O*NET-SOC code
49-2091.00

Install, inspect, test, adjust, or repair avionics equipment, such as radar, radio, navigation, and missile control systems in aircraft or space vehicles.

  • Data source: BLSPublished: 2026-08

    Moderate· 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

    0.000

    0.000Range of values carried here0.745
    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

    0.25

    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

13 rated tasks · 5 tasks with β ≥ 0.5 (38.5%)

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

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 (O*NET 27.2)βE1 + 0.5 × E2
Keep records of maintenance and repair work.

O*NET Task ID 9935

1.0
Operate computer-aided drafting and design applications to design avionics system modifications.

O*NET Task ID 9945

1.0
Coordinate work with that of engineers, technicians, and other aircraft maintenance personnel.

O*NET Task ID 9936

0.5
Interpret flight test data to diagnose malfunctions and systemic performance problems.

O*NET Task ID 9937

0.5
Lay out installation of aircraft assemblies and systems, following documentation such as blueprints, manuals, and wiring diagrams.

O*NET Task ID 9943

0.5
Set up and operate ground support and test equipment to perform functional flight tests of electrical and electronic systems.

O*NET Task ID 9933

0.0
Test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters.

O*NET Task ID 9934

0.0
Install electrical and electronic components, assemblies, and systems in aircraft, using hand tools, power tools, or soldering irons.

O*NET Task ID 9938

0.0
Adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons.

O*NET Task ID 9939

0.0
Connect components to assemblies such as radio systems, instruments, magnetos, inverters, and in-flight refueling systems, using hand tools and soldering irons.

O*NET Task ID 9940

0.0
Assemble components such as switches, electrical controls, and junction boxes, using hand tools or soldering irons.

O*NET Task ID 9941

0.0
Fabricate parts and test aids as required.

O*NET Task ID 9942

0.0
Assemble prototypes or models of circuits, instruments, and systems for use in testing.

O*NET Task ID 9944

0.0

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®, Eloundou et al. (2023): see full notices on the Credits page

All O*NET 31.0 task statements (13)

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
Set up and operate ground support and test equipment to perform functional flight tests of electrical and electronic systems.Core
Test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters.Core
Keep records of maintenance and repair work.Core
Coordinate work with that of engineers, technicians, and other aircraft maintenance personnel.Core
Interpret flight test data to diagnose malfunctions and systemic performance problems.Core
Install electrical and electronic components, assemblies, and systems in aircraft, using hand tools, power tools, or soldering irons.Core
Adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons.Core
Connect components to assemblies such as radio systems, instruments, magnetos, inverters, and in-flight refueling systems, using hand tools and soldering irons.Core
Assemble components such as switches, electrical controls, and junction boxes, using hand tools or soldering irons.Core
Fabricate parts and test aids as required.Core
Lay out installation of aircraft assemblies and systems, following documentation such as blueprints, manuals, and wiring diagrams.Core
Assemble prototypes or models of circuits, instruments, and systems for use in testing.Core
Operate computer-aided drafting and design applications to design avionics system modifications.Core

Occupation information

Employment outlook (BLS)

Employment, 2025
20K
Projected employment, 2035
22K
Change (2025–35)
+9.4%
Median annual wage, 2025
$82,280
Typical education needed for entry
Postsecondary nondegree award
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
76211항공기 전기 설치원Same 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 7421Electronics Mechanics and Servicers

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.

  • avionics technicianESCO 7421.2Same scope

    Avionics technicians install, test, inspect and adjust electrical and electronic equipment such as navigation, communication and flight control systems in aircraft and spacecraft. They carry out maintenance and repair work. They perform functional tests, diagnose problems and take corrective action.

  • aerospace engineering technicianESCO 3115.1.1This occupation is broader

    Aerospace engineering technicians work with aerospace engineers to operate, maintain and test equipment used on aircraft and spacecraft. They review blueprints and instructions to determine test specifications and procedures. They use software to make sure that parts of a spacecraft or aircraft are functioning properly. They record test procedures and results, and make recommendations for changes.

  • aircraft maintenance technicianESCO 7232.5This occupation is broader

    Aircraft maintenance technicians perform preventive maintenance to aircrafts, aircrafts components, engines and assemblies, such as airframes and hydraulic and pneumatic systems. They perform inspections following strict protocols and aviation laws.

  • aircraft maintenance engineerESCO 3153.1Overlapping, not the same

    Aircraft maintenance engineers make preflight and postflight inspections, adjustments, and minor repairs to ensure safe and sound performance of aircrafts. They inspect aircraft prior to takeoff to detect malfunctions such as oil leaks, electrical or hydraulic problems. They verify passenger and cargo distribution and amount of fuel to ensure that weight and balance specifications are met.

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
I1334Electronicien / Electronicienne de maintenance aéronautiqueSame scopeprovisional
I1602Mécanicien / Mécanicienne avionRelated, 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
7531Mecánicos y reparadores de equipos electrónicosThis occupation is narrowerprovisional
7402Mecánicos y ajustadores de motores de aviónRelated, 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
26332Berufe in der Luftverkehrs-, Schiffs- und Fahrzeugelektronik - fachlich ausgerichtete TätigkeitenThis occupation is narrowerprovisional

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
554輸送機械整備・修理従事者(自動車を除く)This occupation is narrower
679その他の電気工事従事者Related, not a match

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