Sourcing EngineResume Screening & RankingStage two - Screen & Rank

A fit score you can defend in the room.

ARJONIS ranks the sourced pool by real fit and shows the reasoning behind every placement. No unexplained number - a recruiter can see exactly why a candidate sits where they do.

What feeds the fit score

Four signals, each shown when a candidate is ranked.

The score is a summary, not the whole story. Every candidate opens up to show which signals moved them up or down.

  • Skill depthHow much a candidate has actually done with a required skill, not whether the word appears.
  • Relevant experienceWork that maps to the role's scope and seniority, weighted over unrelated tenure.
  • Role alignmentHow closely past responsibilities match what this role will ask day to day.
  • TrajectoryDirection and growth, so a rising candidate is not ranked purely on years served.
Ranking fragmentlive
Screened120
Scored64
Ranked28
Shortlisted (3)
92
Aditi R.Deep payments backend, strong scope match
Fit
88
Marcus D.High-scale APIs, slightly lighter on domain
Fit
84
Leena V.Strong trajectory, fewer years in role
Fit

Every rank carries its reasoning

Open any candidate and the placement breaks down by signal. That is what makes a shortlist defensible - a hiring manager can question a name and get a real answer, not a black-box percentage.

Where a recruiter's judgment still matters

ARJONIS is honest about its limits. The fit score narrows and orders the field - it does not replace a recruiter reading between the lines, weighing culture and context, or making the final call. It is built to get you to a strong shortlist faster, then get out of the way.

Rank a real pool and check the reasoning yourself.

Put a sourced set through ranking and open the candidates. The explanation is the point.