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	Stars	Language
1	KonstantinosPetrakis/esco-skill-extractor Extract ESCO skills and ISCO occupations from texts such as job descriptions or CVs	50	Established	24	Python
2	argmaxml/hiring_challenge_2024 Argmax's postgres vector similarity task	41	Emerging	6	Python
3	amiradridi/Job-Resume-Matching The idea is to calculate the similarity between the resume and the job...	39	Emerging	131	Python
4	Y4SSERk/SkillAlign AI-powered career recommendation engine leveraging the ESCO knowledge graph,...	33	Emerging	2	TypeScript
5	Woolball/job-catcher A better job search based on semantic matching	31	Emerging	17	Python
6	ktf425512/resume-ai-selector GPT-4 + embeddings resume screening & matching. Semantic scoring, HR...	30	Emerging	1	Jupyter Notebook
7	Trinhvhao/TalentBridge AI-powered platform that bridges students and employers through intelligent...	24	Experimental	10	JavaScript
8	ladyFaye1998/CM3070-UOL-Final-Automated-Search-Strategy-Generation AI-powered recruitment tool using a fine-tuned T5 transformer to generate...	23	Experimental	2	Python
9	SmoKerYM/AI_Powered_Experience_Matcher A LLM-based Experience Matcher for CV optimisation using RAG architecture....	22	Experimental	1	Python
10	Siddharthsinghkumar/smart-job-scanner-v2 AI-powered job discovery pipeline that scans newspapers daily, extracts job...	22	Experimental	3	Python
11	Shiwam-m/SkillSync-AI Next-Gen Recruitment Intelligence System using LangChain, GPT-4o, and RAG...	22	Experimental	1	Python
12	NissonCX/smart-ats 🤖 An intelligent ATS (Applicant Tracking System) powered by Spring Boot 3,...	22	Experimental	1	Java
13	gauravsinghoffl/TalentScout-AI RAG-based AI hiring assistant using FAISS vector search,...	22	Experimental	—	Python
14	abdullah-cse27/nlp-resume-screening-jobmatch-system AI-powered ATS \| NLP-based Resume Screening \| Job Match System using SBERT &...	21	Experimental	—	Python
15	Saabiq-10/Applicant-Builder AI-powered Chrome extension that recommends student teams, hackathons, and...	21	Experimental	—	Python
16	euba-dev/SISE_JobFinder Analyse NLP du marché de l'emploi Data. Recherche sémantique & Streamlit.	21	Experimental	—	Jupyter Notebook
17	coryking/jobsearch-buddy CLI tool that scrapes 100+ ATS job boards, caches in SQLite, and does...	21	Experimental	—	Python
18	ogulcan-dev/cv-job-matching-rag AI-powered CV & Job Matching backend using FastAPI, PostgreSQL + pgvector,...	21	Experimental	—	Python
19	viochris/streamlit-resume-scanner A dual-mode Resume Analyzer built with Streamlit. Features 'Strict Mode'...	21	Experimental	—	Python
20	anuragparashar26/skillscreen A Resume screening agent that helps recruiters evaluate and rank resumes...	21	Experimental	—	JavaScript
21	Umoru98/ai-career-intelligence-engine Full-stack, API-first AI career intelligence engine that parses resumes,...	21	Experimental	—	Python
22	armaanmanojkumar/Resume-and-Job-Description-Matching-Assistant AI-powered resume and job description matching assistant with PDF upload,...	21	Experimental	—	Python
23	deeeelin/Catsera An AI course recommendation system project implemented in 2024 TSMC IT...	19	Experimental	3	JavaScript
24	webcodelabb/AI-Resume-Ranker-API Semantic API that ranks PDF resumes against job descriptions using Sentence...	18	Experimental	1	Python
25	varlottaang/matching_streamlit This Streamlit application facilitates the matching of mentors and mentees...	17	Experimental	1	Python
26	nikunj-indoriya/academic-intelligence-module AI-powered academic intelligence system for aligning professors and students...	17	Experimental	—	Python
27	Codewithnavy/SHL-Recommendation-engine An intelligent recommendation system that helps hiring managers and...	17	Experimental	—	Python
28	AniketBansod/AI-Project AI-powered classroom platform that automates plagiarism detection and...	17	Experimental	—	HTML
29	Sachin23991/careerflow-pipeline It is for news scraping hourly for career related to train our model on...	17	Experimental	2	Python
30	nitoni-jim/ai-tutor-app Intelligent tutoring system using ML/NLP for WAEC/NECO/JAMB.	17	Experimental	—	Jupyter Notebook
31	rshdgvn/TechFit AI–powered resume analyzer that extracts candidate skills, tools, and...	16	Experimental	2	TypeScript
32	Gabriel2002Can/potential-talents A machine learning project focused on ranking candidates based on relevance...	15	Experimental	1	Jupyter Notebook
33	Saptarshi-Giri/interview-ai AI-powered adaptive technical interview system that parses your resume,...	14	Experimental	—	TypeScript
34	Marius23a/AI_Smart_Recommendations FYP - Birmingham City University	14	Experimental	—	TypeScript
35	jpripamonti/euraxess-improved-search A local search engine for EURAXESS academic job postings — hybrid keyword +...	14	Experimental	—	Python
36	patymunoz/conversation_intelligence_analyst Análisis de recursos de revisión en la Ciudad de México mediante limpieza de...	14	Experimental	—	Jupyter Notebook
37	Rakshars/TechNova_Rhapsody AI-powered resume analysis and job matching system that evaluates candidate...	14	Experimental	—	Python
38	Aqib137/Resume_Analyzer End-to-end AI system for resume analysis and job matching using NLP,...	14	Experimental	—	Python
39	shitallokhande/ai-resume-screening AI resume screening system using NLP embeddings and cosine similarity to...	14	Experimental	—	Python
40	harmandeep2993/JobFitAI-public This is the public showcase for JobFitAI. The full source code lives in a...	14	Experimental	—	HTML
41	JAGAT-JYOTI-BISWAL/JAGAT-JYOTI-BISWAL Applied AI engineer in training \| Backend–AI integration \| Node.js \| FastAPI...	14	Experimental	—	—
42	wd041216-bit/find-my-professor 💘 Swipe right on your next research advisor. ProfMatch matches students with...	14	Experimental	1	TypeScript
43	mugunthank7/MatchMyJD LLM-powered resume ↔ job description matcher using evidence-aware scoring,...	14	Experimental	4	Python
44	Aqib137/Job_Matcher AI-powered job matching system using NLP, semantic similarity, and FastAPI	14	Experimental	—	Python
45	nushcodesaway/Hybrid-Resume-Analyser Hybrid Resume Analyzer using TF-IDF, Semantic Matching (BERT), ML...	14	Experimental	—	Python
46	Santhu-017/SkillSync 🚀 AI-powered recruitment intelligence platform that uses the Gemini API and...	13	Experimental	—	JavaScript
47	Jainil5/teamsync AI-powered team communication app with AI Features like AI File Search...	13	Experimental	—	Python
48	TJ-Neary/ResumePRO AI-driven career search ecosystem: two-phase strategic positioning, semantic...	13	Experimental	—	—
49	kadak25/cv-match-api AI-powered platform that matches CVs with job descriptions, calculates...	13	Experimental	—	Java
50	Deepakkasyapa11/TalentInsight--AIDrivenATS AI-Powered Talent Acquisition Suite	13	Experimental	—	Python
51	pradeepverms/Ai-Resume-Ranking-Engine AI-powered resume ranking system using semantic similarity, NLP embeddings,...	13	Experimental	—	Python
52	Sahithi987654/resume_skill_gap_analyzer "A hybrid AI-powered ATS optimizer using SBERT semantic embeddings and...	13	Experimental	—	C
53	aimanrazadev/context-based-ai-resume-analyzer-hr-full-stack-software A smart hiring platform that matches candidates to jobs using context-based...	13	Experimental	—	Python
54	VikramMengani/shl-genai-assessment-recommender Hybrid RAG-based SHL Assessment Recommendation Engine using FAISS, Sentence...	13	Experimental	—	Python
55	vvXranjan/smart-ats-resume-matcher An explainable AI–powered Applicant Tracking System (ATS) designed to...	13	Experimental	—	Python
56	transponster27/LLM-Resume-Analyzer AI-powered resume analysis and semantic job matching system using LLMs and...	13	Experimental	—	Python
57	Youssef3082004/Jobs_Resume_Ranker An AI-powered desktop application built with Python and Flet that...	13	Experimental	—	Jupyter Notebook
58	iamarifalam/semantic-resume-matcher AI-powered resume matcher with semantic search and TF-IDF scoring built with...	13	Experimental	—	Python
59	QuisTech/talentmatch AI Hiring Tool using React, Flask, OpenAI, and Pinecone. Recruiters input a...	12	Experimental	—	TypeScript
60	100abhishek/Resume_Ranker_AI An AI-powered tool that ranks resumes based on a job description using NLP...	12	Experimental	3	Python
61	shubh2016shiv/thesis-resume-to-job-description-matching Traditional keyword-based job matching overlooks context. My MSc Thesis...	12	Experimental	2	Jupyter Notebook
62	mohsinraza2999/AI-Screener Automated candidate ranking for HR: applies NLP, skill matching, cosine...	12	Experimental	1	Python
63	hemgandhi13/ats_resume_analyzer ATS resume analyzer that parses PDF/DOCX resumes, extracts skills, scores...	12	Experimental	1	Python
64	Kayanja2023/RAG-SILVERTREE-BRANDS-CV-Interview-AI-CHATBOT An AI-powered interview preparation tool that transforms your CV into an...	12	Experimental	1	Python
65	ali-Eskandarian/Resume_Analyzer Welcome to the Resume Analyzer, where we turn the tedious task of hiring...	11	Experimental	—	Python
66	mnenie/ithub-hack Service that includes the use of AI for college students onboarding	11	Experimental	3	Vue
67	SimeonHristov99/ati Ati is a web-based application for predicting which famous classic Bulgarian...	11	Experimental	—	Jupyter Notebook
68	el-rapido/AiJobMatching A web-based system that scrapes job listings using C++, based on a country...	11	Experimental	1	C++
69	RaccoonOnion/job-post-similarity Job Posts Similarity Detection with Text Embedding and Vector Searching	11	Experimental	—	Jupyter Notebook
70	het004/resume_scanner Intelligent AI-powered system that analyzes resumes against job descriptions...	11	Experimental	2	Python
71	joybratasarkar/AI-Driven-Developer-Search AI-Powered Developer Search helps find top developers by skills, experience,...	10	Experimental	2	Python
72	SaharZargarzadeh/llm-profile-matcher AI-powered profile matching agent using structured Excel data and...	10	Experimental	1	Python