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. 1 score above 50 (established tier). The highest-rated is lucasxlu/LagouJob at 51/100 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 |
|
Established |
| 2 |
Heidarysafa/data-science-jobs-app
a project for analyzing of data science job market in the US |
|
Emerging |
| 3 |
HireCoffee/Jobtimize
Collect and standardize data for all types of advertisements on job posting... |
|
Emerging |
| 4 |
m3redithw/Linked-inSight
Linkedin data science job postings analysis using natural language... |
|
Emerging |
| 5 |
RoryQo/Public-Sector-Data-Demand_Research-Framework-For-Market-Analysis-And-Classification
Flexible framework for identifying third-party data demand in public sector... |
|
Emerging |
| 6 |
Nicoleshen09/Job-Intelligence-Lab-Demo
An NLP-powered job market intelligence app that clusters LinkedIn job... |
|
Experimental |
| 7 |
brunorosilva/linkedin-job-classifier
Using web scraping, NLP and Neural Networks on Linkedin data to build an AI... |
|
Experimental |
| 8 |
mizzle-toe/find-your-dream-job
Scraping, processing and analyzing job offers to help job seekers on their... |
|
Experimental |
| 9 |
sfox1975/Tagging-Raw-Job-Descriptions-NLP
Using natural language processing (NLP) to tag raw job descriptions |
|
Experimental |
| 10 |
rgdavies92/salaries-in-data
💷 💵 💶 A ML project containing web scraping, NLP and some classification... |
|
Experimental |
| 11 |
PinaxX/Linkedin-Scraper
Scrape posts from Linkedin with user-defined tags. |
|
Experimental |
| 12 |
evelinesurbakti/Automated-Keywords-Extraction-of-Data-Analyst-Job-Descriptions-from-Indeed-using-NLP
Scraped job description and leveraged the concepts of Natural Language... |
|
Experimental |
| 13 |
stephentino/cluster_occupations
Define labor markets using methods from Natural Language Processing (NLP) to... |
|
Experimental |
| 14 |
tek-cub/nlp-job-postings
Natural language processing of job postings in order to gain insight into... |
|
Experimental |
| 15 |
jovi-s/linkedin-job-keywords
Extracting keywords from job descriptions from a LinkedIn URL |
|
Experimental |
| 16 |
theaifutureguy/Jobsite-Scraper-and-Analyzer
A comprehensive web scraping and data analysis platform that extracts job... |
|
Experimental |
| 17 |
asai2019/job-description-nlp
Analysis of Data Scientist Job Descriptions using Natural Language Processing |
|
Experimental |
| 18 |
amrikmalhans/linkedin-jobs-pipeline
A data pipeline to collect LinkedIn's job posting data for analysis and... |
|
Experimental |
| 19 |
abhishek-kathuria/Email-Clustering
Detection of Corporate Fraud using k-means and hierarchical clustering... |
|
Experimental |
| 20 |
ARKEnsae/JobDomainPrediction_NLP
Using different NLP models we predicted jobs' domains using job descriptions... |
|
Experimental |