Retail Loss Prevention Specialists

Protective Service Occupations
O*NET-SOC コード
33-9099.02

Implement procedures and systems to prevent merchandise loss. Conduct audits and investigations of employee activity. May assist in developing policies, procedures, and systems for safeguarding assets.

  • データ出典: BLS公表時点: 2026-08

    中程度· 相対

    低い4段階の相対区分非常に高い

    職業群単位の値

    尺度・母数・出典

    4段階の相対区分（低い / 中程度 / 高い / 非常に高い）

    BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります

    出典データセット（XLSX ファイルのダウンロード）

  • データ出典: Anthropic公表時点: 2026-03

    0.057

    0.000ここに掲載された値の範囲0.745

    職業群単位の値

    尺度・母数・出典

    観測エクスポージャー指数、公開されたまま0–1

    O*NETタスクへの対応づけが基準

    SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります

    出典データセット（CSV ファイルのダウンロード）

  • データ出典: ILO公表時点: 2025

    0.20

    0.09ここに掲載された値の範囲0.70

    職業群単位の値

    尺度・母数・出典

    生成AI露出度指数、公開されたまま0–1

    ISCO-08の細分類（4桁）単位で公表された値です。米国労働統計局（BLS）の公式対応表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）を公表どおり適用してこの職業に結び付けており、対応は全部または一部です

    出典データセット（PDF ファイルのダウンロード）

この出典がどのような性格の値か

BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。

Task-level exposure

露出のある作業のみ

評価済みタスク 21 件 · β ≥ 0.5 のタスク 14 件（66.7%）

β = 直接的な露出（E1）+ 0.5 × ツール利用時の露出（E2）。原典リポジトリの定義に従います。

  • 原典の単位：O*NET 27.2 のタスク → O*NET 31.0 の職業コード
  • 評価済みタスクはすべて O*NET 31.0 のタスク一覧にあります。
出典
OpenAI "GPTs are GPTs" exposure rubric
版
gh-main-0471612
ライセンス
MIT License, Copyright (c) 2024 OpenAI
Task (O*NET 20.1)Claude.aiRaw / share %APIRaw / share %
Prepare written reports on investigations.

33-9099.02

0.006958.00.001528.3
Implement or monitor processes to reduce property or financial losses.

33-9099.02

0.002924.40.002037.7
Identify and report safety concerns to maintain a safe shopping and working environment.

33-9099.02

0.002117.6—0
Investigate known or suspected internal theft, external theft, or vendor fraud.
—00.001834.0
Not observed on any surface — 17 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.
Collaborate with law enforcement agencies to report or investigate crimes.
—0—0
Conduct store audits to identify problem areas or procedural deficiencies.
—0—0
Direct work of contract security officers or other loss prevention agents.
—0—0
Identify and report merchandise or stock shortages.
—0—0
Inspect buildings, equipment, or access points to determine security risks.
—0—0
Maintain documentation or reports on security-related incidents or investigations.
—0—0
Monitor compliance with standard operating procedures for loss prevention, physical security, or risk management.
—0—0
Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses.
—0—0
Recommend new or improved processes or equipment to reduce risk exposure.
—0—0
Train establishment personnel in loss prevention activities.
—0—0
Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks.
—0—0
Testify in civil or criminal court proceedings.
—0—0
Apprehend shoplifters in accordance with guidelines.
—0—0
Coordinate with risk management, human resources, or other departments to assist in company programs, investigations, or training.
—0—0
Recommend methods to reduce potential financial fraud losses.
—0—0
Respond to critical incidents, such as catastrophic events, violent weather, or civil disorders.
—0—0
Conduct employee background investigations and review reports with operational or human resources managers.
—0—0

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

O*NET 31.0 のタスク全件（21件）

この職業の O*NET 31.0 のタスク全件（英語原文、種別はコア・補足）。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。

タスク（O*NET 31.0）種類
Implement or monitor processes to reduce property or financial losses.コア
Investigate known or suspected internal theft, external theft, or vendor fraud.コア
Collaborate with law enforcement agencies to report or investigate crimes.コア
Conduct store audits to identify problem areas or procedural deficiencies.コア
Direct work of contract security officers or other loss prevention agents.コア
Identify and report merchandise or stock shortages.コア
Inspect buildings, equipment, or access points to determine security risks.コア
Maintain documentation or reports on security-related incidents or investigations.コア
Monitor compliance with standard operating procedures for loss prevention, physical security, or risk management.コア
Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses.コア
Prepare written reports on investigations.コア
Recommend new or improved processes or equipment to reduce risk exposure.コア
Train establishment personnel in loss prevention activities.コア
Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks.コア
Testify in civil or criminal court proceedings.コア
Apprehend shoplifters in accordance with guidelines.コア
Coordinate with risk management, human resources, or other departments to assist in company programs, investigations, or training.コア
Identify and report safety concerns to maintain a safe shopping and working environment.コア
Recommend methods to reduce potential financial fraud losses.コア
Respond to critical incidents, such as catastrophic events, violent weather, or civil disorders.コア
Conduct employee background investigations and review reports with operational or human resources managers.補足

職業情報

雇用見通し（BLS）

この O*NET 職業だけの値ではなく、SOC 33-9099 グループ（Protective service workers, all other）全体の値です。

雇用者数、2025
82K
雇用者数見通し、2035
85K
変化率 (2025–35)
+3%
年間賃金の中央値、2025
$42,540
入職時に通常必要な学歴
High school diploma or equivalent
最低 $30,890BLS EP 2025–35 の詳細職業825件の賃金中央値の範囲最高 $559,030

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

韓国職業分類との対応（KSCO）

AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。

KSCO コードKSCO 名称関係状態
41291유통 및 매장 감시원範囲が同じ確定

関係と状態の定義(kr-direct v1.1)

ILO（国際労働機関）の職業説明

以下のISCO-08職業群は、AI Changing Workが米国労働統計局（BLS）の発行するクロスウォーク（2018 SOC→2010 SOC、2010 SOC→ISCO-08）を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。

  • ISCO-08 5419Protective Services Workers Not Elsewhere Classified

    他に分類されない保安サービス業の従事者

出典: 総務省「国際標準職業分類（ISCO）2008年改定版（仮訳）分類項目名一覧（和英対照）」— 原著：ILO ISCO-08 © International Labour Organization（日本語訳は総務省がILOの許可を得て作成）

原文を見る

以下の定義・作業・職業例は、この職業ではなく、当該ISCO-08職業群についてのILOによる説明です。

This unit group covers protective services workers not classified elsewhere in Minor Group 541: Protective Services Workers. For instance, the unit group includes lifeguards, crossing guards and animal control officers.

作業

  • (a) patrolling beaches and swimming pools to prevent accidents and to rescue bathers from drowning;
  • (b) monitoring traffic flow to locate safe gaps through which pedestrians can cross streets;
  • (c) responding to citizen complaints concerning stray domestic animals, livestock and wildlife, issuing warnings and citations to owners and impounding lost, homeless and dangerous animals;
  • (d) patrolling an assigned area to enforce parking regulations;
  • (e) directing traffic.

職業例

Animal control officer · Beach patrolman/woman · Crossing guard · Game warden · Lifeguard · Traffic warden

Sources: ILO ISCO-08 — details: Credits

ESCO 職業語彙

ISCO-08 5419

  • crossing guardESCO 5419.4

    Crossing guards direct pedestrians in public places like streets nearby schools or railways to cross public roads and intersections by observing traffic and holding a stop sign towards the vehicles to allow the crossing of pedestrians in a safe and orderly manner.

  • animal welfare inspectorESCO 5164.4

    Animal welfare inspectors investigate alleged reports of animal cruelty or neglect, rescue or collect animals in immediate or potential risk, liaise with internal and external agencies and other animal welfare establishments, educate and advise owners and carers of animals, seek to improve or maintain the welfare of the animal(s), and prevent or alleviate suffering.

  • life guardESCO 5419.6

    Life guards monitor and ensure safety in the aquatic facility by preventing and responding to any emergencies. They identify potential risks, advise individuals on proper behaviour and dangerous zones, conduct life-saving techniques such as first aid and supervise activities of the general public.

  • street wardenESCO 5419.7

    Street wardens patrol designated areas to ensure a sense of security with the public, and provide general support. They monitor suspicious behaviour and cooperate with the police and other local institutions to maintain the community's safety and well-being, and enforce law and issue penalties when necessary.

  • aircraft marshallerESCO 5419.1

    Aircraft marshallers signal pilots to assist them in operations such as turning, slowing down, stopping, and shutting down engines. They lead aircrafts to their parking stands or to the runway. They also indicate directions to the pilots by driving a "follow-me" car.

  • crowd controllerESCO 5414.1.4

    Crowd controllers keep constant watch of the crowd during a specific event such as public speeches, sporting events or concerts, in order to prevent and react quickly to incidents. They control the entry to the venue, monitor the behaviour of the crowd, handle aggressive behaviour and conduct emergency evacuations.

  • game keeperESCO 5164.7

    Game keepers manage the habitat and wild game population in a defined area.

  • civil enforcement officerESCO 5419.2

    Civil enforcement officers patrol the streets to enforce parking restrictions, ensure a free flow of traffic is maintained, ensure the safety of pedestrians, and ensure traffic and parking laws are complied with. They aid with the combating of crime and crime reduction by providing assistance during incidents and providing patrol services.

  • coastguard watch officerESCO 5419.3

    Coastguard watch officers patrol and survey coast and sea regions to prevent accidents, as well as perform search and rescue missions in the event of an emergency. They react to emergency calls, advise on safety procedures, and prevent accidents and illegal activity at sea. Coastguard watch officers investigate shipping activities and aid during pollution incidents and in flood relief.

  • emergency response workerESCO 5419.5

    Emergency response workers work in missions to aid in emergency and disaster situations, such as natural disasters or oil spills. They clean up the debris or waste caused by the event, ensure the people involved are brought to safety, prevent further damage, and transport goods such as food and medical supplies.

上で結び付けたISCO-08職業群の下にESCOが分類しているESCO職業です。この職業と一つずつ対応付けたものではありません。

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

ライセンス: CC BY 4.0 (EU Reuse Notice)

原文を見る

ESCO reuse terms and the modification notice are in Credits.

フランス職業分類との対応（ROME）

この職業と ROME 4.0 の職業票（fiche）との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列（Claude）の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。

ROME コードROME 名称（フランス語）関係
K2503Agent / Agente de prévention et de sécuritéこの職業のほうが狭い暫定
K2502Responsable sécurité de site関連（対応ではない）暫定

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)

スペイン職業分類との対応（CNO-11）

この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

CNO-11 コードCNO-11 名称（スペイン語）関係
3712Detectives privados関連（対応ではない）暫定
5941Vigilantes de seguridad y similares habilitados para ir armados関連（対応ではない）暫定
5942Auxiliares de vigilante de seguridad y similares no habilitados para ir armados関連（対応ではない）暫定

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)

ドイツ職業分類との対応（KldB）

この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

KldB コードKldB 名称（ドイツ語）関係
53152Detektive/Detektivinnen - fachlich ausgerichtete Tätigkeitenこの職業のほうが狭い

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)

日本職業分類との対応（JSCO）

この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

JSCO コードJSCO 名称（日本語）関係
453警備員この職業のほうが狭い

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)

このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知：クレジットと出典