{
  "job_title": "accountant",
  "city": "N/A",
  "overall_ai_replacement_risk_score_0_100": 65,
  "automation_timeline": "Medium-term (3-7 years)",
  "task_vulnerability_distribution": {
    "fully_automatable_percent": 40,
    "partially_augmentable_percent": 40,
    "human_critical_percent": 20
  },
  "role_evolution_analysis": {
    "role_evolution_probability_percent": 75,
    "wage_compression_risk_score_0_100": 60,
    "ai_augmentation_potential_score_0_100": 80,
    "human_strategic_advantage_score_0_100": 50
  },
  "skill_impact_analysis": {
    "skills_becoming_obsolete": [
      {
        "skill_name": "Manual data entry",
        "obsolescence_risk_score_0_100": 90,
        "expected_decline_timeline_years": 3
      },
      {
        "skill_name": "Basic bookkeeping",
        "obsolescence_risk_score_0_100": 70,
        "expected_decline_timeline_years": 5
      },
      {
        "skill_name": "Simple reconciliations",
        "obsolescence_risk_score_0_100": 65,
        "expected_decline_timeline_years": 5
      }
    ],
    "skills_increasing_in_value": [
      {
        "skill_name": "Data analytics & interpretation",
        "growth_momentum_score_0_100": 85,
        "future_salary_premium_percent": 25
      },
      {
        "skill_name": "AI and automation tool proficiency",
        "growth_momentum_score_0_100": 90,
        "future_salary_premium_percent": 30
      },
      {
        "skill_name": "Strategic financial consulting",
        "growth_momentum_score_0_100": 80,
        "future_salary_premium_percent": 20
      },
      {
        "skill_name": "Cybersecurity awareness for financial data",
        "growth_momentum_score_0_100": 75,
        "future_salary_premium_percent": 15
      }
    ]
  },
  "survival_pathway": {
    "ai_collaboration_readiness_score_0_100": 70,
    "reskilling_urgency_score_0_100": 75,
    "upgrade_path_difficulty_score_0_100": 50,
    "estimated_reskilling_time_months": 9,
    "recommended_reskilling_areas": [
      "Advanced data analytics",
      "AI and machine learning tools for finance",
      "Strategic financial advisory skills",
      "Cybersecurity basics",
      "Business intelligence software"
    ],
    "adjacent_career_pivot_options": [
      "Financial analyst",
      "Compliance officer",
      "Data analyst",
      "Risk management specialist",
      "Management consultant"
    ]
  },
  "salary_projection_analysis": {
    "salary_if_no_adaptation_percent_change": -20,
    "salary_if_adapted_percent_change": 10,
    "long_term_income_stability_score_0_100": 70
  },
  "future_outlook": {
    "3_year_outlook_summary": "AI tools will automate routine bookkeeping and ledger tasks, reducing demand for basic accounting roles. Professionals integrating AI tools will remain valuable.",
    "5_year_outlook_summary": "Role will further evolve towards strategic advisory, data interpretation, and AI collaboration; traditional tasks largely automated but new opportunities arise.",
    "10_year_outlook_summary": "Accountants will function primarily as financial strategists and AI system overseers, requiring advanced tech and advisory skills; pure transactional accounting roles will be rare."
  },
  "confidence_score_percent": 88
}