Job Market Analytics NLP Tools
Tools for analyzing job postings and labor market data using NLP techniques to extract insights about skills, salaries, roles, and employment trends. Does NOT include general job matching/resume screening systems or individual job classification models without market-level analysis.
There are 20 job market analytics tools tracked. The highest-rated is lucasxlu/LagouJob at 44/100 with 263 stars.
Get all 20 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=job-market-analytics&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
lucasxlu/LagouJob
Data Analysis & Mining for lagou.com |
|
Emerging |
| 2 |
HireCoffee/Jobtimize
Collect and standardize data for all types of advertisements on job posting... |
|
Experimental |
| 3 |
Heidarysafa/data-science-jobs-app
a project for analyzing of data science job market in the US |
|
Experimental |
| 4 |
m3redithw/Linked-inSight
Linkedin data science job postings analysis using natural language... |
|
Experimental |
| 5 |
Nicoleshen09/Job-Intelligence-Lab-Demo
An NLP-powered job market intelligence app that clusters LinkedIn job... |
|
Experimental |
| 6 |
RoryQo/Public-Sector-Data-Demand_Research-Framework-For-Market-Analysis-And-Classification
Flexible framework for identifying third-party data demand in public sector... |
|
Experimental |
| 7 |
theHoodguy4587/Job-Market-Analysis
This project analyzes the remote job market by web scraping real-world job... |
|
Experimental |
| 8 |
brunorosilva/linkedin-job-classifier
Using web scraping, NLP and Neural Networks on Linkedin data to build an AI... |
|
Experimental |
| 9 |
mizzle-toe/find-your-dream-job
Scraping, processing and analyzing job offers to help job seekers on their... |
|
Experimental |
| 10 |
sfox1975/Tagging-Raw-Job-Descriptions-NLP
Using natural language processing (NLP) to tag raw job descriptions |
|
Experimental |
| 11 |
gwenzim01/Data-Analyst-Jobs
📊 Discover curated data analyst job opportunities for 2025, updated daily to... |
|
Experimental |
| 12 |
rgdavies92/salaries-in-data
💷 💵 💶 A ML project containing web scraping, NLP and some classification... |
|
Experimental |
| 13 |
PinaxX/Linkedin-Scraper
Scrape posts from Linkedin with user-defined tags. |
|
Experimental |
| 14 |
evelinesurbakti/Automated-Keywords-Extraction-of-Data-Analyst-Job-Descriptions-from-Indeed-using-NLP
Scraped job description and leveraged the concepts of Natural Language... |
|
Experimental |
| 15 |
stephentino/cluster_occupations
Define labor markets using methods from Natural Language Processing (NLP) to... |
|
Experimental |
| 16 |
emrepel03/Bulgaria-job-market-dashboard
An interactive dashboard analyzing tech job trends in Bulgaria (Sofia,... |
|
Experimental |
| 17 |
jovi-s/linkedin-job-keywords
Extracting keywords from job descriptions from a LinkedIn URL |
|
Experimental |
| 18 |
tek-cub/nlp-job-postings
Natural language processing of job postings in order to gain insight into... |
|
Experimental |
| 19 |
Akanksha131313/EMPLOYABILITY-PLACEMENT_PREDICTION--RISK_MODEL
End-to-end Machine Learning risk model to predict student employability... |
|
Experimental |
| 20 |
medamine1920/ml-job-seniority-classifier
Predict job seniority (entry vs mid) from job descriptions using TF-IDF +... |
|
Experimental |