Ainxiety | Alumina Refining and Primary Aluminum Production

Alumina Refining and Primary Aluminum Production

# 190 overall · better than 87.6% of other industries

0.8/5Moderate Risk
AInxiety Score™

0/5

Regulatory Compliance

0/5

Capex Requirements

1/5

Complexity

1/5

Workforce Flexibility

1/5

Adaptability

2/5

Data Intensity

Alumina refining and primary aluminum production is a highly regulated, capital-intensive industry with complex processes and specialized workforce needs. While there are some modest opportunities for AI integration, particularly in data analysis and process optimization, the overall flexibility for full-scale AI disruption is limited. This industry will likely continue to rely heavily on human expertise and oversight due to regulatory, technical, and infrastructural constraints.

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until this industry will be significantly impacted

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Alumina Refining and Primary Aluminum Production

Should AI be regulated in this industry?

Yes

No

Risk composition of jobs in this industry

0 jobs in Alumina and Aluminum Production and Processing

7.2%

4,280

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

5.7%

3,370

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

5.3%

3,140

2.8First-Line Supervisors of Production and Operating Workers

4.3%

2,540

2.3Industrial Machinery Mechanics

4.3%

2,530

4.5Packers and Packagers, Hand

4.0%

2,390

3.6Metal-Refining Furnace Operators and Tenders

3.2%

1,900

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

3.0%

1,800

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

3.0%

1,760

Miscellaneous Assemblers and Fabricators

2.4%

1,440

Industrial Truck and Tractor Operators

2.4%

1,410

2.8Maintece and Repair Workers, General

2.3%

1,350

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.2%

8,290

4.3Foundry Mold and Coremakers

1.8%

1,090

2.0Electricians

1.8%

1,080

3.9Production Workers, All Other

1.8%

1,070

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

1.8%

1,060

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

1.7%

990

2.5Industrial Production Managers

1.5%

890

1.5General and Operations Managers

1.5%

870

3.2Production, Planning, and Expediting Clerks

1.5%

870

4.3Shipping, Receiving, and Inventory Clerks

1.4%

840

2.0Tool and Die Makers

1.3%

760

2.7Industrial Engineers

1.3%

760

1.2%

720

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

1.2%

700

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

1.2%

700

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

1.1%

670

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

1.1%

650

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

1.0%

620

3.5Computer Numerically Controlled Tool Operators

1.0%

600

3.8Helpers--Production Workers

1.0%

570

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

0.9%

560

2.5Mechanical Engineers

0.8%

450

3.6Pourers and Casters, Metal

0.7%

440

3.2Welders, Cutters, Solderers, and Brazers

0.7%

430

4.2Machine Feeders and Offbearers

0.7%

400

2.3Crane and Tower Operators

0.7%

410

3.2Accountants and Auditors

0.7%

390

2.1Buyers and Purchasing Agents, Farm Products

0.7%

390

2.5Human Resources Specialists

0.7%

390

3.3Customer Service Representatives

0.6%

370

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.6%

340

3.0Mechanical Engineering Technologists and Technicians

0.6%

330

3.0Heavy and Tractor-Trailer Truck Drivers

0.6%

320

4.2Office Clerks, General

0.5%

320

2.1Maintece Workers, Machinery

0.5%

290

2.1Electrical and Electronic Engineering Technologists and Technicians

0.5%

280

3.8Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

0.5%

280

2.3Electrical Engineers

0.5%

270

3.3Industrial Engineering Technologists and Technicians

0.5%

270

0.4%

250

1.5Sales Managers

0.4%

240

2.7Recycling Coordinators

0.4%

240

2.6First-Line Supervisors of Office and Administrative Support Workers

0.4%

230

4.1Metal Workers and Plastic Workers, All Other

0.4%

230

2.7Occupational Health and Safety Specialists

0.4%

220

1.6Architectural and Engineering Managers

0.4%

220

3.9Stockers and Order Fillers

0.3%

200

1.5Managers, All Other

0.3%

180

3.8Bookkeeping, Accounting, and Auditing Clerks

0.3%

180

2.8Transportation, Storage, and Distribution Managers

0.3%

170

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

0.3%

170

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

0.3%

170

3.0Logisticians

0.3%

170

1.7Training and Development Specialists

0.3%

170

2.2Financial Managers

0.3%

160

2.5Materials Engineers

0.3%

150

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

0.3%

150

2.2Project Management Specialists

0.2%

140

3.7Coil Winders, Tapers, and Finishers

0.2%

140

4.5Packaging and Filling Machine Operators and Tenders

0.2%

130

2.8Security Guards

0.2%

790

4.0Patternmakers, Metal and Plastic

0.2%

110

1.5Human Resources Managers

0.2%

110

2.0Management Analysts

0.2%

110

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.2%

110

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

0.2%

110

2.8Business Operations Specialists, All Other

0.2%

110

3.0Facilities Managers

0.2%

110

3.2Purchasing Managers

0.2%

100

2.3Chemical Technicians

0.2%

630

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

0.2%

100

3.1Network and Computer Systems Administrators

0.2%

600

2.1Structural Iron and Steel Workers

0.2%

590

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

0.1%

90

2.5Computer Systems Analysts

0.1%

90

4.8Data Entry Keyers

0.1%

90

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

90

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

570

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

0.1%

550

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

0.1%

80

2.5Occupational Health and Safety Technicians

0.1%

80

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

0.1%

80

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

80

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.1%

470

4.0Mechanical Drafters

0.1%

70

2.3Computer Occupations, All Other

0.1%

70

2.0Computer and Information Systems Managers

0.1%

70

3.5Procurement Clerks

0.1%

60

2.4Financial and Investment Analysts

0.1%

60

2.3Software Developers

0.1%

60

2.8Administrative Services Managers

0.1%

70

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

410

3.2Sheet Metal Workers

0.1%

410

4.1Grinding and Polishing Workers, Hand

0.1%

60

3.3Computer User Support Specialists

0.1%

360

4.2Cost Estimators

0.1%

380

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

360

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.1%

50

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

0.1%

60

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

0.1%

50

4.0Order Clerks

0.1%

340

2.0Plumbers, Pipefitters, and Steamfitters

0.1%

340

4.0Electromechanical Equipment Assemblers

0.1%

350

3.1Market Research Analysts and Marketing Specialists

0.1%

50

2.7Compliance Officers

0.1%

50

2.3Engineers, All Other

0.1%

50

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

280

2.8Model Makers, Metal and Plastic

0.1%

310

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

0.1%

40

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

0.1%

40

2.0Environmental Scientists and Specialists, Including Health

0.1%

40

3.8Billing and Posting Clerks

0.1%

40

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

40

2.5Marketing Managers

0.1%

260

2.5Brickmasons and Blockmasons

0.1%

270

4.3Cutters and Trimmers, Hand

0.1%

40

3.5Computer Numerically Controlled Tool Programmers

0.1%

30

3.2Light Truck Drivers

0.1%

40

4.1Conveyor Operators and Tenders

0.1%

30

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

40

2.2Environmental Engineers

0.1%

40

3.8Payroll and Timekeeping Clerks

0.1%

30

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

40

2.8Automotive Service Technicians and Mechanics

0.1%

40

3.2Structural Metal Fabricators and Fitters

0.1%

40

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

0.1%

40

0.5Chief Executives

0.1%

230

2.1Refractory Materials Repairers, Except Brickmasons

0.1%

240

0.1%

220

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

220

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

0.1%

30

3.2Stationary Engineers and Boiler Operators

0.1%

30

0.1%

30

1.3Registered Nurses

0.1%

30

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

180

2.2Sales Engineers

0.1%

190

3.2Receptionists and Information Clerks

0.1%

190

3.2Electronics Engineers, Except Computer

0.1%

200

4.2Material Moving Workers, All Other

0.0%

160

3.8Computer Programmers

0.0%

160

2.4Environmental Engineering Technologists and Technicians

0.0%

140

2.3Materials Scientists

0.0%

140

3.8Tool Grinders, Filers, and Sharpeners

0.0%

110

2.0Civil Engineers

0.0%

120

4.0Cleaners of Vehicles and Equipment

0.0%

100

1.6Construction Managers

0.0%

100

3.8Chemical Plant and System Operators

0.0%

110

3.2Plant and System Operators, All Other

0.0%

60

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

80

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

80

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

60

3.1Cement Masons and Concrete Finishers

0.0%

70

2.8Data Scientists

0.0%

70

2.4Chemical Engineers

0.0%

80

3.2Architectural and Civil Drafters

0.0%

80

3.8Drafters, All Other

0.0%

80

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

90

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

60

3.5Credit Analysts

0.0%

60

1.5Information Security Analysts

0.0%

80

2.8Computer Network Support Specialists

0.0%

60

2.8Computer Network Architects

0.0%

90

2.5Graphic Designers

0.0%

60

3.8Layout Workers, Metal and Plastic

0.0%

80

4.1Printing Press Operators

0.0%

40

2.8Sales and Related Workers, All Other

0.0%

60

4.5Information and Record Clerks, All Other

0.0%

40

3.7Office and Administrative Support Workers, All Other

0.0%

40

0.0%

50

2.5Painters, Construction and Maintece

0.0%

40

0.0%

40

1.8Training and Development Managers

0.0%

50

3.0Locomotive Engineers

0.0%

50

3.5Hoist and Winch Operators

0.0%

50

1.8Labor Relations Specialists

0.0%

50

3.0Database Administrators

0.0%

40

0.0%

50

0.5Emergency Medical Technicians

0.0%

60

3.3Landscaping and Groundskeeping Workers

0.0%

30

4.1Sewing Machine Operators

0.0%

50

3.9Painting, Coating, and Decorating Workers

0.0%

40

4.2Adhesive Bonding Machine Operators and Tenders

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