instruction stringclasses 2
values | input stringlengths 557 926 | output stringlengths 433 836 |
|---|---|---|
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Backend Go Developer with 5 years of professional experience. Proficient in CI/CD, gRPC, PostgreSQL, Kafka, Kubernetes, Go, Microservices, Redis.
Professional Experience:
- Backend Go Developer at StartupY (5 years 2 months): Implemented CI/CD pipelines reducing deployment time by 80%. Also mentored 3 junior devel... | {
"overall_score": 0.48,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.92,
"matched_skills": [],
"missing_skills": [
"Python",
"Machine Learning",
"Deep Learning",
"SQL",
"NLP"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in Spark, MLflow, Docker, NLP, Python, PyTorch, SQL.
Professional Experience:
- Data Scientist at CloudInc (4 years 2 months): Built recommendation system improving engagement by 35%. Also mentored 3 junior developers and conducted technical interv... | {
"overall_score": 0.51,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.84,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: iOS Developer with 4 years of professional experience. Proficient in Firebase, Core Data, UIKit, App Store Connect, Swift.
Professional Experience:
- iOS Developer at TechCorp (4 years 2 months): Implemented CI/CD pipeline with automated TestFlight distribution. Also mentored 3 junior developers and conducted tech... | {
"overall_score": 0.39,
"skill_match_score": 0.0,
"experience_score": 0.8,
"education_score": 0.74,
"matched_skills": [],
"missing_skills": [
"TypeScript",
"React",
"Node.js",
"Docker",
"PostgreSQL"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. M... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Frontend Developer with 3 years of professional experience. Proficient in Next.js, React, HTML, JavaScript.
Professional Experience:
- Frontend Developer at FinTechLabs (3 years 2 months): Migrated legacy jQuery codebase to React, improving performance by 60%. Also mentored 3 junior developers and conducted techni... | {
"overall_score": 0.24,
"skill_match_score": 0.0,
"experience_score": 0.3,
"education_score": 0.76,
"matched_skills": [],
"missing_skills": [
"Kubernetes",
"Microservices",
"Docker",
"Go",
"PostgreSQL"
],
"analysis": "Poor match. The candidate has 0 of 5 required skills. The role re... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in PyTorch, TensorFlow, Docker, Spark, MLflow.
Professional Experience:
- Data Scientist at CloudInc (4 years 2 months): Developed NLP model for Turkish text classification with 94% accuracy. Also mentored 3 junior developers and conducted technica... | {
"overall_score": 0.37,
"skill_match_score": 0.2,
"experience_score": 0.4,
"education_score": 0.74,
"matched_skills": [
"SQL"
],
"missing_skills": [
"User Research",
"Data Analysis",
"Agile",
"Product Strategy"
],
"analysis": "Partial match. The candidate matches 1 of 5 required s... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in Data Analysis, Product Strategy, Figma, Agile, A/B Testing, User Research, Roadmapping.
Professional Experience:
- Product Manager at CloudInc (6 years 2 months): Launched SaaS product generating $2M ARR in first year. Also mentored 3 junior de... | {
"overall_score": 0.49,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.95,
"matched_skills": [],
"missing_skills": [
"TypeScript",
"JavaScript",
"React",
"Next.js",
"CSS"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Miss... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Frontend Developer with 3 years of professional experience. Proficient in HTML, Webpack, Storybook, TypeScript, CSS, Next.js, React, Jest, Vue.js.
Professional Experience:
- Frontend Developer at DigitalAgency (3 years 2 months): Created component library with 50+ reusable UI components. Also mentored 3 junior dev... | {
"overall_score": 0.33,
"skill_match_score": 0.0,
"experience_score": 0.6,
"education_score": 0.77,
"matched_skills": [],
"missing_skills": [
"UIKit",
"Firebase",
"SwiftUI",
"Core Data",
"Swift"
],
"analysis": "Poor match. The candidate has 0 of 5 required skills. The role requires ... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Frontend Developer with 3 years of professional experience. Proficient in Vue.js, HTML, React, Jest, Next.js, Webpack, CSS, TypeScript, Storybook, JavaScript.
Professional Experience:
- Frontend Developer at BigCo (3 years 2 months): Built responsive web app used by 100K+ daily active users. Also mentored 3 junior... | {
"overall_score": 0.24,
"skill_match_score": 0.0,
"experience_score": 0.3,
"education_score": 0.76,
"matched_skills": [],
"missing_skills": [
"Kubernetes",
"Microservices",
"Docker",
"Go",
"PostgreSQL"
],
"analysis": "Poor match. The candidate has 0 of 5 required skills. The role re... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in Python, Spark, AWS SageMaker, Computer Vision, NLP, PyTorch, TensorFlow, Docker, SQL.
Professional Experience:
- Data Scientist at FinTechLabs (4 years 2 months): Built recommendation system improving engagement by 35%. Also mentored 3 junior de... | {
"overall_score": 0.49,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.75,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in AWS Security, Kubernetes, Zero Trust, SIEM, Docker, OWASP, Cryptography, Python.
Professional Experience:
- Security Engineer at TechCorp (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentored 3 junior... | {
"overall_score": 0.78,
"skill_match_score": 0.6,
"experience_score": 1.0,
"education_score": 0.89,
"matched_skills": [
"Python",
"Kubernetes",
"Docker"
],
"missing_skills": [
"AWS",
"MLflow"
],
"analysis": "Strong match. The candidate has 3 of 5 required skills: Python, Kubernete... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: DevOps Engineer with 6 years of professional experience. Proficient in Grafana, Linux, Kubernetes, CI/CD, Ansible, Docker, Terraform, Python, AWS, Prometheus.
Professional Experience:
- DevOps Engineer at ScaleUp (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junio... | {
"overall_score": 0.46,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.8,
"matched_skills": [],
"missing_skills": [
"UIKit",
"Firebase",
"SwiftUI",
"Core Data",
"Swift"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missin... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in Docker, SQL, Python, Kubernetes, MLflow, PyTorch, TensorFlow, AWS, ONNX.
Professional Experience:
- Machine Learning Engineer at CloudInc (4 years 2 months): Built automated ML pipeline reducing experiment cycle from weeks to hours. A... | {
"overall_score": 0.5,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.78,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docker... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: QA Engineer with 4 years of professional experience. Proficient in Selenium, JMeter, Python, TestNG, Postman.
Professional Experience:
- QA Engineer at BigCo (4 years 2 months): Built automated test suite covering 95% of critical paths. Also mentored 3 junior developers and conducted technical interviews.
- Mid-le... | {
"overall_score": 0.49,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.73,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in JIRA, SQL, Agile, Scrum, A/B Testing, Product Strategy, User Research, Figma, Roadmapping.
Professional Experience:
- Product Manager at CompanyX (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junio... | {
"overall_score": 0.46,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.79,
"matched_skills": [],
"missing_skills": [
"Python",
"Kubernetes",
"Docker",
"MLflow",
"AWS"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missing ... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: DevOps Engineer with 6 years of professional experience. Proficient in Linux, Kubernetes, Python, AWS, Prometheus, Terraform, Docker, Grafana, CI/CD, Ansible.
Professional Experience:
- DevOps Engineer at CloudInc (6 years 2 months): Managed 200+ microservices on Kubernetes with 99.99% uptime. Also mentored 3 juni... | {
"overall_score": 0.77,
"skill_match_score": 0.6,
"experience_score": 1.0,
"education_score": 0.87,
"matched_skills": [
"Python",
"Kubernetes",
"Docker"
],
"missing_skills": [
"SIEM",
"Penetration Testing"
],
"analysis": "Strong match. The candidate has 3 of 5 required skills: Pyt... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: iOS Developer with 4 years of professional experience. Proficient in Xcode, Core Data, SwiftUI, Combine.
Professional Experience:
- iOS Developer at BigCo (4 years 2 months): Implemented CI/CD pipeline with automated TestFlight distribution. Also mentored 3 junior developers and conducted technical interviews.
- M... | {
"overall_score": 0.3,
"skill_match_score": 0.0,
"experience_score": 0.4,
"education_score": 0.91,
"matched_skills": [],
"missing_skills": [
"Kubernetes",
"Microservices",
"Docker",
"Go",
"PostgreSQL"
],
"analysis": "Poor match. The candidate has 0 of 5 required skills. The role req... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in Docker, Zero Trust, Penetration Testing, SIEM, Go, AWS Security, Python, Cryptography.
Professional Experience:
- Security Engineer at StartupY (5 years 2 months): Led SOC 2 Type II certification achieving zero findings. Also mentored 3 junio... | {
"overall_score": 0.57,
"skill_match_score": 0.4,
"experience_score": 0.71,
"education_score": 0.76,
"matched_skills": [
"Kubernetes",
"Docker"
],
"missing_skills": [
"CI/CD",
"Terraform",
"AWS"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skills: Kubernete... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in Python, PyTorch, Computer Vision, NLP, TensorFlow, Spark, Docker, AWS SageMaker, SQL.
Professional Experience:
- Data Scientist at CompanyX (4 years 2 months): Built recommendation system improving engagement by 35%. Also mentored 3 junior devel... | {
"overall_score": 0.52,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.89,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in Go, Cryptography, OWASP, SIEM, Kubernetes, AWS Security, Python, Zero Trust, Docker.
Professional Experience:
- Security Engineer at CompanyX (5 years 2 months): Developed automated security scanning pipeline preventing 200+ vulnerabilities. ... | {
"overall_score": 0.58,
"skill_match_score": 0.2,
"experience_score": 1.0,
"education_score": 0.9,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docker... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in Product Strategy, User Research, Figma, SQL, Scrum, A/B Testing, JIRA, Roadmapping, Agile.
Professional Experience:
- Product Manager at TechCorp (6 years 2 months): Launched SaaS product generating $2M ARR in first year. Also mentored 3 junior... | {
"overall_score": 0.47,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.85,
"matched_skills": [],
"missing_skills": [
"TypeScript",
"JavaScript",
"React",
"Next.js",
"CSS"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Miss... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Senior Full Stack Developer with 7 years of professional experience. Proficient in Tailwind CSS, AWS, GraphQL, PostgreSQL, Docker, Redis.
Professional Experience:
- Senior Full Stack Developer at CloudInc (7 years 2 months): Led migration from monolith to microservices architecture. Also mentored 3 junior develope... | {
"overall_score": 0.47,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.85,
"matched_skills": [],
"missing_skills": [
"Python",
"Machine Learning",
"Deep Learning",
"SQL",
"NLP"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Senior Full Stack Developer with 7 years of professional experience. Proficient in AWS, PostgreSQL, Next.js, Tailwind CSS, TypeScript, Redis, Node.js, GraphQL, Docker, React.
Professional Experience:
- Senior Full Stack Developer at TechCorp (7 years 2 months): Built design system used by 5 product teams. Also men... | {
"overall_score": 0.96,
"skill_match_score": 1.0,
"experience_score": 1.0,
"education_score": 0.81,
"matched_skills": [
"TypeScript",
"React",
"Node.js",
"Docker",
"PostgreSQL"
],
"missing_skills": [],
"analysis": "Strong match. The candidate has 5 of 5 required skills: TypeScript, ... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Frontend Developer with 3 years of professional experience. Proficient in Webpack, TypeScript, Jest, Vue.js, React.
Professional Experience:
- Frontend Developer at FinTechLabs (3 years 2 months): Built responsive web app used by 100K+ daily active users. Also mentored 3 junior developers and conducted technical i... | {
"overall_score": 0.36,
"skill_match_score": 0.0,
"experience_score": 0.6,
"education_score": 0.89,
"matched_skills": [],
"missing_skills": [
"Python",
"Kubernetes",
"Docker",
"MLflow",
"AWS"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missing ... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in Python, ONNX, AWS, SQL, CUDA, Docker, PyTorch, Kubernetes.
Professional Experience:
- Machine Learning Engineer at CompanyX (4 years 2 months): Optimized model inference latency from 200ms to 15ms using TensorRT. Also mentored 3 junio... | {
"overall_score": 0.61,
"skill_match_score": 0.4,
"experience_score": 0.8,
"education_score": 0.85,
"matched_skills": [
"Python",
"SQL"
],
"missing_skills": [
"Machine Learning",
"Deep Learning",
"NLP"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skills: Py... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: iOS Developer with 4 years of professional experience. Proficient in Core Data, SwiftUI, RxSwift, UIKit, Swift, App Store Connect, Firebase, Xcode.
Professional Experience:
- iOS Developer at BigCo (4 years 2 months): Built offline-first architecture reducing API calls by 70%. Also mentored 3 junior developers and... | {
"overall_score": 0.4,
"skill_match_score": 0.0,
"experience_score": 0.8,
"education_score": 0.81,
"matched_skills": [],
"missing_skills": [
"TypeScript",
"React",
"Node.js",
"Docker",
"PostgreSQL"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Mi... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in OWASP, Python, AWS Security, Zero Trust, Go, Kubernetes, Cryptography, Penetration Testing.
Professional Experience:
- Security Engineer at CompanyX (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentor... | {
"overall_score": 0.4,
"skill_match_score": 0.0,
"experience_score": 0.71,
"education_score": 0.92,
"matched_skills": [],
"missing_skills": [
"Product Strategy",
"Agile",
"Data Analysis",
"SQL",
"User Research"
],
"analysis": "Partial match. The candidate matches 0 of 5 required ski... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: iOS Developer with 4 years of professional experience. Proficient in SwiftUI, Swift, UIKit, Xcode.
Professional Experience:
- iOS Developer at BigCo (4 years 2 months): Implemented CI/CD pipeline with automated TestFlight distribution. Also mentored 3 junior developers and conducted technical interviews.
- Mid-lev... | {
"overall_score": 0.9,
"skill_match_score": 1.0,
"experience_score": 0.8,
"education_score": 0.8,
"matched_skills": [
"UIKit",
"Firebase",
"SwiftUI",
"Core Data",
"Swift"
],
"missing_skills": [],
"analysis": "Strong match. The candidate has 5 of 5 required skills: UIKit, Firebase, S... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in Kubernetes, AWS, TensorFlow, Python, SQL, ONNX.
Professional Experience:
- Machine Learning Engineer at CompanyX (4 years 2 months): Built automated ML pipeline reducing experiment cycle from weeks to hours. Also mentored 3 junior dev... | {
"overall_score": 0.58,
"skill_match_score": 0.4,
"experience_score": 0.8,
"education_score": 0.72,
"matched_skills": [
"Python",
"SQL"
],
"missing_skills": [
"Machine Learning",
"Deep Learning",
"NLP"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skills: Py... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in User Research, Figma, SQL, Agile, Roadmapping, Data Analysis, Product Strategy.
Professional Experience:
- Product Manager at FinTechLabs (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior develo... | {
"overall_score": 0.45,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.77,
"matched_skills": [],
"missing_skills": [
"UIKit",
"Firebase",
"SwiftUI",
"Core Data",
"Swift"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missi... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in AWS Security, Python, Docker, Cryptography, Zero Trust, OWASP, Penetration Testing, SIEM, Go.
Professional Experience:
- Security Engineer at StartupY (5 years 2 months): Led SOC 2 Type II certification achieving zero findings. Also mentored ... | {
"overall_score": 0.9,
"skill_match_score": 1.0,
"experience_score": 0.83,
"education_score": 0.76,
"matched_skills": [
"Python",
"Kubernetes",
"Docker",
"SIEM",
"Penetration Testing"
],
"missing_skills": [],
"analysis": "Strong match. The candidate has 5 of 5 required skills: Pytho... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in SQL, MLflow, PyTorch, TensorFlow.
Professional Experience:
- Machine Learning Engineer at BigCo (4 years 2 months): Optimized model inference latency from 200ms to 15ms using TensorRT. Also mentored 3 junior developers and conducted t... | {
"overall_score": 0.51,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.84,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in Python, MLflow, CUDA, Docker, SQL, PyTorch, ONNX.
Professional Experience:
- Machine Learning Engineer at FinTechLabs (4 years 2 months): Built automated ML pipeline reducing experiment cycle from weeks to hours. Also mentored 3 junio... | {
"overall_score": 0.51,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.86,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Frontend Developer with 3 years of professional experience. Proficient in React, Next.js, JavaScript, Vue.js, HTML, CSS, Webpack.
Professional Experience:
- Frontend Developer at FinTechLabs (3 years 2 months): Built responsive web app used by 100K+ daily active users. Also mentored 3 junior developers and conduct... | {
"overall_score": 0.53,
"skill_match_score": 0.4,
"experience_score": 0.6,
"education_score": 0.73,
"matched_skills": [
"TypeScript",
"React"
],
"missing_skills": [
"Node.js",
"PostgreSQL",
"Docker"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skills: TypeS... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: QA Engineer with 4 years of professional experience. Proficient in Postman, Cypress, Docker, Jenkins, JUnit, Java, JMeter.
Professional Experience:
- QA Engineer at StartupY (4 years 2 months): Reduced regression testing time from 3 days to 2 hours. Also mentored 3 junior developers and conducted technical intervi... | {
"overall_score": 0.29,
"skill_match_score": 0.0,
"experience_score": 0.4,
"education_score": 0.83,
"matched_skills": [],
"missing_skills": [
"Product Strategy",
"Agile",
"Data Analysis",
"SQL",
"User Research"
],
"analysis": "Poor match. The candidate has 0 of 5 required skills. Th... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in Penetration Testing, Zero Trust, Kubernetes, Go, Python.
Professional Experience:
- Security Engineer at ScaleUp (5 years 2 months): Led SOC 2 Type II certification achieving zero findings. Also mentored 3 junior developers and conducted tech... | {
"overall_score": 0.6,
"skill_match_score": 0.4,
"experience_score": 0.83,
"education_score": 0.74,
"matched_skills": [
"Python",
"Docker"
],
"missing_skills": [
"Selenium",
"Java",
"Cypress"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skills: Python, Dock... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in AWS SageMaker, Computer Vision, NLP, MLflow, Spark.
Professional Experience:
- Data Scientist at DigitalAgency (4 years 2 months): Created MLOps pipeline for model deployment and monitoring. Also mentored 3 junior developers and conducted techni... | {
"overall_score": 0.53,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.94,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in TensorFlow, SQL, ONNX, AWS, PyTorch, MLflow, Python.
Professional Experience:
- Machine Learning Engineer at TechCorp (4 years 2 months): Optimized model inference latency from 200ms to 15ms using TensorRT. Also mentored 3 junior deve... | {
"overall_score": 0.6,
"skill_match_score": 0.4,
"experience_score": 0.8,
"education_score": 0.82,
"matched_skills": [
"Python",
"SQL"
],
"missing_skills": [
"Machine Learning",
"Deep Learning",
"NLP"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skills: Pyt... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Backend Go Developer with 5 years of professional experience. Proficient in Redis, PostgreSQL, Microservices, CI/CD, Kafka, gRPC.
Professional Experience:
- Backend Go Developer at CloudInc (5 years 2 months): Designed microservices architecture for an e-commerce platform. Also mentored 3 junior developers and con... | {
"overall_score": 0.88,
"skill_match_score": 1.0,
"experience_score": 0.71,
"education_score": 0.84,
"matched_skills": [
"Kubernetes",
"Microservices",
"Docker",
"Go",
"PostgreSQL"
],
"missing_skills": [],
"analysis": "Strong match. The candidate has 5 of 5 required skills: Kubernet... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Backend Go Developer with 5 years of professional experience. Proficient in CI/CD, Kubernetes, gRPC, Redis, Microservices, Kafka, PostgreSQL, Go, AWS, Docker.
Professional Experience:
- Backend Go Developer at TechCorp (5 years 2 months): Designed microservices architecture for an e-commerce platform. Also mentore... | {
"overall_score": 0.62,
"skill_match_score": 0.4,
"experience_score": 0.83,
"education_score": 0.86,
"matched_skills": [
"Kubernetes",
"Docker"
],
"missing_skills": [
"Python",
"SIEM",
"Penetration Testing"
],
"analysis": "Partial match. The candidate matches 2 of 5 required skill... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in JIRA, User Research, Agile, Figma, SQL, A/B Testing, Scrum.
Professional Experience:
- Product Manager at DigitalAgency (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior developers and conducted... | {
"overall_score": 0.43,
"skill_match_score": 0.0,
"experience_score": 0.86,
"education_score": 0.85,
"matched_skills": [],
"missing_skills": [
"Kubernetes",
"Docker",
"CI/CD",
"Terraform",
"AWS"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missi... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Machine Learning Engineer with 4 years of professional experience. Proficient in TensorFlow, ONNX, MLflow, PyTorch, SQL, Kubernetes.
Professional Experience:
- Machine Learning Engineer at DigitalAgency (4 years 2 months): Deployed real-time inference pipeline serving 100K requests/hour. Also mentored 3 junior dev... | {
"overall_score": 0.51,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.85,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in Docker, PyTorch, TensorFlow, NLP, Spark, SQL.
Professional Experience:
- Data Scientist at DigitalAgency (4 years 2 months): Created MLOps pipeline for model deployment and monitoring. Also mentored 3 junior developers and conducted technical in... | {
"overall_score": 0.69,
"skill_match_score": 0.6,
"experience_score": 0.8,
"education_score": 0.73,
"matched_skills": [
"Python",
"Docker",
"MLflow"
],
"missing_skills": [
"Kubernetes",
"AWS"
],
"analysis": "Partial match. The candidate matches 3 of 5 required skills: Python, Dock... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in SIEM, OWASP, Penetration Testing, Python, Kubernetes, Cryptography, Go, Zero Trust, Docker.
Professional Experience:
- Security Engineer at BigCo (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentored ... | {
"overall_score": 0.59,
"skill_match_score": 0.2,
"experience_score": 1.0,
"education_score": 0.95,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in TensorFlow, NLP, Python, MLflow, PyTorch, Spark.
Professional Experience:
- Data Scientist at FinTechLabs (4 years 2 months): Developed NLP model for Turkish text classification with 94% accuracy. Also mentored 3 junior developers and conducted ... | {
"overall_score": 0.49,
"skill_match_score": 0.2,
"experience_score": 0.8,
"education_score": 0.74,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Node.js",
"TypeScript",
"PostgreSQL",
"React"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docke... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in SQL, A/B Testing, Scrum, Figma.
Professional Experience:
- Product Manager at ScaleUp (6 years 2 months): Defined product strategy that increased user retention by 45%. Also mentored 3 junior developers and conducted technical interviews.
- Mid... | {
"overall_score": 0.58,
"skill_match_score": 0.2,
"experience_score": 1.0,
"education_score": 0.89,
"matched_skills": [
"SQL"
],
"missing_skills": [
"Python",
"Machine Learning",
"Deep Learning",
"NLP"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: SQ... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in Scrum, Data Analysis, Figma, SQL, Roadmapping, Agile, User Research, A/B Testing.
Professional Experience:
- Product Manager at FinTechLabs (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior deve... | {
"overall_score": 0.42,
"skill_match_score": 0.0,
"experience_score": 0.86,
"education_score": 0.83,
"matched_skills": [],
"missing_skills": [
"Kubernetes",
"Docker",
"CI/CD",
"Terraform",
"AWS"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missi... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Data Scientist with 4 years of professional experience. Proficient in Computer Vision, PyTorch, Spark, Python, MLflow, SQL, NLP, AWS SageMaker, Docker, TensorFlow.
Professional Experience:
- Data Scientist at TechCorp (4 years 2 months): Built recommendation system improving engagement by 35%. Also mentored 3 juni... | {
"overall_score": 0.37,
"skill_match_score": 0.2,
"experience_score": 0.4,
"education_score": 0.74,
"matched_skills": [
"Docker"
],
"missing_skills": [
"Kubernetes",
"CI/CD",
"Terraform",
"AWS"
],
"analysis": "Partial match. The candidate matches 1 of 5 required skills: Docker. Mi... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Product Manager with 6 years of professional experience. Proficient in SQL, Roadmapping, Scrum, User Research, Figma.
Professional Experience:
- Product Manager at CompanyX (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior developers and conducted technical intervi... | {
"overall_score": 0.44,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.71,
"matched_skills": [],
"missing_skills": [
"Python",
"Cypress",
"Docker",
"Selenium",
"Java"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none. Missing ... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Security Engineer with 5 years of professional experience. Proficient in SIEM, Go, Penetration Testing, OWASP, Python.
Professional Experience:
- Security Engineer at TechCorp (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentored 3 junior developers and conducted technical... | {
"overall_score": 0.78,
"skill_match_score": 0.6,
"experience_score": 1.0,
"education_score": 0.88,
"matched_skills": [
"Python",
"Kubernetes",
"Docker"
],
"missing_skills": [
"AWS",
"MLflow"
],
"analysis": "Strong match. The candidate has 3 of 5 required skills: Python, Kubernete... |
Analyze how well this CV matches the job description. Rate each category 0.0-1.0. | CV: Backend Go Developer with 5 years of professional experience. Proficient in AWS, Docker, CI/CD, Kubernetes, Redis, Go.
Professional Experience:
- Backend Go Developer at CompanyX (5 years 2 months): Built a distributed payment processing system handling 10K req/s. Also mentored 3 junior developers and conducted te... | {
"overall_score": 0.45,
"skill_match_score": 0.0,
"experience_score": 1.0,
"education_score": 0.75,
"matched_skills": [],
"missing_skills": [
"Python",
"Machine Learning",
"Deep Learning",
"SQL",
"NLP"
],
"analysis": "Partial match. The candidate matches 0 of 5 required skills: none... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Senior Full Stack Developer with 7 years of professional experience. Proficient in Docker, PostgreSQL, AWS, TypeScript.
Professional Experience:
- Senior Full Stack Developer at TechCorp (7 years 2 months): Built design system used by 5 product teams. Also mentored 3 junior developers and conducted technical interview... | {
"skills": [
"AWS",
"TypeScript",
"Next.js",
"React",
"Redis",
"GraphQL",
"Tailwind CSS",
"Docker",
"Node.js"
],
"experience": [
{
"title": "Senior Full Stack Developer",
"company": "CompanyX",
"start_date": "2019-01-01",
"end_date": "2026-07-01",
... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Grafana, CI/CD, Ansible, Prometheus, AWS, Terraform, Docker, Python, Kubernetes.
Professional Experience:
- DevOps Engineer at ScaleUp (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior developer... | {
"skills": [
"Linux",
"Kubernetes",
"Grafana",
"Ansible",
"Docker"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Automated infrastructure provisioning reducing cos... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Machine Learning Engineer with 4 years of professional experience. Proficient in Kubernetes, Python, SQL, CUDA, ONNX, Docker, AWS, PyTorch.
Professional Experience:
- Machine Learning Engineer at DigitalAgency (4 years 2 months): Optimized model inference latency from 200ms to 15ms using TensorRT. Also mentored 3 juni... | {
"skills": [
"TensorFlow",
"Python",
"Docker",
"MLflow",
"PyTorch"
],
"experience": [
{
"title": "Machine Learning Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Deployed real-time inference pipeline se... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Kubernetes, CI/CD, AWS, Ansible, Linux, Terraform, Python, Grafana, Prometheus, Docker.
Professional Experience:
- DevOps Engineer at ScaleUp (6 years 2 months): Implemented monitoring stack serving 100M+ data points daily. Also mentored 3 junior d... | {
"skills": [
"Kubernetes",
"Terraform",
"Ansible",
"Python",
"Prometheus",
"Linux",
"Grafana",
"AWS",
"Docker"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"descr... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Machine Learning Engineer with 4 years of professional experience. Proficient in Python, Docker, CUDA, MLflow, PyTorch, ONNX, AWS, SQL, Kubernetes, TensorFlow.
Professional Experience:
- Machine Learning Engineer at CloudInc (4 years 2 months): Deployed real-time inference pipeline serving 100K requests/hour. Also men... | {
"skills": [
"SQL",
"PyTorch",
"Kubernetes",
"TensorFlow",
"MLflow",
"CUDA",
"ONNX",
"Docker",
"AWS"
],
"experience": [
{
"title": "Machine Learning Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"descr... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in TestNG, JUnit, Jenkins, Selenium, Docker, Java.
Professional Experience:
- QA Engineer at StartupY (4 years 2 months): Built automated test suite covering 95% of critical paths. Also mentored 3 junior developers and conducted technical interviews.
- Mi... | {
"skills": [
"Docker",
"Cypress",
"JMeter",
"TestNG",
"Python",
"Jenkins",
"JUnit",
"Java",
"Selenium"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Im... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Senior Full Stack Developer with 7 years of professional experience. Proficient in AWS, Docker, GraphQL, React, Node.js, PostgreSQL, TypeScript, Tailwind CSS, Next.js.
Professional Experience:
- Senior Full Stack Developer at ScaleUp (7 years 2 months): Built design system used by 5 product teams. Also mentored 3 juni... | {
"skills": [
"Node.js",
"AWS",
"TypeScript",
"Next.js",
"GraphQL",
"Tailwind CSS",
"Redis",
"React",
"PostgreSQL",
"Docker"
],
"experience": [
{
"title": "Senior Full Stack Developer",
"company": "CompanyX",
"start_date": "2019-01-01",
"end_date... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Security Engineer with 5 years of professional experience. Proficient in Zero Trust, Penetration Testing, Cryptography, Python.
Professional Experience:
- Security Engineer at DigitalAgency (5 years 2 months): Led SOC 2 Type II certification achieving zero findings. Also mentored 3 junior developers and conducted tech... | {
"skills": [
"AWS Security",
"Docker",
"Python",
"Go",
"Zero Trust",
"Cryptography",
"Penetration Testing",
"Kubernetes",
"SIEM",
"OWASP"
],
"experience": [
{
"title": "Security Engineer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Data Scientist with 4 years of professional experience. Proficient in AWS SageMaker, NLP, PyTorch, Computer Vision, Spark.
Professional Experience:
- Data Scientist at FinTechLabs (4 years 2 months): Created MLOps pipeline for model deployment and monitoring. Also mentored 3 junior developers and conducted technical i... | {
"skills": [
"SQL",
"Spark",
"Docker",
"MLflow",
"AWS SageMaker",
"PyTorch",
"Computer Vision",
"NLP"
],
"experience": [
{
"title": "Data Scientist",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Buil... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Senior Full Stack Developer with 7 years of professional experience. Proficient in PostgreSQL, TypeScript, GraphQL, React, Docker.
Professional Experience:
- Senior Full Stack Developer at BigCo (7 years 2 months): Built design system used by 5 product teams. Also mentored 3 junior developers and conducted technical i... | {
"skills": [
"React",
"TypeScript",
"Tailwind CSS",
"AWS",
"Redis"
],
"experience": [
{
"title": "Senior Full Stack Developer",
"company": "CompanyX",
"start_date": "2019-01-01",
"end_date": "2026-07-01",
"description": "Developed a real-time collaboration pl... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Machine Learning Engineer with 4 years of professional experience. Proficient in ONNX, Docker, Kubernetes, AWS.
Professional Experience:
- Machine Learning Engineer at BigCo (4 years 2 months): Optimized model inference latency from 200ms to 15ms using TensorRT. Also mentored 3 junior developers and conducted technica... | {
"skills": [
"CUDA",
"SQL",
"Docker",
"MLflow",
"ONNX"
],
"experience": [
{
"title": "Machine Learning Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Optimized model inference latency from 200ms to 15ms... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Kubernetes, CI/CD, Linux, Ansible.
Professional Experience:
- DevOps Engineer at CloudInc (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior developers and conducted technical interviews.
- Mid-l... | {
"skills": [
"Docker",
"Kubernetes",
"Python",
"Ansible",
"Linux",
"Terraform",
"Prometheus",
"CI/CD",
"AWS"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"descrip... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Security Engineer with 5 years of professional experience. Proficient in Kubernetes, SIEM, Zero Trust, Cryptography, Docker, Go, Python.
Professional Experience:
- Security Engineer at TechCorp (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentored 3 junior developers and condu... | {
"skills": [
"OWASP",
"Python",
"Go",
"SIEM",
"Cryptography",
"Penetration Testing",
"Docker",
"AWS Security",
"Kubernetes"
],
"experience": [
{
"title": "Security Engineer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in JUnit, Docker, Selenium, TestNG.
Professional Experience:
- QA Engineer at CloudInc (4 years 2 months): Reduced regression testing time from 3 days to 2 hours. Also mentored 3 junior developers and conducted technical interviews.
- Mid-level Developer ... | {
"skills": [
"Postman",
"Jenkins",
"JUnit",
"Cypress",
"JMeter",
"Docker",
"Selenium"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Implemented performance tes... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Security Engineer with 5 years of professional experience. Proficient in Penetration Testing, Python, OWASP, AWS Security.
Professional Experience:
- Security Engineer at StartupY (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentored 3 junior developers and conducted technical... | {
"skills": [
"Go",
"Kubernetes",
"Zero Trust",
"AWS Security",
"Python",
"Cryptography",
"Docker",
"Penetration Testing"
],
"experience": [
{
"title": "Security Engineer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01",
... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Python, Docker, Kubernetes, Ansible, Linux, AWS, Terraform, Prometheus.
Professional Experience:
- DevOps Engineer at DigitalAgency (6 years 2 months): Managed 200+ microservices on Kubernetes with 99.99% uptime. Also mentored 3 junior developers a... | {
"skills": [
"CI/CD",
"Terraform",
"AWS",
"Ansible",
"Grafana",
"Docker"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Managed 200+ microservices on Kubernetes... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Product Manager with 6 years of professional experience. Proficient in User Research, Roadmapping, JIRA, Data Analysis, Figma, SQL, Agile, Product Strategy.
Professional Experience:
- Product Manager at TechCorp (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior develop... | {
"skills": [
"Data Analysis",
"Agile",
"Figma",
"SQL",
"User Research",
"JIRA"
],
"experience": [
{
"title": "Product Manager",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Defined product strategy that incr... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Security Engineer with 5 years of professional experience. Proficient in OWASP, AWS Security, Go, Cryptography.
Professional Experience:
- Security Engineer at TechCorp (5 years 2 months): Implemented zero-trust architecture securing 5000+ endpoints. Also mentored 3 junior developers and conducted technical interviews... | {
"skills": [
"OWASP",
"Kubernetes",
"AWS Security",
"Zero Trust",
"Cryptography",
"Go",
"SIEM",
"Python",
"Penetration Testing"
],
"experience": [
{
"title": "Security Engineer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-0... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Product Manager with 6 years of professional experience. Proficient in Product Strategy, Roadmapping, SQL, Figma, Agile, User Research.
Professional Experience:
- Product Manager at DigitalAgency (6 years 2 months): Launched SaaS product generating $2M ARR in first year. Also mentored 3 junior developers and conducted... | {
"skills": [
"Data Analysis",
"Agile",
"Figma",
"User Research",
"A/B Testing"
],
"experience": [
{
"title": "Product Manager",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Led cross-functional team of 12 engine... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Security Engineer with 5 years of professional experience. Proficient in Go, Zero Trust, Kubernetes, AWS Security.
Professional Experience:
- Security Engineer at DigitalAgency (5 years 2 months): Led SOC 2 Type II certification achieving zero findings. Also mentored 3 junior developers and conducted technical intervi... | {
"skills": [
"Kubernetes",
"SIEM",
"Zero Trust",
"Python",
"Cryptography",
"Penetration Testing",
"OWASP",
"Go"
],
"experience": [
{
"title": "Security Engineer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01",
"descri... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Kubernetes, Linux, CI/CD, AWS, Grafana, Python, Prometheus, Docker, Terraform.
Professional Experience:
- DevOps Engineer at CompanyX (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior developers... | {
"skills": [
"Linux",
"CI/CD",
"Ansible",
"Terraform",
"Kubernetes",
"Docker",
"Prometheus",
"AWS",
"Python"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"descrip... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Prometheus, Linux, AWS, CI/CD, Kubernetes, Grafana, Docker, Terraform, Ansible, Python.
Professional Experience:
- DevOps Engineer at ScaleUp (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior de... | {
"skills": [
"AWS",
"Linux",
"CI/CD",
"Grafana"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Implemented monitoring stack serving 100M+ data points daily"
}
],
... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Machine Learning Engineer with 4 years of professional experience. Proficient in TensorFlow, Kubernetes, PyTorch, ONNX.
Professional Experience:
- Machine Learning Engineer at CompanyX (4 years 2 months): Optimized model inference latency from 200ms to 15ms using TensorRT. Also mentored 3 junior developers and conduct... | {
"skills": [
"MLflow",
"AWS",
"ONNX",
"Docker",
"Kubernetes",
"SQL",
"Python",
"TensorFlow"
],
"experience": [
{
"title": "Machine Learning Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Bui... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Docker, CI/CD, Python, AWS, Grafana, Kubernetes.
Professional Experience:
- DevOps Engineer at FinTechLabs (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior developers and conducted technical in... | {
"skills": [
"Linux",
"Python",
"Kubernetes",
"Grafana",
"Terraform",
"AWS",
"CI/CD",
"Ansible",
"Prometheus"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"descri... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in Python, Postman, JUnit, Cypress, TestNG, Java, Docker, Jenkins, JMeter.
Professional Experience:
- QA Engineer at CompanyX (4 years 2 months): Reduced regression testing time from 3 days to 2 hours. Also mentored 3 junior developers and conducted techn... | {
"skills": [
"TestNG",
"Docker",
"Java",
"JMeter",
"Postman",
"Jenkins"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Implemented performance testing identifying b... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Prometheus, Terraform, Kubernetes, Grafana, AWS, Linux, CI/CD, Docker.
Professional Experience:
- DevOps Engineer at ScaleUp (6 years 2 months): Managed 200+ microservices on Kubernetes with 99.99% uptime. Also mentored 3 junior developers and cond... | {
"skills": [
"Ansible",
"Terraform",
"Docker",
"Prometheus",
"Kubernetes",
"Python",
"CI/CD",
"Linux",
"Grafana",
"AWS"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in Docker, TestNG, JUnit, Java, JMeter, Selenium, Python.
Professional Experience:
- QA Engineer at BigCo (4 years 2 months): Reduced regression testing time from 3 days to 2 hours. Also mentored 3 junior developers and conducted technical interviews.
- M... | {
"skills": [
"Postman",
"Jenkins",
"Selenium",
"Python",
"Cypress",
"JMeter",
"TestNG",
"Docker",
"Java",
"JUnit"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"de... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | iOS Developer with 4 years of professional experience. Proficient in App Store Connect, Combine, RxSwift, UIKit, Xcode, Core Data, Firebase, Fastlane, Swift, SwiftUI.
Professional Experience:
- iOS Developer at CloudInc (4 years 2 months): Implemented CI/CD pipeline with automated TestFlight distribution. Also mentore... | {
"skills": [
"Firebase",
"RxSwift",
"UIKit",
"Xcode",
"SwiftUI"
],
"experience": [
{
"title": "iOS Developer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Published 3 apps with 500K+ total downloads on App Stor... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Frontend Developer with 3 years of professional experience. Proficient in Next.js, Jest, TypeScript, Webpack, Vue.js, Storybook.
Professional Experience:
- Frontend Developer at StartupY (3 years 2 months): Migrated legacy jQuery codebase to React, improving performance by 60%. Also mentored 3 junior developers and co... | {
"skills": [
"TypeScript",
"Vue.js",
"Jest",
"JavaScript",
"HTML"
],
"experience": [
{
"title": "Frontend Developer",
"company": "CompanyX",
"start_date": "2023-01-01",
"end_date": "2026-07-01",
"description": "Migrated legacy jQuery codebase to React, improv... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in TestNG, Docker, Postman, Jenkins.
Professional Experience:
- QA Engineer at CompanyX (4 years 2 months): Implemented performance testing identifying bottlenecks reducing response time by 50%. Also mentored 3 junior developers and conducted technical in... | {
"skills": [
"JMeter",
"Docker",
"Jenkins",
"Selenium",
"JUnit",
"Java",
"TestNG",
"Cypress",
"Postman",
"Python"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"de... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Frontend Developer with 3 years of professional experience. Proficient in Webpack, React, Vue.js, JavaScript, Next.js, CSS, TypeScript.
Professional Experience:
- Frontend Developer at StartupY (3 years 2 months): Migrated legacy jQuery codebase to React, improving performance by 60%. Also mentored 3 junior developers... | {
"skills": [
"React",
"Vue.js",
"Storybook",
"Webpack",
"Next.js",
"CSS",
"TypeScript",
"HTML"
],
"experience": [
{
"title": "Frontend Developer",
"company": "CompanyX",
"start_date": "2023-01-01",
"end_date": "2026-07-01",
"description": "Built r... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Backend Go Developer with 5 years of professional experience. Proficient in Kafka, gRPC, Kubernetes, AWS, Docker, Microservices.
Professional Experience:
- Backend Go Developer at ScaleUp (5 years 2 months): Designed microservices architecture for an e-commerce platform. Also mentored 3 junior developers and conducted... | {
"skills": [
"Kafka",
"Redis",
"PostgreSQL",
"Kubernetes",
"Go",
"Microservices",
"gRPC",
"AWS",
"CI/CD",
"Docker"
],
"experience": [
{
"title": "Backend Go Developer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01",... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Backend Go Developer with 5 years of professional experience. Proficient in Go, Kubernetes, Microservices, Kafka, CI/CD, Redis, PostgreSQL, gRPC, Docker, AWS.
Professional Experience:
- Backend Go Developer at TechCorp (5 years 2 months): Implemented CI/CD pipelines reducing deployment time by 80%. Also mentored 3 jun... | {
"skills": [
"AWS",
"Redis",
"gRPC",
"PostgreSQL",
"Microservices"
],
"experience": [
{
"title": "Backend Go Developer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01",
"description": "Implemented CI/CD pipelines reducing deployme... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Senior Full Stack Developer with 7 years of professional experience. Proficient in Node.js, Docker, TypeScript, AWS, React, Tailwind CSS, PostgreSQL, Redis, GraphQL, Next.js.
Professional Experience:
- Senior Full Stack Developer at BigCo (7 years 2 months): Built design system used by 5 product teams. Also mentored 3... | {
"skills": [
"Docker",
"TypeScript",
"React",
"Node.js",
"Tailwind CSS",
"PostgreSQL",
"Next.js",
"Redis",
"AWS"
],
"experience": [
{
"title": "Senior Full Stack Developer",
"company": "CompanyX",
"start_date": "2019-01-01",
"end_date": "2026-07-01"... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in Jenkins, Cypress, Docker, JUnit, Java, TestNG, Postman, Python, Selenium, JMeter.
Professional Experience:
- QA Engineer at CloudInc (4 years 2 months): Implemented performance testing identifying bottlenecks reducing response time by 50%. Also mentore... | {
"skills": [
"JMeter",
"Python",
"Java",
"Docker",
"Cypress",
"Selenium",
"JUnit"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Reduced regression testing time... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Prometheus, CI/CD, Linux, Docker, Ansible, Terraform, Kubernetes, Python, Grafana, AWS.
Professional Experience:
- DevOps Engineer at DigitalAgency (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 jun... | {
"skills": [
"AWS",
"Grafana",
"Docker",
"Python",
"Kubernetes",
"Prometheus",
"Linux",
"Terraform"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Autom... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Product Manager with 6 years of professional experience. Proficient in Scrum, Figma, JIRA, User Research, Product Strategy, A/B Testing, Agile, Data Analysis.
Professional Experience:
- Product Manager at BigCo (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior develope... | {
"skills": [
"User Research",
"A/B Testing",
"Figma",
"Data Analysis",
"SQL",
"Agile",
"Scrum",
"JIRA",
"Roadmapping"
],
"experience": [
{
"title": "Product Manager",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Product Manager with 6 years of professional experience. Proficient in Data Analysis, User Research, Scrum, Product Strategy, A/B Testing, Roadmapping.
Professional Experience:
- Product Manager at TechCorp (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior developers a... | {
"skills": [
"Agile",
"Scrum",
"JIRA",
"A/B Testing",
"Figma",
"User Research",
"Data Analysis",
"Product Strategy"
],
"experience": [
{
"title": "Product Manager",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"desc... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Frontend Developer with 3 years of professional experience. Proficient in Next.js, JavaScript, HTML, React, Storybook.
Professional Experience:
- Frontend Developer at StartupY (3 years 2 months): Created component library with 50+ reusable UI components. Also mentored 3 junior developers and conducted technical inter... | {
"skills": [
"React",
"Jest",
"HTML",
"Next.js"
],
"experience": [
{
"title": "Frontend Developer",
"company": "CompanyX",
"start_date": "2023-01-01",
"end_date": "2026-07-01",
"description": "Built responsive web app used by 100K+ daily active users"
}
],
... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Product Manager with 6 years of professional experience. Proficient in Product Strategy, Data Analysis, Figma, Scrum.
Professional Experience:
- Product Manager at DigitalAgency (6 years 2 months): Led cross-functional team of 12 engineers and designers. Also mentored 3 junior developers and conducted technical interv... | {
"skills": [
"Data Analysis",
"Figma",
"Roadmapping",
"SQL"
],
"experience": [
{
"title": "Product Manager",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Launched SaaS product generating $2M ARR in first year"
}... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | QA Engineer with 4 years of professional experience. Proficient in Cypress, Selenium, JUnit, JMeter, Python, Jenkins, Postman.
Professional Experience:
- QA Engineer at TechCorp (4 years 2 months): Built automated test suite covering 95% of critical paths. Also mentored 3 junior developers and conducted technical inte... | {
"skills": [
"Docker",
"TestNG",
"JMeter",
"Postman",
"Jenkins",
"JUnit",
"Java",
"Cypress",
"Selenium",
"Python"
],
"experience": [
{
"title": "QA Engineer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"de... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Kubernetes, Terraform, Ansible, Python, AWS, Docker.
Professional Experience:
- DevOps Engineer at CompanyX (6 years 2 months): Managed 200+ microservices on Kubernetes with 99.99% uptime. Also mentored 3 junior developers and conducted technical i... | {
"skills": [
"Python",
"Prometheus",
"AWS",
"Docker",
"Kubernetes",
"Terraform",
"Grafana"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Implemented monito... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Product Manager with 6 years of professional experience. Proficient in Scrum, Data Analysis, User Research, Figma.
Professional Experience:
- Product Manager at BigCo (6 years 2 months): Launched SaaS product generating $2M ARR in first year. Also mentored 3 junior developers and conducted technical interviews.
- Mid-... | {
"skills": [
"Data Analysis",
"Agile",
"Roadmapping",
"Product Strategy",
"Figma"
],
"experience": [
{
"title": "Product Manager",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Led cross-functional team of 12 eng... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | iOS Developer with 4 years of professional experience. Proficient in Fastlane, Firebase, RxSwift, Swift, Core Data, SwiftUI, Xcode, UIKit, App Store Connect.
Professional Experience:
- iOS Developer at TechCorp (4 years 2 months): Built offline-first architecture reducing API calls by 70%. Also mentored 3 junior devel... | {
"skills": [
"Combine",
"Xcode",
"Firebase",
"Swift"
],
"experience": [
{
"title": "iOS Developer",
"company": "CompanyX",
"start_date": "2022-01-01",
"end_date": "2026-07-01",
"description": "Published 3 apps with 500K+ total downloads on App Store"
}
],
... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Python, Docker, AWS, Prometheus, Grafana, Kubernetes, Ansible, Terraform, CI/CD.
Professional Experience:
- DevOps Engineer at StartupY (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior develope... | {
"skills": [
"Prometheus",
"Kubernetes",
"Python",
"Terraform",
"Ansible",
"CI/CD",
"AWS"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Implemented monitor... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Senior Full Stack Developer with 7 years of professional experience. Proficient in Node.js, GraphQL, Next.js, AWS, PostgreSQL, Tailwind CSS, Redis, Docker, React, TypeScript.
Professional Experience:
- Senior Full Stack Developer at DigitalAgency (7 years 2 months): Developed a real-time collaboration platform with 50... | {
"skills": [
"TypeScript",
"Next.js",
"React",
"GraphQL",
"Docker",
"PostgreSQL"
],
"experience": [
{
"title": "Senior Full Stack Developer",
"company": "CompanyX",
"start_date": "2019-01-01",
"end_date": "2026-07-01",
"description": "Led migration from m... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Backend Go Developer with 5 years of professional experience. Proficient in Microservices, gRPC, AWS, CI/CD, Kubernetes.
Professional Experience:
- Backend Go Developer at BigCo (5 years 2 months): Built a distributed payment processing system handling 10K req/s. Also mentored 3 junior developers and conducted technic... | {
"skills": [
"Docker",
"Redis",
"AWS",
"gRPC",
"Kubernetes",
"Go",
"Microservices",
"CI/CD"
],
"experience": [
{
"title": "Backend Go Developer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01",
"description": "Implemen... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Terraform, AWS, Docker, Grafana, Ansible, Prometheus, Kubernetes, CI/CD, Linux.
Professional Experience:
- DevOps Engineer at StartupY (6 years 2 months): Managed 200+ microservices on Kubernetes with 99.99% uptime. Also mentored 3 junior developer... | {
"skills": [
"AWS",
"Grafana",
"Python",
"Ansible",
"CI/CD",
"Linux",
"Kubernetes",
"Prometheus",
"Docker"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"descripti... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | DevOps Engineer with 6 years of professional experience. Proficient in Grafana, Terraform, Kubernetes, Python, Ansible, CI/CD, AWS, Docker.
Professional Experience:
- DevOps Engineer at ScaleUp (6 years 2 months): Automated infrastructure provisioning reducing costs by 40%. Also mentored 3 junior developers and conduc... | {
"skills": [
"Python",
"Prometheus",
"Terraform",
"Ansible",
"AWS",
"CI/CD",
"Grafana",
"Kubernetes"
],
"experience": [
{
"title": "DevOps Engineer",
"company": "CompanyX",
"start_date": "2020-01-01",
"end_date": "2026-07-01",
"description": "Impl... |
Parse the following CV text and extract structured information: skills, experience, education, and a brief summary. | Security Engineer with 5 years of professional experience. Proficient in Cryptography, Penetration Testing, Docker, OWASP, Go, AWS Security, Zero Trust.
Professional Experience:
- Security Engineer at FinTechLabs (5 years 2 months): Led SOC 2 Type II certification achieving zero findings. Also mentored 3 junior develo... | {
"skills": [
"Cryptography",
"SIEM",
"OWASP",
"Penetration Testing",
"Zero Trust",
"Go"
],
"experience": [
{
"title": "Security Engineer",
"company": "CompanyX",
"start_date": "2021-01-01",
"end_date": "2026-07-01",
"description": "Implemented zero-trust ... |
CV Matcher Dataset
Fine-tuning dataset for CV parsing and CV-JD matching tasks.
Files
cv_parse_dataset.json— 50 CV examples with structured extraction (skills, experience, education, summary)cv_jd_match_dataset.json— 50 CV-JD pair examples with match scores (0.0-1.0) per category
Usage
from datasets import load_dataset
dataset = load_dataset("RuveydaGundogan/cvmatcher-dataset")
Format
CV Parse
{
"instruction": "Parse the following CV text...",
"input": "Senior Full Stack Developer with...",
"output": "{\"skills\": [...], \"experience\": [...], ...}"
}
CV-JD Match
{
"instruction": "Analyze how well this CV matches...",
"input": "CV: ...\n\nJD: ...",
"output": "{\"overall_score\": 0.85, ...}"
}
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