O*NET-SOC code
47-4011.01

Conduct energy audits of buildings, building systems, or process systems. May also conduct investment grade audits of buildings or systems.

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    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

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.048

    0.000Range of values carried here0.745

    Group-level value

    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value

    Source dataset (CSV download)

  • Data source: ILOPublished: 2025

    0.28

    0.09Range of values carried here0.70

    Group-level value

    Scale, basis and source

    Generative AI exposure index, 0–1 as published

    Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published

    Source dataset (PDF download)

What kind of figure this source publishes

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.

Task-level exposure

Exposed tasks only

21 rated tasks · 18 tasks with β ≥ 0.5 (85.7%)

β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.

  • Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
  • All rated tasks are in the O*NET 31.0 task list.
Source
OpenAI "GPTs are GPTs" exposure rubric
Release
gh-main-0471612
License
MIT License, Copyright (c) 2024 OpenAI

Tasks of O*NET-SOC 2010 occupation 13-1199.01 Energy Auditors, linked to this occupation by the O*NET-SOC 2010 to 2019 crosswalk

Task (O*NET 20.1)Claude.aiRaw / share %
Analyze technical feasibility of energy saving measures using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.

13-1199.01

0.009166.0
Educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy efficient appliances.

13-1199.01

0.002317.0
Identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.

13-1199.01

0.002317.0
Not observed on any surface — 18 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters.
—0
Perform tests such as blower-door tests to locate air leaks.
—0
Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.
—0
Prepare audit reports containing energy analysis results or recommendations for energy cost savings.
—0
Analyze energy bills including utility rates or tariffs to gather historical energy usage data.
—0
Calculate potential for energy savings.
—0
Collect and analyze field data related to energy usage.
—0
Compare existing energy consumption levels to normative data.
—0
Determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs.
—0
Identify and prioritize energy saving measures.
—0
Quantify energy consumption to establish baselines for energy use or need.
—0
Oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low flow showerheads to improve energy efficiency.
—0
Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.
—0
Recommend energy efficient technologies or alternate energy sources.
—0
Examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods.
—0
Identify any health or safety issues related to planned weatherization projects.
—0
Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.
—0
Verify income eligibility of participants in publicly financed weatherization programs.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

All O*NET 31.0 task statements (21)

All O*NET 31.0 task statements for this occupation (English, as published; task type core or supplemental). Exposure values are not listed here; they are in the table above, next to each task statement as worded in the O*NET version each source used.

Task (O*NET 31.0)Type
Measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters.Core
Perform tests such as blower-door tests to locate air leaks.Core
Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.Core
Prepare audit reports containing energy analysis results or recommendations for energy cost savings.Core
Analyze energy bills, including utility rates or tariffs, to gather historical energy usage data.Core
Analyze technical feasibility of energy-saving measures, using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.Core
Calculate potential for energy savings.Core
Collect and analyze field data related to energy usage.Core
Compare existing energy consumption levels to normative data.Core
Determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs.Core
Educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy-efficient appliances.Core
Identify and prioritize energy-saving measures.Core
Identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.Core
Quantify energy consumption to establish baselines for energy use or need.Core
Oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low-flow showerheads to improve energy efficiency.Core
Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.Core
Recommend energy-efficient technologies or alternate energy sources.Core
Examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods.Core
Identify any health or safety issues related to planned weatherization projects.Core
Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.Core
Verify income eligibility of participants in publicly financed weatherization programs.Supplemental

Occupation information

Employment outlook (BLS)

Values for the whole SOC 47-4011 group (Construction and building inspectors), not for this O*NET occupation alone.

Employment, 2025
154K
Projected employment, 2035
154K
Change (2025–35)
+0%
Median annual wage, 2025
$74,690
Typical education needed for entry
High school diploma or equivalent
lowest $30,890median wage across 825 detailed occupations, BLS EP 2025–35highest $559,030

Source: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

Korea classification links (KSCO)

Links from the current release of the Korea Occupation Direct Crosswalk v1.1, made by AI Changing Work. Relation values are read from the O*NET-SOC occupation side.

KSCO codeKSCO titleRelationStatus
23126건축에너지 관리 및 평가 기술자Same scopeconfirmed

Relation and status definitions(kr-direct v1.1)

ILO occupational description

AI Changing Work links the ISCO-08 unit groups below to this occupation by applying the U.S. Bureau of Labor Statistics crosswalks (2018 SOC to 2010 SOC, 2010 SOC to ISCO-08) as published, without case-by-case selection; each link may be whole or partial.

  • ISCO-08 3112Civil Engineering Technicians

The definition, tasks and examples below are the ILO's description of that unit group, not of this occupation.

Civil engineering technicians perform technical tasks in civil engineering research and in the design, construction, operation, maintenance and repair of buildings and other structures such as water supply and wastewater treatment systems, bridges, roads, dams and airports.

Tasks

  • (a) performing or assisting with field and laboratory tests of soils and construction materials;
  • (b) providing technical assistance connected with the construction of buildings and other structures, and with surveys or the preparation of survey reports;
  • (c) ensuring compliance with design specifications, relevant legislation and regulations, and maintenance of desired standards of materials and work;
  • (d) applying technical knowledge of building and civil engineering principles and practices in order to identify and solve problems arising;
  • (e) assisting with the preparation of detailed estimates of quantities and costs of materials and labour required for projects, according to the specifications given;
  • (f) organizing maintenance and repairs;
  • (g) inspecting buildings and structures during and after construction to ensure that they comply with building, grading, zoning and safety laws and approved plans, specifications and standards, as well as with other rules concerning quality and safety of buildings; (h) inspecting industrial plant, hotels, cinemas and other buildings and structures to detect fire hazards and advise on how they can be removed; (i) advising on the installation of fire detectors and sprinkler systems and the use of materials in the construction of buildings, and means of transportation to reduce risk of fire and extent of damage and danger if fire occurs.

Example occupations

Building inspector · Building surveyor · Civil engineering technician · Clerk of Works · Fire inspector · Fire prevention specialist · Geotechnical technician · Surveying technician

Sources: ILO ISCO-08 — details: Credits

ESCO occupational vocabulary

Each entry below is matched to this occupation in the published ESCO-O*NET Crosswalk (version 1, 2022). The match types are that crosswalk's; the wording is AI Changing Work's.

  • energy assessorESCO 3112.1.5Same scope

    Energy assessors determine the energy performance of buildings. They create an Energy Performance Certificate (EPC) which indicates what the estimated energy consumption of a property is. Furthermore they give advice on how to improve energy conservation.

  • domestic energy assessorESCO 3112.1.5.1This occupation is broader

    Domestic energy assessors advise individuals on energy supply for their homes. They assess the individual's needs and recommend the appropriate source of energy and supplier, attempting to secure energy sales. They also advise on economic and environmental advantages of types of energy, and create energy plans compliant with regulations and the technical requirements and conditions of the residence.

  • energy analystESCO 3112.5This occupation is broader

    Energy analysts evaluate the consumption of energy in buidings owned by consumers and businesses. By analysing existing energy systems, they recommend cost-effective alternatives. Energy analysts suggest efficiency improvements, make business analyses and participate in the development of policies concerning the use of traditional fuels, transportation, and other factors relating to energy consumption.

  • energy conservation officerESCO 3112.6This occupation is broader

    Energy conservation officers promote the conservation of energy in both residential homes as in businesses. They advise people on ways to reduce their power consumption by enforcing energy efficiency improvements and implementing energy demand management policies.

  • energy consultantESCO 3112.7This occupation is broader

    Energy consultants advise clients on the advantages and disadvantages of different energy sources. They help clients to understand energy tariffs and try to reduce their energy consumption and carbon footprint by using energy efficient products and methods.

  • renewable energy consultantESCO 2433.3This occupation is broader

    Renewable energy consultants advise clients on the advantages and disadvantages of different renewable energy sources. They conduct surveys and interviews to research demand of and opinions on renewable energy, and strive to advise clients on the most advantageous source of renewable energy for their purpose.

Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

License: CC BY 4.0 (EU Reuse Notice)

View original

ESCO reuse terms and the modification notice are in Credits.

France classification links (ROME)

AI Changing Work's links between this occupation and ROME 4.0 job profiles, judged with AI models. Relations are read from this occupation's side. Links marked “provisional” were adopted on the judgments of two judges from the same model family (Claude) alone, or by an operator rule applied to their judgments, so they rest on weaker evidence than confirmed links.

ROME codeROME title (French)Relation
F1114Conseiller / Conseillère en rénovation énergétiqueOverlapping, not the sameprovisional
F1103Diagnostiqueur / Diagnostiqueuse immobilierRelated, not a matchprovisional
F1113Responsable énergieRelated, not a matchprovisional

Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.

ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.

(AI Changing Work link release: fr-direct v1)

Spain classification links (CNO-11)

AI Changing Work's links between this occupation and CNO-11 occupations, judged with AI models. Relations are read from this occupation's side.

CNO-11 codeCNO-11 title (Spanish)Relation
3122Técnicos en construcciónRelated, not a matchprovisional
3129Otros técnicos de las ciencias físicas, químicas, medioambientales y de las ingenieríasRelated, not a matchprovisional

Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.

(AI Changing Work link release: es-direct v1)

Germany classification links (KldB)

AI Changing Work's links between this occupation and KldB occupations, judged with AI models. Relations are read from this occupation's side.

KldB codeKldB title (German)Relation
42313Berufe in der Umweltschutzverwaltung und -beratung - komplexe SpezialistentätigkeitenThis occupation is narrower
31164Bausachverständige und Baukontrolleure/-kontrolleurinnen - hoch komplexe TätigkeitenRelated, not a match

Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.

(AI Changing Work link release: de-direct v1)

Japan classification links (JSCO)

AI Changing Work's links between this occupation and JSCO occupations, judged with AI models. Relations are read from this occupation's side.

JSCO codeJSCO title (Japanese)Relation
091建築技術者Related, not a matchprovisional
119その他の技術者Related, not a matchprovisional

Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.

(AI Changing Work link release: jp-direct v1)

Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources