Career representation
See how you fit a job — before you apply.
Paste a job description. cvgraph matches it against your skill graph and shows where you are strong, where you partially cover the requirements, and where the gaps are.
Paste a job, get a fit verdict
When you paste a job description, cvgraph analyses the role requirements and matches them against the skills and levels in your own graph. The result is an overall fit figure alongside a breakdown of which skills matched fully, which are partially covered, and which are absent.
The score reflects where your current graph stands relative to that role — it is a structured comparison, not a keyword count.
Example
Matched
- Data analysis
- SQL
- Stakeholder communication
- Project delivery
Partial
- Python (intermediate — role expects senior)
- A/B testing
Gaps to close
- dbt
- Looker or equivalent BI tool
A fit position, not a verdict — see where to focus and what to close.
Matched, partial, and the gaps to close
The breakdown separates fully matched skills from partial matches — skills present in your graph but at a level below what the role requires — and gaps where the skill is absent entirely.
The gap list is the most useful output: it shows exactly what to develop before applying, or what to address directly in an interview.
Start free
Your first JD-fit scoring is free — no subscription required. Score one role against your graph and see the full verdict.
Unlimited scoring is available on Pro and Pro+, so you can score as many roles as you want as your search progresses.