// how_these_tools_work

How these tools work

Where your answers are stored, how the Career Navigator turns them into a score, and where every number on this site comes from — in one place, so you never have to take it on faith.

Your data stays here

Everything you type or click in these career tools is saved in your own browser (a technology called localStorage) — never on our servers. There are no accounts, and we cannot see your answers.

Career Navigator — what it actually measures

What it is: a structured self-reflection inspired by the ikigai framework — not a validated psychological test, and it never pretends to be. It surfaces patterns in your own answers so a direction can emerge; the reasoning is always visible.

The four sections are four lenses:

SectionIkigai lensWeight
What you lovePassion35%
Why it matters to youWhat the world needs25%
What the world pays forMarket reality20%
What you're good atSkills20%

If you add your character strengths (see below), a fifth lens joins and the weights rebalance (passion 30%, character 25%, market 20%, purpose 15%, skills 10%).

Only real answers count. If you skip the sliders or the ranking, they contribute nothing — the remaining sections' weights are redistributed. We never let a default you didn't choose influence your result.

How the score works. Each lens scores all five career domains; each lens's scores are normalized to 0–100; the weighted blend is normalized again — that final number is your match strength (how strongly your answers point at a domain, relative to the other domains). Confidence is shown in words, not a percentage: it blends the gap between your top two domains with how many sections agreed. A close call is called a close call.

The diagram is your evidence, drawn. Every dot is one of your answers, placed in its lens's circle. Its distance toward the center shows how strongly that answer supports your current front-runner — so agreement literally converges: passion where love meets ability, mission where love meets need, profession where ability meets pay, vocation where need meets pay, ikigai where all four align. Click any dot to see the exact question, your answer, and why it sits where it sits. Dots only re-arrange between sections, and only when your front-runner genuinely changes (we tell you when).

Versioned and retakeable. The scoring engine is versioned — currently version 4 (v4); your last 10 attempts are kept locally so you can see how your picture changes.

Character Strengths

A 24-strength survey in the spirit of the VIA classification, written in our own plain language, with a definition under every strength so you always know what you're rating. Your top and bottom five feed the Navigator's fifth lens and travel to interview prep. It refines your result — it never overrides your other answers.

Career Roadmap

Takes a target domain — imported automatically from your Navigator result, or picked manually — plus your background and time budget, and assembles a step-by-step plan from shared, sourced datasets (certifications, roles, resources with citations). Change the domain any time; the roadmap recomputes.

Interview Practice

Six steps from self-knowledge to mock interviews. Your whole session (company, role, resume text, research, conversation) lives in your browser and is sent only with each AI request, then forgotten by the server — our interview backend is stateless.

Where the numbers come from

Salary bands and market statistics carry their sources (U.S. Bureau of Labor Statistics, CyberSeek, and named industry reports) with the retrieval dates. If a number has no source, it doesn't ship — that's a house rule.

What these tools are — and are not

Everything here is a suggestion, not advice. These tools generate general guidance drawn from generalizations — aggregated market data, common career patterns, and your own self-reported answers. They are meant to help you navigate your own thinking. They are not career counseling, professional coaching, hiring advice, or a prediction of your success in any role, and no result here should be treated as a directive.

About the resources we list. The certifications, courses, communities, job boards, salary figures, and other references throughout these tools are provided as options we assembled in good faith to fit each career path. The Cybersecurity Circle does not endorse, sponsor, or guarantee any listed resource, is not affiliated with them unless explicitly stated, and is not responsible for their content, pricing, quality, availability, or outcomes. Verify anything important directly with the provider before spending money or time.

Your decisions are yours. We've made our best effort to keep everything accurate and sourced, but career decisions depend on circumstances no tool can see. Use these results as one input among many — alongside real humans: mentors, the community, and people doing the work you're considering.

Content verified against the implementation · 2026-07-17