100以上の職業におけるAI代替リスク、人間の強み、将来求められるスキルを徹底解説。
アルゴリズムや生成AIによって自動化が進みやすい仕事。
Data entry clerks type information from paper documents, spreadsheets, and audio files into computer databases.
Telemarketers place cold calls to consumers to sell products, solicit donations, or gather market research data.
Cashiers scan items, process cash and card payments, bag merchandise, and provide basic customer assistance in stores.
Title examiners search public and private real estate records to verify legal ownership and uncover tax liens or encumbrances.
Bookkeepers record financial transactions, balance accounts payable/receivable, and post debits and credits into software.
Proofreaders review written material for spelling, grammar, punctuation, typographic, and stylistic errors before publication.
共感力、医療、身体的な巧みさが重視される職種。
Firefighters control and extinguish fires, respond to medical emergencies, and rescue victims from hazardous environments.
Mental health counselors assist individuals and families with emotional distress, mental disorders, trauma recovery, and personal development.
Paramedics provide rapid out-of-hospital emergency medical treatment and transport patients during life-threatening crises.
Special education teachers teach students with a wide range of learning, mental, emotional, and physical disabilities.
Surgeons perform intricate operative procedures to treat injuries, diseases, and deformities inside the human body.
Social workers help vulnerable individuals, children, and families cope with poverty, addiction, abuse, and mental illness.
テクノロジーの発展とともに需要が伸びる職種。
Mental health counselors assist individuals and families with emotional distress, mental disorders, trauma recovery, and personal development.
Special education teachers teach students with a wide range of learning, mental, emotional, and physical disabilities.
Registered nurses deliver hands-on patient care, administer medications, monitor vitals, and provide emotional support in clinical settings.
Electricians install, maintain, and repair electrical power, communications, lighting, and control systems in homes and businesses.
Firefighters control and extinguish fires, respond to medical emergencies, and rescue victims from hazardous environments.
Social workers help vulnerable individuals, children, and families cope with poverty, addiction, abuse, and mental illness.
Explore AI exposure across major economic sectors.
