Spot fake jobs
before they
spot you.
Paste any job description and our machine learning model will instantly analyze it for red flags, suspicious patterns, and scam indicators. Free, fast, and private.
How it works
Three simple steps to protect yourself from job scams
Paste the job post
Copy the full job description from any website, email, or social media and paste it into the analyzer.
ML analysis
Our trained model examines language patterns, urgency signals, salary claims, and structural features to detect fraud indicators.
Get your result
Receive a clear verdict with a confidence score and a breakdown of the signals detected in the posting.
About FJPD
FJPD was created to protect job seekers from the growing problem of fraudulent job postings. Scammers exploit people during vulnerable moments in their careers. We built a fast, free tool to fight back using machine learning.
Our detection model is trained on real-world datasets of legitimate and fraudulent job postings. Every analysis is processed through a backend ML model and stored to support ongoing system improvement.
Our mission
We believe every job seeker deserves a safe, scam-free experience. FJPD is free and always will be. No account needed, no data sold, no ads.
Submit feedback
Help us improve by reporting inaccurate results or sharing your experience. Your message is sent to the admin team for review.
Analyze a job posting
Paste text or upload a .txt file. Our ML model will scan it for fraud signals and return a clear result.
Upload a .txt file or drag and drop here
Only .txt files are supported
Tip: the more complete the text, the more accurate the result.
Admin login
Access the admin dashboard
Admin access only
Overview
Detection statistics from the backend
Records by result
Distribution of all stored analyses
Fake vs Real
From stored records
All records
Manage stored job posting analyses
| ID | Preview | Result | Confidence | Date | Actions |
|---|
Feedback inbox
Messages submitted by users via the feedback form
Statistics
Live summary from backend
System status
Detection breakdown
Settings
Dashboard and appearance controls
Appearance
Toggle between light and dark mode across the full interface.
Records
Refresh records from the backend. Individual records can be deleted from the Records table.