Strategy · 7 min read
Why AI Career Index
Stop guessing where you stand against AI
Career advice has always run on opinion: a recruiter's hunch, a coach's read, a skills list that ages in a month. AI Career Index replaces the guess with a deterministic, rule-based reading of how your role is structurally positioned under automation. Same inputs, same result, every time, so you can act on where you actually stand instead of how the market feels this week.
Deterministic, not a guess About 15 minutes Free to start
The problem it solves
Everyone is guessing about AI and their career.
The advice you can find falls into two buckets, and neither tells you where you actually stand. Skills frameworks measure inputs, not exposure. Coaching produces a subjective, unrepeatable opinion. And the AI headlines are either doom or hype, aimed at no one in particular. What has been missing is a structural read of your specific position: what holds, what compresses, and what to do about it.
Skills lists measure the wrong thing
A longer skills list does not tell you whether your role's core is exposed. Exposure is structural, not a checklist.
Coaching is a subjective guess
Two coaches give two answers, and neither is reproducible. You cannot build a plan on an opinion that changes with the room.
The headlines describe no one
"AI will replace millions of jobs" says nothing about your desk. Averages hide the only number that matters: yours.
Where roles land on AI exposure
Illustrative positions
Where do you land?
Data entry
Bookkeeper
Registered nurse
Strategy lead
Highly exposedDurable
Every role sits in a different place, and two people with the same title often land far apart. The average describes none of them, which is exactly why the only number worth acting on is your own.
What it is
A structural intelligence engine for your career.
AI Career Index scores your role across five weighted structural dimensions, Strategic Clarity, AI Adaptability, Income Leverage, Skill Resilience, and Market Alignment, and turns them into a single reading plus the derived metrics that explain it. It is deterministic and rule-based: no machine learning guesses your individual score, so the same answers always produce the same result. That is what makes it something you can plan against rather than react to.
01
Answer
You answer a structured set of questions about your role. About fifteen minutes, no CV upload, no guesswork.
02
Diagnose
A fixed formula scores you across five weighted dimensions and derives your band, constraint, and exposure.
03
Act
You get a sequenced six-month plan that targets the one dimension holding your position back.
See a real reading
This is what you get back.
An illustrative reading. Your score, the shape of your five dimensions with the weakest anchored in red, and the 24-month gap between drifting and executing the plan.
AI Career Index
211
out of 1,000
35th percentile
Strategic path: +151
Transitional Integrator
Five Structural Dimensions
0 to 100The shape of your profile across the five durability dimensions.
- Today
- After plan
Bottleneck · Plan target
Strategic Clarity
54
→
72
24-Month Projection
+174 with planWhat happens if you act on the Acceleration Plan, versus what happens if you don't.
Drift 628
Strategic 802
Today 651
What you get
Your reading, in eight concrete outputs.
A reading takes about fifteen minutes and returns a full positioning report. Every number is traceable back to your answers, and every recommendation is tied to the one dimension that will move your position the most.
AI Career Index Score
A single 0 to 1000 reading of how well your role, skills, and influence are structured for durability under AI.
Your Authority Band
Where you sit on the Execution to Authority ladder, the strongest predictor of what compression does to your work.
Your Primary Constraint
The one dimension holding your position back, so you know exactly where a change of effort actually moves the needle.
Compression Exposure
How exposed your current work is to both automation and wage compression as models keep improving.
24-Month Projection
Two trajectories: where you drift with no action, and where deliberate structural moves could take you.
A 6-Month Plan
A sequenced acceleration plan that targets your weakest dimension first, with weekly actions you can actually run.
Your Structural Archetype
A derived profile, such as Transitional Integrator, that names your trajectory from your band, risk level, and primary constraint.
Advanced Metrics
Deeper indicators like structural leverage and authority migration probability that decompose your position beyond the score.
Who it's for
Individuals and the companies they work for.
For individuals
Read your own structural position, see the one constraint holding you back, and get a six-month plan that targets it. Stop guessing whether your role is safe and start moving toward the part of your work that holds.
For companies
See where structural risk concentrates across teams with an aggregated, privacy-preserving workforce view. Leadership sees the pattern; every employee keeps ownership of their individual reading.
Why you can trust it
Deterministic, transparent, and repeatable.
A career decision deserves a result you can inspect and reproduce, not a prediction you have to take on faith. The scoring engine is rule-based, and you can read exactly how the score, bands, and derived metrics are calculated on the methodology page.
Deterministic
The same answers always produce the same score. No black-box model decides your result.
Private to you
Your individual reading is yours. Employers only ever see aggregated, anonymised workforce metrics.
Traceable
Every number is derived from your inputs by a fixed formula you can inspect on the methodology page.
Articles in this guide
Read more on why this matters
Guides that expand on what the AI Career Index measures and why it is built the way it is.
"Used this before a performance review and it completely changed my framing. Walked in with a structural argument for scope expansion instead of the usual list of accomplishments. The conversation shifted immediately. I got the authority expansion I had been trying to earn for eighteen months."
Jonathan Pierce
Director of Client Strategy · New York, USA
"My CEI was low which I thought meant I could relax. The Drift Path projection showed my position would still erode meaningfully over 24 months without deliberate action. Protection is its own strategy. I would not have seen that without the tool."
Saoirse O'Donnell
Principal Architect · Dublin, Ireland
"I am the kind of professional who usually dismisses career tools. This one is different because the outputs are reproducible and the formulas are disclosed. It passed the test I apply to everything: would I trust this enough to base a real decision on it? The answer was yes."
Rafael Costa
Head of Operations · Lisbon, Portugal
Career Risk · 7 min read
How Fast Will AI Actually Replace Jobs?
Slower than the demos suggest, faster than comfortable in a few places. Why replacement lags the headlines, the four brakes that pace it, and how to read the speed for your role.
Industry · 8 min read
AI Career Risk in Supply Chain and Logistics Jobs
Supply chain splits sharply under AI: planning and coordination are exposed, physical and accountable work holds. Which logistics roles compress, which stay durable, and how to read yours.
Measure Your Position with AI Career Index
Take the AI Career Snapshot to see your structural leverage, automation exposure, and growth trajectory with AI Career Index.