The Model

The CORE Framework: understanding career fit.

Most tools measure one thing: interests. CORE measures four dimensions of career fit — the whole picture.

Kai: Think of CORE as four questions I ask about you — what pulls you in, how you work, why you push, and where you belong. Every answer sharpens the map.
01

Curiosities

What captures your attention?

Eight career clusters

TechnologyEngineeringScience/DataArts/MediaBusinessLaw/DiplomacyPeople/PsychologyEnvironment

Why we measure this

Interest is one of the strongest predictors of long-term career satisfaction. When you work in an area that genuinely captures your attention, you sustain effort, develop expertise, and build a career you actually care about.

How we measure it

Rather than abstract questions (“Do you enjoy problem-solving?”), Curiosities uses real-life scenarios. Which video would you actually watch? Which club would you join? Which project would you volunteer for? These are activities you’re already doing or considering — so your answers reflect genuine preference, not hypothetical thinking.

What you’ll discover

Which career clusters align with your natural strengths and interests. Most people find their top three clusters — a mix that shows the breadth of what appeals to you.

02

Operations

How do you naturally function?

Two dimensions of working style

Processing Style: are you Structured (you plan ahead, follow processes, minimize surprises) or Flexible (you adapt on the fly, improvise, thrive under pressure)?

Scope of Focus: are you Deep (you dive into one area until you master it completely) or Broad (you want to see the whole picture and how everything connects)?

Your Operational Archetype

Precisionist

Structured + Deep

Thrives with clear plans, detailed expertise, and minimal ambiguity.

Coordinator

Structured + Broad

Excels at organizing complex systems, seeing connections, and keeping everything aligned.

Explorer

Flexible + Broad

Loves flexibility, experimentation, and seeing how different areas connect.

Catalyst

Flexible + Deep

Thrives in fast-moving environments while developing deep expertise in one area.

Why we measure this

Two professionals with the same title can have vastly different experiences depending on whether their environment matches how they naturally function. A Precisionist in a chaotic startup will be miserable. A Catalyst in a rigid corporate structure will feel trapped. This pillar ensures your career fits not just your interests, but your working style.

03

Rewards

Why do you strive for success?

Five motivational drivers

RecognitionBeing known for your work, respected, visible, acknowledged.
ImpactMaking a real difference in people’s lives or in the world.
AutonomyFreedom and independence in how you work, who you answer to, what you build.
MasteryBecoming genuinely excellent at something, developing rare skills, being an expert.
StabilityPredictability, security, knowing what comes next, protecting what you’ve built.

How we measure it

Through paired-choice trade-offs. We don’t ask “How important is recognition?” (most people say it matters). Instead: if you could be famous for your work OR make a real difference in people’s lives, which matters more? Your choices across these trade-offs reveal what truly drives you.

Research in motivation science shows intrinsic motivation predicts long-term career satisfaction far better than salary or title. A high-paying job that doesn’t align with what drives you leads to burnout; a role that feeds your core motivations leads to engagement and growth.

What you’ll discover

Your primary reward driver (what drives you most) and secondary driver (your supporting factor). This shapes which careers will sustain your motivation long-term.

04

Ecosystems

Where do you thrive?

Two dimensions of environment fit

Social Battery: do you energize around people (Collaborative) or recharge alone (Independent)? Some thrive in team-heavy environments with constant interaction; others need quiet focus time.

Environmental Pulse: do you thrive in fast-moving, changing environments (Dynamic) or steady, predictable structures (Predictable)?

Why we measure this

The perfect job in the wrong environment leads to burnout. A career that matches your interests and motivations but requires constant collaboration will drain an independent person. A high-autonomy role in a chaotic environment will stress someone who needs predictability. Ecosystem fit determines whether you can sustain effort and stay engaged.

Why these four pillars

The gap CORE fills.

Holland’s RIASEC — powerful, but built for another era

The most widely used framework, developed in the 1950s, categorizes people into six interest types and matches them to careers. It’s been validated across decades and continents — but it was designed for adults with work experience. Ask a 16-year-old “Do you like working with tools and machines?” and they answer from school projects and assumptions, not experience. And it measures interests alone — not how you work, what drives you, or where you thrive.

CORE builds on it — and closes the gaps

  • Measures interests through everyday activities, so young people can answer authentically.
  • Adds Operations, Rewards, and Ecosystems — three dimensions Holland didn’t include.
  • Reflects today’s reality: career paths are no longer simple and linear. You need to know not just what interests you, but how you work best, what sustains your motivation, and where you thrive.