career_data.json

{
  "10th": {
    "pcm": {
      "title": "PCM (Science Stream)",
      "questions": [
        {
          "question": "Solve the sequence: 2, 6, 12, 20, ?",
          "options": ["30", "28", "24", "26"],
          "answer": "30"
        },
        {
          "question": "What is 50% of 200?",
          "options": ["50", "100", "150", "200"],
          "answer": "100"
        },
        {
          "question": "You need to build a small bridge with given materials. What’s your first step?",
          "options": ["Design and calculate loads", "Buy materials", "Start construction immediately", "Paint the parts"],
          "answer": "Design and calculate loads"
        },
        {
          "question": "Do you enjoy analyzing problems and finding solutions?",
          "options": ["Yes", "No", "Sometimes", "Never"],
          "answer": "Yes"
        },
        {
          "question": "Spot the pattern: 🔺🔻🔺 ?",
          "options": ["🔻", "🔺", "🔺🔻", "None"],
          "answer": "🔻"
        }
      ],
      "careers": ["Mechanical Engineer", "Civil Engineer", "Electrical Engineer", "Software Engineer"],
      "roadmap": [
        "Complete 10th with strong Science & Maths base",
        "Choose PCM in 11th & 12th",
        "Prepare for engineering entrances (JEE/CET/BITSAT)",
        "Pursue B.Tech/B.E in chosen branch",
        "Internships, projects, higher studies or industry jobs"
      ],
      "job_trend": {
        "demand": "Very High",
        "avg_salary": "₹6–20 LPA",
        "top_recruiters": ["Google", "Infosys", "L&T", "ISRO"],
        "future_scope": "AI, automation, renewable energy, space tech"
      }
    },

    "pcb": {
      "title": "PCB (Science Stream)",
      "questions": [
        {
          "question": "Which human organ filters blood and removes waste?",
          "options": ["Heart", "Liver", "Kidney", "Lungs"],
          "answer": "Kidney"
        },
        {
          "question": "Which biomolecule carries genetic information?",
          "options": ["Protein", "DNA", "Lipid", "Carbohydrate"],
          "answer": "DNA"
        },
        {
          "question": "What entrance exam is required for medical colleges in India?",
          "options": ["JEE", "CLAT", "NEET", "CAT"],
          "answer": "NEET"
        },
        {
          "question": "A scientist developing a vaccine is likely specialized in which field?",
          "options": ["Mechanical", "Microbiology", "Civil", "Computer Science"],
          "answer": "Microbiology"
        },
        {
          "question": "Which field combines biology and computer science to analyze genes and proteins?",
          "options": ["Biophysics", "Bioinformatics", "Biochemistry", "Biomedical Engineering"],
          "answer": "Bioinformatics"
        }
      ],
      "careers": ["Doctor (MBBS)", "Biotechnologist", "Clinical Research Associate", "Lab Technician"],
      "roadmap": [
        "Complete 10th with Biology/Science focus",
        "Choose PCB in 11th & 12th",
        "Prepare for NEET / medical entrances",
        "Pursue MBBS / BDS / B.Sc (Biotech) or Paramedical courses",
        "Clinical internships / specialization (MD/MS) or research roles"
      ],
      "job_trend": {
        "demand": "High",
        "avg_salary": "₹5–25 LPA",
        "top_recruiters": ["AIIMS", "Apollo", "Biocon", "Serum Institute"],
        "future_scope": "Biotech, genetics, global health research"
      }
    },

    "pcmb": {
      "title": "PCMB (Science Stream - flexible)",
      "questions": [
        {
          "question": "Which subject acts as a bridge between medical and engineering fields?",
          "options": ["Biology", "Mathematics", "Chemistry", "Physics"],
          "answer": "Biology"
        },
        {
          "question": "Which career requires both Biology and Mathematics?",
          "options": ["Civil Engg", "Biomedical Engg", "Pharmacy", "Dentistry"],
          "answer": "Biomedical Engg"
        },
        {
          "question": "Which exam allows PCMB students to apply for both engineering and medical?",
          "options": ["NEET only", "JEE only", "Both NEET and JEE", "CLAT"],
          "answer": "Both NEET and JEE"
        },
        {
          "question": "Designing artificial limbs using biology and mechanics suits which field?",
          "options": ["Biochemistry", "Biomedical Engg", "Computer Science", "Architecture"],
          "answer": "Biomedical Engg"
        },
        {
          "question": "Which modern field uses biology and mathematics for disease modeling?",
          "options": ["Ecology", "Bioinformatics", "Zoology", "Organic Chemistry"],
          "answer": "Bioinformatics"
        }
      ],
      "careers": ["Biomedical Engineer", "Biotech Researcher", "Data Scientist (Bioinformatics)"],
      "roadmap": [
        "Complete PCMB in 11th & 12th",
        "Prepare for both JEE and NEET if undecided",
        "Choose B.Tech (Biomedical/Biotech) or MBBS/B.Sc accordingly",
        "Gain research and lab project experience",
        "Pursue specialization or industry roles"
      ],
      "job_trend": {
        "demand": "High",
        "avg_salary": "₹6–18 LPA",
        "top_recruiters": ["Siemens", "Biocon", "IIT research labs"],
        "future_scope": "Interdisciplinary growth in AI+bio"
      }
    },

    "vocational_science": {
      "title": "Vocational Science (Biotech / Environmental / Labs)",
      "questions": [
        {
          "question": "Which biotechnological process is used to make insulin?",
          "options": ["Photosynthesis", "Genetic Engineering", "Electrolysis", "Oxidation"],
          "answer": "Genetic Engineering"
        },
        {
          "question": "Which gas is the main cause of greenhouse effect?",
          "options": ["Nitrogen", "CO2", "Oxygen", "Hydrogen"],
          "answer": "CO2"
        },
        {
          "question": "Which organisation in India focuses on environmental protection?",
          "options": ["ISRO", "DRDO", "CPCB", "NITI Aayog"],
          "answer": "CPCB"
        },
        {
          "question": "A student testing water quality suits which career?",
          "options": ["Environmental Lab Technician", "Civil Engineer", "Pharmacist", "Electrical Technician"],
          "answer": "Environmental Lab Technician"
        },
        {
          "question": "Which field studies biotechnology to reduce industrial waste?",
          "options": ["Nanoengineering", "Green Biotechnology", "Aerospace", "Materials Science"],
          "answer": "Green Biotechnology"
        }
      ],
      "careers": ["Environmental Scientist", "Lab Technician", "Biotech Technician"],
      "roadmap": [
        "Complete vocational science in 11th & 12th",
        "Pursue B.Sc / B.Voc / Diploma in Biotechnology or Environmental Science",
        "Learn lab techniques & data analysis",
        "Internships in labs, NGOs or industry"
      ],
      "job_trend": {
        "demand": "Growing",
        "avg_salary": "₹4–12 LPA",
        "top_recruiters": ["CSIR labs", "Biocon", "NEERI"],
        "future_scope": "Sustainability & green biotech"
      }
    },

    "commerce_standard": {
      "title": "Standard Commerce (Accountancy, Business Studies, Economics, Maths)",
      "questions": [
        {
          "question": "Which financial statement shows profits or losses?",
          "options": ["Balance Sheet", "Cash Flow", "Income Statement", "Journal"],
          "answer": "Income Statement"
        },
        {
          "question": "Which is a current asset?",
          "options": ["Machinery", "Building", "Cash", "Capital"],
          "answer": "Cash"
        },
        {
          "question": "Who regulates the stock market in India?",
          "options": ["RBI", "SEBI", "NABARD", "IRDAI"],
          "answer": "SEBI"
        },
        {
          "question": "A person tracking company finances best fits which profession?",
          "options": ["Software Engineer", "Chartered Accountant", "Civil Engineer", "Graphic Designer"],
          "answer": "Chartered Accountant"
        },
        {
          "question": "Which digital skill is increasingly required in accounting?",
          "options": ["C++", "Excel/Tally", "Drawing", "Machine Repair"],
          "answer": "Excel/Tally"
        }
      ],
      "careers": ["Chartered Accountant", "Accountant", "Finance Analyst", "Business Analyst"],
      "roadmap": [
        "Choose Commerce in 11th & 12th",
        "After 12th: B.Com / BBA or CA foundation",
        "Gain Excel/Tally and finance internship experience",
        "Pursue CA/CMA/MBA or specialized finance roles"
      ],
      "job_trend": {
        "demand": "High",
        "avg_salary": "₹5–20 LPA",
        "top_recruiters": ["Big 4", "Banks", "Consulting firms"],
        "future_scope": "Fintech & data-driven finance"
      }
    },

    "commerce_vocational": {
      "title": "Vocational Commerce (Retail, Marketing, Sales, Banking)",
      "questions": [
        {
          "question": "What is the main goal of marketing?",
          "options": ["Increase production", "Improve product design only", "Identify and satisfy customer needs", "Maintain inventory"],
          "answer": "Identify and satisfy customer needs"
        },
        {
          "question": "Which document is used to calculate and pay tax?",
          "options": ["Invoice", "Receipt", "Tax Return", "Ledger"],
          "answer": "Tax Return"
        },
        {
          "question": "Which banking service allows deposit & withdraw anytime?",
          "options": ["FD", "Savings Account", "RD", "Loan Account"],
          "answer": "Savings Account"
        },
        {
          "question": "Someone skilled in convincing people suits which career?",
          "options": ["Marketing Executive", "Accountant", "Software Developer", "Lab Technician"],
          "answer": "Marketing Executive"
        },
        {
          "question": "Which digital trend is reshaping marketing & sales today?",
          "options": ["Online Advertising", "Manual Ledger", "Typewriter", "Door-to-door sales"],
          "answer": "Online Advertising"
        }
      ],
      "careers": ["Marketing Executive", "Retail Manager", "Banking Associate"],
      "roadmap": [
        "Choose vocational commerce in 11th & 12th",
        "Pursue B.Voc / Diploma / BBA or B.Com",
        "Gain retail/marketing internships and digital skills",
        "Progress to MBA or managerial roles"
      ],
      "job_trend": {
        "demand": "Increasing",
        "avg_salary": "₹3–12 LPA",
        "top_recruiters": ["Amazon", "Flipkart", "HDFC", "Reliance"],
        "future_scope": "E-commerce, digital marketing growth"
      }
    },

    "arts_social": {
      "title": "Arts / Humanities (History, Geography, Pol. Science, Sociology, Psychology)",
      "questions": [
        {
          "question": "Which subject studies human behaviour?",
          "options": ["Sociology", "Psychology", "Geography", "Political Science"],
          "answer": "Psychology"
        },
        {
          "question": "What does Political Science study?",
          "options": ["Human body", "Art & culture", "Government & policies", "Business"],
          "answer": "Government & policies"
        },
        {
          "question": "Who is known as Father of Indian Constitution?",
          "options": ["Nehru", "B.R. Ambedkar", "Gandhi", "Patel"],
          "answer": "B.R. Ambedkar"
        },
        {
          "question": "Which career fits a student who loves maps and cultures?",
          "options": ["Software Dev", "Sociologist/Psychologist", "Civil Engineer", "Banker"],
          "answer": "Sociologist/Psychologist"
        },
        {
          "question": "Which modern skill is valuable for Arts students?",
          "options": ["Data Analysis & Research", "Hardware Assembly", "Coding in C++", "Electrical Wiring"],
          "answer": "Data Analysis & Research"
        }
      ],
      "careers": ["Journalist", "Researcher", "Social Worker", "Psychologist", "Civil Services aspirant"],
      "roadmap": [
        "Choose Humanities/Arts in 11th & 12th",
        "Pursue BA in chosen subjects",
        "Gain research/writing/internship experience",
        "For advanced roles: MA / MPhil / PhD or UPSC preparation"
      ],
      "job_trend": {
        "demand": "Growing in media, policy & social sectors",
        "avg_salary": "₹3–12 LPA",
        "top_recruiters": ["Media houses", "NGOs", "Research institutes"],
        "future_scope": "Digital media, policy, mental health"
      }
    },

    "fine_arts": {
      "title": "Fine Arts (Painting, Sculpture, Design)",
      "questions": [
        {
          "question": "Which refers to visual artistic expression?",
          "options": ["Music", "Dance", "Painting", "Theatre"],
          "answer": "Painting"
        },
        {
          "question": "What is the primary medium used in sculpture?",
          "options": ["Canvas", "Clay/stone/metal", "Paper", "Sound"],
          "answer": "Clay/stone/metal"
        },
        {
          "question": "A student who sketches and designs logos suits which career?",
          "options": ["Data Analyst", "Graphic Designer", "Civil Engineer", "Chemist"],
          "answer": "Graphic Designer"
        },
        {
          "question": "Which famous artist painted Mona Lisa?",
          "options": ["Picasso", "Leonardo da Vinci", "Van Gogh", "Michelangelo"],
          "answer": "Leonardo da Vinci"
        },
        {
          "question": "Which digital tool is most used by modern designers?",
          "options": ["Photoshop", "MS Word", "AutoCAD", "Google Sheets"],
          "answer": "Photoshop"
        }
      ],
      "careers": ["Graphic Designer", "Animator", "UI/UX Designer", "Art Director"],
      "roadmap": [
        "Take Fine Arts or Design subjects in 11th–12th",
        "Pursue BFA or B.Des; build portfolio",
        "Learn Adobe tools, Blender & Figma; internships"
      ],
      "job_trend": {
        "demand": "High in digital design & media",
        "avg_salary": "₹4–12 LPA",
        "top_recruiters": ["Design studios", "Ad agencies", "Tech firms"],
        "future_scope": "AR/VR, game design, digital content"
      }
    },

    "performing_arts": {
      "title": "Performing Arts (Dance, Music, Theatre)",
      "questions": [
        {
          "question": "Performing arts mainly involve:",
          "options": ["Silent reading", "Physical & vocal expression", "Writing poetry", "Drawing"],
          "answer": "Physical & vocal expression"
        },
        {
          "question": "What is the basic unit of rhythm in music called?",
          "options": ["Script", "Beat", "Tone", "Melody"],
          "answer": "Beat"
        },
        {
          "question": "A student who enjoys acting and storytelling suits which field?",
          "options": ["Theatre", "Architecture", "Finance", "Chemistry"],
          "answer": "Theatre"
        },
        {
          "question": "Which Indian classical dance originated in Tamil Nadu?",
          "options": ["Kathak", "Bharatanatyam", "Odissi", "Manipuri"],
          "answer": "Bharatanatyam"
        },
        {
          "question": "Which course is most suitable after 12th for Performing Arts?",
          "options": ["B.Sc", "BFA (Performing Arts)", "BBA", "B.Tech"],
          "answer": "BFA (Performing Arts)"
        }
      ],
      "careers": ["Actor", "Musician", "Dancer", "Theatre Director", "Voice Artist"],
      "roadmap": [
        "Choose performing arts electives; attend workshops",
        "Pursue BFA / BPA or diploma; build showreel",
        "Participate in auditions, festivals and online content"
      ],
      "job_trend": {
        "demand": "Moderate to growing in digital & OTT era",
        "avg_salary": "₹3–10 LPA (varies)",
        "top_recruiters": ["Film/TV industry", "OTT platforms", "Music companies"],
        "future_scope": "Digital performances, content creation"
      }
    },

    "languages": {
      "title": "Languages (English, Hindi, Regional, Foreign)",
      "questions": [
        {
          "question": "Why is learning multiple languages beneficial?",
          "options": ["Improves logic only", "Limits communication", "Enhances global communication & job prospects", "Reduces memory"],
          "answer": "Enhances global communication & job prospects"
        },
        {
          "question": "Which of the following is a Romance language?",
          "options": ["German", "French", "Hindi", "Chinese"],
          "answer": "French"
        },
        {
          "question": "What is linguistics?",
          "options": ["Study of literature", "Study of history", "Study of language structure & use", "Study of performing arts"],
          "answer": "Study of language structure & use"
        },
        {
          "question": "Which foreign language is most in demand in India for corporate jobs?",
          "options": ["Italian", "Japanese", "French", "Spanish"],
          "answer": "Japanese"
        },
        {
          "question": "Which degree is ideal for literature, writing and translation?",
          "options": ["B.Tech", "B.A in Languages", "B.Com", "B.Sc"],
          "answer": "B.A in Languages"
        }
      ],
      "careers": ["Translator", "Interpreter", "Language teacher", "Content Writer", "Diplomat"],
      "roadmap": [
        "Choose languages in 11th & 12th",
        "Pursue BA in Linguistics/Languages; do foreign language certifications",
        "Gain translation/teaching experience; pursue MA or specialized diplomas"
      ],
      "job_trend": {
        "demand": "Growing in localization & tourism",
        "avg_salary": "₹4–12 LPA",
        "top_recruiters": ["Embassies", "MNCs", "Media houses"],
        "future_scope": "Localization, interpretation, international relations"
      }
    },

    "iti": {
      "title": "ITI Trades (Electrician, Fitter, Mechanic, etc.)",
      "questions": [
        {
          "question": "Why are ITI courses job-oriented?",
          "options": ["Theory only", "Practical hands-on skills", "Only for engineers", "No career scope"],
          "answer": "Practical hands-on skills"
        },
        {
          "question": "What does an Electrician mainly work with?",
          "options": ["Circuits & wiring", "Software coding", "Hospital management", "Art"],
          "answer": "Circuits & wiring"
        },
        {
          "question": "Which tool is commonly used by a Fitter?",
          "options": ["Compass", "Hammer", "Calculator", "Keyboard"],
          "answer": "Hammer"
        },
        {
          "question": "Which ITI trade is in high demand due to automation?",
          "options": ["Tailoring", "Welding & Fitting", "Photography", "Typing"],
          "answer": "Welding & Fitting"
        },
        {
          "question": "After ITI in Computer Hardware, one can work as:",
          "options": ["Network Technician", "Painter", "Cook", "Tourist Guide"],
          "answer": "Network Technician"
        }
      ],
      "careers": ["Electrician", "Fitter", "Mechanic", "Network Technician"],
      "roadmap": [
        "Complete 10th; join ITI trade (1–2 years)",
        "Gain apprenticeship; on-site training",
        "Consider Diploma/Polytechnic for advancement"
      ],
      "job_trend": {
        "demand": "Stable & growing in manufacturing and infra",
        "avg_salary": "₹2–6 LPA",
        "top_recruiters": ["Indian Railways", "BHEL", "Construction firms"],
        "future_scope": "Smart manufacturing & infrastructure growth"
      }
    },

    "diploma_design": {
      "title": "Diploma / Certificate Courses (Web Design, Animation, Graphic)",
      "questions": [
        {
          "question": "What is the main purpose of web designing?",
          "options": ["Build mechanical models", "Create appealing & functional websites", "Design clothes", "Manage databases"],
          "answer": "Create appealing & functional websites"
        },
        {
          "question": "Which software is commonly used for graphic design?",
          "options": ["MS Word", "Adobe Photoshop", "Notepad", "PowerPoint"],
          "answer": "Adobe Photoshop"
        },
        {
          "question": "A person who loves colors & digital creativity fits which career?",
          "options": ["Graphic Designer", "Electrician", "Nurse", "Pilot"],
          "answer": "Graphic Designer"
        },
        {
          "question": "Which tech is widely used in animation production?",
          "options": ["Python", "3D Modeling & VFX tools", "Carpentry tools", "Welding machine"],
          "answer": "3D Modeling & VFX tools"
        },
        {
          "question": "What qualification can a 10th pass student pursue for design?",
          "options": ["ITI Carpentry", "Diploma in Web/Graphic Design", "B.Sc Physics", "B.Com"],
          "answer": "Diploma in Web/Graphic Design"
        }
      ],
      "careers": ["Web Designer", "Graphic Designer", "Animator", "UI/UX Designer"],
      "roadmap": [
        "Complete 10th/12th; enroll in diploma/certificate (6 months–3 years)",
        "Learn Adobe Suite, Blender, Figma; build portfolio",
        "Internships / freelancing → full-time roles or agencies"
      ],
      "job_trend": {
        "demand": "High in digital & creative industries",
        "avg_salary": "₹3–12 LPA",
        "top_recruiters": ["Design agencies", "Tech firms", "E-learning companies"],
        "future_scope": "Gaming, AR/VR, animation"
      }
    },

    "paramedical": {
      "title": "Paramedical / Health Support",
      "questions": [
        {
          "question": "What is the primary role of a lab technician?",
          "options": ["Prescribe medicines", "Perform diagnostic tests", "Conduct surgeries", "Manage billing"],
          "answer": "Perform diagnostic tests"
        },
        {
          "question": "Which technology is used to capture X-ray images?",
          "options": ["Sonography", "Radiography", "Thermography", "Endoscopy"],
          "answer": "Radiography"
        },
        {
          "question": "Which role suits a patient-care oriented student?",
          "options": ["Lab Technician", "Lawyer", "Engineer", "Actor"],
          "answer": "Lab Technician"
        },
        {
          "question": "What does a Physiotherapy Assistant help patients with?",
          "options": ["Financial recovery", "Physical rehab & exercises", "Blood testing", "Food prep"],
          "answer": "Physical rehab & exercises"
        },
        {
          "question": "Minimum qualification to join paramedical diploma:",
          "options": ["10th/12th with Science", "10th Commerce", "Arts", "Vocational Retail"],
          "answer": "10th/12th with Science"
        }
      ],
      "careers": ["Lab Technician", "Radiographer", "Physiotherapy Assistant", "Dental Assistant"],
      "roadmap": [
        "Complete 10th/12th with Science (preferably PCB)",
        "Pursue diploma/certificate in lab tech / radiology / physiotherapy (1–3 years)",
        "Clinical internships; certification"
      ],
      "job_trend": {
        "demand": "Very High",
        "avg_salary": "₹3–8 LPA",
        "top_recruiters": ["Hospitals", "Diagnostic labs", "Govt health departments"],
        "future_scope": "Diagnostics & telehealth expansion"
      }
    },

    "agriculture": {
      "title": "Agriculture & Horticulture",
      "questions": [
        {
          "question": "Why is agriculture considered the backbone of India’s economy?",
          "options": ["Employs large population", "No connection to economy", "Only exports", "Only technology"],
          "answer": "Employs large population"
        },
        {
          "question": "Which branch deals with cultivation of fruits?",
          "options": ["Agronomy", "Horticulture", "Forestry", "Soil Science"],
          "answer": "Horticulture"
        },
        {
          "question": "Which field suits those interested in plants & soil?",
          "options": ["Agricultural Science", "Chemical Engineering", "Accountancy", "Journalism"],
          "answer": "Agricultural Science"
        },
        {
          "question": "What is the main goal of organic farming?",
          "options": ["Use max pesticides", "Increase pollution", "Grow without synthetic chemicals", "Stop growth"],
          "answer": "Grow without synthetic chemicals"
        },
        {
          "question": "After a diploma in agriculture one can:",
          "options": ["Work as assistant / pursue B.Sc Agriculture", "Be a mechanical engineer", "Become a graphic designer", "Work in hotels"],
          "answer": "Work as assistant / pursue B.Sc Agriculture"
        }
      ],
      "careers": ["Agricultural Officer", "Horticulturist", "Nursery Manager", "Agri-entrepreneur"],
      "roadmap": [
        "Complete 10th/12th; enroll in diploma/course in agriculture/horticulture",
        "Learn soil management, irrigation & pest control",
        "Internship & agri-tech exposure; pursue B.Sc Agriculture for advanced roles"
      ],
      "job_trend": {
        "demand": "Moderate to growing",
        "avg_salary": "₹3–9 LPA",
        "top_recruiters": ["ICAR", "State agri departments", "AgriTech startups"],
        "future_scope": "Organic produce & AgriTech"
      }
    },

    "hospitality": {
      "title": "Hospitality & Tourism",
      "questions": [
        {
          "question": "Why is hospitality called a service industry?",
          "options": ["Focus on manufacturing", "Serving & satisfying customers", "Depends only on machines", "Not profit-oriented"],
          "answer": "Serving & satisfying customers"
        },
        {
          "question": "Which course focuses on food prep & kitchen management?",
          "options": ["BBA", "B.Sc Culinary Arts", "B.Tech", "BA History"],
          "answer": "B.Sc Culinary Arts"
        },
        {
          "question": "Which skill is most important in hospitality?",
          "options": ["Interpersonal communication", "Math", "Typing", "Programming"],
          "answer": "Interpersonal communication"
        },
        {
          "question": "What is the main function of travel & tourism?",
          "options": ["Promote transportation & cultural exchange", "Only sell tickets", "Manage hotels", "Study geography"],
          "answer": "Promote transportation & cultural exchange"
        },
        {
          "question": "A student passionate about cooking should choose:",
          "options": ["Mechanical Engineering", "Culinary Arts", "Biotechnology", "Law"],
          "answer": "Culinary Arts"
        }
      ],
      "careers": ["Chef", "Hotel Manager", "Tour Manager", "Event Planner"],
      "roadmap": [
        "Complete 10th/12th; join diploma / certificate in hotel management",
        "Gain practical internships in hotels & airlines",
        "Specialize in culinary, hospitality operations or event management"
      ],
      "job_trend": {
        "demand": "High post-pandemic recovery",
        "avg_salary": "₹3–10 LPA",
        "top_recruiters": ["Taj", "Oberoi", "MakeMyTrip"],
        "future_scope": "Eco-tourism & luxury travel"
      }
    },

    "emerging": {
      "title": "Emerging & Interdisciplinary (Data & Tech, Design, Environment, Startups, Health & Wellness)",
      "questions": [
        {
          "question": "Which field focuses on analysing data to make business decisions?",
          "options": ["Cybersecurity", "Data Science", "Animation", "Physiotherapy"],
          "answer": "Data Science"
        },
        {
          "question": "A student who loves designing apps should explore:",
          "options": ["UI/UX Design", "Robotics", "Civil Engineering", "Microbiology"],
          "answer": "UI/UX Design"
        },
        {
          "question": "The study of environmental protection & climate change comes under:",
          "options": ["Biotechnology", "Environmental Science", "Business Studies", "Interior Design"],
          "answer": "Environmental Science"
        },
        {
          "question": "A career focused on startups & innovation fits which area?",
          "options": ["Fine Arts", "Entrepreneurship", "Law", "Cloud Computing"],
          "answer": "Entrepreneurship"
        },
        {
          "question": "A person passionate about fitness & mental health should pursue:",
          "options": ["Health & Wellness", "Data Analytics", "Electrical Engineering", "Journalism"],
          "answer": "Health & Wellness"
        }
      ],
      "careers": ["Data Scientist", "UI/UX Designer", "Environmental Scientist", "Entrepreneur", "Nutritionist"],
      "roadmap": [
        "Explore short courses in data, design or sustainability",
        "Build projects, internships and certifications",
        "After 12th, choose specialised UG courses or integrated programs"
      ],
      "job_trend": {
        "demand": "Very High across tech & sustainability",
        "avg_salary": "₹4–20 LPA",
        "top_recruiters": ["Tech firms", "Startups", "NGOs", "Consultancies"],
        "future_scope": "Interdisciplinary innovation & green tech"
      }
    }
  },

  "12th": {
    "engineering": {
      "title": "Engineering / Technology",
      "questions": [
        {
          "question": "If a car covers 100 km in 2 hours, what is its average speed?",
          "options": ["25 km/h", "50 km/h", "100 km/h", "200 km/h"],
          "answer": "50 km/h"
        },
        {
          "question": "Which branch primarily deals with computer hardware & software?",
          "options": ["Mechanical", "Civil", "Computer Science", "Electrical"],
          "answer": "Computer Science"
        },
        {
          "question": "Which national exam is required for IITs & NITs?",
          "options": ["NEET", "CAT", "JEE", "CLAT"],
          "answer": "JEE"
        },
        {
          "question": "Ravi loves building gadgets & coding. Which branch suits him?",
          "options": ["Civil", "ECE", "CS/Robotics", "Chemical"],
          "answer": "CS/Robotics"
        },
        {
          "question": "Which emerging technology is transforming engineering?",
          "options": ["Blockchain", "AI", "Textile Design", "Agriculture"],
          "answer": "AI"
        }
      ],
      "careers": ["Software Engineer", "Mechanical Engineer", "Civil Engineer", "Electronics Engineer"],
      "roadmap": [
        "Complete 12th with PCM",
        "Appear for engineering entrance exams (JEE/CET/COMEDK)",
        "Pursue B.Tech/B.E; do internships & projects",
        "Specialize in higher studies or industry roles"
      ],
      "job_trend": {
        "demand": "Extremely High",
        "avg_salary": "₹5–20 LPA",
        "top_recruiters": ["Google", "Microsoft", "ISRO", "L&T"],
        "future_scope": "AI, Cloud, Robotics, Green energy"
      }
    },

    "medical": {
      "title": "Medical / Healthcare",
      "questions": [
        {
          "question": "If heart beats 72/min, how many beats in an hour?",
          "options": ["360", "4200", "4320", "7200"],
          "answer": "4320"
        },
        {
          "question": "Which organ filters blood?",
          "options": ["Lungs", "Kidneys", "Liver", "Heart"],
          "answer": "Kidneys"
        },
        {
          "question": "Which entrance is mandatory for MBBS/BDS?",
          "options": ["JEE", "CLAT", "NEET", "NIFT"],
          "answer": "NEET"
        },
        {
          "question": "Student who likes biology & rehab should choose which course?",
          "options": ["Pharmacy", "Physiotherapy (BPT)", "Civil Engineering", "Journalism"],
          "answer": "Physiotherapy (BPT)"
        },
        {
          "question": "Which field uses tech & data analytics to improve diagnosis?",
          "options": ["Biomedical Informatics", "Textile Design", "Civil", "Marketing"],
          "answer": "Biomedical Informatics"
        }
      ],
      "careers": ["Doctor (MBBS)", "Nurse", "Physiotherapist", "Pharmacist", "Clinical Researcher"],
      "roadmap": [
        "Complete 10+2 with PCB",
        "Appear for NEET-UG for MBBS/BDS or choose allied health courses",
        "Complete internships; specialize (MD/MS) or join clinical/research roles"
      ],
      "job_trend": {
        "demand": "Exceptionally High",
        "avg_salary": "₹5–25 LPA",
        "top_recruiters": ["AIIMS", "Apollo", "Fortis", "Sun Pharma"],
        "future_scope": "Telemedicine, biotech & AI in healthcare"
      }
    },

    "science_research": {
      "title": "Science / Research & Academics",
      "questions": [
        {
          "question": "If plant absorbs 6 CO2 to make glucose, how many O2 released?",
          "options": ["3", "6", "12", "18"],
          "answer": "6"
        },
        {
          "question": "Which branch studies microorganisms?",
          "options": ["Zoology", "Botany", "Microbiology", "Biochemistry"],
          "answer": "Microbiology"
        },
        {
          "question": "Which Indian org is known for space tech?",
          "options": ["ISRO", "DRDO", "CSIR", "ICAR"],
          "answer": "ISRO"
        },
        {
          "question": "Ananya loves experiments & labs. Which course should she choose?",
          "options": ["B.Com", "B.Sc Chemistry", "BA", "B.Tech Mech"],
          "answer": "B.Sc Chemistry"
        },
        {
          "question": "Which is an emerging research area?",
          "options": ["Quantum Computing", "Ancient Literature", "Political Science", "Accounting"],
          "answer": "Quantum Computing"
        }
      ],
      "careers": ["Research Scientist", "Lab Researcher", "Academic Faculty", "Data Analyst"],
      "roadmap": [
        "Complete 12th with PCM/PCB",
        "Pursue B.Sc / Integrated M.Sc / B.Tech+M.Tech",
        "Participate in research fellowships and projects; pursue PhD for research careers"
      ],
      "job_trend": {
        "demand": "Growing",
        "avg_salary": "₹4–20 LPA",
        "top_recruiters": ["ISRO", "IISc", "CSIR", "Private R&D labs"],
        "future_scope": "Quantum, biotech, climate science"
      }
    },

    "commerce_management": {
      "title": "Commerce / Management / Business",
      "questions": [
        {
          "question": "If revenue ₹50,000 and expenses ₹35,000 what is profit?",
          "options": ["₹15,000", "₹20,000", "₹85,000", "₹30,000"],
          "answer": "₹15,000"
        },
        {
          "question": "Fundamental accounting equation is?",
          "options": ["Assets=Liabilities+Capital", "Profit=Income+Expense", "Capital=Assets+Liabilities", "Liabilities=Assets–Income"],
          "answer": "Assets=Liabilities+Capital"
        },
        {
          "question": "Which exam allows entry to top management institutes (UG)?",
          "options": ["NEET", "JEE", "IPMAT", "CLAT"],
          "answer": "IPMAT"
        },
        {
          "question": "Riya loves organizing events & strategy. Which course fits?",
          "options": ["B.Sc Biology", "BBA", "BA History", "B.Tech"],
          "answer": "BBA"
        },
        {
          "question": "Which skill is most in demand in modern business management?",
          "options": ["Java", "Data Analytics & Digital Marketing", "Sculpture", "Astronomy"],
          "answer": "Data Analytics & Digital Marketing"
        }
      ],
      "careers": ["Business Analyst", "Manager", "Finance Associate", "Entrepreneur"],
      "roadmap": [
        "Complete 12th with Commerce or any stream",
        "Pursue B.Com / BBA / BBM; gain internships & practical skills",
        "Pursue MBA or professional certifications for higher roles"
      ],
      "job_trend": {
        "demand": "Rising",
        "avg_salary": "₹4–20 LPA",
        "top_recruiters": ["Deloitte", "KPMG", "HDFC", "Startups"],
        "future_scope": "Fintech, digital business & entrepreneurship"
      }
    },

    "arts_humanities": {
      "title": "Arts / Humanities / Social Sciences",
      "questions": [
        {
          "question": "If one paragraph has 120 words and journalist writes 5 such, total words?",
          "options": ["500", "600", "480", "600"],
          "answer": "600"
        },
        {
          "question": "Which branch focuses on understanding human society?",
          "options": ["Sociology", "Physics", "Computer Science", "Botany"],
          "answer": "Sociology"
        },
        {
          "question": "Who is Father of Indian Constitution?",
          "options": ["Gandhi", "B.R. Ambedkar", "Nehru", "Patel"],
          "answer": "B.R. Ambedkar"
        },
        {
          "question": "Megha enjoys writing & speaking on current issues. Which career fits?",
          "options": ["Journalism", "Accounting", "Civil Engineering", "Pharmacy"],
          "answer": "Journalism"
        },
        {
          "question": "Which modern skill is transforming Arts & Humanities careers?",
          "options": ["AI", "Content Creation & Digital Media", "Robotics", "Chemical Analysis"],
          "answer": "Content Creation & Digital Media"
        }
      ],
      "careers": ["Journalist", "Content Creator", "Researcher", "Civil Servant"],
      "roadmap": [
        "Complete 12th in any stream",
        "Pursue BA / B.Des / Mass Communication depending on interest",
        "Build portfolio, internships & higher studies for specialization"
      ],
      "job_trend": {
        "demand": "Growing",
        "avg_salary": "₹3–15 LPA",
        "top_recruiters": ["Media Houses", "NGOs", "Research Institutes"],
        "future_scope": "Digital media, UX, public policy"
      }
    },

    "tech_it": {
      "title": "Technology & IT / Computer Science",
      "questions": [
        {
          "question": "If a computer processes 2 million instructions/sec, how many in 3 sec?",
          "options": ["5 million", "6 million", "3 million", "9 million"],
          "answer": "6 million"
        },
        {
          "question": "Which is an example of AI application?",
          "options": ["MS Word", "Chatbot", "Calculator", "Paint"],
          "answer": "Chatbot"
        },
        {
          "question": "What does HTML stand for?",
          "options": ["Hyperlinks & Text Markup", "Hyper Text Markup Language", "Home Tool Markup", "Hyper Technical Machine"],
          "answer": "Hyper Text Markup Language"
        },
        {
          "question": "Ankit enjoys problem-solving and coding. Which field fits?",
          "options": ["Computer Science", "Fashion", "Hotel Management", "Civil Engineering"],
          "answer": "Computer Science"
        },
        {
          "question": "Which technology is essential for analysing large amounts of data?",
          "options": ["Blockchain", "Cloud", "Data Science", "Robotics"],
          "answer": "Data Science"
        }
      ],
      "careers": ["Software Developer", "Data Scientist", "Cybersecurity Analyst", "Cloud Engineer"],
      "roadmap": [
        "Complete 12th with PCM/Mathematics",
        "Pursue BCA / B.Sc CS / B.Tech; learn Python, Java & data skills",
        "Build projects, internships and pursue specializations like ML or Cloud"
      ],
      "job_trend": {
        "demand": "Very High",
        "avg_salary": "₹4–40 LPA",
        "top_recruiters": ["Google", "Microsoft", "Amazon", "TCS"],
        "future_scope": "AI, Cloud, Cybersecurity, Data Analytics"
      }
    },

    "government_defence": {
      "title": "Government / Defence / Civil Services",
      "questions": [
        {
          "question": "If a candidate needs 60% and scores 210/300 what is percentage?",
          "options": ["60%", "65%", "70%", "75%"],
          "answer": "70%"
        },
        {
          "question": "Which exam is conducted by UPSC?",
          "options": ["CAT", "NDA", "SSC CGL", "IBPS PO"],
          "answer": "NDA"
        },
        {
          "question": "Who is 'Father of Indian Constitution'?",
          "options": ["Gandhi", "B.R. Ambedkar", "Nehru", "Patel"],
          "answer": "B.R. Ambedkar"
        },
        {
          "question": "Priya wants to be IAS. What is ideal path?",
          "options": ["Engineering", "Prepare for UPSC after graduation", "Join private company", "Become sportsperson"],
          "answer": "Prepare for UPSC after graduation"
        },
        {
          "question": "Which subject combo is helpful for Civil Services?",
          "options": ["PCM", "History/Polity/Geography/Economics", "Fine Arts", "Computer Science"],
          "answer": "History/Polity/Geography/Economics"
        }
      ],
      "careers": ["IAS/IPS/IFS", "State PSC roles", "Bank/SSC/PSU roles", "Defence (NDA/CDS)"],
      "roadmap": [
        "Complete 12th; choose a comfortable graduation stream",
        "Begin UPSC basics: NCERTs + current affairs",
        "Attempt UPSC after graduation or prepare for state PSC/SSC/Banking as suitable"
      ],
      "job_trend": {
        "demand": "High competition, limited positions",
        "avg_salary": "Varies widely",
        "top_recruiters": ["Government bodies", "PSUs", "Defence"],
        "future_scope": "Stable & prestigious government roles"
      }
    },

    "law": {
      "title": "Law / Legal",
      "questions": [
        {
          "question": "If a contract signed between two minors, it is:",
          "options": ["Valid", "Void", "Voidable", "Enforceable"],
          "answer": "Void"
        },
        {
          "question": "Which article guarantees Right to Equality?",
          "options": ["Art14", "Art19", "Art21", "Art32"],
          "answer": "Art14"
        },
        {
          "question": "Which is the highest judicial authority in India?",
          "options": ["High Court", "Supreme Court", "District Court", "Session Court"],
          "answer": "Supreme Court"
        },
        {
          "question": "Company pollutes a river. Which law applies?",
          "options": ["Criminal", "Environmental", "Family", "Corporate"],
          "answer": "Environmental"
        },
        {
          "question": "Which emerging field is popular in legal careers?",
          "options": ["Space Law", "Ancient Law", "Traditional Law", "Feudal Law"],
          "answer": "Space Law"
        }
      ],
      "careers": ["Lawyer", "Corporate Counsel", "Legal Advisor", "Judge (after qualifications)"],
      "roadmap": [
        "Complete 12th with minimum eligibility",
        "Appear for CLAT / AILET / state law entrances",
        "Pursue integrated LLB (5 years) or LLB after graduation",
        "Internships at law firms; register with Bar Council to practice"
      ],
      "job_trend": {
        "demand": "Constant & expanding into new domains",
        "avg_salary": "₹3–30 LPA depending on domain",
        "top_recruiters": ["Law firms", "Corporates", "Govt"],
        "future_scope": "Cyber law, AI law, space law"
      }
    },

    "paramedical_12": {
      "title": "Paramedical / Allied Health",
      "questions": [
        {
          "question": "Which instrument measures blood pressure?",
          "options": ["Thermometer", "Sphygmomanometer", "Stethoscope", "ECG"],
          "answer": "Sphygmomanometer"
        },
        {
          "question": "What does a lab technician handle?",
          "options": ["Admin", "Patient transport", "Biological samples & tests", "Billing"],
          "answer": "Biological samples & tests"
        },
        {
          "question": "Which branch deals with rehab after injury?",
          "options": ["Nursing", "Physiotherapy", "Pathology", "Surgery"],
          "answer": "Physiotherapy"
        },
        {
          "question": "Patient needs help walking after surgery. Who helps?",
          "options": ["Dentist", "Radiologist", "Physiotherapist", "Pharmacist"],
          "answer": "Physiotherapist"
        },
        {
          "question": "Which diagnostic field is gaining demand?",
          "options": ["Radiology & Imaging", "Astrology", "Meteorology", "Paleontology"],
          "answer": "Radiology & Imaging"
        }
      ],
      "careers": ["Lab Technician", "Radiographer", "Physiotherapist", "Medical Technologist"],
      "roadmap": [
        "Complete 12th with PCB",
        "Pursue diploma/degree in paramedical courses",
        "Clinical internships & certifications; hospital placements"
      ],
      "job_trend": {
        "demand": "Very High",
        "avg_salary": "₹2–8 LPA",
        "top_recruiters": ["Hospitals", "Diagnostic chains"],
        "future_scope": "Diagnostics, telehealth, rehabilitation"
      }
    },

    "design_creative": {
      "title": "Design / Creative (Graphic, Animation, UI/UX)",
      "questions": [
        {
          "question": "Which color combination creates balance?",
          "options": ["Random", "Complementary", "Clashing", "Monochrome"],
          "answer": "Complementary"
        },
        {
          "question": "What does UI/UX stand for?",
          "options": ["User Integration/Experience", "User Interface/User Experience", "Unified Info", "Utility Input"],
          "answer": "User Interface/User Experience"
        },
        {
          "question": "Which tool is most used for graphic design?",
          "options": ["MS Word", "Photoshop", "Excel", "SQL"],
          "answer": "Photoshop"
        },
        {
          "question": "Client wants a minimal logo. Designer should focus on?",
          "options": ["Complex patterns", "Simple shapes & clarity", "Overlapping text", "Clutter"],
          "answer": "Simple shapes & clarity"
        },
        {
          "question": "Which design area is booming?",
          "options": ["AR/VR & 3D Animation", "Black-white sketching", "Manual drawing", "Text-heavy posters"],
          "answer": "AR/VR & 3D Animation"
        }
      ],
      "careers": ["UI/UX Designer", "Graphic Designer", "Animator", "3D Artist"],
      "roadmap": [
        "Complete 12th (any stream)",
        "Pursue diploma or degree in design (B.Des / BFA / animation)",
        "Build portfolio; internships at studios"
      ],
      "job_trend": {
        "demand": "High in media & tech",
        "avg_salary": "₹4–12 LPA",
        "top_recruiters": ["Design agencies", "Tech companies"],
        "future_scope": "AR/VR, game & film design"
      }
    },

    "hospitality_12": {
      "title": "Hospitality & Tourism (after 12th)",
      "questions": [
        {
          "question": "What's the main goal of hospitality management?",
          "options": ["Product development", "Customer satisfaction", "Equipment maintenance", "Advertising"],
          "answer": "Customer satisfaction"
        },
        {
          "question": "Which degree focuses on hotel operations?",
          "options": ["BBA", "BHM", "B.Tech", "BA Journalism"],
          "answer": "BHM"
        },
        {
          "question": "Which city is famous for tourism & heritage?",
          "options": ["Bengaluru", "Jaipur", "Gurugram", "Pune"],
          "answer": "Jaipur"
        },
        {
          "question": "Guest complains room service delay. Manager should?",
          "options": ["Ignore", "Blame staff", "Apologise & resolve", "Avoid communication"],
          "answer": "Apologise & resolve"
        },
        {
          "question": "Which skill is vital in tourism today?",
          "options": ["Data analysis", "Multilingual communication", "Coding", "Typing"],
          "answer": "Multilingual communication"
        }
      ],
      "careers": ["Hotel Manager", "Chef", "Tour Manager", "Travel Consultant"],
      "roadmap": [
        "Complete 12th; pursue BHM or diploma in travel & tourism",
        "Internships at hotels & airlines; multilingual training",
        "Specialize in culinary or hospitality management"
      ],
      "job_trend": {
        "demand": "High",
        "avg_salary": "₹3–10 LPA",
        "top_recruiters": ["Taj", "Oberoi", "MakeMyTrip"],
        "future_scope": "Luxury & experiential travel"
      }
    },

    "aviation": {
      "title": "Aviation & Airport Services",
      "questions": [
        {
          "question": "Which is essential before aircraft takeoff?",
          "options": ["Fuel check", "Pilot rest", "Passenger snacks", "Boarding music"],
          "answer": "Fuel check"
        },
        {
          "question": "Main duty of cabin crew?",
          "options": ["Flight controls", "Passenger safety & comfort", "Engine maintenance", "Announcements"],
          "answer": "Passenger safety & comfort"
        },
        {
          "question": "Which is India’s national airline?",
          "options": ["SpiceJet", "Air India", "Vistara", "IndiGo"],
          "answer": "Air India"
        },
        {
          "question": "Passenger unwell mid-flight. Crew should?",
          "options": ["Wait", "Call for medical help", "Ignore", "Ask them to sleep"],
          "answer": "Call for medical help"
        },
        {
          "question": "Which aviation trend is rising?",
          "options": ["Drone operation & aviation safety", "Manual ticketing", "Ground announcements", "Paper logs"],
          "answer": "Drone operation & aviation safety"
        }
      ],
      "careers": ["Cabin Crew", "Ground Staff", "Flight Operations", "Drone Operator"],
      "roadmap": [
        "Complete 12th with English proficiency",
        "Pursue diploma / BBA Aviation or cabin crew training",
        "Meet physical & communication requirements; DGCA certifications as needed"
      ],
      "job_trend": {
        "demand": "Consistent & rising",
        "avg_salary": "₹4–12 LPA",
        "top_recruiters": ["Air India", "IndiGo", "Vistara"],
        "future_scope": "Drone tech & flight ops"
      }
    },

    "sports": {
      "title": "Sports & Physical Education",
      "questions": [
        {
          "question": "Which is most important in physical education?",
          "options": ["Team spirit", "Memorization", "Silent reading", "Music sense"],
          "answer": "Team spirit"
        },
        {
          "question": "Which field studies body movement?",
          "options": ["Biology", "Kinesiology", "Geography", "Psychology"],
          "answer": "Kinesiology"
        },
        {
          "question": "Where is India’s Sports Authority located?",
          "options": ["Pune", "Patiala", "Delhi", "Hyderabad"],
          "answer": "Patiala"
        },
        {
          "question": "Athlete keeps getting injured during warm-up. Coach should?",
          "options": ["Ignore", "Correct posture & stretching", "Reduce practice", "Avoid warm-ups"],
          "answer": "Correct posture & stretching"
        },
        {
          "question": "Which modern skill is part of physical education?",
          "options": ["Sports analytics", "Woodwork", "Typing", "Graphic design"],
          "answer": "Sports analytics"
        }
      ],
      "careers": ["Coach", "Physical Education Teacher", "Sports Scientist", "Fitness Trainer"],
      "roadmap": [
        "Complete 12th & join sports academy or B.P.Ed / B.Sc Sports Science",
        "Get coaching certifications; participate in competitions",
        "Pursue sports management or physiotherapy specializations"
      ],
      "job_trend": {
        "demand": "Growing",
        "avg_salary": "₹3–15 LPA",
        "top_recruiters": ["SAI", "schools", "academies"],
        "future_scope": "Sports analytics & fitness tech"
      }
    },

    "entrepreneurship": {
      "title": "Entrepreneurship / Self-Employment Options",
      "questions": [
        {
          "question": "Which is example of freelancing?",
          "options": ["Govt teacher", "Full-time company", "Designing logos for clients online", "Managing a physical store"],
          "answer": "Designing logos for clients online"
        },
        {
          "question": "First step in starting a small business?",
          "options": ["Hiring employees", "Create business idea & plan", "Register for tax", "Print brochures"],
          "answer": "Create business idea & plan"
        },
        {
          "question": "Which field suits digital freelancing?",
          "options": ["Web Development", "Agriculture", "Mechanical Engineering", "Marine Biology"],
          "answer": "Web Development"
        },
        {
          "question": "Main advantage of self-employment?",
          "options": ["Fixed salary", "Freedom to decide", "Fewer responsibilities", "Guaranteed profit"],
          "answer": "Freedom to decide"
        },
        {
          "question": "Which platform is popular for freelancers?",
          "options": ["Netflix", "Fiverr", "Zoom", "Teams"],
          "answer": "Fiverr"
        }
      ],
      "careers": ["Freelancer (design/development)", "Startup founder", "Small business owner", "Digital marketer"],
      "roadmap": [
        "Identify a business idea & create a plan",
        "Acquire relevant digital/technical skills",
        "Start small, use freelance platforms & scale",
        "Register business & explore incubation/mentorship"
      ],
      "job_trend": {
        "demand": "Growing due to gig economy",
        "avg_salary": "Varies widely",
        "top_recruiters": ["Freelance platforms", "Startup incubators"],
        "future_scope": "Gig economy, e-commerce & digital services"
      }
    }
  }
}