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AI露出度

  • 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

    0.012

    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

    出典データセット

  • データ出典: ILO公表時点: 2025

    0.19

    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の職業小分類単位 — 同じコードの職業はすべて同じ値

    当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは87%です。

    出典データセット

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
TaskClaude.aiRaw / share %APIRaw / share %
Help children with homework and school work.

39-9011

0.057672.40.004250.0
Communicate with children's parents or guardians about daily activities, behaviors, and related issues.

39-9011

0.009211.6—0
Observe children's behavior for irregularities, take temperature, transport children to doctor, or administer medications, as directed, to maintain children's health.

39-9011

0.00384.8—0
Create developmentally appropriate lesson plans.

39-9011

0.00354.4—0
Help develop or monitor family schedule.

39-9011

0.00243.0—0
Keep records on individual children, including daily observations and information about activities, meals served, and medications administered.

39-9011

0.00162.0—0
Teach and perform age-appropriate activities, such as lap play, reading, and arts and crafts to encourage intellectual development of children.

39-9011

0.00151.9—0
Identify signs of emotional or developmental problems in children and bring them to parents' or guardians' attention.
—00.004250.0
Not observed on any surface — 36 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.
Support children's emotional and social development, encouraging understanding of others and positive self-concepts.
—0—0
Sanitize toys and play equipment.
—0—0
Discipline children and recommend or initiate other measures to control behavior, such as caring for own clothing and picking up toys and books.
—0—0
Observe and monitor children's play activities.
—0—0
Instruct children in health and personal habits, such as eating, resting, and toilet habits.
—0—0
Read to children and teach them simple painting, drawing, handicrafts, and songs.
—0—0
Organize and store toys and materials to ensure order in activity areas.
—0—0
Dress children and change diapers.
—0—0
Perform housekeeping duties, such as laundry, cleaning, dish washing, and changing of linens.
—0—0
Maintain a safe play environment.
—0—0
Assist in preparing food and serving meals and refreshments to children.
—0—0
Regulate children's rest periods.
—0—0
Perform general administrative tasks, such as taking attendance, editing internal paperwork, and making phone calls.
—0—0
Organize and participate in recreational activities and outings, such as games and field trips.
—0—0
Care for children in institutional setting, such as group homes, nursery schools, private businesses, or schools for the handicapped.
—0—0
Operate in-house day-care centers within businesses.
—0—0
Sterilize bottles and prepare formulas.
—0—0
Accompany children to and from school, on outings, and to medical appointments.
—0—0
Place or hoist children into baths or pools.
—0—0
Provide care for mentally disturbed, delinquent, or handicapped children.
—0—0
Perform general personnel functions, such as supervision, training, and scheduling.
—0—0
Perform first aid or cardiopulmonary resuscitation (CPR) when required.
—0—0
Regulate children's rest periods and nap schedules.
—0—0
Meet regularly with parents to discuss children's activities and development.
—0—0
Help prepare and serve nutritionally balanced meals and snacks for children.
—0—0
Instruct children in safe behavior, such as seeking adult assistance when crossing the street and avoiding contact or play with unsafe objects.
—0—0
Organize and conduct age-appropriate recreational activities, such as games, arts and crafts, sports, walks, and play dates.
—0—0
Model appropriate social behaviors and encourage concern for others to cultivate development of interpersonal relationships and communication skills.
—0—0
Work with parents to develop and implement discipline programs to promote desirable child behavior.
—0—0
Supervise and assist with homework.
—0—0
Assign appropriate chores and praise targeted behaviors to encourage development of self-control, self-confidence, and responsibility.
—0—0
Transport children to schools, social outings, and medical appointments.
—0—0
Perform housekeeping and cleaning duties related to children's care.
—0—0
Instruct and assist children in the development of health and personal habits, such as eating, resting, and toilet behavior.
—0—0
Keep records of play, meal schedules, and bill payment.
—0—0
Remove hazards and develop appropriate boundaries and rules to create a safe environment for children.
—0—0

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

職業情報