๐Ÿš€ AI Career Disruption Assessment

Based on MIT's Iceberg Index Framework for Skills-Centered AI Exposure

๐Ÿ“‹ Your Professional Profile

Note: AI disruption varies by region and industry concentration

๐Ÿ› ๏ธ Your Current Skill Set

How much of your work involves routine/repetitive tasks? 50%
0% = Creative/Complex | 100% = Highly Routine
Experience with AI tools (ChatGPT, Copilot, etc.)? Beginner
0 = No Experience | 4 = Expert User

๐ŸŽฏ Career Context & Goals

๐Ÿ“Š Complete the assessment first to see your personalized AI disruption score, risk analysis, and career development roadmap.

Understanding Your AI Disruption Score

What This Assessment Measures

This tool combines MIT's Iceberg Index framework with your personal profile to estimate your AI career risk in three dimensions:

1. Technical Exposure (40% of score)

How much of your job involves tasks AI can already perform. This is based on MIT research showing AI can handle 11.7% of US wage value.

  • Routine tasks: Highly exposed (admin, data entry, basic analysis)
  • Creative/Complex tasks: Lower exposure (strategy, relationships, complex problem-solving)

2. Skill Preparedness (35% of score)

Whether your current skills position you to work alongside AI rather than compete with it.

  • AI-adjacent skills: Lower risk (you're positioned to use AI tools)
  • AI-agnostic skills: Moderate risk (you can learn, but starting from behind)
  • Routine-only skills: Higher risk (less defensible against automation)

3. Career Position & Adaptability (25% of score)

Your seniority, learning ability, and industry context affect your resilience.

  • Senior roles + high learning ability: Lower risk (you have strategic options)
  • Entry-level + low learning ability: Higher risk (fewer options, harder pivot)
  • Stable industries + strategic thinking: Lower risk

Score Interpretation

๐ŸŸข Low Risk (0-30)

Your role has strong natural defenses against AI automation. This might mean:

  • Your work involves complex human interactions or creative thinking
  • You're in a field with physical/hands-on components AI can't yet handle
  • You already have AI-adjacent skills
  • Your seniority gives you strategic leverage

What to do: Stay current on industry trends. Keep developing soft skills and strategic thinking.

๐ŸŸก Moderate Risk (30-60)

Your role has some exposure, but strategic action can significantly reduce your risk. This is the most common scenario.

  • Some of your tasks are routine and could be automated
  • Your role has significant complexity that protects parts of it
  • You need to intentionally develop AI-complementary skills
  • Your seniority or learning ability gives you options

What to do: Develop AI literacy. Shift toward higher-value tasks. Build complementary skills that AI augments.

๐ŸŸ  Higher Risk (60-80)

Your role has significant AI exposure and you need proactive skill development. But this doesn't mean your job is going awayโ€”it means your job is likely to change.

  • Much of your role involves routine/repetitive tasks
  • Your industry is early in AI adoption
  • You haven't yet developed AI complementary skills
  • This might be an opportunity for reinvention

What to do: Invest in skill development NOW. Consider a sabbatical to retrain. Move toward oversight, strategy, or relationship roles.

๐Ÿ”ด Critical Risk (80+)

Your current role is highly vulnerable to AI automation. Immediate action is recommended.

  • Your role consists primarily of automatable tasks
  • Limited natural career progression in your field
  • You need significant reskilling to stay competitive
  • BUT: This is also your moment for meaningful career transformation

What to do: This is a perfect moment for a mindful sabbatical. Take time to explore new directions, develop foundational AI literacy, and plan a strategic career shift.

๐ŸŽ“ The Sabbatical Advantage

If your AI disruption score is moderate to high, a mindful sabbatical isn't just a breakโ€”it's a strategic career investment. A well-planned sabbatical allows you to:

  • Learn AI tools & complementary skills without workplace pressure
  • Explore adjacent career paths before committing
  • Reset your positioning for when you return to the job market
  • Build the leadership/strategic skills that complement rather than compete with AI

The assessment will include specific sabbatical strategies tied to your risk profile.