How MiggroX Works

From a single WhatsApp message to a successful hire — here's the complete journey.

No app, no account, no password. Just send JOB, WORK, HIRING, CAREER, or MIGGROX to start.

MiggroX asks simple questions — city, work permit, experience, preferences — progressively, never overwhelming.

Share a PDF, DOCX, image, LinkedIn URL, or portfolio. Our AI Resume Engine extracts skills, experience, and certifications.

AI creates your structured Employment DNA — a comprehensive profile capturing who you are as a candidate.

Semantic matching scores you against jobs using a weighted model: Skills 30%, Experience 20%, Location 15%, and more.

Only matches above 85% are delivered — max 3-5 per day. Each includes match score and reasons why it fits.

When a recruiter selects you, MiggroX sends the interview invite with date, time, and location via WhatsApp.

From interview to offer to hire — outcomes feed back into the AI to improve your future matches.

Matching Engine

How we score matches.

Every candidate-job pair is scored on a weighted model — only matches above 85% are delivered.

Skills Match

30%

Experience Match

20%

Location Match

15%

Work Authorization

10%

Salary Alignment

10%

Shift Alignment

Transportation

Behavioral Signals

Uses embeddings to understand meaning — "Warehouse Associate" matches "Order Picker" without exact keywords.

Tracks jobs viewed, applied, interviews attended, and offers received to improve recommendations.

Interview success, hiring success, retention, and recruiter satisfaction feed back into matching.