Advanced unsupervised NLP system that automatically classifies job descriptions using Sentence-BERT and HDBSCAN clustering. Perfect for recruitment agencies, HR departments, and talent management platforms.
Paste a job description below and get an instant prediction of the most suitable role with confidence score.
Analyzing job description with AI...
Confidence score represents the similarity between the input and the predicted role cluster.
The AI analyzes your job description through an advanced NLP pipeline:
For best results, provide detailed job descriptions with specific skills, responsibilities, and qualifications.
Upload or paste multiple job descriptions (one per line) to classify them all at once. Ideal for processing job boards or candidate databases.
Processing multiple job descriptions with AI...
Our unsupervised ML pipeline processes job descriptions without pre-labeled training data.
Job description text is cleaned and prepared for analysis
Sentence-BERT converts text into 768-dimensional vectors
HDBSCAN identifies natural role clusters in the embedding space
Cosine similarity finds the closest matching role cluster
Role is predicted with a confidence score based on distance
Built with cutting-edge technologies for robust, scalable job role classification.
Get in touch for inquiries, collaborations, or technical support.