Why this score?

The overall score is not meant to be the only “correct” way to judge a resume. It is designed to be explainable (you can see what drove the score) and actionable (you know what to change next).

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The 5 dimensions (what they measure)

Completeness
Do you provide the minimum information recruiters need?
Readability
Can a human scan it fast and understand it correctly?
Evidence
Do bullets prove impact with results, scope, and ownership?
Role focus
Does it look like a consistent fit for the intended role?
ATS
Will parsing + keyword matching work (without stuffing)?

Scoring standards (practical checks you can apply)

Completeness
  • Core sections present: Header / Summary / Experience / Skills / Education (Projects optional but recommended).
  • Each experience entry has minimum info: company, role/title, dates, and what you worked on (tech + scope).
  • Missing critical fields (no timeline, no role name, missing links) reduces the score.
Readability
  • Length + density: typically 1–2 pages; bullets usually ≤ 2 lines.
  • Bullets start with strong verbs; parallel structure; avoid large paragraphs.
  • Spelling/grammar issues, redundancy, and weak verbs (help/assist/participate) reduce the score.
Evidence
  • Core experiences include results: metrics, scale, impact (performance/cost/stability/efficiency/revenue/users).
  • Bullets follow STAR/XYZ shape: what you did + how + outcome.
  • Only listing responsibilities (no outcomes) reduces the score.
Role focus
  • Tech stack aligns with the target role (e.g. backend: Java/Go, DBs, distributed systems, reliability, performance).
  • Experience reads like one coherent “main thread” (not jumping between unrelated roles).
  • Summary / Skills / Experience are consistent (avoid contradictions).
ATS
  • Resume structure is parseable: clear headings; consistent company/date formatting.
  • Keyword coverage includes direct terms + reasonable synonyms (especially when a JD is provided).
  • Avoid charts/tables/odd layouts that break parsing.

How the overall score is aggregated

Weighted sum (weights are part of the explanation)
A simple, transparent approach: each dimension contributes by a predefined weight.
No JD provided
Readability 20% · Completeness 20% · Evidence 30% · Role focus 20% · ATS 10%
JD provided
ATS 25% · Role focus 25% · Evidence 25% · Readability 15% · Completeness 10%
Hard penalties (critical issues)
Some problems are disproportionately harmful. Examples: broken/unclear timeline, completely unparseable ATS format, or zero outcomes/metrics across core roles. These can trigger a direct deduction (e.g. 10–20 points) even if other areas look fine.

What makes the score credible

  • It explains “why you are 68 and not 80” with specific, checkable reasons.
  • It gives concrete next steps (what to add/remove/change) rather than vague advice.
  • The dimensions are a reasonable backbone, but not the only valid framework.
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