Marriage and Family Therapists
Community and Social Service Occupations- O*NET-SOC コード
- 21-1013.00
Diagnose and treat mental and emotional disorders, whether cognitive, affective, or behavioral, within the context of marriage and family systems. Apply psychotherapeutic and family systems theories and techniques in the delivery of services to individuals, couples, and families for the purpose of treating such diagnosed nervous and mental disorders.
- データ出典: BLS公表時点: 2026-08
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
0.000
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
0.28
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 9 件を表示評価済みタスク 16 件 · β ≥ 0.5 のタスク 3 件（18.8%）
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 % |
|---|---|---|
Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.21-1013.00 | 0.034643.4 | 0.012740.3 |
Provide instructions to clients on how to obtain help with legal, financial, and other personal issues.21-1013.00 | 0.016720.9 | 0.00227.0 |
Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods.21-1013.00 | 0.012115.2 | —0 |
Ask questions that will help clients identify their feelings and behaviors.21-1013.00 | 0.009612.1 | 0.011636.9 |
Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues.21-1013.00 | 0.00435.3 | 0.00175.4 |
Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, and financial difficulties.21-1013.00 | 0.00243.0 | —0 |
Collect information about clients, using techniques such as testing, interviewing, discussion, and observation. | —0 | 0.003310.4 |
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 |
|---|---|
Maintain case files that include activities, progress notes, evaluations, and recommendations.O*NET Task ID 9187 | 1.0 |
Gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes.O*NET Task ID 9195 | 0.5 |
Write evaluations of parents and children for use by courts deciding divorce and custody cases, testifying in court if necessary.O*NET Task ID 9199 | 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（17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 |
|---|---|
| Ask questions that will help clients identify their feelings and behaviors. | コア |
| Counsel clients on concerns, such as unsatisfactory relationships, divorce and separation, child rearing, home management, or financial difficulties. | コア |
| Encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner. | コア |
| Maintain case files that include activities, progress notes, evaluations, and recommendations. | コア |
| Collect information about clients, using techniques such as testing, interviewing, discussion, or observation. | コア |
| Determine whether clients should be counseled or referred to other specialists in such fields as medicine, psychiatry, or legal aid. | コア |
| Confer with clients to develop plans for posttreatment activities. | コア |
| Follow up on results of counseling programs and clients' adjustments to determine effectiveness of programs. | コア |
| Provide instructions to clients on how to obtain help with legal, financial, and other personal issues. | コア |
| Gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes. | コア |
| Provide public education and consultation to other professionals or groups regarding counseling services, issues, and methods. | コア |
| Supervise other counselors, social service staff, and assistants. | コア |
| Provide family counseling and treatment services to inmates participating in substance abuse programs. | コア |
| Write evaluations of parents and children for use by courts deciding divorce and custody cases, testifying in court if necessary. | コア |
| Develop and implement individualized treatment plans addressing family relationship problems, destructive patterns of behavior, and other personal issues. | コア |
| Confer with other counselors, doctors, and professionals to analyze individual cases and to coordinate counseling services. | コア |
| Diagnose mental and emotional disorders in clients. | 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
- 76K
- 雇用者数見通し、2035
- 87K
- 変化率 (2025–35)
- +13.5%
- 年間賃金の中央値、2025
- $66,940
- 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 |
|---|---|---|---|
| 25330 | 상담 전문가 | この職業のほうが狭い | 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 2635Social Work and Counselling Professionals
ソーシャルワーカー、カウンセリング専門職
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。
Social work and counselling professionals provide advice and guidance to individuals, families, groups, communities and organizations in response to social and personal difficulties. They assist clients to develop skills and access resources and support services needed to respond to issues arising from unemployment, poverty, disability, addiction, criminal and delinquent behaviour, and marital and other problems.
作業
- (a) interviewing clients individually, in families, or in groups, to assess their situation and problems and determine the types of services required;
- (b) analysing the client's situation and presenting alternative approaches to resolving problems;
- (c) compiling case records or reports for courts and other legal proceedings;
- (d) providing counselling, therapy and mediation services and facilitating group sessions to assist clients to develop skills and insights needed to deal with and resolve their social and personal problems;
- (e) planning and implementing programmes of assistance for clients including crisis intervention and referral to agencies that provide financial assistance, legal aid, housing, medical treatment and other services;
- (f) investigating cases of abuse or neglect and taking action to protect children and other at risk persons;
- (g) working with offenders during and after sentence, to help them to integrate into the community and to change attitudes and behaviour in order to reduce further offending;
- (h) providing advice to prison governors and to probation and parole review boards that helps determine whether, and under what conditions, an offender should be incarcerated, released from prison or undergo alternative correctional measures;
- (i) acting as advocates for client groups in the community and lobbying for solutions to problems affecting them;
- (j) developing prevention and intervention programmes to meet community needs;
- (k) maintaining contact with other social service agencies, educational institutions and health care providers involved with clients to provide information and obtain feedback on clients' overall situation and progress.
職業例
Addictions counsellor · Bereavement counsellor · Child and youth counsellor · District social welfare officer · Family counsellor · Marriage counsellor · Parole officer · Probation officer · Sexual assault counsellor · Social worker · Women’s welfare organizer
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。
- marriage counsellorESCO 2635.1.4範囲が同じ
Marriage counsellors support and guide couples and families that are going through crises such as depression, substance abuse and relationship problems. They help improving their communication by providing group or individual therapy.
- psychologistESCO 2634.2この職業のほうが狭い
Psychologists study the behaviour and mental processes in humans. They provide services to clients who deal with mental health issues and life issues such as bereavement, relationship difficulties, domestic violence, and sexual abuse. They also provide counselling for mental health issues such as eating disorders, post-traumatic stress disorders, and psychosis in order to help the clients rehabilitate and reach a healthy behaviour.
- psychotherapistESCO 2634.2.4この職業のほうが狭い
Psychotherapists assist and treat healthcare users with varying degrees of psychological, psychosocial, or psychosomatic behavioural disorders and pathogenic conditions by means of psychotherapeutic methods. They promote personal development and well-being and provide advice on improving relationships, capabilities, and problem-solving techniques. They use science-based psychotherapeutic methods such as behavioural therapy, existential analysis and logotherapy, psychoanalysis or systemic family therapy in order to guide the patients in their development and help them search for appropriate solutions to their problems. Psychotherapists are not required to have academic degrees in psychology or a medical qualification in psychiatry. It is an independent occupation from psychology, psychiatry, and counselling.
- clinical psychologistESCO 2634.2.1重なるが同じではない
Clinical psychologists diagnose, rehabilitate, and support individuals affected by mental, emotional, and behavioural disorders and problems as well as mental changes and pathogenic conditions through use of cognitive tools and appropriate intervention. They use clinical psychological resources on the basis of psychological science, its findings, theories, methods, and techniques for the investigation, interpretation, and prediction of human experience and behaviour.
- mental health social workerESCO 2635.3.17重なるが同じではない
Mental health social workers assist and provide counselling to people with mental, emotional, or substance abuse problems. They focus on providing personalised support to cases and monitor the recovery process of their clients by providing therapy, crisis intervention, client advocacy and education. Mental health social workers may contribute to mental health services improvement and mental health outcomes for citizens.
- social counsellorESCO 2635.1重なるが同じではない
Social counsellors provide support and guidance to individuals in the social work area, to help them solve specific problems in their personal life. It involves addressing personal and relationship issues, dealing with inner conflicts, crisis moments such as depression and addiction, in an attempt to empower individuals to achieve change and improve their life quality.
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 |
|---|---|---|
| K1101 | Conseiller conjugal et familial / Conseillère conjugale et familiale | 重なるが同じではない暫定 |
| J1138 | Sexologue | 関連（対応ではない）暫定 |
| K1104 | Psychologue | 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 |
|---|---|---|
| 2159 | Profesionales de la salud no clasificados bajo otros epígrafes | 関連（対応ではない） |
| 2823 | Psicólogos | 関連（対応ではない） |
| 2824 | Profesionales del trabajo y la educación social | 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 |
|---|---|---|
| 81634 | Berufe in der nicht ärztlichen Psychotherapie - hoch komplexe Tätigkeiten | この職業のほうが狭い暫定 |
| 83154 | Berufe in der Sozial-, Erziehungs- und Suchtberatung - 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 |
|---|---|---|
| 159 | 他に分類されない保健医療従事者 | 関連（対応ではない） |
| 243 | カウンセラー(医療・福祉施設を除く) | 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