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Understanding Candidate Reports

Learn how WeCP reports and logs performance data of each candidate after the assessment

Team WeCP avatar
Written by Team WeCP
Updated over a week ago

Overview

The candidate report provides a structured view of a candidate’s performance across technical skills, soft skills, proctoring, and question-level details. Each section is designed to present insights consistently, even when certain data is not available for a test or candidate.

Recruiters and hiring managers can use this report to evaluate performance, identify strengths and gaps, and make informed hiring decisions.


Accessing a Candidate Report

  1. Go to your WeCP Dashboard.

  2. Select the relevant test.

  3. Open the Candidates tab

  4. Click on a candidate’s name or email address to view their detailed report.


Report Navigation

The left-side menu organizes the report into clear, purpose-driven sections. Each section appears in a consistent order to make navigation predictable across all reports.

The report includes the following sections:

  • Performance

  • Hard skills

  • Soft skills report

  • AI Fluency

  • Proctoring

  • Questions

  • Profile

  • Playback


Performance

The Performance section provides a high-level summary of how the candidate performed in the assessment.

This section shows:

  • The candidate’s overall score

  • Comparison with the average test score

  • Percentile ranking among all test takers

Use this section to quickly understand how the candidate performed relative to others.


Hard Skills

The Hard skills section focuses exclusively on technical evaluation.

This section includes:

  • Skill-wise scores for technical areas such as programming, aptitude, databases, or domain-specific topics

  • Benchmarks to compare candidate performance against peers

  • A visual skill analysis chart

  • Productivity insights, including time spent versus accuracy

Only technical skills are shown in this section. If a test does not include technical skills, a standardized message appears indicating that no data is available.


Soft Skills Report

The Soft skills report presents insights related to behavioral, cognitive, and communication-based assessments.

This section may include:

  • Communication or language proficiency results

  • Psychometric or personality-based insights

The Soft skills report tab always appears in the report. If the test does not include soft-skill questions, or if the candidate did not attempt them, a clear message is displayed to indicate the absence of data.


AI Fluency

The AI Fluency section provides insights into a candidate’s interaction patterns related to AI-assisted behavior during the assessment, where applicable.

This section is shown independently to ensure clarity and separation from other skill categories.


Proctoring

The Proctoring section provides a consolidated view of all proctoring-related checks and events.

Proctoring information is organized into two categories:

  • Device activity – actions occurring within the system environment

  • External activity – camera, microphone, or AI-detected events

Each proctoring check clearly displays one of the following states:

  • Active with violations

  • Active with no violations

  • Disabled

This structure helps evaluators quickly assess test integrity and identify potential concerns.


Questions

The Questions section provides a detailed, question-by-question analysis of the candidate’s attempt.

This section allows you to:

  • Review selected answers

  • View coding submissions

  • See marks awarded for each question

  • Analyze performance by section and question type


Profile

The Profile section contains candidate-specific details submitted during the assessment process. This information helps provide additional context while reviewing performance.


Playback

The Playback section allows you to review available screen recordings related to the candidate’s test attempt. This can be used to validate behavior during the assessment when proctoring is enabled.


Notes

  • All sections follow a standardized layout for consistency across reports.

  • Sections remain visible even when data is unavailable, ensuring predictable navigation.

  • Scoring logic and configurations behave according to the test setup.

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