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Crowdcruit Report

This is what
your hiring team
actually gets.

A comprehensive report delivered to your team. Scored rubrics, real-world scenarios, and a clear hire-or-pass recommendation backed by evidence.

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CANDIDATE EVALUATION REPORT
Technical Screening · Senior Backend Engineer
Candidate
ClientAcme Fintech Ltd
EvaluatorCrowdcruit Evaluator
FormatInterview + Technical Assessment
SourcesCV, GitHub (31 repos), npm (20 pkgs), Code
0/ 100
STRONG HIRE
Interview 40%
88%
Assessment 60%
93%
Technical depth4.4
Communication4.8
AI maturity4.6
+ 3 more dimensions
Prepared by CrowdcruitConfidential · GDPR
Inside the report

Six dimensions.
Zero ambiguity.

01

Executive Summary

Narrative overview for decision-makers. Who they are, what they showed, whether they fit.

02

Interview Analysis

Structured 40-min interview scored across technical depth, ownership, collaboration, communication, AI maturity, and culture fit.

03

Technical Assessment

Real-world scenario: production bugs, stakeholder pressure, PR reviews. Not LeetCode.

04

AI Collaboration

How they use AI tools. Custom workflows, prompt maturity, output quality - the dimension everyone needs.

05

Combined Score

Weighted rubric producing one composite number. Interview 40% + Assessment 60%. Transparent breakdown.

06

Candidate Strengths

What this person uniquely brings - domain fit, leadership style, growth trajectory.

Live the assessment

This is what your
candidates go through.

Real scenario. Production bug. Three stakeholders demanding answers. A PR to review. Click through it.

Live
src/services/PaymentProcessor.tsP0 - Duplicate payments
18async processPayment(req: PaymentRequest) {
19  const provider = await this.getProvider(req.method);
20
21  // BUG: two concurrent requests both pass the guard
22  // before either registers the idempotency key
23  const result = await provider.charge(req.amount);
24  await this.idempotencyStore.register(req.idempotencyKey);
25
26  return result;
27}
TOCTOU Race - Idempotency key registers after the charge. Two concurrent requests both charge the customer.
Interview scoring

Every dimension
weighted and scored.

Technical depth30%
4.4
Ownership thinking20%
4.2
Collaboration15%
4.3
Communication15%
4.8
AI workflow maturity10%
4.6
Culture fit10%
4.1
Interview verdict: Strong Hire - 4.4 / 5

Trusted by companies hiring technical talent

eurobankneurosoftsyntaxallsecureaquilaxcyberfusediotech

Questions

Everything about the Crowdcruit Report.

Currently delivered as a comprehensive document: executive summary with hire recommendation, interview analysis across 6 dimensions, full technical assessment breakdown (bug diagnosis, stakeholder communication, PR review, AI collaboration), weighted combined score out of 100, candidate strengths, and appendices with verified work history. Platform integration is on the roadmap.
About 2-3 hours candidate time: 40-minute structured interview + 30-45 minute timed technical assessment. Reports delivered within 48 hours.
Weighted system: interview 40%, technical assessment 60%. Interview scored across 6 dimensions. Assessment uses a 75-point rubric covering bug diagnosis, stakeholder responses, PR review, and AI collaboration.
Yes. Each assessment is designed for the specific domain and seniority. A Staff SWE gets different scenarios than a Senior Cybersecurity Analyst.
Candidates are encouraged to use AI tools - we evaluate how effectively they leverage AI, not whether they avoid it. AI workflow maturity is a scored dimension.
Yes. Reports are confidential, intended solely for your hiring team. All data handled per GDPR. Only hiring-relevant information included.

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