Where Talent Meets Intelligence
✦How It Works

From Job Post to Hire in 4 Steps

No manual screening. No CV pile. Just AI-ranked candidates ready to interview.

01

Company Posts a Job

Paste or type your job description. Include requirements, seniority, location preferences, and culture notes. No structured form required the AI parses free text.

âś“ Free-text JD inputâś“ Optional structured fieldsâś“ Multi-role support
02

AI Engine Parses & Scores All Candidates

Our matching engine runs semantic analysis on the JD against every candidate in the talent pool. Scores are calculated across 4 dimensions: technical skills, experience, availability, and culture fit.

âś“ Semantic NLP analysisâś“ Real-time scoringâś“ Full pool evaluated
03

Ranked Shortlist Delivered

Within minutes, receive a ranked list of the top matching candidates each with a confidence score, skill breakdown, and availability status. No noise, just signal.

âś“ Top 10 ranked candidatesâś“ Confidence % per matchâś“ Skill breakdown visible
04

Interview & Hire

Connect directly with pre-vetted candidates through the platform. Schedule interviews, share feedback, and make offers all without third-party intermediaries.

âś“ Direct candidate contactâś“ Interview schedulingâś“ No middlemen
The Matching Engine

How AI Decides Who Fits Your Role

DevJets does not keyword match. It understands what you need and finds who actually qualifies.

When you submit a job description, the AI embeds it as a semantic vector a mathematical representation of what the role actually requires. It then compares that vector against every talent profile in the pool using cosine similarity.

This means “senior PHP engineer with microservices experience” finds candidates with Symfony, Laravel, and API design work even if they never used the word “microservices” in their profile. Context is understood, not just text matched.

Re-ranking Formula

Final Match Score =

Semantic SimilarityĂ— 60%+ DTS Quality ScoreĂ— 30%+ Profile CompletenessĂ— 10%

Semantic similarity measures role fit. DTS measures candidate quality. Completeness measures engagement signal.

01

Semantic Role Fit

How closely the candidate's verified skills and experience match your specific job requirements

02

DTS Quality Baseline

The candidate's overall quality score across 13 verified tool dimensions independent of your role

03

Stack Alignment

How many of your required technologies appear in the candidate's verified skill results

04

Communication Level

Verified CEFR language score and English proficiency from pronunciation and interview tools

The DTS Score

Every Candidate Is Scored Before You See Them

The DevJets Talent Score (DTS) is a 0–1000 quality signal built from 13 AI tools. Not self-reported. Not a LinkedIn endorsement. Built from evidence.

Starter

0 – 399

Growing

400 – 599

Advanced

600 – 749

Expert

750 – 899

Elite

900 – 1000

Higher DTS = higher match ranking weight. Elite candidates are shown first when role fit is equal.

CV Quality

300 pts
ATS CV Checker
German CV Validator
Europass Validator
CV vs Job Match

Technical Skills

250 pts
Tech Skill Self-Test
GitHub Analyzer
Portfolio Analyzer

Communication

200 pts
Interview Simulator
English Pronunciation Coach
LinkedIn Optimizer

Career Clarity

150 pts
AI Career Roadmap
Salary Benchmarking

Engagement

100 pts
Platform tool usage count
Profile completeness

How DTS Is Calculated

1
Best score wins

If a talent retakes a skill test and scores higher, DTS updates upward. Improvement is always rewarded.

2
Unused tools are excluded

Null is not zero. A talent with 3 tools at 90 scores higher than one with 6 tools where 3 scored 0.

3
Updates in real time

Every tool completion triggers an automatic DTS recalculation. The score you see is always current.

The AI Tools

13 Free AI Tools. One Score. Better Opportunities.

Talents build their DTS by using free AI tools that improve their CV, skills, and profile. Better score = higher match ranking when companies search.

ATS CV Checker

CV Quality

Scores your CV against ATS systems used by EU employers

German CV Validator

CV Quality

Validates format, tone, and structure for DACH market

Europass CV Validator

CV Quality

Checks EU-standard formatting and completeness

CV vs Job Match

CV Quality

Compares your CV against a specific job description

Tech Skill Self-Test

Technical

Verifies technical knowledge across your declared stack

GitHub Analyzer

Technical

Analyses code quality, project depth, and language spread

Portfolio Analyzer

Technical

Scores project portfolio for depth and market relevance

Interview Simulator

Communication

Simulates a real technical interview and scores responses

English Pronunciation Coach

Communication

Assesses spoken English fluency and pronunciation accuracy

LinkedIn Optimizer

Communication

Scores and improves LinkedIn profile for recruiter visibility

AI Career Roadmap

Career

Maps skill gaps and target roles for EU market positioning

Salary Benchmarking

Career

Compares expected salary against EU market data by role

Cover Letter Generator

Engagement

Generates tailored cover letters from CV and JD

All tools are free for talents

Talents access all 13 tools at no cost. The better they use the tools, the higher their DTS, and the more visible they become to matching companies.

Tools improve the AI

Feedback from every tool interaction trains the AI to produce better results. The platform gets smarter every day.

Ready to Try It?

Join the talent pool or post your first job the AI starts matching immediately.

âś“ 100% Free for Talentsâś“ AI-Powered Matchingâś“ No Middlemen
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