Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Investigate customer or public complaints to determine the nature and extent of problems.Details
17-2071
0.023120.7
Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.Details
17-2071
0.022920.6
Integrate electrical systems with renewable energy systems to improve overall efficiency.Details
17-2071
0.022820.5
Estimate labor, material, or construction costs for budget preparation purposes.Details
17-2071
0.012511.2
Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.Details
17-2071
0.011310.2
Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.Details
17-2071
0.00827.4
Develop systems that produce electricity using renewable energy sources, such as wind, solar, or biofuels.Details
17-2071
0.00464.1
Plan layout of electric power generating plants or distribution lines or stations.Details
17-2071
0.00211.9
Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.Details
17-2071
0.00201.8
Operate computer-assisted engineering or design software or equipment to perform engineering tasks.Details
17-2071
0.00201.8
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
Task
βE1 + 0.5 × E2
Operate computer-assisted engineering or design software or equipment to perform engineering tasks.Details
O*NET Task ID 1349
1.0
Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.Details
O*NET Task ID 1351
1.0
Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects.Details
O*NET Task ID 1353
1.0
Prepare specifications for purchases of materials or equipment.Details
O*NET Task ID 1354
1.0
Compile data and write reports regarding existing or potential electrical engineering studies or projects.Details
O*NET Task ID 1363
1.0
Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.Details
O*NET Task ID 1348
0.5
Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.Details
O*NET Task ID 1350
0.5
Investigate or test vendors' or competitors' products.Details
O*NET Task ID 1356
0.5
Oversee project production efforts to assure projects are completed on time and within budget.Details
O*NET Task ID 1357
0.5
Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.Details
O*NET Task ID 1358
0.5
Plan layout of electric power generating plants or distribution lines or stations.Details
O*NET Task ID 1360
0.5
Assist in developing capital project programs for new equipment or major repairs.Details
O*NET Task ID 1361
0.5
Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.Details
O*NET Task ID 1364
0.5
Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.Details
O*NET Task ID 1365
0.5
Design electrical systems or components that minimize electric energy requirements, such as lighting systems designed to account for natural lighting.Details
O*NET Task ID 19617
0.5
Develop systems that produce electricity with renewable energy sources, such as wind, solar, or biofuels.Details
O*NET Task ID 19618
0.5
Integrate electrical systems with renewable energy systems to improve overall efficiency.Details
O*NET Task ID 19619
0.5
Estimate labor, material, or construction costs for budget preparation purposes.Details
O*NET Task ID 20729
0.5
Investigate customer or public complaints to determine the nature and extent of problems.Details
O*NET Task ID 20730
0.5
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
ILO occupational description
Electrical Engineers
Electrical engineers conduct research and advise on, design and direct the construction and operation of electrical systems, components, motors and equipment, and advise on and direct their functioning, maintenance and repair, or study and advise on technological aspects of electrical engineering materials, products and processes.
Tasks
(a) advising on and designing power stations and systems which generate, transmit and distribute electrical power;
(b) supervising, controlling and monitoring the operation of electrical generation, transmission and distribution systems;
(c) advising on and designing systems for electrical motors, electrical traction and other equipment, or electrical domestic appliances;
(d) specifying electrical installation and application in industrial and other buildings and objects;
(e) establishing control standards and procedures to monitor performance and safety of electrical generating and distribution systems, motors and equipment;
(f) determining manufacturing methods for electrical systems, as well as maintenance and repair of existing electrical systems, motors and equipment.
Example occupations
Electrical engineer · Electric power generation engineer · Electromechanical engineer
Electromagnetic engineers design and develop electromagnetic systems, devices, and components, such as electromagnets in loudspeakers, electromagnetic locks, conducting magnets in MRI's, and magnets in electric motors.
electric power generation engineerESCO 2151.1.1
Electric power generation engineers design and develop systems which generate electrical power, and develop strategies for the improvement of existing electricity generation systems. They strive to conciliate sustainable solutions with efficient and affordable solutions. They engage in projects where supply of electrical energy is required.
electromechanical engineerESCO 2151.1.3
Electromechanical engineers design and develop equipment and machinery that use both electrical and mechanical technology. They make draughts and prepare documents detailing the material requisitions, the assembly process and other technical specifications. Electromechanical engineers also test and evaluate the prototypes. They oversee the manufacturing process.
electrical engineerESCO 2151.1
Electrical engineers design and develop electrical systems, electrical equipment, components, motors, and equipment with the feature of energy transmission. They engage in large scale projects such as the design and maintenance of power stations, and the distribution of power to smaller applications such as household appliances.
power distribution engineerESCO 2151.1.5
Power distribution engineers design and operate facilities which distribute power from the distribution facility to the consumers. They research methods for the optimisation of power distribution, and ensure the consumers' needs are met. They also ensure compliance to safety regulations by monitoring the automated processes in plants and directing workflow.
mine electrical engineerESCO 2151.1.4
Mine electrical engineers supervise the procurement, installation and maintenance of mining electrical equipment, using their knowledge of electrical and electronic principles. They organise the replacement and repair of electrical equipment and components.
substation engineerESCO 2151.1.6
Substation engineers design medium and high voltage substations used for the transmission, distribution, and generation of electrical energy. They develop methods for the efficient operation of the energy process, and ensure compliance to safety and environmental standards.
Source:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
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The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
Projected change: +9.9%
Median wage: $121K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K