Resume Job Matching Embedding Tools
Tools for matching resumes/CVs with job descriptions using embeddings and semantic similarity to rank candidates, generate compatibility scores, and provide hiring insights. Does NOT include general resume parsing, ATS workflow automation, or job search discovery without explicit resume-job matching.
There are 72 resume job matching tools tracked. 1 score above 50 (established tier). The highest-rated is KonstantinosPetrakis/esco-skill-extractor at 50/100 with 24 stars.
Get all 72 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=resume-job-matching&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
KonstantinosPetrakis/esco-skill-extractor
Extract ESCO skills and ISCO occupations from texts such as job descriptions or CVs |
|
Established |
| 2 |
argmaxml/hiring_challenge_2024
Argmax's postgres vector similarity task |
|
Emerging |
| 3 |
amiradridi/Job-Resume-Matching
The idea is to calculate the similarity between the resume and the job... |
|
Emerging |
| 4 |
Y4SSERk/SkillAlign
AI-powered career recommendation engine leveraging the ESCO knowledge graph,... |
|
Emerging |
| 5 |
Woolball/job-catcher
A better job search based on semantic matching |
|
Emerging |
| 6 |
ktf425512/resume-ai-selector
GPT-4 + embeddings resume screening & matching. Semantic scoring, HR... |
|
Emerging |
| 7 |
Trinhvhao/TalentBridge
AI-powered platform that bridges students and employers through intelligent... |
|
Experimental |
| 8 |
ladyFaye1998/CM3070-UOL-Final-Automated-Search-Strategy-Generation
AI-powered recruitment tool using a fine-tuned T5 transformer to generate... |
|
Experimental |
| 9 |
SmoKerYM/AI_Powered_Experience_Matcher
A LLM-based Experience Matcher for CV optimisation using RAG architecture.... |
|
Experimental |
| 10 |
Siddharthsinghkumar/smart-job-scanner-v2
AI-powered job discovery pipeline that scans newspapers daily, extracts job... |
|
Experimental |
| 11 |
Shiwam-m/SkillSync-AI
Next-Gen Recruitment Intelligence System using LangChain, GPT-4o, and RAG... |
|
Experimental |
| 12 |
NissonCX/smart-ats
🤖 An intelligent ATS (Applicant Tracking System) powered by Spring Boot 3,... |
|
Experimental |
| 13 |
gauravsinghoffl/TalentScout-AI
RAG-based AI hiring assistant using FAISS vector search,... |
|
Experimental |
| 14 |
abdullah-cse27/nlp-resume-screening-jobmatch-system
AI-powered ATS | NLP-based Resume Screening | Job Match System using SBERT &... |
|
Experimental |
| 15 |
Saabiq-10/Applicant-Builder
AI-powered Chrome extension that recommends student teams, hackathons, and... |
|
Experimental |
| 16 |
euba-dev/SISE_JobFinder
Analyse NLP du marché de l'emploi Data. Recherche sémantique & Streamlit. |
|
Experimental |
| 17 |
coryking/jobsearch-buddy
CLI tool that scrapes 100+ ATS job boards, caches in SQLite, and does... |
|
Experimental |
| 18 |
ogulcan-dev/cv-job-matching-rag
AI-powered CV & Job Matching backend using FastAPI, PostgreSQL + pgvector,... |
|
Experimental |
| 19 |
viochris/streamlit-resume-scanner
A dual-mode Resume Analyzer built with Streamlit. Features 'Strict Mode'... |
|
Experimental |
| 20 |
anuragparashar26/skillscreen
A Resume screening agent that helps recruiters evaluate and rank resumes... |
|
Experimental |
| 21 |
Umoru98/ai-career-intelligence-engine
Full-stack, API-first AI career intelligence engine that parses resumes,... |
|
Experimental |
| 22 |
armaanmanojkumar/Resume-and-Job-Description-Matching-Assistant
AI-powered resume and job description matching assistant with PDF upload,... |
|
Experimental |
| 23 |
deeeelin/Catsera
An AI course recommendation system project implemented in 2024 TSMC IT... |
|
Experimental |
| 24 |
webcodelabb/AI-Resume-Ranker-API
Semantic API that ranks PDF resumes against job descriptions using Sentence... |
|
Experimental |
| 25 |
varlottaang/matching_streamlit
This Streamlit application facilitates the matching of mentors and mentees... |
|
Experimental |
| 26 |
nikunj-indoriya/academic-intelligence-module
AI-powered academic intelligence system for aligning professors and students... |
|
Experimental |
| 27 |
Codewithnavy/SHL-Recommendation-engine
An intelligent recommendation system that helps hiring managers and... |
|
Experimental |
| 28 |
AniketBansod/AI-Project
AI-powered classroom platform that automates plagiarism detection and... |
|
Experimental |
| 29 |
Sachin23991/careerflow-pipeline
It is for news scraping hourly for career related to train our model on... |
|
Experimental |
| 30 |
nitoni-jim/ai-tutor-app
Intelligent tutoring system using ML/NLP for WAEC/NECO/JAMB. |
|
Experimental |
| 31 |
rshdgvn/TechFit
AI–powered resume analyzer that extracts candidate skills, tools, and... |
|
Experimental |
| 32 |
Gabriel2002Can/potential-talents
A machine learning project focused on ranking candidates based on relevance... |
|
Experimental |
| 33 |
Saptarshi-Giri/interview-ai
AI-powered adaptive technical interview system that parses your resume,... |
|
Experimental |
| 34 |
Marius23a/AI_Smart_Recommendations
FYP - Birmingham City University |
|
Experimental |
| 35 |
jpripamonti/euraxess-improved-search
A local search engine for EURAXESS academic job postings — hybrid keyword +... |
|
Experimental |
| 36 |
patymunoz/conversation_intelligence_analyst
Análisis de recursos de revisión en la Ciudad de México mediante limpieza de... |
|
Experimental |
| 37 |
Rakshars/TechNova_Rhapsody
AI-powered resume analysis and job matching system that evaluates candidate... |
|
Experimental |
| 38 |
Aqib137/Resume_Analyzer
End-to-end AI system for resume analysis and job matching using NLP,... |
|
Experimental |
| 39 |
shitallokhande/ai-resume-screening
AI resume screening system using NLP embeddings and cosine similarity to... |
|
Experimental |
| 40 |
harmandeep2993/JobFitAI-public
This is the public showcase for JobFitAI. The full source code lives in a... |
|
Experimental |
| 41 |
JAGAT-JYOTI-BISWAL/JAGAT-JYOTI-BISWAL
Applied AI engineer in training | Backend–AI integration | Node.js | FastAPI... |
|
Experimental |
| 42 |
wd041216-bit/find-my-professor
💘 Swipe right on your next research advisor. ProfMatch matches students with... |
|
Experimental |
| 43 |
mugunthank7/MatchMyJD
LLM-powered resume ↔ job description matcher using evidence-aware scoring,... |
|
Experimental |
| 44 |
Aqib137/Job_Matcher
AI-powered job matching system using NLP, semantic similarity, and FastAPI |
|
Experimental |
| 45 |
nushcodesaway/Hybrid-Resume-Analyser
Hybrid Resume Analyzer using TF-IDF, Semantic Matching (BERT), ML... |
|
Experimental |
| 46 |
Santhu-017/SkillSync
🚀 AI-powered recruitment intelligence platform that uses the Gemini API and... |
|
Experimental |
| 47 |
Jainil5/teamsync
AI-powered team communication app with AI Features like AI File Search... |
|
Experimental |
| 48 |
TJ-Neary/ResumePRO
AI-driven career search ecosystem: two-phase strategic positioning, semantic... |
|
Experimental |
| 49 |
kadak25/cv-match-api
AI-powered platform that matches CVs with job descriptions, calculates... |
|
Experimental |
| 50 |
Deepakkasyapa11/TalentInsight--AIDrivenATS
AI-Powered Talent Acquisition Suite |
|
Experimental |
| 51 |
pradeepverms/Ai-Resume-Ranking-Engine
AI-powered resume ranking system using semantic similarity, NLP embeddings,... |
|
Experimental |
| 52 |
Sahithi987654/resume_skill_gap_analyzer
"A hybrid AI-powered ATS optimizer using SBERT semantic embeddings and... |
|
Experimental |
| 53 |
aimanrazadev/context-based-ai-resume-analyzer-hr-full-stack-software
A smart hiring platform that matches candidates to jobs using context-based... |
|
Experimental |
| 54 |
VikramMengani/shl-genai-assessment-recommender
Hybrid RAG-based SHL Assessment Recommendation Engine using FAISS, Sentence... |
|
Experimental |
| 55 |
vvXranjan/smart-ats-resume-matcher
An explainable AI–powered Applicant Tracking System (ATS) designed to... |
|
Experimental |
| 56 |
transponster27/LLM-Resume-Analyzer
AI-powered resume analysis and semantic job matching system using LLMs and... |
|
Experimental |
| 57 |
Youssef3082004/Jobs_Resume_Ranker
An AI-powered desktop application built with Python and Flet that... |
|
Experimental |
| 58 |
iamarifalam/semantic-resume-matcher
AI-powered resume matcher with semantic search and TF-IDF scoring built with... |
|
Experimental |
| 59 |
QuisTech/talentmatch
AI Hiring Tool using React, Flask, OpenAI, and Pinecone. Recruiters input a... |
|
Experimental |
| 60 |
100abhishek/Resume_Ranker_AI
An AI-powered tool that ranks resumes based on a job description using NLP... |
|
Experimental |
| 61 |
shubh2016shiv/thesis-resume-to-job-description-matching
Traditional keyword-based job matching overlooks context. My MSc Thesis... |
|
Experimental |
| 62 |
mohsinraza2999/AI-Screener
Automated candidate ranking for HR: applies NLP, skill matching, cosine... |
|
Experimental |
| 63 |
hemgandhi13/ats_resume_analyzer
ATS resume analyzer that parses PDF/DOCX resumes, extracts skills, scores... |
|
Experimental |
| 64 |
Kayanja2023/RAG-SILVERTREE-BRANDS-CV-Interview-AI-CHATBOT
An AI-powered interview preparation tool that transforms your CV into an... |
|
Experimental |
| 65 |
ali-Eskandarian/Resume_Analyzer
Welcome to the Resume Analyzer, where we turn the tedious task of hiring... |
|
Experimental |
| 66 |
mnenie/ithub-hack
Service that includes the use of AI for college students onboarding |
|
Experimental |
| 67 |
SimeonHristov99/ati
Ati is a web-based application for predicting which famous classic Bulgarian... |
|
Experimental |
| 68 |
el-rapido/AiJobMatching
A web-based system that scrapes job listings using C++, based on a country... |
|
Experimental |
| 69 |
RaccoonOnion/job-post-similarity
Job Posts Similarity Detection with Text Embedding and Vector Searching |
|
Experimental |
| 70 |
het004/resume_scanner
Intelligent AI-powered system that analyzes resumes against job descriptions... |
|
Experimental |
| 71 |
joybratasarkar/AI-Driven-Developer-Search
AI-Powered Developer Search helps find top developers by skills, experience,... |
|
Experimental |
| 72 |
SaharZargarzadeh/llm-profile-matcher
AI-powered profile matching agent using structured Excel data and... |
|
Experimental |