# What Are Job Fit Assessments?

Job Fit is a core concept in Smooth

Hiring that measures how well a candidate's assessment results, qualifications, and personality traits align with the requirements of a specific job role. This page explains how job fit is calculated, displayed, and used throughout the hiring process.

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## What Is Job Fit?

![Applicant scores](/files/flow-applicants-table690164690164.png)

Job Fit represents the degree of alignment between a candidate's demonstrated abilities (through assessments) and the expectations of the role they applied for. It synthesizes multiple data points into a single, actionable recommendation.

### Fit Levels

| Level | Chip Color | Description |
|---|---|---|
| **Strong Fit** | Green | High alignment with role expectations across all measured dimensions |
| **Good Fit** | Blue | Solid alignment with minor gaps that may not be significant |
| **Fair Fit** | Amber | Moderate alignment; review is recommended before proceeding |
| **Weak Fit** | Red | Low alignment with notable gaps in key areas |
| **Distortion** | Purple | Response patterns may be inconsistent or invalid (possible response bias) |
| **Unavailable** | Gray | Not enough assessment data to determine fit |

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## How Job Fit Is Calculated

Job Fit combines several assessment dimensions:

### 1. Assessment Performance

- **Score percentage** — overall assessment score relative to the assessment's scoring profile
- **Accuracy** — proportion of correct answers for knowledge-based questions
- **Pool standing** — how the candidate ranks compared to others who took the same assessment
- **Percentile** — statistical ranking within the candidate cohort

### 2. Personality Trait Alignment

For candidates who complete a [Predictive Survey](/help/assessments-predictive/personality-job-fit):

- Individual trait scores are compared against role expectations
- The overall trait profile is evaluated for fit with the target role
- Trait cohort averages provide context for whether scores are typical or exceptional

### 3. Qualification Matching

Job Fit also considers the alignment between:

- **Education requirements** — degrees, certifications, and qualifications specified in the job posting
- **Skill requirements** — technical and soft skills listed in the job description
- **Experience** — relevant work history and domain expertise

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## Where Job Fit Appears

### Applicant Profile — Assessments Tab

When viewing a candidate's profile, the **Assessments** tab shows:

1. **Assessment Cards** — each completed assessment displays as a card with:
   - Assessment title and type
   - Completion status and date
   - Score signal indicator (Strong, Positive, Mixed, Caution, Weak)
   - Click to view detailed results

2. **Assessment Detail View** — clicking an assessment card reveals:
   - **Summary tab** — assessment signal, pool standing, accuracy, completion stats, decision guidance, strengths, concerns, and recommended actions
   - **Report tab** — embedded PDF assessment report with AI-generated analysis
   - **Integrity tab** — integrity events and security flag details
   - **Questions tab** — question-by-question review with answers

### Shared Report — Job Fit Section

The **Shared Report** (accessible via shareable link) includes a dedicated **Job Fit** section showing:

- **Role Fit chip** — the fit level displayed as a color-coded chip
- **Education / Qualifications** — listed requirements for the job
- **Skills / Experience** — required skills and experience for comparison

A legend explains the fit levels:

> **Strong Fit** — High alignment with role expectations. **Good Fit** — Solid alignment; minor gaps. **Fair Fit** — Moderate alignment; review recommended. **Weak Fit** — Low alignment; notable gaps. **Distortion** — Response patterns may be inconsistent or invalid. **Unavailable** — Not enough assessment data to determine fit.

### Job Summary — Assessments Panel

From the Job Summary view, the assessments panel shows which assessments are assigned to the job and their auto-send configuration. See [Auto Send Assessments](/help/assessments-predictive/auto-send-assessments) for details.

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## Assessment Signals and Decision Guidance

Each completed assessment generates an **Assessment Signal** and **Decision Guidance** to help you make hiring decisions:

### Assessment Signal

A visual chip indicating the overall assessment outcome:

- **Strong Signal** — confident positive outcome
- **Positive Signal** — generally good performance
- **Mixed Signal** — inconsistent results requiring review
- **Caution Signal** — potential concerns identified
- **Weak Signal** — significant concerns

### Decision Guidance

Automated analysis that includes:

- **Summary** — plain-language description of the candidate's performance
- **Strengths** — specific areas of strong performance (green indicators)
- **Concerns** — areas requiring attention (amber indicators)
- **Recommended Actions** — numbered next steps for the recruiter

### AI Analysis

SmoothHiring's AI automatically generates a deeper analysis for each completed assessment, providing:

- Contextual interpretation of the candidate's performance
- AI-identified strengths and risks
- Suggested next steps based on the full assessment context

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## Predictive Survey Role Fit

When a candidate completes a Predictive Survey assessment, the results include specialized role fit information:

### Job Fingerprint

A visual representation of job requirements and how the candidate aligns with them. The fingerprint chart shows:

- Multiple job dimensions radiating from the center
- The candidate's score on each dimension
- Visual overlap between the job's requirements and the candidate's profile

### Personality Traits

A bar chart showing the candidate's personality trait scores, including:

- Individual trait values
- Cohort average comparison (how the candidate compares to others)
- Trait names and descriptions

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## Culture Fit Assessment

For candidates who complete a Culture Fit assessment, additional metrics are displayed:

- **Overall Culture Fit Score** — aggregate alignment number
- **Contribution Score** — expected cultural contribution
- **Benchmark Alignment** — comparison against calibrated organizational benchmarks
- **Dimension Scores** — individual scores for each culture dimension (up to 8 displayed)
- **Calibration Confidence** — based on the number of organizational raters who established the benchmark

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## Using Job Fit in Hiring Decisions

1. **Screen candidates** — use fit levels to quickly identify strong and weak candidates
2. **Compare assessments** — candidates with multiple assessments can be evaluated holistically
3. **Combine with interviews** — use the Quick Actions links to navigate directly to Interview Kits, Scorecards, or Profile from the assessment view
4. **Share with hiring managers** — use the Shared Report to share assessment results including job fit with stakeholders

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## Related Pages

- [Personality Traits & Job Fit Report](/help/assessments-predictive/personality-job-fit)
- [Predictive Analytics](/help/assessments-predictive/predictive-analytics)
- [Scoring Profiles](/help/assessments-predictive/scoring-profiles)
- [AI Candidate Recommendations](/help/assessments-predictive/ai-recommendations)
- [Assessment Insights](/help/assessments-predictive/assessment-insights)