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 73 resume job matching tools tracked. The highest-rated is KonstantinosPetrakis/esco-skill-extractor at 48/100 with 24 stars and 154 monthly downloads.

Get all 73 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	48	Emerging	24	Python
2	VincenzoImp/job-search-tool Automated job search and analysis tool powered by JobSpy. Features...	37	Emerging	4	Python
3	argmaxml/hiring_challenge_2024 Argmax's postgres vector similarity task	34	Emerging	6	Python
4	amiradridi/Job-Resume-Matching The idea is to calculate the similarity between the resume and the job...	32	Emerging	131	Python
5	Y4SSERk/SkillAlign AI-powered career recommendation engine leveraging the ESCO knowledge graph,...	29	Experimental	2	TypeScript
6	ktf425512/resume-ai-selector GPT-4 + embeddings resume screening & matching. Semantic scoring, HR...	24	Experimental	1	Jupyter Notebook
7	Woolball/job-catcher A better job search based on semantic matching	24	Experimental	17	Python
8	SmoKerYM/AI_Powered_Experience_Matcher A LLM-based Experience Matcher for CV optimisation using RAG architecture....	23	Experimental	1	Python
9	coryking/jobsearch-buddy CLI tool that scrapes 100+ ATS job boards, caches in SQLite, and does...	22	Experimental	—	Python
10	gauravsinghoffl/TalentScout-AI RAG-based AI hiring assistant using FAISS vector search,...	22	Experimental	—	Python
11	armaanmanojkumar/Resume-and-Job-Description-Matching-Assistant AI-powered resume and job description matching assistant with PDF upload,...	22	Experimental	—	Python
12	ogulcan-dev/cv-job-matching-rag AI-powered CV & Job Matching backend using FastAPI, PostgreSQL + pgvector,...	22	Experimental	—	Python
13	jgurakuqi/ai-screening-agent AI-powered hiring assistant for a fictional restaurant chain. This bilingual...	22	Experimental	—	Python
14	rahulapjs/ResumeAIQ ResumeAIQ is a full-stack AI resume analysis platform that uses FastAPI and...	21	Experimental	2	TypeScript
15	Shiwam-m/SkillSync-AI Next-Gen Recruitment Intelligence System using LangChain, GPT-4o, and RAG...	20	Experimental	1	Python
16	Trinhvhao/TalentBridge AI-powered platform that bridges students and employers through intelligent...	20	Experimental	10	JavaScript
17	NissonCX/smart-ats 🤖 An intelligent ATS (Applicant Tracking System) powered by Spring Boot 3,...	20	Experimental	1	Java
18	Umoru98/ai-career-intelligence-engine Full-stack, API-first AI career intelligence engine that parses resumes,...	19	Experimental	—	Python
19	Saabiq-10/Applicant-Builder AI-powered Chrome extension that recommends student teams, hackathons, and...	19	Experimental	—	Python
20	euba-dev/SISE_JobFinder Analyse NLP du marché de l'emploi Data. Recherche sémantique & Streamlit.	19	Experimental	—	Jupyter Notebook
21	abdullah-cse27/nlp-resume-screening-jobmatch-system AI-powered ATS \| NLP-based Resume Screening \| Job Match System using SBERT &...	19	Experimental	—	Python
22	viochris/streamlit-resume-scanner A dual-mode Resume Analyzer built with Streamlit. Features 'Strict Mode'...	19	Experimental	—	Python
23	d-subrahmanyam/spring-boot-ai-resume-analyzer Resume Analyzer is an AI-powered application that analyzes resumes, extracts...	19	Experimental	—	Java
24	anuragparashar26/skillscreen A Resume screening agent that helps recruiters evaluate and rank resumes...	19	Experimental	—	JavaScript
25	Siddharthsinghkumar/smart-job-scanner-v2 AI-powered job discovery pipeline that scans newspapers daily, extracts job...	18	Experimental	3	Python
26	rshdgvn/TechFit AI–powered resume analyzer that extracts candidate skills, tools, and...	16	Experimental	2	TypeScript
27	ladyFaye1998/CM3070-UOL-Final-Automated-Search-Strategy-Generation AI-powered recruitment tool using a fine-tuned T5 transformer to generate...	16	Experimental	2	Python
28	Gabriel2002Can/potential-talents A machine learning project focused on ranking candidates based on relevance...	15	Experimental	1	Jupyter Notebook
29	nitoni-jim/ai-tutor-app Intelligent tutoring system using ML/NLP for WAEC/NECO/JAMB.	15	Experimental	—	Jupyter Notebook
30	AniketBansod/AI-Project AI-powered classroom platform that automates plagiarism detection and...	15	Experimental	—	HTML
31	Yeshwanth-kr/ai-ats-engine High-performance ATS Analysis Engine utilizing Gemini 2.0 Flash for semantic...	15	Experimental	—	JavaScript
32	saniyaacharya04/ai-job-dashboard AI-powered job search platform with semantic search (FAISS), resume parsing,...	15	Experimental	—	Python
33	wd041216-bit/find-my-professor 💘 Swipe right on your next research advisor. ProfMatch matches students with...	15	Experimental	1	TypeScript
34	NightKing-V/AI-Recruitment-Platform AI Recruitment Platform \| RAG \|	15	Experimental	—	Python
35	nikunj-indoriya/academic-intelligence-module AI-powered academic intelligence system for aligning professors and students...	15	Experimental	—	Python
36	Codewithnavy/SHL-Recommendation-engine An intelligent recommendation system that helps hiring managers and...	15	Experimental	—	Python
37	Saptarshi-Giri/interview-ai AI-powered adaptive technical interview system that parses your resume,...	14	Experimental	—	TypeScript
38	Marius23a/AI_Smart_Recommendations FYP - Birmingham City University	14	Experimental	—	TypeScript
39	jpripamonti/euraxess-improved-search A local search engine for EURAXESS academic job postings — hybrid keyword +...	14	Experimental	—	Python
40	patymunoz/conversation_intelligence_analyst Análisis de recursos de revisión en la Ciudad de México mediante limpieza de...	14	Experimental	—	Jupyter Notebook
41	sfturio/ragflowengine Semantic resume-job matching engine for AI Career Suite with deterministic...	14	Experimental	—	JavaScript
42	Rakshars/TechNova_Rhapsody AI-powered resume analysis and job matching system that evaluates candidate...	14	Experimental	—	Python
43	Aqib137/Resume_Analyzer End-to-end AI system for resume analysis and job matching using NLP,...	14	Experimental	—	Python
44	harmandeep2993/JobFitAI-public This is the public showcase for JobFitAI. The full source code lives in a...	14	Experimental	—	HTML
45	nushcodesaway/Hybrid-Resume-Analyser Hybrid Resume Analyzer using TF-IDF, Semantic Matching (BERT), ML...	14	Experimental	—	Python
46	Aqib137/Job_Matcher AI-powered job matching system using NLP, semantic similarity, and FastAPI	14	Experimental	—	Python
47	JAGAT-JYOTI-BISWAL/JAGAT-JYOTI-BISWAL Applied AI engineer in training \| Backend–AI integration \| Node.js \| FastAPI...	14	Experimental	—	—
48	shitallokhande/ai-resume-screening AI resume screening system using NLP embeddings and cosine similarity to...	14	Experimental	—	Python
49	KuchikiRenji/portfolio AI Engineer & Full‑Stack Developer building production LLMs, computer vision...	13	Experimental	2	TypeScript
50	Sachin23991/careerflow-pipeline It is for news scraping hourly for career related to train our model on...	13	Experimental	2	Python
51	codehass/HR-Pulse HR Pulse Backend is an HR analytics and skill extraction platform designed...	12	Experimental	1	Jupyter Notebook
52	webcodelabb/AI-Resume-Ranker-API Semantic API that ranks PDF resumes against job descriptions using Sentence...	12	Experimental	1	Python
53	mitchellrust/volleytransfers.ai AI recruiting tool for collegiate coaches to get insights into players that...	12	Experimental	1	TypeScript
54	deeeelin/Catsera An AI course recommendation system project implemented in 2024 TSMC IT...	12	Experimental	3	JavaScript
55	TJ-Neary/ResumePRO AI-driven career search ecosystem: two-phase strategic positioning, semantic...	11	Experimental	—	—
56	Santhu-017/SkillSync 🚀 AI-powered recruitment intelligence platform that uses the Gemini API and...	11	Experimental	—	JavaScript
57	vvXranjan/smart-ats-resume-matcher An explainable AI–powered Applicant Tracking System (ATS) designed to...	11	Experimental	—	Python
58	transponster27/LLM-Resume-Analyzer AI-powered resume analysis and semantic job matching system using LLMs and...	11	Experimental	—	Python
59	Sahithi987654/resume_skill_gap_analyzer "A hybrid AI-powered ATS optimizer using SBERT semantic embeddings and...	11	Experimental	—	C
60	Jainil5/teamsync AI-powered team communication app with AI Features like AI File Search...	11	Experimental	—	Python
61	amitpdev/jobs-ai-search AI-powered job search platform with real-time preference filtering.	11	Experimental	—	Python
62	VikramMengani/shl-genai-assessment-recommender Hybrid RAG-based SHL Assessment Recommendation Engine using FAISS, Sentence...	11	Experimental	—	Python
63	aimanrazadev/context-based-ai-resume-analyzer-hr-full-stack-software A smart hiring platform that matches candidates to jobs using context-based...	11	Experimental	—	Python
64	Abdelrahman-Elshahed/Hiring_System_Using_RAG AI-powered hiring system that leverages RAG technology to match candidates...	11	Experimental	—	Python
65	iamarifalam/semantic-resume-matcher AI-powered resume matcher with semantic search and TF-IDF scoring built with...	11	Experimental	—	Python
66	pradeepverms/Ai-Resume-Ranking-Engine AI-powered resume ranking system using semantic similarity, NLP embeddings,...	11	Experimental	—	Python
67	Deepakkasyapa11/TalentInsight--AIDrivenATS AI-Powered Talent Acquisition Suite	11	Experimental	—	Python
68	scabbiaza/interview-ally AI-powered interview assistant for candidates	11	Experimental	—	HTML
69	kadak25/cv-match-api AI-powered platform that matches CVs with job descriptions, calculates...	11	Experimental	—	Java
70	Youssef3082004/Jobs_Resume_Ranker An AI-powered desktop application built with Python and Flet that...	11	Experimental	—	Jupyter Notebook
71	varlottaang/matching_streamlit This Streamlit application facilitates the matching of mentors and mentees...	10	Experimental	1	Python
72	QuisTech/talentmatch AI Hiring Tool using React, Flask, OpenAI, and Pinecone. Recruiters input a...	10	Experimental	—	TypeScript
73	mugunthank7/MatchMyJD LLM-powered resume ↔ job description matcher using evidence-aware scoring,...	10	Experimental	4	Python