Ainxiety | Frozen Cakes, Pies, and Other Pastries Manufacturing

Frozen Cakes, Pies, and Other Pastries Manufacturing

# 1560 overall · better than -1.6% of other industries

3.5/5Moderate Risk
AInxiety Score™

2/5

Regulatory Compliance

3/5

Capex Requirements

3/5

Data Intensity

3/5

Workforce Flexibility

3/5

Adaptability

4/5

Complexity

Frozen cakes, pies, and other pastries manufacturing presents a moderately high opportunity for AI integration due to its standardized, repetitive processes and moderate regulatory barriers. While the workforce requires some level of skill, much of the labor is automatable, and the industry demonstrates adaptability towards new technologies. With increasing investments in digital infrastructure, the industry is poised for further disruption by AI.

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Frozen Cakes, Pies, and Other Pastries Manufacturing

How long until this industry is significantly impacted by AI?

Months to 1 year

1 to 3 years

3 to 5 years

5+ years

Never

Risk composition of jobs in this industry

0 jobs in Bakeries and Tortilla Manufacturing

21.9%

72,650

3.6Bakers

8.0%

26,440

4.2Food Batchmakers

6.7%

22,250

4.5Packaging and Filling Machine Operators and Tenders

6.4%

110,200

4.1Meat, Poultry, and Fish Cutters and Trimmers

5.4%

18,050

3.8Cashiers

4.7%

15,580

4.5Packers and Packagers, Hand

4.4%

14,720

3.9Fast Food and Counter Workers

3.9%

12,860

2.8First-Line Supervisors of Production and Operating Workers

3.9%

66,320

3.8Slaughterers and Meat Packers

3.6%

12,000

3.3Retail Salespersons

2.4%

7,810

4.0Laborers and Freight, Stock, and Material Movers, Hand

2.1%

6,940

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

1.8%

6,090

3.8Helpers--Production Workers

1.8%

235,340

4.0Electromechanical Equipment Assemblers

1.7%

5,610

4.5Food Processing Workers, All Other

1.7%

5,590

1.5General and Operations Managers

1.6%

5,380

3.8Food Preparation Workers

1.5%

4,990

2.3Industrial Machinery Mechanics

1.5%

4,930

4.3Shipping, Receiving, and Inventory Clerks

1.4%

4,690

3.2Light Truck Drivers

1.3%

4,440

2.8Maintece and Repair Workers, General

1.3%

4,210

3.0Driver/Sales Workers

1.1%

3,790

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

1.1%

3,620

3.7Food Cooking Machine Operators and Tenders

1.0%

3,210

4.0Cleaners of Vehicles and Equipment

0.9%

3,150

4.7Dishwashers

0.9%

2,880

2.3Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

0.8%

107,490

3.8Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

0.8%

2,760

3.3Customer Service Representatives

0.8%

2,720

4.0Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

0.8%

2,610

Industrial Truck and Tractor Operators

0.7%

2,460

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.7%

2,390

4.2Office Clerks, General

0.7%

2,390

2.5Industrial Production Managers

0.7%

11,980

3.8Butchers and Meat Cutters

0.7%

86,900

4.1Sewing Machine Operators

0.7%

2,220

3.9Production Workers, All Other

0.6%

2,100

3.9Stockers and Order Fillers

0.6%

73,570

2.9Cabinetmakers and Bench Carpenters

0.6%

1,850

2.7Recycling Coordinators

0.6%

1,850

2.5First-Line Supervisors of Retail Sales Workers

0.6%

9,570

4.2Graders and Sorters, Agricultural Products

0.6%

71,240

3.7Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.5%

1,730

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.5%

1,730

3.8Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

0.5%

8,910

4.0Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

0.5%

1,700

3.8Bookkeeping, Accounting, and Auditing Clerks

0.4%

1,470

4.7Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

0.4%

56,580

3.9Woodworking Machine Setters, Operators, and Tenders, Except Sawing

0.4%

1,350

2.2First-Line Supervisors of Mechanics, Installers, and Repairers

0.4%

46,710

3.2Structural Metal Fabricators and Fitters

0.3%

45,150

3.8Engine and Other Machine Assemblers

0.3%

1,130

2.5Human Resources Specialists

0.3%

1,100

3.0Heavy and Tractor-Trailer Truck Drivers

0.3%

1,020

3.2Production, Planning, and Expediting Clerks

0.3%

1,000

3.2Accountants and Auditors

0.3%

36,900

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.3%

930

2.6First-Line Supervisors of Office and Administrative Support Workers

0.3%

33,250

3.8Print Binding and Finishing Workers

0.3%

820

Miscellaneous Assemblers and Fabricators

0.2%

810

3.5Cooks, Restaurant

0.2%

800

2.1Maintece Workers, Machinery

0.2%

30,710

3.8Plating Machine Setters, Operators, and Tenders, Metal and Plastic

0.2%

31,200

1.5Aerospace Engineers

0.2%

760

2.8Business Operations Specialists, All Other

0.2%

29,080

3.1Dental Laboratory Technicians

0.2%

29,160

3.8Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

0.2%

740

2.1Buyers and Purchasing Agents, Farm Products

0.2%

750

1.5Sales Managers

0.2%

680

3.1Food Science Technicians

0.2%

700

3.8Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

0.2%

27,010

3.2Sheet Metal Workers

0.2%

670

3.6Waiters and Waitresses

0.2%

25,560

3.6Semiconductor Processing Technicians

0.2%

25,520

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.2%

630

2.2Financial Managers

0.2%

630

2.8Transportation, Storage, and Distribution Managers

0.2%

630

2.7Industrial Engineers

0.2%

24,570

1.8Aircraft Mechanics and Service Technicians

0.2%

24,880

1.8Computer Hardware Engineers

0.2%

600

3.1Food Scientists and Technologists

0.2%

23,420

4.2Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

0.2%

23,050

4.0Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

0.2%

570

3.7Counter and Rental Clerks

0.2%

520

4.2Machine Feeders and Offbearers

0.2%

20,030

3.7Tire Builders

0.1%

510

3.0Logisticians

0.1%

18,800

4.0Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.1%

19,650

3.6Metal-Refining Furnace Operators and Tenders

0.1%

18,630

3.2Fiberglass Laminators and Fabricators

0.1%

470

1.5Managers, All Other

0.1%

470

3.1Market Research Analysts and Marketing Specialists

0.1%

18,570

3.8Prepress Technicians and Workers

0.1%

17,450

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

430

1.5Human Resources Managers

0.1%

2,240

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.1%

16,770

3.8Chemical Plant and System Operators

0.1%

2,100

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

15,450

4.2Textile Knitting and Weaving Machine Setters, Operators, and Tenders

0.1%

15,860

3.2Upholsterers

0.1%

350

3.8Cooks, Fast Food

0.1%

350

3.8Cooks, Short Order

0.1%

350

3.0Facilities Managers

0.1%

370

3.7Food Preparation and Serving Related Workers, All Other

0.1%

370

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.1%

380

3.9Painting, Coating, and Decorating Workers

0.1%

14,130

4.1Metal Workers and Plastic Workers, All Other

0.1%

13,720

2.5Materials Engineers

0.1%

14,080

4.2Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

0.1%

340

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.1%

290

2.7Occupational Health and Safety Specialists

0.1%

300

1.7Training and Development Specialists

0.1%

290

3.2Receptionists and Information Clerks

0.1%

290

3.8Billing and Posting Clerks

0.1%

11,490

4.3Foundry Mold and Coremakers

0.1%

11,870

2.2Sales Engineers

0.1%

250

2.0Chefs and Head Cooks

0.1%

9,820

3.7Textile, Apparel, and Furnishings Workers, All Other

0.1%

10,090

3.8Furniture Finishers

0.1%

10,830

3.7Coil Winders, Tapers, and Finishers

0.1%

230

4.0Order Clerks

0.1%

220

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

1,250

2.8Agricultural Inspectors

0.1%

1,270

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

9,510

4.1Grinding and Polishing Workers, Hand

0.1%

8,380

3.8Forging Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

8,570

1.2Avionics Technicians

0.1%

200

0.5Chief Executives

0.1%

210

2.5Marketing Managers

0.1%

200

3.8Payroll and Timekeeping Clerks

0.1%

190

2.6Food Service Managers

0.1%

190

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

200

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

190

2.0Computer and Information Systems Managers

0.1%

210

3.3Computer User Support Specialists

0.1%

180

2.8Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel

0.1%

970

3.7Agricultural Equipment Operators

0.1%

980

3.8Paper Goods Machine Setters, Operators, and Tenders

0.1%

7,760

2.1Medical Appliance Technicians

0.1%

7,960

3.8Ophthalmic Laboratory Technicians

0.1%

7,890

3.2Architectural and Civil Drafters

0.1%

8,050

Textile Cutting Machine Setters, Operators, and Tenders

0.1%

170

4.1Conveyor Operators and Tenders

0.1%

170

3.3Industrial Engineering Technologists and Technicians

0.1%

160

2.2Project Management Specialists

0.1%

170

2.5Computer Systems Analysts

0.1%

160

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

850

2.3Chemical Technicians

0.1%

800

2.3First-Line Supervisors of Farming, Fishing, and Forestry Workers

0.1%

840

3.2Stationary Engineers and Boiler Operators

0.1%

6,550

2.2Jewelers and Precious Stone and Metal Workers

0.1%

6,500

1.0Medical Scientists, Except Epidemiologists

0.1%

5,880

1.2Bioengineers and Biomedical Engineers

0.1%

6,510

3.8Drafters, All Other

0.0%

120

2.8Merchandise Displayers and Window Trimmers

0.0%

150

3.8Cooks, Institution and Cafeteria

0.0%

130

3.1Cooks, All Other

0.0%

120

2.4Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

0.0%

140

1.6Architectural and Engineering Managers

0.0%

140

2.7Compliance Officers

0.0%

140

2.0Electricians

0.0%

120

3.2Purchasing Managers

0.0%

690

2.5Chemists

0.0%

690

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

760

1.3Registered Nurses

0.0%

700

2.8Life, Physical, and Social Science Technicians, All Other

0.0%

4,930

3.5Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.0%

5,260

3.6Pourers and Casters, Metal

0.0%

5,120

3.8Layout Workers, Metal and Plastic

0.0%

4,680

2.5Calibration Technologists and Technicians

0.0%

5,410

2.5Tile and Stone Setters

0.0%

5,210

2.1Structural Iron and Steel Workers

0.0%

4,860

2.8Automotive Body and Related Repairers

0.0%

5,250

1.5Marine Engineers and Naval Architects

0.0%

5,300

3.8Shoe and Leather Workers and Repairers

0.0%

4,510

4.0Shoe Machine Operators and Tenders

0.0%

5,770

2.5Woodworkers, All Other

0.0%

4,500

2.0Riggers

0.0%

5,580

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

3.7Cooling and Freezing Equipment Operators and Tenders

0.0%

100

3.0Mechanical Engineering Technologists and Technicians

0.0%

1.8Public Relations Specialists

0.0%

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.0%

2.0Management Analysts

0.0%

110

2.8Administrative Services Managers

0.0%

110

2.4Financial and Investment Analysts

0.0%

110

3.1Network and Computer Systems Administrators

0.0%

100

2.3Software Developers

0.0%

4.0Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

0.0%

580

3.0Agricultural Technicians

0.0%

590

2.8Computer Network Support Specialists

0.0%

440

3.0Demonstrators and Product Promoters

0.0%

520

3.2Welders, Cutters, Solderers, and Brazers

0.0%

440

3.5Chemical Equipment Operators and Tenders

0.0%

520

2.3Crane and Tower Operators

0.0%

480

4.2Material Moving Workers, All Other

0.0%

3,980

3.5Etchers and Engravers

0.0%

4,410

1.8Biological Scientists, All Other

0.0%

3,540

2.3Materials Scientists

0.0%

3,510

2.8Logging Equipment Operators

0.0%

4,370

3.1Cement Masons and Concrete Finishers

0.0%

4,060

2.0Civil Engineers

0.0%

3,950

3.4Electrical and Electronics Drafters

0.0%

4,480

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

2.5Mechanical Engineers

0.0%

3.5Procurement Clerks

0.0%

2.1Meeting, Convention, and Event Planners

0.0%

4.8Data Entry Keyers

0.0%

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.0%

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

2.3Computer Occupations, All Other

0.0%

2.8Data Scientists

0.0%

2.8Sales and Related Workers, All Other

0.0%

3.8Machinists

0.0%

3.5Computer Numerically Controlled Tool Operators

0.0%

310

1.5Health and Safety Engineers, Except Mining Safety Engineers and Inspectors

0.0%

360

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

330

2.0Soil and Plant Scientists

0.0%

320

3.7Office and Administrative Support Workers, All Other

0.0%

380

2.8Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products

0.0%

290

3.0Farm Equipment Mechanics and Service Technicians

0.0%

320

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

350

4.3Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

290

3.8Tool Grinders, Filers, and Sharpeners

0.0%

300

3.2Plant and System Operators, All Other

0.0%

290

3.8Molders, Shapers, and Casters, Except Metal and Plastic

0.0%

330

2.8Motor Vehicle Operators, All Other

0.0%

340

3.8Tank Car, Truck, and Ship Loaders

0.0%

310

2.0Interpreters and Translators

0.0%

1,950

1.5Medical and Health Services Managers

0.0%

2,070

2.8Model Makers, Metal and Plastic

0.0%

2,070

4.0Patternmakers, Metal and Plastic

0.0%

2,910

3.2Log Graders and Scalers

0.0%

2,600

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

2,140

2.5Motorboat Mechanics and Service Technicians

0.0%

2,320

2.5Medical Equipment Repairers

0.0%

2,030

1.7Petroleum Engineers

0.0%

2,130

1.8Fashion Designers

0.0%

2,760

3.0Pharmacy Technicians

0.0%

2,560

1.3Orthotists and Prosthetists

0.0%

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

2.5Occupational Health and Safety Technicians

0.0%

2.5Graphic Designers

0.0%

2.8Security Guards

0.0%

2.3Engineers, All Other

0.0%

3.1Bartenders

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

4.7File Clerks

0.0%

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

2.1Financial Specialists, All Other

0.0%

3.3Landscaping and Groundskeeping Workers

0.0%

3.8Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

0.0%

2.8Computer Network Architects

0.0%

110

3.0Database Administrators

0.0%

200

3.8Computer Programmers

0.0%

120

3.5Web Developers

0.0%

100

2.8Web and Digital Interface Designers

0.0%

110

3.2Operations Research Analysts

0.0%

170

2.4Chemical Engineers

0.0%

240

2.3Electrical Engineers

0.0%

240

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

210

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

220

1.7Animal Scientists

0.0%

170

2.0Biochemists and Biophysicists

0.0%

220

2.3Microbiologists

0.0%

150

2.4Biological Technicians

0.0%

100

2.1Public Relations Managers

0.0%

190

1.8Training and Development Managers

0.0%

180

3.0Farmers, Ranchers, and Other Agricultural Managers

0.0%

240

1.2Natural Sciences Managers

0.0%

100

1.5Information Security Analysts

0.0%

130

3.8Bill and Account Collectors

0.0%

3.0Agricultural Workers, All Other

0.0%

140

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

210

1.8Construction Laborers

0.0%

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

130

2.5Painters, Construction and Maintece

0.0%

1.7Dietitians and Nutritionists

0.0%

200

2.1Licensed Practical and Licensed Vocational Nurses

0.0%

250

3.8Maids and Housekeeping Cleaners

0.0%

130

3.8Building Cleaning Workers, All Other

0.0%

180

2.0Animal Caretakers

0.0%

140

2.4Millwrights

0.0%

130

3.7Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

150

4.2Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

260

4.0Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

110

3.7Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.0%

130

4.1Printing Press Operators

0.0%

250

4.3Laundry and Dry-Cleaning Workers

0.0%

140

4.3Cutters and Trimmers, Hand

0.0%

120

3.5Computer Numerically Controlled Tool Programmers

0.0%

100

3.8Shuttle Drivers and Chauffeurs

0.0%

130

3.2Pump Operators, Except Wellhead Pumpers

0.0%

120

0.2Clergy

0.0%

150

1.4Lawyers

0.0%

800

2.4Environmental Engineering Technologists and Technicians

0.0%

1,450

2.0Physical Scientists, All Other

0.0%

1,150

3.2Paralegals and Legal Assistants

0.0%

810

2.3Special Effects Artists and Animators

0.0%

690

3.8Food Servers, Nonrestaurant

0.0%

1,870

3.8Parts Salespersons

0.0%

1,460

2.2Stonemasons

0.0%

790

2.8Floor Layers, Except Carpet, Wood, and Hard Tiles

0.0%

1,810

3.5Paving, Surfacing, and Tamping Equipment Operators

0.0%

1,120

3.2Drywall and Ceiling Tile Installers

0.0%

1,680

2.3Glaziers

0.0%

820

2.2Reinforcing Iron and Rebar Workers

0.0%

1,390

2.3Roofers

0.0%

830

3.2Helpers--Carpenters

0.0%

740

3.0Helpers, Construction Trades, All Other

0.0%

1,310

Miscellaneous Construction and Related Workers

0.0%

1,190

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

810

4.0Rock Splitters, Quarry

0.0%

1,670

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

1,110

3.1Electronic Equipment Installers and Repairers, Motor Vehicles

0.0%

1,050

2.5Recreational Vehicle Service Technicians

0.0%

1,490

4.0Tire Repairers and Changers

0.0%

640

2.8Mechanical Door Repairers

0.0%

1,680

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

1,630

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

1,310

1.2Computer and Information Research Scientists

0.0%

800

3.7Statisticians

0.0%

1,060

4.1Office Machine Operators, Except Computer

0.0%

1,700

4.0Pressers, Textile, Garment, and Related Materials

0.0%

1,910

3.0Sewers, Hand

0.0%

1,710

2.5Tailors, Dressmakers, and Custom Sewers

0.0%

1,670

3.0Fabric and Apparel Patternmakers

0.0%

1,090

3.0Gas Plant Operators

0.0%

1,010

2.3Transportation Inspectors

0.0%

680

3.9Manufactured Building and Mobile Home Installers

0.0%

950

2.0Interior Designers

0.0%

1,590

2.0Designers, All Other

0.0%

960

2.8Audio and Video Technicians

0.0%

1,210

2.4Pharmacists

0.0%

1,130

2.8Histology Technicians

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