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Example data table
Use this as a reference for typical inputs and how they translate into a score.
| Factor | Example score | Example weight | Notes |
|---|---|---|---|
| Skill Fit | 8.0 | 12.5% | Strong match with small gaps |
| Interest Alignment | 8.0 | 12.5% | Work is energizing |
| Values Alignment | 7.0 | 12.5% | Mostly aligned priorities |
| Work Style & Culture | 8.0 | 12.5% | Pace and autonomy fit |
| Growth Potential | 8.0 | 12.5% | Good learning runway |
| Compensation Fit | 7.0 | 12.5% | Acceptable offer range |
| Location & Flexibility | 9.0 | 12.5% | Great flexibility |
| Work–Life Balance | 7.0 | 12.5% | Manageable workload |
Formula used
Each factor score is converted to a 0–100 scale and multiplied by its weight. The weighted sum is then reduced by penalties.
Penalty = GapPenalty + ThresholdPenalty + RedFlagPenalty
Index = clamp(WeightedSum − Penalty, 0, 100)
- GapPenalty: up to 20 points based on estimated skill gap percentage.
- ThresholdPenalty: if a minimum score is set, each missing point adds 2 penalty points (capped).
- RedFlagPenalty: 3 points per red flag (0–5).
- Must-haves: if not met, the index is capped at 40 to reflect hard constraints.
How to use this calculator
- Pick a target role and estimate each factor score from 0 to 10.
- Adjust weights to match what you value; totals are normalized.
- Add optional penalties for gaps, red flags, and minimum thresholds.
- Submit to view the index above the form and export results.
- Use the weakest factor to guide study, networking, or role selection.
What the index measures
The Job Compatibility Index converts eight career factors into a single 0–100 score. Each factor is scored from 0 to 10, converted to a 0–100 scale, and combined with your weights. A higher score indicates stronger alignment between your profile and the role requirements, expectations, and constraints. The result is grouped into tiers: 85+ excellent, 70–84 strong, 55–69 moderate, 40–54 cautious, below 40 low.
How weighting improves accuracy
Weights represent importance, and the calculator normalizes totals to 100% when needed. Each weight control supports 0–50%, so one factor cannot dominate the model. For early‑career exploration, many users keep weights balanced. For senior roles, Skill Fit and Work Style often rise. When comparing offers, Compensation Fit and Work–Life Balance typically increase. This structure helps you model priorities consistently across roles.
Penalties model real‑world risk
Penalties reduce the weighted score to reflect uncertainty and deal‑breakers. Skill gap percentage applies up to a 20‑point reduction. Minimum acceptable score adds up to 25 points when several factors fall below your threshold, using a 2‑point penalty per missing score point. Red flags subtract 3 points each, up to 15. If must‑haves are not met, the score is capped at 40. Use the confidence rating (1–5) to decide when to recheck assumptions.
Interpreting the breakdown table
The contribution column shows how much each factor adds after weighting, and the contributions sum to the weighted total before penalties. Two factors can share the same score but contribute differently if their weights differ. Use the lowest score to define your next action: close a skill gap, validate culture through networking, or renegotiate flexibility. Use top contributors as interview talking points and negotiation anchors.
Using exports for repeatable comparisons
Export CSV to track multiple roles in a spreadsheet and calculate averages across job families. Export PDF to share a concise report with mentors or recruiters. Keep inputs consistent: use the same weight preset and threshold across roles, then change only role‑specific scores. This makes comparisons fair and highlights which role best matches your goals and constraints without extra guesswork later.
FAQs
1) What scores should I start with if I am unsure?
Begin with 6–7 for most factors, then adjust after reading the job description and talking to someone in a similar role. Use confidence 1–2 to mark uncertain entries and revisit after interviews.
2) Do I need weights to total 100% exactly?
No. If your weights do not total 100%, the calculator automatically normalizes them so the relative importance stays the same. A zero total is not allowed because it would remove all weighting.
3) How does the skill gap percentage affect results?
Skill gap applies a penalty up to 20 points. For example, a 25% gap removes 5 points, while a 100% gap removes the full 20. Use it to reflect missing requirements or limited experience.
4) Why can the score be capped at 40?
If must-haves are not met, the calculator caps the index at 40 to represent hard constraints such as location, visa eligibility, required certification, or schedule limitations. This prevents high soft scores from hiding blockers.
5) How can I compare two offers fairly?
Use the same weight preset, minimum threshold, and penalty settings for both roles. Change only the factor scores based on each offer. Export CSV so you can keep a history and document why a decision changed.
6) Is the index a guarantee of success?
No. It is a structured estimate, not a prediction. Use it to identify strengths, risks, and questions to validate. Combine it with real signals like interviews, references, and a written offer review.