AI Skills Assessments That Turn Applications Into Hiring Evidence
Create timed AI assessments for technical, sales, support, operations, marketing, product, and data hiring. Send candidates a secure test link, then review scores, answers, session activity, pass/fail status, AI interview results, and hiring pipeline evidence in one recruitment workflow.
Role Skill Task
Evaluate a candidate screening workflow
def rank_candidates(items):
filtered = [item for item in items
if item["score"] >= 70]
return sorted(
filtered,
key=lambda item: item["score"],
reverse=True
)From Template to Candidate Score
Edvenity turns assessment setup, candidate completion, and recruiter review into one connected screening workflow for technical, business, operations, sales, support, and creative roles.
1. Create the template
Choose the role, test type, skill stack, focus areas, difficulty, time limit, pass score, and question distribution for the hiring context.
2. Attach it to the job
Require the assessment from job post settings and select an existing template or create a new one.
3. Candidate completes the test
Candidates accept rules, complete assigned sections in one sitting, save progress between sections, and submit before time expires.
4. Review the evidence
Recruiters see score, pass/fail, time taken, session activity, per-question answers, and downloadable reports.
Build Assessments for the Role, Not a Generic Test
Edvenity assessment templates let recruiters define what matters for the job before candidates enter the pipeline, from software and data roles to sales, operations, support, marketing, and product teams.
Technical, business, and role-based tests
Role category and skill requirements
Focus areas and coding categories
Easy, medium, or hard generation difficulty
Time limit and passing score
Question counts by section
Create Assessment Template
Customer Operations Assessment
Role-Based
Skills and judgment
Technical
Code and systems
Question Distribution
57 min
Estimated duration from selected sections
Assess More Than Multiple Choice
Mix question types based on the role. Use structured tests for engineering, data, product, sales, marketing, operations, support, and leadership hiring without sending candidates to a separate tool.
MCQ
Objective knowledge checks with selected and correct answer review.
Aptitude
Reasoning, problem solving, and role-relevant judgment.
Coding
Programming, automation, data handling, and workflow logic with AI evaluation.
Case Study
Longer scenario analysis and structured written response.
Diagram
Visual workflow or architecture response with explanation.
Writing Sample
Written communication, reasoning, customer response, and business clarity checks.
File Upload
Portfolio, work samples, campaign assets, support docs, and custom evidence.
def normalize_scores(candidates):
top_score = max(c["score"] for c in candidates)
return [
{
**candidate,
"normalized": round(candidate["score"] / top_score, 2)
}
for candidate in candidates
]Test Cases
8/9
Execution
42ms
AI Logic
0.9/1
A Clear Candidate Test Experience
Candidates see the assessment purpose, rules, expected sections, and a required confirmation before the test begins, whether the role tests technical work, communication, analysis, operations, or customer judgment.
Candidate Assessment
Start Your Assessment
Please read the instructions carefully before you begin.
Assessment Purpose
Evaluate skills, judgment, communication, and problem-solving ability.
Instructions & Rules
Complete in one sitting and stay on the assessment tab.
I have read and understood all instructions and agree to follow the assessment guidelines.
Active section content
Candidate answers are saved section by section while the test remains timed.
Integrity signals are tracked as session activity, including tab switching warnings and termination behavior.
Review Assessment Results Inside the Application
Assessment results live in the same Evaluations tab as AI and human review, so recruiters can compare skills evidence, work samples, communication quality, interviews, and resume analysis.
Evaluation & Pre-Assessment Result
AI-generated insights & human feedback
Assessment: Customer Operations Assessment
Status: Passed
Final Score
84.5%
Correct Questions
15/18
Time Taken
42m
Attempts
1
Assessment View
RefreshQuestion 1
8/10 Pts
return sorted(candidates, key=lambda c: c["score"])AI Evaluation
Strong implementation with minor edge-case gaps.
Score and pass/fail
Final score percentage and template passing threshold.
Question-level detail
Inspect answers, code, diagrams, uploads, and written responses.
Session activity
See integrity and session events from the candidate attempt.
Download report
Export a structured assessment report for sharing or review.
Know Where Every Candidate Stands
Recruiters can see whether a candidate has not started, is in progress, expired, or completed the assessment.
Not Started
The candidate has not opened or begun the assessment.
In Progress
The candidate is currently taking the assigned assessment.
Expired
The session window closed without a completed submission.
Completed
Score, answers, session activity, and report are available.
Use Assessment Scores Beside Interview Scores
When a role uses both assessments and AI interviews, Edvenity keeps the signals together in the hiring workflow.
Alex Morgan
Interviewed
Priya Shah
Shortlist
Jordan Lee
Screening
Compare multiple hiring signals before moving candidates forward.
Assessment score, interview score, fit score, and candidate status can stay visible together, so recruiters do not need to jump between separate screening tools.
See AI InterviewsFrequently Asked Questions
You can create role-based assessment templates with MCQ, aptitude, coding, case study, diagram, document, writing sample, and file upload sections for engineering, data, operations, sales, support, marketing, product, and other hiring workflows.
Start Screening Candidates With Skills Assessments
Create a role-specific assessment template, attach it to your next job post, and review candidate results for problem solving, communication, analysis, customer judgment, work samples, and practical role skills where your team already evaluates applications.
Start Hiring Smarter