Ainxiety | Conventional Oil and Gas Extraction

Conventional Oil and Gas Extraction

# 56 overall · better than 96.4% of other industries

0.5/5Moderate Risk
AInxiety Score™

0/5

Complexity

0/5

Regulatory Compliance

0/5

Capex Requirements

0/5

Workforce Flexibility

1/5

Adaptability

2/5

Data Intensity

Conventional oil and gas extraction is a highly complex industry with significant regulatory and compliance barriers. The high capital and infrastructure requirements further inhibit easy AI adoption. Although there is potential for AI to improve certain processes, the specialized workforce and limited overall adaptability reduce the likelihood of widespread AI displacement.

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until this industry will be significantly impacted

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Conventional Oil and Gas Extraction

Will AI create new opportunities and jobs in this industry?

Yes

No

Risk composition of jobs in this industry

0 jobs in Oil and Gas Extraction

10.7%

11,670

3.5Wellhead Pumpers

8.1%

8,760

2.5Service Unit Operators, Oil and Gas

5.3%

5,720

1.7Petroleum Engineers

4.8%

5,190

1.5General and Operations Managers

4.5%

4,920

1.5First-Line Supervisors of Construction Trades and Extraction Workers

4.3%

4,620

3.0Roustabouts, Oil and Gas

4.2%

4,600

3.2Accountants and Auditors

3.3%

18,600

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

2.6%

14,980

3.2Continuous Mining Machine Operators

2.3%

2,510

2.3Industrial Machinery Mechanics

2.0%

2,200

3.8Bookkeeping, Accounting, and Auditing Clerks

2.0%

2,190

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

1.9%

2,110

2.8Rotary Drill Operators, Oil and Gas

1.9%

2,070

2.2Financial Managers

1.8%

1,920

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

1.8%

1,910

2.2Geoscientists, Except Hydrologists and Geographers

1.7%

1,830

4.2Office Clerks, General

1.4%

1,580

2.7Industrial Engineers

1.4%

1,560

2.8Real Estate Sales Agents

1.3%

1,400

3.0Gas Plant Operators

1.1%

1,250

1.5Managers, All Other

1.1%

1,210

2.8First-Line Supervisors of Production and Operating Workers

1.0%

1,130

1.6Construction Managers

1.0%

1,120

2.5Industrial Production Managers

1.0%

1,120

2.7Occupational Health and Safety Specialists

1.0%

1,080

2.7Property, Real Estate, and Community Association Managers

1.0%

1,070

3.3Control and Valve Installers and Repairers, Except Mechanical Door

1.0%

1,060

2.7Recycling Coordinators

1.0%

1,060

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

1.0%

1,040

Derrick Operators, Oil and Gas

1.0%

1,040

2.6First-Line Supervisors of Office and Administrative Support Workers

0.9%

1,010

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.8%

4,860

3.5Loading and Moving Machine Operators, Underground Mining

0.8%

890

1.6Architectural and Engineering Managers

0.8%

860

2.7Compliance Officers

0.8%

850

2.8Business Operations Specialists, All Other

0.7%

770

3.0Heavy and Tractor-Trailer Truck Drivers

0.7%

750

2.1Buyers and Purchasing Agents, Farm Products

0.7%

710

2.8Maintece and Repair Workers, General

0.6%

3,590

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

0.6%

650

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.6%

630

2.0Electricians

0.6%

630

2.4Financial and Investment Analysts

0.6%

610

2.5Geological Technicians, Except Hydrologic Technicians

0.6%

3,180

3.1Earth Drillers, Except Oil and Gas

0.5%

590

2.5Human Resources Specialists

0.5%

570

2.2Project Management Specialists

0.5%

520

4.0Title Examiners, Abstractors, and Searchers

0.5%

510

3.3Executive Secretaries and Executive Administrative Assistants

0.5%

2,680

4.0Rock Splitters, Quarry

0.5%

490

2.0Computer and Information Systems Managers

0.5%

480

2.3Software Developers

0.5%

480

2.3Engineers, All Other

0.5%

490

1.8Construction Laborers

0.4%

480

2.5Computer Systems Analysts

0.4%

460

3.2Pump Operators, Except Wellhead Pumpers

0.4%

2,370

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.4%

2,340

3.7Underground Mining Machine Operators, All Other

0.4%

440

3.1Network and Computer Systems Administrators

0.4%

420

3.2Production, Planning, and Expediting Clerks

0.4%

420

3.2Operations Research Analysts

0.4%

2,160

Industrial Truck and Tractor Operators

0.3%

380

3.2Welders, Cutters, Solderers, and Brazers

0.3%

380

2.3Computer Occupations, All Other

0.3%

370

0.3%

370

3.8Gas Compressor and Gas Pumping Station Operators

0.3%

340

2.8Computer Network Architects

0.3%

330

3.5Extraction Workers, All Other

0.3%

330

3.0Logisticians

0.3%

330

3.1Legal Support Workers, All Other

0.3%

300

3.3Computer User Support Specialists

0.3%

1,580

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.3%

280

2.5Mechanical Engineers

0.3%

1,460

4.1Conveyor Operators and Tenders

0.3%

270

1.5Human Resources Managers

0.2%

260

2.1Financial Specialists, All Other

0.2%

260

2.0Civil Engineers

0.2%

250

3.3Industrial Engineering Technologists and Technicians

0.2%

240

3.7Helpers--Extraction Workers

0.2%

1,230

3.8Helpers--Installation, Maintece, and Repair Workers

0.2%

230

2.3Chemical Technicians

0.2%

230

3.2Surveying and Mapping Technicians

0.2%

1,180

2.3Crane and Tower Operators

0.2%

210

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.2%

220

Miscellaneous Assemblers and Fabricators

0.2%

210

3.2Receptionists and Information Clerks

0.2%

210

2.2Environmental Engineers

0.2%

210

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.2%

1,150

2.0Installation, Maintece, and Repair Workers, All Other

0.2%

200

2.8Data Scientists

0.2%

210

2.3Electrical Engineers

0.2%

200

2.0Environmental Scientists and Specialists, Including Health

0.2%

200

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

0.2%

200

2.5Marketing Managers

0.2%

200

0.5Chief Executives

0.2%

180

2.1Electrical and Electronic Engineering Technologists and Technicians

0.2%

170

2.3Operating Engineers and Other Construction Equipment Operators

0.2%

170

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.2%

180

2.5Occupational Health and Safety Technicians

0.2%

910

2.0Captains, Mates, and Pilots of Water Vessels

0.2%

890

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

0.1%

160

3.0Facilities Managers

0.1%

160

2.0Management Analysts

0.1%

150

3.1Market Research Analysts and Marketing Specialists

0.1%

790

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

0.1%

140

2.1Maintece Workers, Machinery

0.1%

150

1.5Sales Managers

0.1%

140

2.8Administrative Services Managers

0.1%

150

2.8Transportation, Storage, and Distribution Managers

0.1%

140

2.3Mining and Geological Engineers, Including Mining Safety Engineers

0.1%

770

4.0Cleaners of Vehicles and Equipment

0.1%

130

3.8Helpers--Production Workers

0.1%

130

2.5Calibration Technologists and Technicians

0.1%

710

3.2Light Truck Drivers

0.1%

120

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

120

1.2Natural Sciences Managers

0.1%

120

1.8Public Relations Specialists

0.1%

120

3.8Payroll and Timekeeping Clerks

0.1%

650

4.5Packaging and Filling Machine Operators and Tenders

0.1%

110

0.1%

110

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

0.1%

110

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

0.1%

110

4.5Information and Record Clerks, All Other

0.1%

110

2.3Civil Engineering Technologists and Technicians

0.1%

570

2.5Construction and Building Inspectors

0.1%

100

3.2Purchasing Managers

0.1%

100

1.5Information Security Analysts

0.1%

100

0.1%

90

4.3Shipping, Receiving, and Inventory Clerks

0.1%

510

3.8Tank Car, Truck, and Ship Loaders

0.1%

510

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

0.1%

80

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

80

3.2Plant and System Operators, All Other

0.1%

80

2.3Commercial Pilots

0.1%

90

1.7Training and Development Specialists

0.1%

90

2.8Computer Network Support Specialists

0.1%

80

3.5Cartographers and Photogrammetrists

0.1%

90

3.2Electronics Engineers, Except Computer

0.1%

80

0.1%

90

2.5Environmental Science and Protection Technicians, Including Health

0.1%

90

4.8Data Entry Keyers

0.1%

430

2.5Sailors and Marine Oilers

0.1%

440

3.8Dredge Operators

0.1%

460

0.1%

480

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

0.1%

80

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.1%

70

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

390

Miscellaneous Construction and Related Workers

0.1%

380

2.0Ship Engineers

0.1%

410

2.8Automotive Service Technicians and Mechanics

0.1%

370

0.1%

410

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.1%

70

2.0Precision Instrument and Equipment Repairers, All Other

0.1%

70

2.4Chemical Engineers

0.1%

60

3.9Stockers and Order Fillers

0.1%

60

2.4Environmental Engineering Technologists and Technicians

0.1%

340

4.2Cost Estimators

0.1%

50

2.1Public Relations Managers

0.1%

60

1.9Personal Financial Advisors

0.1%

50

3.2Paralegals and Legal Assistants

0.1%

60

3.8Billing and Posting Clerks

0.1%

60

3.3Customer Service Representatives

0.1%

60

0.1%

270

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

0.1%

260

3.3Landscaping and Groundskeeping Workers

0.1%

300

2.5Materials Engineers

0.0%

50

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

0.0%

40

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

50

3.0Database Administrators

0.0%

40

2.5Database Architects

0.0%

50

2.8Sales and Related Workers, All Other

0.0%

200

0.0%

250

2.5Painters, Construction and Maintece

0.0%

230

0.0%

230

4.5Packers and Packagers, Hand

0.0%

210

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

230

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

200

3.5Procurement Clerks

0.0%

240

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

0.0%

30

1.8Aircraft Mechanics and Service Technicians

0.0%

30

3.9Production Workers, All Other

0.0%

30

3.8Computer Programmers

0.0%

30

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

0.0%

40

2.5Real Estate Brokers

0.0%

30

3.4Electrical and Electronics Drafters

0.0%

30

3.0Mechanical Engineering Technologists and Technicians

0.0%

180

2.0Boilermakers

0.0%

160

2.5Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

0.0%

190

3.5Hoist and Winch Operators

0.0%

150

4.0Tire Repairers and Changers

0.0%

150

3.0Power Plant Operators

0.0%

180

2.2Sales Engineers

0.0%

130

3.1Cement Masons and Concrete Finishers

0.0%

140

3.5Paving, Surfacing, and Tamping Equipment Operators

0.0%

90

3.3Insulation Workers, Mechanical

0.0%

120

3.0Helpers, Construction Trades, All Other

0.0%

100

3.2Rail-Track Laying and Maintece Equipment Operators

0.0%

100

4.2Machine Feeders and Offbearers

0.0%

130

1.8Electrical Power-Line Installers and Repairers

0.0%

120

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

0.0%

100

3.6Metal-Refining Furnace Operators and Tenders

0.0%

90

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

0.0%

120

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

40

4.0Couriers and Messengers

0.0%

60

2.3Helpers--Electricians

0.0%

30

2.3Radio, Cellular, and Tower Equipment Installers and Repairers

0.0%

30

3.8Shuttle Drivers and Chauffeurs

0.0%

40

2.8Motor Vehicle Operators, All Other

0.0%

40

3.0Locomotive Engineers

0.0%

80

3.4Rail Yard Engineers, Dinkey Operators, and Hostlers

0.0%

40

3.8Automotive and Watercraft Service Attendants

0.0%

40

4.2Material Moving Workers, All Other

0.0%

70

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.0%

30

1.8Electrical and Electronics Repairers, Powerhouse, Substation, and Relay

0.0%

40

3.1Rail Car Repairers

0.0%

50

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

40

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

0.0%

60

0.5Emergency Medical Technicians

0.0%

50

2.5Crossing Guards and Flaggers

0.0%

40

3.8Cooks, Institution and Cafeteria

0.0%

50

0.7Childcare Workers

0.0%

80

3.3Retail Salespersons

0.0%

30

4.1Grinding and Polishing Workers, Hand

0.0%

30

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

0.0%

60

3.5Computer Numerically Controlled Tool Operators

0.0%

70

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

0.0%

40

2.3Appraisers and Assessors of Real Estate

0.0%

50

3.0Budget Analysts

0.0%

40

3.5Software Quality Assurance Analysts and Testers

0.0%

60

3.2Architectural and Civil Drafters

0.0%

30

4.0Mechanical Drafters

0.0%

80

3.8Drafters, All Other

0.0%

40

3.1Hydrologic Technicians

0.0%

30

2.2Compensation and Benefits Managers

0.0%

80

1.8Training and Development Managers

0.0%

40

3.0Farmers, Ranchers, and Other Agricultural Managers

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