Global 
AI is changing school and work. Get ready now.
What the next 10 years of AI mean for your child, using official numbers for your country, which careers grow or shrink, and a clear plan for every grade to grow a leader with character, confidence, courage, clarity and the greatest skills.
Official numbers
What the research says.
Figures for your country, plus the global picture. Every number links to its source.
Data scientists: one of the fastest-growing U.S. jobs, 2024–34. Information security analysts +28.5%, software developers +15.8%.
U.S. Bureau of Labor Statistics, 2026 · Source ↗Customer service representatives, 2024–34. BLS says AI-driven productivity is expected to reduce demand for some office and support jobs.
U.S. Bureau of Labor Statistics, 2026 · Source ↗of U.S. jobs will require education or training after high school by 2031.
Georgetown University Center on Education and the Workforce · Source ↗of Canadian workers are in jobs highly exposed to AI. About half of them (29% of all workers) are in jobs where AI is likely to help, not replace.
Statistics Canada, 2024 · Source ↗of Canadian workers are in jobs highly exposed to AI with low complementarity, where tasks are more likely to be automated.
Statistics Canada, 2024 · Source ↗Registered nurses face a strong risk of labour shortage nationally, 2024–2033: human-centred careers stay in demand.
Job Bank, Government of Canada · Source ↗new AI-enabled jobs India could create within five years with a coordinated national approach.
NITI Aayog, Roadmap for Job Creation in the AI Economy (2025) · Source ↗unemployment among urban youth aged 15–29 (September 2026), while companies report skill shortages: skills, not just degrees, decide jobs.
PLFS, MoSPI · Source ↗people work in India’s 2,117 Global Capability Centres of international companies, and nearly half of the new ones focus on AI.
Nasscom–Zinnov GCC Landscape 2026 · Source ↗of today’s job skills are expected to change or become outdated by 2030.
World Economic Forum, Future of Jobs Report 2025 · Source ↗jobs created vs. displaced worldwide by 2030, a net gain of 78 million, but different jobs from today’s.
World Economic Forum, Future of Jobs Report 2025 · Source ↗In school
What is changing in education.
Executive Order 14277 (April 2025) calls for AI education from kindergarten, teacher training and a national student AI challenge. Since September 2026, federal agencies use the term ‘Super Intelligence (SI)’.
Many states and districts have issued AI guidance. Some allow AI for brainstorming and feedback but not for final work. Always follow your school’s policy.
Colleges value original thinking, writing in your own voice and real projects. AP Computer Science Principles and AP Statistics are strong AI-age courses.
Education is provincial in Canada, so AI guidance comes from your province and school board. Ask your school what is allowed for homework and tests.
Canadian universities are updating academic-integrity rules for generative AI. Learning to use AI openly and honestly matters.
Statistics Canada found that, unlike earlier automation, AI is more likely to transform the jobs of highly educated workers, so every student needs AI skills.
Under NEP 2020, CBSE schools teach computational thinking from Class 3 and AI basics from Class 6, starting 2026–27. Many state boards are adding similar content.
The IndiaAI Mission (₹10,372 crore) funds computing, startups and skilling, and NITI Aayog has proposed a National AI Talent Mission to make India the AI workforce capital by 2035.
SSLC/Class 10 and PUC/Class 12 marks still decide admissions. Use AI to understand and practise, never to replace your own learning.
The human edge
What AI cannot replace.
The outcome we build toward: a leader with character, confidence and courage, with the greatest skills and clarity.
Know what you want and why. AI can answer questions; people must choose the right questions.
Honesty, responsibility and kindness. Trust is the one thing AI cannot fake for you.
Speak up, present ideas and work with people. Communication grows in value as AI handles routine work.
Try new things, fail and try again. Careers will change several times; brave learners adapt.
Lead teams of people working with AI tools. WEF lists leadership and social influence among the fastest-rising skills.
Analytical thinking, AI and data, cybersecurity, creativity and lifelong learning: the top skills employers name for 2030.
Career explorer
24 careers in the AI age.
Whether AI helps, changes or shrinks each career, the skills to add and the path in your country. Based on official projections and the World Economic Forum; trends, not guarantees.
Data scientistGrowing with AI
AI runs on data. BLS projects +33.5% (2024–34); WEF lists data roles among the fastest growing.
Skills to build: Statistics, Python, data ethics, explaining results
Path in the USA: AP Statistics and AP CS A → degree in data science, statistics or CS
Path in Canada: Grade 12 calculus and data management → university data science or CS
Path in India: PCM (Maths) → B.Tech CSE/Data Science (JEE/state CET) or B.Sc. Statistics (CUET)
AI and machine-learning engineerGrowing with AI
WEF names AI and ML specialists among the three fastest-growing jobs by 2030.
Skills to build: Maths (linear algebra, probability), coding, responsible AI
Path in the USA: AP Calculus and AP CS A → CS or engineering degree
Path in Canada: Grade 12 calculus → computer engineering or CS
Path in India: PCM → B.Tech CSE/AI (JEE Main/Advanced, state CET)
Cybersecurity analystGrowing with AI
More AI means more digital risk. BLS projects +28.5% for information security analysts.
Skills to build: Networks, security, ethics, staying calm under pressure
Path in the USA: AP CS Principles → cybersecurity or CS degree; CyberPatriot
Path in Canada: Computer studies courses → college or university cybersecurity
Path in India: PCM → B.Tech CSE/cybersecurity; certifications
Software developerGrowing with AI
BLS projects +15.8% and the most new jobs among computer roles; AI makes developers faster, so problem-solvers win.
Skills to build: Coding, system design, using AI tools well, teamwork
Path in the USA: AP CS A → CS degree or strong portfolio
Path in Canada: Grade 12 computer science → university or college CS
Path in India: PCM → B.Tech CSE/BCA (JEE, CET, CUET)
NurseGrowing with AI
Care needs people. BLS lists nurse practitioners at +40.1%; Canada expects a strong nurse shortage; India’s hospitals keep hiring.
Skills to build: Biology, empathy, judgement, health technology
Path in the USA: AP Biology → BSN; nurse practitioner later
Path in Canada: Grade 12 biology and chemistry → BScN
Path in India: PCB → B.Sc. Nursing (NEET or state entrance)
DoctorAI changes the work
AI reads scans and flags risks early; doctors who understand AI, data and ethics will lead. Human diagnosis and trust stay central.
Skills to build: Biology, chemistry, judgement, communication, AI tools
Path in the USA: AP Biology/Chemistry → pre-med → MD
Path in Canada: Grade 12 sciences → undergraduate → medical school (MCAT)
Path in India: PCB → MBBS through NEET UG
Engineer (civil, mechanical, electrical)AI changes the work
Design now uses simulation and AI. Add coding and data to core physics and maths.
Skills to build: Physics, maths, CAD, coding, project management
Path in the USA: AP Physics and Calculus → ABET engineering degree
Path in Canada: Grade 12 physics and calculus → accredited engineering (P.Eng. later)
Path in India: PCM → B.Tech/B.E. (JEE, state CET)
Renewable-energy engineer or technicianGrowing with AI
WEF lists renewable-energy engineers among the fastest-growing jobs; the energy transition needs builders.
Skills to build: Physics, electricity, maintenance, safety
Path in the USA: Physics and CTE courses → engineering degree or technician programme
Path in Canada: Physics → college technician programme or engineering
Path in India: PCM → B.Tech electrical/energy, or ITI/diploma
Electrician and skilled tradesGrowing with AI
Hands-on work in real places is hard to automate. Canada’s construction sector needs to replace large numbers of retiring workers by 2034.
Skills to build: Practical maths, safety, problem-solving, customer care
Path in the USA: CTE courses → apprenticeship → licence
Path in Canada: Apprenticeship and Red Seal trade certification
Path in India: ITI or polytechnic diploma → apprenticeship (NAPS)
TeacherAI changes the work
AI tutors help with practice; teachers lead with mentoring, motivation and values. WEF expects growing demand for educators.
Skills to build: Subject expertise, communication, AI-in-class skills, care
Path in the USA: Degree + state teaching licence
Path in Canada: Degree + Bachelor of Education + provincial certification
Path in India: Degree + B.Ed. + CTET/state TET
LawyerAI changes the work
AI drafts and searches documents; lawyers add judgement, argument and ethics. AI and data law are new fields.
Skills to build: Reading, writing, argument, ethics, technology law
Path in the USA: Any degree → LSAT → law school (JD)
Path in Canada: Undergraduate degree → LSAT → law school (JD)
Path in India: Any stream → CLAT → 5-year LLB at a National Law University
Accountant (CPA / CA)AI changes the work
AI automates routine bookkeeping; accountants move to advice, audit judgement, analytics and fraud detection.
Skills to build: Accounting, spreadsheets, data analysis, ethics
Path in the USA: AP Economics/Statistics → accounting degree → CPA
Path in Canada: Accounting degree → CPA Canada
Path in India: Commerce → CA Foundation (ICAI) → CA
ActuaryGrowing with AI
BLS projects +21.8%: modelling risk with data and AI is in demand.
Skills to build: Probability, statistics, finance, coding
Path in the USA: AP Statistics/Calculus → maths or actuarial science degree → exams
Path in Canada: Actuarial science degree → CIA/SOA exams
Path in India: PCM/Commerce with Maths → B.Sc./actuarial exams (IAI)
UX and product designerGrowing with AI
WEF lists UI and UX designers among fast-growing roles: people design how humans use AI products.
Skills to build: Empathy, research, design tools, prototyping
Path in the USA: Art/design and CS courses → design or HCI degree
Path in Canada: Design or HCI programmes
Path in India: Any stream → B.Des (UCEED, NID DAT, NIFT)
Graphic designerRoutine tasks shrinking
WEF lists graphic designers among roles declining as generative AI makes images in seconds. Designers who add strategy, brand and UX thrive.
Skills to build: Taste, brand strategy, UX, directing AI tools
Path in the USA: Art courses → design degree + portfolio
Path in Canada: Design programmes + portfolio
Path in India: Any stream → B.Des (NID, NIFT, UCEED) + portfolio
Journalist and media creatorAI changes the work
AI writes fast but gets facts wrong; reporters who verify, investigate and tell human stories matter more.
Skills to build: Writing, fact-checking, video, ethics
Path in the USA: English/journalism → degree + portfolio
Path in Canada: Journalism or communications programme
Path in India: Humanities → BA/BJMC + portfolio
EntrepreneurGrowing with AI
AI lets small teams build big products. Founders who solve real problems with AI tools can start younger and cheaper.
Skills to build: Problem-solving, selling, money, leadership, AI tools
Path in the USA: Business clubs, DECA → any degree or straight to building
Path in Canada: Business clubs → any programme or straight to building
Path in India: Any stream → build early; Startup India and incubators
Sales engineer and customer-success leadAI changes the work
BLS projects +5.5% for sales engineers: explaining complex technology to people needs humans.
Skills to build: Communication, product knowledge, trust
Path in the USA: Any STEM or business degree
Path in Canada: STEM or business programme
Path in India: B.Tech/BBA + communication skills
Care and delivery rolesGrowing with AI
WEF expects growth in care workers and delivery drivers: physical, human work in the real world.
Skills to build: Reliability, empathy, safety
Path in the USA: Short certificates and on-the-job training
Path in Canada: College certificates and on-the-job training
Path in India: Skill India courses, ITI and on-the-job training
Customer service representativeRoutine tasks shrinking
BLS projects −5.5% (2024–34) as AI chat and automation handle routine questions. Complex, caring support stays human.
Skills to build: Problem-solving, empathy, product expertise, moving into team lead roles
Path in the USA: Build skills toward support lead, sales or operations
Path in Canada: Build skills toward support lead, sales or operations
Path in India: Build skills toward support lead, sales or operations; BPO roles are changing fast
Administrative assistantRoutine tasks shrinking
BLS projects declines (−1.6%; legal secretaries −5.8%); WEF lists administrative assistants among fast-declining roles.
Skills to build: Project coordination, AI tools, communication
Path in the USA: Move toward operations, office management or project roles
Path in Canada: Move toward operations or project coordination
Path in India: Move toward operations, office management or project roles
Bank teller and cashierRoutine tasks shrinking
WEF lists bank tellers and cashiers among the fastest-declining jobs as payments go digital (UPI in India, cards and apps elsewhere).
Skills to build: Customer advice, financial products, digital tools
Path in the USA: Move toward financial advice or banking operations
Path in Canada: Move toward financial advice or banking operations
Path in India: Move toward relationship management, fintech or financial advice
Medical transcriptionist and claims clerkRoutine tasks shrinking
BLS projects −4.9% for medical transcriptionists and −5.1% for claims adjusters as AI handles routine records.
Skills to build: Health data, coding standards, quality checking
Path in the USA: Move toward health information management
Path in Canada: Move toward health information management
Path in India: Move toward health data and quality roles
Researcher and scientistGrowing with AI
AI speeds up discovery in biology, materials and climate; BLS projects +19.7% for computer and information research scientists.
Skills to build: Curiosity, maths, coding, experiments, writing
Path in the USA: AP sciences → degree → research (PhD)
Path in Canada: Sciences → university → graduate research
Path in India: PCM/PCB → IISER/IISc/B.Sc. → research (IISER Aptitude Test, NEST; INSPIRE-SHE scholarship)
Future-Ready Plan
What to do at every grade.
Grades 1–2
Curiosity, kindness and habits
- Ask ‘why?’ every day; learn what AI is and is not · AI Lab ›
- Practise honesty and kindness · Character Challenge ›
- Hands-on science at home · Science Experiments ›
Grades 3–5
Strong basics and confident voice
- Daily maths and reading practice · Learn with Zeno ›
- Speak in front of others · Speech Club ›
- Safe and smart with AI and screens · AI Lab ›
Grades 6–8
Build, code and lead
- Start coding and a real project · AI Lab ›
- Lead a small team or club · Leader’s Challenge ›
- Earn and manage money · Money Challenge ›
Grades 9–10
Choose direction, add AI skills
- Explore careers below and pick two to test · Career explorer ›
- Learn data and AI basics · AI Lab ›
- Start a business or impact project · Submit an idea ›
Grades 11–12
Prove it with real work
- Build a portfolio: projects, research, competitions · Competitions ›
- Show leadership and character · Youth Leader Score ›
- Plan college or the right next step · Free roadmap ›
College to first job
Skills that employers hire
- Internships and real experience · First Job Hub ›
- Keep learning new AI tools every year · AI Lab ›
- Grow your network and mentors · Grow With Us ›
For parents
Five things to do at home.
Ask what AI your child used this week, for what, and what they learned themselves.
AI for explaining, quizzing and feedback: yes. AI doing the homework: no. Follow the school’s policy.
No full names, addresses, school names or photos in chatbots. Use age-appropriate tools with parental controls.
Praise effort, honesty, courage and teamwork as much as marks. These are what AI cannot replace.
Revisit this page each year: we refresh the numbers as new official reports come out.
Disclaimer: For informational and educational purposes only. Projections come from official and research sources (U.S. Bureau of Labor Statistics, Statistics Canada, Job Bank, NITI Aayog, MoSPI, Nasscom, the World Economic Forum and Georgetown CEW), checked October 2026. They describe trends, not guarantees for any person or career. Global Yuva is not affiliated with these organisations.