 46.9MEDIUM
Surface Mining Machine Operators and Earth Drillers
Risk: 46.8MEDIUM
Gas Plant Operators
Risk: 46.7MEDIUM
Power Plant Operators, Distributors, and Dispatchers
Risk: 44.5LOW
Ship and Boat Captains and Operators
Risk: 44.5LOW
Continuous Mining Machine Operators
Risk: 44.3LOW
Construction Equipment Operators
Risk: 44.2LOW
Power Plant Operators
Risk: 44.0LOW
Rail-Track Laying and Maintenance Equipment Operators
Risk: 43.9LOW
Nuclear Power Reactor Operators
Risk: 42.9LOW
Derrick Operators, Oil and Gas
Risk: 42.8LOW
Petroleum Pump System Operators, Refinery Operators, and Gaugers
Risk: 42.6LOW
Underground Mining Machine Operators
Risk: 42.5LOW
Rotary Drill Operators, Oil and Gas
Risk: 41.3LOW
Gas Compressor and Gas Pumping Station Operators
Risk: 41.3LOW
Pile Driver Operators
Risk: 40.6LOW
Loading and Moving Machine Operators, Underground Mining
Risk: 36.1LOW
Underground Mining Machine Operators, All Other
Risk: 33.9LOW
Camera Operators, Television, Video, and Film
Risk: 33.0LOW
Television, Video, and Film Camera Operators and Editors
Risk: 32.8LOW
Industrial Production Managers
Risk: 23.6STABLE