O*NET-SOC code
53-5031.00

Supervise and coordinate activities of crew engaged in operating and maintaining engines, boilers, deck machinery, and electrical, sanitary, and refrigeration equipment aboard ship.

  • Data source: BLSPublished: 2026-08

    Low· 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

    0.23

    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

17 rated tasks · 4 tasks with β ≥ 0.5 (23.5%)

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
Task (O*NET 20.1)APIRaw / share %
Act as a liaison between a ship's captain and shore personnel to ensure that schedules and budgets are maintained and that the ship is operated safely and efficiently.

53-5031.00

0.0015100.0
Not observed on any surface — 16 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.
Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.
—0
Monitor engine, machinery, or equipment indicators when vessels are underway and report abnormalities to appropriate shipboard staff.
—0
Maintain electrical power, heating, ventilation, refrigeration, water, or sewerage systems.
—0
Record orders for changes in ship speed or direction and note gauge readings or test data, such as revolutions per minute or voltage output, in engineering logs or bellbooks.
—0
Perform or participate in emergency drills, as required.
—0
Maintain complete records of engineering department activities, including machine operations.
—0
Start engines to propel ships and regulate engines and power transmissions to control speeds of ships, according to directions from captains or bridge computers.
—0
Monitor and test operations of engines or other equipment so that malfunctions and their causes can be identified.
—0
Maintain or repair engines, electric motors, pumps, winches, or other mechanical or electrical equipment or assist other crew members with maintenance or repair duties.
—0
Perform general marine vessel maintenance or repair work, such as repairing leaks, finishing interiors, refueling, or maintaining decks.
—0
Operate or maintain off-loading liquid pumps or valves.
—0
Clean engine parts and keep engine rooms clean.
—0
Supervise the activities of marine engine technicians engaged in the maintenance or repair of mechanical or electrical marine vessels and inspect their work to ensure that it is performed properly.
—0
Order and receive engine room stores, such as oil or spare parts, maintain inventories, and record usage of supplies.
—0
Install engine controls, propeller shafts, or propellers.
—0
Fabricate engine replacement parts, such as valves, stay rods, or bolts, using metalworking machinery.
—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 (17)

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
Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.Core
Monitor engine, machinery, or equipment indicators when vessels are underway, and report abnormalities to appropriate shipboard staff.Core
Maintain electrical power, heating, ventilation, refrigeration, water, or sewerage systems.Core
Record orders for changes in ship speed or direction, and note gauge readings or test data, such as revolutions per minute or voltage output, in engineering logs or bellbooks.Core
Perform or participate in emergency drills, as required.Core
Maintain complete records of engineering department activities, including machine operations.Core
Start engines to propel ships, and regulate engines and power transmissions to control speeds of ships, according to directions from captains or bridge computers.Core
Monitor and test operations of engines or other equipment so that malfunctions and their causes can be identified.Core
Maintain or repair engines, electric motors, pumps, winches, or other mechanical or electrical equipment, or assist other crew members with maintenance or repair duties.Core
Perform general marine vessel maintenance or repair work, such as repairing leaks, finishing interiors, refueling, or maintaining decks.Core
Operate or maintain off-loading liquid pumps or valves.Core
Clean engine parts and keep engine rooms clean.Core
Supervise marine engine technicians engaged in the maintenance or repair of mechanical or electrical marine vessels, and inspect their work to ensure that it is performed properly.Core
Order and receive engine room stores, such as oil or spare parts, maintain inventories, and record usage of supplies.Core
Act as a liaison between a ship's captain and shore personnel to ensure that schedules and budgets are maintained and that the ship is operated safely and efficiently.Core
Install engine controls, propeller shafts, or propellers.Core
Fabricate engine replacement parts, such as valves, stay rods, or bolts, using metalworking machinery.Supplemental

Occupation information

Employment outlook (BLS)

Employment, 2025
9K
Projected employment, 2035
9K
Change (2025–35)
+2.7%
Median annual wage, 2025
$109,530
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
23823선박 기관사Same 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 3151Ships' Engineers

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

Ships’ engineers control and participate in the operation, maintenance and repair of mechanical, electrical and electronic equipment and machinery on board ship, or perform related supporting functions on shore.

Tasks

  • (a) controlling and participating in the operation, maintenance and repair of mechanical, electrical and electronic equipment and machinery on board ship;
  • (b) ordering fuel and other engine-room department stores and maintaining record of operations;
  • (c) performing technical supervision of the installation, maintenance and repair of ship’s machinery and equipment to ensure compliance with specifications and regulations;
  • (d) inspecting and conducting maintenance and emergency repairs to engines, machinery and auxiliary equipment;
  • (e) standing engine room watch, monitoring and noting performance of engines, machinery and auxiliary equipment.

Example occupations

Ships' Engineer

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.

  • ship duty engineerESCO 3151.4Same scope

    Ship duty engineers share responsibility for most of the content of the ship's hull. They ensure operation of the main engines, steering mechanism, electrical generation and other major subsystems. They communicate with the ship chief engineer to perform technical operations.

  • marine engineerESCO 2144.1.10Overlapping, not the same

    Marine engineers design, build, maintain and repair the hull, mechanical, electronic equipment and auxiliary systems such as engines, pumps, heating, ventilation, generator sets. They work on all types of boats from pleasure crafts to naval vessels, including submarines.

  • marine mechanicESCO 7233.9Overlapping, not the same

    Marine mechanics are in charge of the engines and mechanical parts of the vessel and replace defective equipment and parts. They communicate with other crew members on the operational level. Marine mechanics maintain and repair the engines and the other machinery of vessels such as boilers, generators and electrical equipment.

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
N3106Officier / Officière de la marine marchandeThis occupation is narrowerprovisional
I1605Mécanicien / Mécanicienne en mécanique marine ou navaleRelated, not a matchprovisional
N3102Matelot machine de la marine marchandeRelated, not a matchprovisional
N3111Officier électronicien / Officière électronicienneRelated, 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
3151Jefes y oficiales de máquinasSame scopeprovisional

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
51133Berufe im technischen Schiffsverkehrsbetrieb - komplexe SpezialistentätigkeitenThis occupation is broaderprovisional
51134Berufe im technischen Schiffsverkehrsbetrieb - hoch komplexe TätigkeitenThis occupation is broaderprovisional
51193Aufsichtskräfte - Technischer Betrieb im Eisenbahn-, Luft- und SchiffsverkehrRelated, not a matchprovisional

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
623船舶機関長・機関士(漁労船を除く)Same scopeprovisional
482船長・航海士・機関長・機関士(漁労船)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