Freight Forwarders
Office and Administrative Support Occupations- O*NET-SOC コード
- 43-5011.01
Research rates, routings, or modes of transport for shipment of products. Maintain awareness of regulations affecting the international movement of cargo. Make arrangements for additional services, such as storage or inland transportation.
- データ出典: BLS公表時点: 2026-08
非常に高い· 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
- データ出典: Anthropic公表時点: 2026-03
0.017
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
- データ出典: ILO公表時点: 2025
0.44–0.57· ISCO-08職業グループ2件
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
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。
結び付けたISCO-08グループごとのILO値
- ISCO-08 3324Trade Brokers0.44
- ISCO-08 3331Clearing and Forwarding Aents0.57
Task-level exposure
露出のある作業のみ評価済みタスク 31 件 · β ≥ 0.5 のタスク 31 件(100.0%)
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 % |
|---|---|---|
Determine efficient and cost-effective methods of moving goods from one location to another.43-5011.01 | 0.004634.9 | 0.00229.3 |
Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.43-5011.01 | 0.002922.2 | 0.00187.5 |
Verify adherence of documentation to customs, insurance, or regulatory requirements.43-5011.01 | 0.002821.4 | 0.015263.4 |
Provide detailed port information to importers or exporters.43-5011.01 | 0.002821.4 | —0 |
Monitor or record locations of goods in transit. | —0 | 0.003112.8 |
Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments. | —0 | 0.00177.0 |
| Not observed on any surface — 25 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. | ||
Select shipment routes, based on nature of goods shipped, transit times, or security needs. | —0 | —0 |
Reserve necessary space on ships, aircraft, trains, or trucks. | —0 | —0 |
Arrange delivery or storage of goods at destinations. | —0 | —0 |
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies. | —0 | —0 |
Calculate weight, volume, or cost of goods to be moved. | —0 | —0 |
Prepare shipping documentation, such as including bills of lading, packing lists, dock receipts, or certificates of origin. | —0 | —0 |
Consolidate loads with a common destination to reduce costs to individual shippers. | —0 | —0 |
Keep records of goods dispatched or received. | —0 | —0 |
Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping. | —0 | —0 |
Negotiate shipping rates with freight carriers. | —0 | —0 |
Obtain or arrange cargo insurance. | —0 | —0 |
Pay or arrange for payment of freight or insurance fees or other charges. | —0 | —0 |
Prepare invoices or cost quotations for freight transportation. | —0 | —0 |
Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs. | —0 | —0 |
Verify proper packaging and labeling of exported goods. | —0 | —0 |
Make arrangements with customs brokers to facilitate the passage of goods through customs. | —0 | —0 |
Provide shipment status notification to exporters, consignees, or insurers. | —0 | —0 |
Assist clients in obtaining insurance reimbursements. | —0 | —0 |
Arrange for applicable duties, taxes, or paperwork for customs clearance. | —0 | —0 |
Complete customs paperwork. | —0 | —0 |
Analyze shipping routes to determine how to minimize environmental impact. | —0 | —0 |
Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts. | —0 | —0 |
Consider environmental sustainability factors when determining merchandise packing methods. | —0 | —0 |
Recommend shipping solutions to minimize cost or environmental impacts. | —0 | —0 |
Review the environmental records of freight carriers to inform shipping decisions. | —0 | —0 |
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 |
|---|---|
Calculate weight, volume, or cost of goods to be moved.O*NET Task ID 17686 | 1.0 |
Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.O*NET Task ID 17687 | 1.0 |
Keep records of goods dispatched or received.O*NET Task ID 17690 | 1.0 |
Prepare invoices or cost quotations for freight transportation.O*NET Task ID 17696 | 1.0 |
Complete customs paperwork.O*NET Task ID 17701 | 1.0 |
Select shipment routes, based on nature of goods shipped, transit times, or security needs.O*NET Task ID 17680 | 0.5 |
Determine efficient and cost-effective methods of moving goods from one location to another.O*NET Task ID 17681 | 0.5 |
Reserve necessary space on ships, aircraft, trains, or trucks.O*NET Task ID 17682 | 0.5 |
Arrange delivery or storage of goods at destinations.O*NET Task ID 17683 | 0.5 |
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.O*NET Task ID 17684 | 0.5 |
Assist clients in obtaining insurance reimbursements.O*NET Task ID 17685 | 0.5 |
Consolidate loads with a common destination to reduce costs to individual shippers.O*NET Task ID 17688 | 0.5 |
Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.O*NET Task ID 17689 | 0.5 |
Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping.O*NET Task ID 17691 | 0.5 |
Monitor or record locations of goods in transit.O*NET Task ID 17692 | 0.5 |
Negotiate shipping rates with freight carriers.O*NET Task ID 17693 | 0.5 |
Obtain or arrange cargo insurance.O*NET Task ID 17694 | 0.5 |
Pay or arrange for payment of freight or insurance fees or other charges.O*NET Task ID 17695 | 0.5 |
Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.O*NET Task ID 17697 | 0.5 |
Verify proper packaging and labeling of exported goods.O*NET Task ID 17698 | 0.5 |
Verify adherence of documentation to customs, insurance, or regulatory requirements.O*NET Task ID 17699 | 0.5 |
Arrange for applicable duties, taxes, or paperwork for customs clearance.O*NET Task ID 17700 | 0.5 |
Make arrangements with customs brokers to facilitate the passage of goods through customs.O*NET Task ID 17702 | 0.5 |
Provide detailed port information to importers or exporters.O*NET Task ID 17703 | 0.5 |
Provide shipment status notification to exporters, consignees, or insurers.O*NET Task ID 17704 | 0.5 |
Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.O*NET Task ID 17705 | 0.5 |
Analyze shipping routes to determine how to minimize environmental impact.O*NET Task ID 19829 | 0.5 |
Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts.O*NET Task ID 19830 | 0.5 |
Consider environmental sustainability factors when determining merchandise packing methods.O*NET Task ID 19831 | 0.5 |
Recommend shipping solutions to minimize cost or environmental impacts.O*NET Task ID 19832 | 0.5 |
Review the environmental records of freight carriers to inform shipping decisions.O*NET Task ID 19833 | 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
O*NET 31.0 のタスク全件(31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 |
|---|---|
| Select shipment routes, based on nature of goods shipped, transit times, or security needs. | コア |
| Determine efficient and cost-effective methods of moving goods from one location to another. | コア |
| Reserve necessary space on ships, aircraft, trains, or trucks. | コア |
| Arrange delivery or storage of goods at destinations. | コア |
| Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies. | コア |
| Calculate weight, volume, or cost of goods to be moved. | コア |
| Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin. | コア |
| Consolidate loads with a common destination to reduce costs to individual shippers. | コア |
| Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments. | コア |
| Keep records of goods dispatched or received. | コア |
| Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping. | コア |
| Monitor or record locations of goods in transit. | コア |
| Negotiate shipping rates with freight carriers. | コア |
| Obtain or arrange cargo insurance. | コア |
| Pay or arrange for payment of freight or insurance fees or other charges. | コア |
| Prepare invoices or cost quotations for freight transportation. | コア |
| Verify proper packaging and labeling of exported goods. | コア |
| Verify adherence of documentation to customs, insurance, or regulatory requirements. | コア |
| Arrange for applicable duties, taxes, or paperwork for customs clearance. | コア |
| Complete customs paperwork. | コア |
| Provide detailed port information to importers or exporters. | コア |
| Provide shipment status notification to exporters, consignees, or insurers. | コア |
| Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts. | コア |
| Assist clients in obtaining insurance reimbursements. | 補足 |
| Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs. | 補足 |
| Make arrangements with customs brokers to facilitate the passage of goods through customs. | 補足 |
| Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance. | 補足 |
| Analyze shipping routes to determine how to minimize environmental impact. | 補足 |
| Consider environmental sustainability factors when determining merchandise packing methods. | 補足 |
| Recommend shipping solutions to minimize cost or environmental impacts. | 補足 |
| Review the environmental records of freight carriers to inform shipping decisions. | 補足 |
0.00/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け(0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境)、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5(ウェブ検索)で推定しました(2026年時点)。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
この職業の O*NET 29.3 タスクのうち、身体的なタスクに分類されたものはありません。
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 43-5011 グループ(Cargo and freight agents)全体の値です。
- 雇用者数、2025
- 100K
- 雇用者数見通し、2035
- 106K
- 変化率 (2025–35)
- +6.2%
- 年間賃金の中央値、2025
- $52,260
- 入職時に通常必要な学歴
- High school diploma or equivalent
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 |
|---|---|---|---|
| 32230 | 무역 사무원 | 重なるが同じではない | 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 3324Trade Brokers
仲立人
- ISCO-08 3331Clearing and Forwarding Aents
通関士、荷送人
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)
Sources: ILO ISCO-08 — details: Credits
ESCO 職業語彙
以下の各項目は、公開されているESCO-O*NET Crosswalk(バージョン1、2022年)で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。
- freight transport dispatcherESCO 4323.6範囲が同じ
Freight transport dispatchers receive and transmit reliable messages, track vehicles and equipment, and record other important information. They oversee the planning operations of dispatching by coordinating different modes of transport. Freight transport dispatchers structure routes or services and determine the appropriate mode of transport. They are also responsible for equipment and vehicle maintenance and workers dispatching. The freight transport dispatchers provide the legal and contractual documentation for the transporting parties.
- international forwarding operations coordinatorESCO 3331.3この職業のほうが広い
International forwarding operations coordinators implement and monitor international forwarding operations by resolving problems and taking decisions related to transport and support activities. They deal with administrative burdens associated with international operations such as regulations in different national contexts for imports and exports. They provide business support, project coordination, evaluation and management of current systems and international supply chain management and procedures as required.
- rail logistics coordinatorESCO 4323.12この職業のほうが広い
Rail logistics coordinator manage shipments by rail including or excluding other transport modes. They coordinate the timely allocation of transport means and equipment and ensure a timely delivery. They design and maintain efficient supply chains for clients and shippers.
- forwarding managerESCO 3331.2重なるが同じではない
Forwarding managers plan and organise cargo shipments within national and international areas. They communicate with carriers and negotiate the best way to send the cargo to its destination which can be a single customer or a point of distribution. Forwarding managers act as experts in supply chain management. They know and apply the rules and regulations for each specific type of cargo and communicate the conditions and costs to the clients.
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)
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 |
|---|---|---|
| N1202 | Agent / Agente de transit | 範囲が同じ暫定 |
| N1204 | Coordinateur / Coordinatrice transit en import - export | この職業のほうが広い暫定 |
| D1429 | Assistant / Assistante import-export | 重なるが同じではない |
| N1206 | Courtier / Courtière affrètement maritime | 関連(対応ではない) |
| N1201 | Affréteur / Affréteuse | 関連(対応ではない)暫定 |
| N1205 | Responsable de service transit | 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 |
|---|---|---|
| 4123 | Empleados de logística y transporte de pasajeros y mercancías | この職業のほうが狭い暫定 |
| 3531 | Representantes de aduanas | 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 |
|---|---|---|
| 51622 | Speditions- und Logistikkaufleute - fachlich ausgerichtete Tätigkeiten | この職業のほうが狭い |
| 51613 | Verkehrskaufleute - komplexe Spezialistentätigkeiten | 関連(対応ではない)暫定 |
| 51652 | Schifffahrtskaufleute - fachlich ausgerichtete Tätigkeiten | 関連(対応ではない)暫定 |
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 |
|---|---|---|
| 249 | 他に分類されない専門的職業従事者 | 関連(対応ではない) |
| 301 | 旅客・貨物係事務員 | 関連(対応ではない) |
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