Survey Researchers
Life, Physical, and Social Science Occupations- O*NET-SOC コード
- 19-3022.00
Plan, develop, or conduct surveys. May analyze and interpret the meaning of survey data, determine survey objectives, or suggest or test question wording. Includes social scientists who primarily design questionnaires or supervise survey teams.
- 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
0.432
0.000ここに掲載された値の範囲0.745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
0.56
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
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
非表示の作業 7 件を表示評価済みタスク 16 件 · β ≥ 0.5 のタスク 16 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 % |
|---|---|---|
Conduct research to gather information about survey topics.19-3022.00 | 0.072243.3 | 0.04804.4 |
Review, classify, and record survey data in preparation for computer analysis.19-3022.00 | 0.039023.4 | 0.939986.5 |
Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.19-3022.00 | 0.035221.1 | 0.07396.8 |
Analyze data from surveys, old records, or case studies, using statistical software.19-3022.00 | 0.00704.2 | 0.01471.4 |
Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.19-3022.00 | 0.00533.2 | 0.01020.9 |
Consult with clients to identify survey needs and specific requirements, such as special samples.19-3022.00 | 0.00301.8 | —0 |
Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.19-3022.00 | 0.00271.6 | —0 |
Collaborate with other researchers in the planning, implementation, and evaluation of surveys.19-3022.00 | 0.00231.4 | —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 |
|---|---|
Review, classify, and record survey data in preparation for computer analysis.O*NET Task ID 7548 | 1.0 |
Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.O*NET Task ID 7554 | 1.0 |
Write training manuals to be used by survey interviewers.O*NET Task ID 7559 | 1.0 |
Write proposals to win new projects.O*NET Task ID 21107 | 1.0 |
Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.O*NET Task ID 7545 | 0.5 |
Consult with clients to identify survey needs and specific requirements, such as special samples.O*NET Task ID 7546 | 0.5 |
Analyze data from surveys, old records, or case studies, using statistical software.O*NET Task ID 7547 | 0.5 |
Conduct research to gather information about survey topics.O*NET Task ID 7549 | 0.5 |
Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.O*NET Task ID 7550 | 0.5 |
Collaborate with other researchers in the planning, implementation, and evaluation of surveys.O*NET Task ID 7551 | 0.5 |
Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.O*NET Task ID 7552 | 0.5 |
Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.O*NET Task ID 7553 | 0.5 |
Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.O*NET Task ID 7555 | 0.5 |
Support, plan, and coordinate operations for single or multiple surveys.O*NET Task ID 7556 | 0.5 |
Direct updates and changes in survey implementation and methods.O*NET Task ID 7557 | 0.5 |
Hire and train recruiters and data collectors.O*NET Task ID 7558 | 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(16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 |
|---|---|
| Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results. | コア |
| Consult with clients to identify survey needs and specific requirements, such as special samples. | コア |
| Analyze data from surveys, old records, or case studies, using statistical software. | コア |
| Review, classify, and record survey data in preparation for computer analysis. | コア |
| Conduct research to gather information about survey topics. | コア |
| Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews. | コア |
| Collaborate with other researchers in the planning, implementation, and evaluation of surveys. | コア |
| Direct and review the work of staff members, including survey support staff and interviewers who gather survey data. | コア |
| Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations. | コア |
| Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting. | コア |
| Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials. | コア |
| Support, plan, and coordinate operations for single or multiple surveys. | コア |
| Direct updates and changes in survey implementation and methods. | コア |
| Hire and train recruiters and data collectors. | コア |
| Write training manuals to be used by survey interviewers. | コア |
| Write proposals to win new projects. | コア |
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)
- 雇用者数、2025
- 10K
- 雇用者数見通し、2035
- 9K
- 変化率 (2025–35)
- -4.8%
- 年間賃金の中央値、2025
- $69,460
- 入職時に通常必要な学歴
- Master's degree
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 |
|---|---|---|---|
| 28340 | 조사 전문가 | 範囲が同じ | 確定 |
| 13901 | 시장 및 여론 조사 관리자 | 関連(対応ではない) | 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 2120Mathematicians, Actuaries and Statisticians
数学者、保険計理士、統計の専門職
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)
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。
Mathematicians, actuaries and statisticians conduct research and improve or develop mathematical, actuarial and statistical concepts, theories and operational methods and techniques and advise on or engage in their practical application in such fields as engineering, business and social and other sciences.
作業
- (a) studying, improving and developing mathematical, actuarial and statistical theories and techniques;
- (b) advising on or applying mathematical principles, models and techniques to a wide range of tasks in the fields of engineering, natural, social or life sciences;
- (c) conducting logical analyses of management problems, especially in terms of input-output effectiveness, and formulating mathematical models of each problem usually for programmeming and solution by computer;
- (c) designing and putting into operation pension schemes and life, health, social and other types of insurance systems;
- (e) applying mathematics, statistics, probability and risk theory to assess potential financial impacts of future events;
- (f) planning and organizing surveys and other statistical collections, and designing questionnaires;
- (g) evaluating, processing, analysing, and interpreting statistical data and preparing them for publication;
- (h) advising on or applying various data collection methods and statistical methods and techniques, and determining reliability of findings, especially in such fields as business or medicine as well as in other areas of natural, social or life sciences;
- (i) preparing scientific papers and reports;
- (j) supervising the work of mathematical, actuarial and statistical assistants and statistical clerks.
職業例
Actuary · Demographer · Mathematician · Operations research analyst · Statistician
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。
- demographerESCO 2120.2この職業のほうが広い
Demographers study a variety of parameters related with population. They develop, based on their observations, statistical analyses on the evolutions and changes of births, elderly, marriage and divorce, employment, mortality, immigration and related matters.
- field survey managerESCO 3341.7この職業のほうが広い
Field survey managers organise and supervise investigations and surveys on the request of a sponsor. They monitor their implementation according to production requirements and lead a team of field investigators.
- market research analystESCO 2431.11この職業のほうが広い
Market research analysts collect the information gathered in the market research and study it to draw conclusions. They define the potential customers of a product, the target group and the way they can be reached. Market research analysts analyse the position of products in the market from different perspectives such as features, prices and competitors. They analyse cross selling and interdependencies between different products and their placement. Market research analysts prepare information helpful for the development of marketing strategies.
- market research interviewerESCO 4227.1この職業のほうが広い
Market research interviewers strive to collect information on the perceptions, opinions, and preferences of customers in relation to commercial products or services. They use interview techniques to draw as much information as possible by contacting people via telephone calls, by approaching them face-to-face or by by virtual means. They pass this information to experts for drawing analysis.
- social work researcherESCO 2632.6.1この職業のほうが広い
Social work researchers manage research projects aiming to investigate and provide reports on social issues. They first perform research by gathering information through interviews, focus groups and questionnaires; followed by organising and analysing the gathered information using computer software packages. They analyse social problems and needs, and the different ways and techniques to respond to them.
- survey enumeratorESCO 4227.2この職業のほうが広い
Survey enumerators perform interviews and fill in forms in order to collect the data provided by interviewees. They can collect information by phone, mail, personal visits or on the street. They conduct and help the interviewees administer the information that the interviewer is interested in having, usually related to demographic information for governmental statistical purposes.
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 |
|---|---|---|
| M1404 | Responsable d'enquêtes terrain | 重なるが同じではない暫定 |
| M1401 | Enquêteur / Enquêtrice sondage | 関連(対応ではない)暫定 |
| M1430 | Chargé / Chargée d'études commerciales | 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 |
|---|---|---|
| 2416 | Estadísticos | 関連(対応ではない) |
| 2651 | Profesionales de la publicidad y la comercialización | 関連(対応ではない) |
| 2821 | Sociólogos, geógrafos, antropólogos, arqueólogos y afines | 関連(対応ではない) |
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 |
|---|---|---|
| 91344 | Berufe in der Markt- und Meinungsforschung - hoch komplexe Tätigkeiten | この職業のほうが狭い |
| 91324 | Berufe in der Soziologie - hoch komplexe Tätigkeiten | 関連(対応ではない) |
| 91244 | Berufe in Medien- und Theaterwissenschaft - hoch komplexe 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 |
|---|---|---|
| 052 | 人文・社会科学系等研究者 | 関連(対応ではない)暫定 |
| 253 | 企画事務員 | 関連(対応ではない)暫定 |
| 292 | 調査員 | 関連(対応ではない)暫定 |
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