A sample applicant report

Every applicant gets one. A score out of 100 for the role, built from weighted criteria with the evidence behind every point, where they rank among everyone who applied, and their own answers with the role's skills highlighted. The applicant here is made up; the scoring is the real thing.

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Arif Hossain

Junior Backend Developer (Go), Dhaka. Applied 7 Oct 2026.

Sample dataDownload PDF

Match for this role

96/100

Strong match

Meets most of what this role asks for.

Rank among Junior Backend Developer (Go) applicants

1st of 12

This applicantOther applicants for the roleLines mark the 45, 60 and 75 bands

Decision matrix

How the score is built. Weights add up to 100; every point comes from their answers.

This applicantRole average

  1. Role skillsWeight 25

    Points: 25/25

    • Mentions Go, PostgreSQL, REST, API, Gin, Docker and 3 more

  2. Remote setupWeight 20

    Points: 20/20

    • Stable internet
    • Own computer
    • Power backup
    • Quiet workspace
    • Can overlap client hours

  3. ExperienceWeight 15

    Points: 15/15

    • Has professional experience
    • Has worked remotely

  4. Evidence of workWeight 15

    Points: 11.7/15

    • Shared work to look at
    • Detailed project description
    • Project answer includes a link

  5. AI tool fluencyWeight 10

    Points: 10/10

    • Names the tools they use
    • Checks what the tools produce

  6. EducationWeight 10

    Points: 9.5/10

    • Relevant subject: Computer Science and Engineering
    • Graduating or graduated 2025

  7. Availability and salaryWeight 5

    Points: 4.5/5

    • Accepts the listed salary
    • Can start within two weeks

Total

96/100

A guide to support your judgment, not a verdict.

Role skills

9 of the 15 skills we screen for appear in their answers.

Mentioned

  • Go
  • PostgreSQL
  • REST
  • API
  • Gin
  • Docker
  • JWT
  • authentication
  • test

Not mentioned

  • Golang
  • SQL
  • Echo
  • Fiber
  • microservice
  • Git

60% of the role skills.

Remote setup

6 of 6 in place for working from home.

  • Stable internetYes

  • Power backupYes

  • Own computerYes

  • Quiet workspaceYes

  • Overlaps client hoursYes

  • Worked remotelyYes

In their words

Role skills are highlighted.

A project they built or tested

29 words

A library REST API in Go with Gin and PostgreSQL, with JWT authentication. I designed the schema, wrote the handlers and table-driven tests, and run it in Docker: https://github.com/example/library-api

How they use AI tools

30 words

I ask Claude and Cursor to draft tests for an endpoint, then run them, read the failures and fix what they missed. I review every change before I commit it.

Anything else they told us

27 words

I worked six months with a remote team in Berlin, so I'm used to written updates and overlapping hours. Night shifts for North American clients suit me.

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