AI 기반 자동화 구직 및 지원 워크플로우
고급
이것은HR분야의자동화 워크플로우로, 21개의 노드를 포함합니다.주로 If, Set, Code, Gmail, Webhook 등의 노드를 사용하며. AI 기반 자동화 구직 및 지원
사전 요구사항
- •Google 계정 및 Gmail API 인증 정보
- •HTTP Webhook 엔드포인트(n8n이 자동으로 생성)
- •대상 API의 인증 정보가 필요할 수 있음
- •Google Sheets API 인증 정보
사용된 노드 (21)
카테고리
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"id": "EaPJLkAw016gfRk1",
"meta": {
"instanceId": "5d70afe618ac8247c5a41a94ab5e7c10b707e0cfb80b2b7f8b9fa734be55d9a3",
"templateCredsSetupCompleted": true
},
"name": "AI_powered_Automated_Job_Search___Application_Workflow_Using_Free_Adzuna_API",
"tags": [],
"nodes": [
{
"id": "70caa4ed-feff-499c-9f62-76c63ef44258",
"name": "3️⃣직무 제목 설정",
"type": "n8n-nodes-base.set",
"position": [
2220,
-600
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "99d327d4-7bed-4b76-9150-75247e4eaf0f",
"name": "job_title",
"type": "string",
"value": "={{ $('Webhook').item.json.body.jobSearchKeyword }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "dc1a078c-8be1-4d90-99c8-0b87e29e0284",
"name": "4️⃣Adzuna에서 채용 공고 가져오기",
"type": "n8n-nodes-base.httpRequest",
"position": [
2440,
-600
],
"parameters": {
"url": "=https://api.adzuna.com/v1/api/jobs/us/search/1?app_id=YOUR_ADZUNA_APP_ID&app_key=YOUR_ADZUNA_APP_KEY&results_per_page=20&what={{ $json.job_title }}\n",
"options": {}
},
"typeVersion": 4
},
{
"id": "95f22931-9258-4860-aa06-d5d94e2454bb",
"name": "OpenRouter Chat Model",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
3700,
-440
],
"parameters": {
"model": "deepseek/deepseek-r1",
"options": {}
},
"credentials": {
"openRouterApi": {
"id": "YOUR_OPENROUTER_CRED_ID",
"name": "YOUR_OPENROUTER_CRED_NAME"
}
},
"typeVersion": 1
},
{
"id": "18664c66-67a7-4b7c-881a-cd90f346a523",
"name": "7️⃣직무 설명에서 기술 스킬 추출",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
3320,
-600
],
"parameters": {
"text": "=Extracts the top skills and qualifications from this job description: \n{{ $('🧪 Extract Job Info').item.json.job_description }}",
"options": {
"systemMessage": "You're an AI expert that extracts the top skills and qualifications from a job description. Return as JSON array."
},
"promptType": "define"
},
"executeOnce": true,
"typeVersion": 2
},
{
"id": "43312e89-42a8-4206-b192-35d7a9cf6ccc",
"name": "📤 채용 공고 분할",
"type": "n8n-nodes-base.splitOut",
"position": [
2660,
-600
],
"parameters": {
"options": {},
"fieldToSplitOut": "results"
},
"typeVersion": 1,
"alwaysOutputData": false
},
{
"id": "8469870e-775c-4674-beb1-47fb096de7e3",
"name": "🧪 채용 정보 추출",
"type": "n8n-nodes-base.set",
"position": [
3100,
-600
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "fa733dce-d1b9-4d5a-8d62-062259a5c288",
"name": "job_description",
"type": "string",
"value": "={{ $json.description }}"
},
{
"id": "138373bf-97ba-43e1-bd43-6caf42af494d",
"name": "job_url",
"type": "string",
"value": "={{ $json.redirect_url }}"
},
{
"id": "f023780b-9999-4167-88b0-9053a2735065",
"name": "job_title",
"type": "string",
"value": "={{ $json.title }}"
},
{
"id": "ae7ada2d-8fdc-445d-ae84-fcad4a1d9233",
"name": "company",
"type": "string",
"value": "={{ $json.company.display_name }}"
}
]
}
},
"typeVersion": 3.4
},
{
"id": "8b85d7c5-49e8-4b9e-a89b-bed683d6f023",
"name": "중복 필터링",
"type": "n8n-nodes-base.code",
"position": [
2880,
-600
],
"parameters": {
"jsCode": "const seen = new Set();\n\nreturn items.filter(item => {\n const job = item.json;\n const key = `${job.title}-${job.company.display_name}-${job.description.substring(0, 100)}`;\n \n if (seen.has(key)) return false;\n seen.add(key);\n return true;\n});\n"
},
"typeVersion": 2
},
{
"id": "197d6478-9cbb-4dea-a3dc-e7264e48f247",
"name": "Webhook",
"type": "n8n-nodes-base.webhook",
"position": [
1780,
-600
],
"webhookId": "YOUR_WEBHOOK_ID",
"parameters": {
"path": "jobmonkeyadzuna",
"options": {
"binaryPropertyName": "data"
},
"httpMethod": "POST",
"responseMode": "responseNode"
},
"typeVersion": 2
},
{
"id": "05b840e4-d44c-40d9-b095-8f3d6145ebaf",
"name": "OpenRouter Chat Model1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
1860,
-140
],
"parameters": {
"model": "deepseek/deepseek-r1",
"options": {}
},
"credentials": {
"openRouterApi": {
"id": "YOUR_OPENROUTER_CRED_ID",
"name": "YOUR_OPENROUTER_CRED_NAME"
}
},
"typeVersion": 1
},
{
"id": "277ecd45-73a1-445f-bc51-99f8b49e82f5",
"name": "📈 IF 점수 ≥ 3",
"type": "n8n-nodes-base.if",
"position": [
2140,
-360
],
"parameters": {
"options": {},
"conditions": {
"options": {
"version": 2,
"leftValue": "",
"caseSensitive": true,
"typeValidation": "loose"
},
"combinator": "and",
"conditions": [
{
"id": "bd5a9af0-b569-4a75-9744-20699a5021d0",
"operator": {
"type": "number",
"operation": "gt"
},
"leftValue": "={{ JSON.parse($json.output).score.toNumber() }}",
"rightValue": 1
}
]
},
"looseTypeValidation": true
},
"typeVersion": 2.2
},
{
"id": "484d3a3c-82d2-4a03-b01b-d22d0f87c082",
"name": "9️⃣이력서 매칭 점수",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
1780,
-360
],
"parameters": {
"text": "=Evaluate how well this resume's {{ $('Extract from File').item.json.text }} matches the job's required skills: {{ $json.output }}. \n\nRate it and ouput a score between 1 and 5\n",
"options": {
"systemMessage": "You are an expert AI assistant who evaluates resume-job fit. Focus only on comparing the work experience section of the resume to the job skills. Be strict but fair. Return only JSON. Do not make up data.\n\nYou're an AI assistant that scores how well a resume matches a job description. Return JSON: { \"score\": \"1-5\" }. Output a score between 1 and 5."
},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "ddd54c3a-e6c5-4ab5-aaab-bb07492df04a",
"name": "OpenRouter Chat Model3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
2840,
-140
],
"parameters": {
"model": "deepseek/deepseek-r1:free",
"options": {}
},
"credentials": {
"openRouterApi": {
"id": "YOUR_OPENROUTER_CRED_ID",
"name": "YOUR_OPENROUTER_CRED_NAME"
}
},
"typeVersion": 1
},
{
"id": "bd16d8d2-d0e0-41ac-b8ec-651e78de5cfb",
"name": "🔥자기소개서 작성",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2740,
-360
],
"parameters": {
"text": "=Write a cover letter based on the Tailored resume:{{ $json.output }} and make it match the Job description from Adzuna: {{ $('🧪 Extract Job Info').item.json.job_description }} for a {{ $('🧪 Extract Job Info').item.json.job_title }} at {{ $('🧪 Extract Job Info').item.json.company }}\nI will be sending your output by email so please generate it as html that will well formatted fo rhuman reading.\n\nKeep it ATS-optimized and human-readable.\n",
"options": {
"systemMessage": "=You're an AI that writes a personalized cover letter tailored for a job based on the tailored resume."
},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "ac58e6d2-4900-4aae-bbc2-0bb734a1b036",
"name": "8️⃣이력서 재작성",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
2360,
-360
],
"parameters": {
"text": "=If the {{ $json.output }} is between 3 and 5, rewrite this resume: {{ $('Extract from File').item.json.text }} to highlight the following skills \n\nLet it be tailored for the role of {{ $('🧪 Extract Job Info').item.json.job_title }} at {{ $('🧪 Extract Job Info').item.json.company }}. Format the output as structured JSON with fields:\n\n- name\n- contact (email, phone)\n- education (degree, institution)\n- experience (title, company, duration, highlights[])\n- skills[]\n- certifications[]\n- summary\nYou can add other fields if necessary and they exist in the source resume user submitted. But do not make up things that don't exist. You must be factual.\n\nI will be sending your output by email so please generate it as html that will well formatted fo rhuman reading.\n\nKeep it ATS-optimized and human-readable.\n",
"options": {
"systemMessage": "=You're an AI that rewrites resumes to highlight specific skills and job fit.\n\n# ATS Resume Optimization Instructions\n\nYou are an expert resume optimizer specializing in beating Applicant Tracking Systems (ATS) while maintaining authenticity and readability for human recruiters.\n\n## Your Task\nRestructure the provided resume to maximize ATS compatibility and keyword matching for the specific job description, while ensuring the content remains truthful and compelling.\n\n## Input Data\n- **Original Resume**: {{ $('Extract from File').item.json.text }}\n- **Target Job Description**: {{ $('🧪 Extract Job Info').item.json.job_description }}\n- **Company Name**: {{ $('🧪 Extract Job Info').item.json.company }}\n\n## Optimization Requirements\n\n### 1. Format Optimization\n- Use clean, simple formatting with standard fonts\n- Employ standard section headings: \"Professional Summary,\" \"Work Experience,\" \"Education,\" \"Skills,\" \"Certifications\"\n- Remove any complex formatting, tables, or graphics\n- Ensure consistent formatting throughout\n- Use bullet points with standard symbols (•, -, *)\n\n### 2. Keyword Analysis & Integration\n- **Extract Keywords**: Identify all relevant keywords from the job description including:\n - Technical skills and software\n - Soft skills and competencies \n - Industry terminology and jargon\n - Required qualifications and certifications\n - Job titles and role-specific terms\n - Action verbs used in job requirements\n\n- **Strategic Placement**: Integrate keywords naturally into:\n - Professional summary (3-4 most critical keywords)\n - Skills section (comprehensive keyword list)\n - Work experience descriptions (context-appropriate usage)\n - Education section (relevant coursework, projects)\n\n- **Keyword Matching Rules**:\n - Use exact phrasing from job description when possible\n - Include both full terms and abbreviations (e.g., \"Artificial Intelligence (AI)\")\n - Maintain natural language flow\n - Avoid keyword stuffing\n\n### 3. Content Restructuring\n\n#### Professional Summary\n- Create a 3-4 line summary that mirrors the job requirements\n- Lead with the most important keywords for the role\n- Quantify experience where possible\n- Align career trajectory with the position\n\n#### Work Experience\n- Reorder and emphasize experiences most relevant to the target role\n- Rewrite bullet points to incorporate job description keywords\n- Quantify achievements with specific metrics\n- Use action verbs that match the job posting\n- Highlight transferable skills for career changers\n\n#### Skills Section\n- Create a comprehensive skills section with relevant keywords\n- Organize into categories: Technical Skills, Software Proficiency, Languages, Certifications\n- Include both hard and soft skills mentioned in job description\n- Use exact terminology from the posting\n\n#### Education & Certifications\n- Highlight relevant coursework, projects, or academic achievements\n- Include any certifications that match job requirements\n- Add relevant keywords in descriptions\n\n### 4. ATS Compatibility Rules\n- Use standard date formats (MM/YYYY or Month YYYY)\n- Spell out abbreviations at least once\n- Use standard job titles when possible\n- Include city, state format for locations\n- Avoid headers and footers\n- Use clear section breaks\n\n### 5. Quality Assurance\n- Ensure all information remains truthful and accurate\n- Maintain professional tone and readability\n- Verify keyword integration feels natural\n- Check that the resume tells a coherent career story\n- Ensure the final version would appeal to human recruiters\n\n## Output Format\nProvide the optimized resume in clean, ATS-friendly format with:\n\n1. **Optimization Summary**: Brief explanation of key changes made\n2. **Keyword Integration Report**: List of keywords incorporated and their placement\n3. **ATS Compatibility Score**: Your assessment of how well the resume will perform\n4. **Complete Optimized Resume**: Full restructured resume ready for application\n\n## Important Notes\n- Never fabricate experience, skills, or qualifications\n- Focus on reframing existing experience rather than inventing new content\n- Maintain the candidate's authentic voice and career narrative\n- Prioritize the most critical 15-20 keywords rather than trying to include everything\n- Balance ATS optimization with human readability\n\n\nRemember: The goal is to help qualified candidates get past initial ATS screening to reach human recruiters, not to misrepresent their qualifications.\n"
},
"promptType": "define"
},
"typeVersion": 2
},
{
"id": "397d0eb5-e605-452c-83db-bf09b776d5c7",
"name": "OpenRouter Chat Model2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"position": [
2460,
-140
],
"parameters": {
"model": "deepseek/deepseek-r1",
"options": {}
},
"credentials": {
"openRouterApi": {
"id": "YOUR_OPENROUTER_CRED_ID",
"name": "YOUR_OPENROUTER_CRED_NAME"
}
},
"typeVersion": 1
},
{
"id": "efe315eb-d796-4e23-8870-0bfad16f35b1",
"name": "스프레드시트 업데이트",
"type": "n8n-nodes-base.googleSheets",
"position": [
3120,
-360
],
"parameters": {
"columns": {
"value": {
"status": "draft",
"job_url": "={{ $('🧪 Extract Job Info').item.json.job_url }}",
"cover_letter": "={{ $json.output }}",
"tailored_resume": "={{ $('8️⃣Rewrite Resume').item.json.output }}"
},
"schema": [
{
"id": "id",
"type": "string",
"display": true,
"removed": true,
"required": false,
"displayName": "id",
"defaultMatch": true,
"canBeUsedToMatch": true
},
{
"id": "job_title",
"type": "string",
"display": true,
"required": false,
"displayName": "job_title",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "job_description",
"type": "string",
"display": true,
"required": false,
"displayName": "job_description",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "job_url",
"type": "string",
"display": true,
"required": false,
"displayName": "job_url",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "company",
"type": "string",
"display": true,
"required": false,
"displayName": "company",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "resume",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "resume",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "email",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "email",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "status",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "status",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "tailored_resume",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "tailored_resume",
"defaultMatch": false,
"canBeUsedToMatch": true
},
{
"id": "cover_letter",
"type": "string",
"display": true,
"removed": false,
"required": false,
"displayName": "cover_letter",
"defaultMatch": false,
"canBeUsedToMatch": true
}
],
"mappingMode": "defineBelow",
"matchingColumns": [
"status"
],
"attemptToConvertTypes": false,
"convertFieldsToString": false
},
"options": {},
"operation": "appendOrUpdate",
"sheetName": {
"__rl": true,
"mode": "list",
"value": 1612746852,
"cachedResultUrl": "YOUR_GOOGLE_SHEET_URL#gid=1612746852",
"cachedResultName": "update sheet"
},
"documentId": {
"__rl": true,
"mode": "list",
"value": "YOUR_GOOGLE_SHEET_ID",
"cachedResultUrl": "YOUR_GOOGLE_SHEET_URL",
"cachedResultName": "Job Search Automation Product Database"
}
},
"credentials": {
"googleSheetsOAuth2Api": {
"id": "YOUR_GOOGLE_SHEETS_CRED_ID",
"name": "YOUR_GOOGLE_SHEETS_CRED_NAME"
}
},
"typeVersion": 4.6
},
{
"id": "96617cf6-7968-4ca2-9fd4-9fecd78b1b9a",
"name": "📧Gmail",
"type": "n8n-nodes-base.gmail",
"position": [
3340,
-360
],
"webhookId": "YOUR_GMAIL_WEBHOOK_ID",
"parameters": {
"sendTo": "={{ $('Webhook').item.json.body.email }}",
"message": "=<html>\n <body style=\"font-family: Arial, sans-serif; line-height: 1.6; color: #333;\">\n <p>Hi,</p>\n <p>\n As requested, below are the Cover Letter and Tailored Resume\n with which you can apply for the \n <strong>{{ $json.cover_letter }}</strong> position at \n <strong>{{ $('🧪 Extract Job Info').item.json.company }}</strong>.\n </p>\n\n <hr style=\"margin: 20px 0;\">\n\n <p><strong>Your Cover Letter:</strong></p>\n <div style=\"background: #f9f9f9; padding: 10px; border: 1px solid #ccc;\">\n {{ $json.cover_letter }}\n </div>\n\n <hr style=\"margin: 20px 0;\">\n\n <p><strong>Your Tailored Resume:</strong></p>\n <div style=\"background: #f9f9f9; padding: 10px; border: 1px solid #ccc;\">\n {{ $json.tailored_resume }}\n </div>\n\n <hr style=\"margin: 20px 0;\">\n\n <p><strong>NEXT STEPS:</strong></p>\n <ul>\n <li>Review the cover letter and tailored resume to make sure you are satisfied.</li>\n <li>Then, copy and paste the materials into your email.</li>\n <li>Get the recruiter's details at the link below and send off your application.</li>\n </ul>\n\n <p>\n 🔗 <a href=\"{{ $('🧪 Extract Job Info').item.json.job_url }}\" target=\"_blank\" style=\"color: #1a0dab;\">\n View Job Posting on Adzuna\n </a>\n </p>\n\n <hr style=\"margin-top: 30px;\">\n </body>\n</html>\n",
"options": {
"appendAttribution": false,
"replyToSenderOnly": true
},
"subject": "=Job Application for {{ $('🧪 Extract Job Info').item.json.job_title }}"
},
"credentials": {
"gmailOAuth2": {
"id": "YOUR_GMAIL_CRED_ID",
"name": "YOUR_GMAIL_CRED_NAME"
}
},
"typeVersion": 2.1
},
{
"id": "ad39b65c-d383-446f-9b36-404d83a8d640",
"name": "Webhook 응답",
"type": "n8n-nodes-base.respondToWebhook",
"position": [
3540,
-360
],
"parameters": {
"options": {
"responseHeaders": {
"entries": [
{
"name": "Content-Type",
"value": "text/html"
}
]
}
},
"respondWith": "text",
"responseBody": "=Hi,\nAs requested, below are the Cover Letter and Tailored Resume with which you can apply for the {{ $('🧪 Extract Job Info').item.json.job_title }} position at {{ $('🧪 Extract Job Info').item.json.company }}.\n\nYour Cover Letter:\n{{ $('Upate sheets').item.json.cover_letter }}\n\nYour Tailored Resume:\n{{ $('Upate sheets').item.json.tailored_resume }}\n\nNEXT STEPS:\n* Review the cover letter and tailored resume to make sure you are satisfied.\n* Then, copy and paste the materials into your email.\n* Get the recruiter's details at the link below and send off your application.\n\n🔗 View Job Posting on Adzuna: {{ $('🧪 Extract Job Info').item.json.job_url }}\n\nThank you\nThe JobMonkey team"
},
"typeVersion": 1.4
},
{
"id": "486d3479-52a2-40e9-b4c9-7f3b3fde8915",
"name": "파일에서 추출",
"type": "n8n-nodes-base.extractFromFile",
"position": [
2000,
-600
],
"parameters": {
"options": {},
"operation": "pdf",
"binaryPropertyName": "data0"
},
"typeVersion": 1
},
{
"id": "65b7c9b6-c7aa-4547-a221-44e82eaf271d",
"name": "Sticky Note2",
"type": "n8n-nodes-base.stickyNote",
"position": [
840,
-340
],
"parameters": {
"color": 5,
"width": 860,
"height": 80,
"content": "## Step 2: Analyze Job, Match Resume to Job and Write a Customized Resume for the New Job=>\n"
},
"typeVersion": 1
},
{
"id": "68b96518-9cda-4135-bbd6-c0db2717fa4e",
"name": "Sticky Note3",
"type": "n8n-nodes-base.stickyNote",
"position": [
1100,
-580
],
"parameters": {
"color": 5,
"width": 620,
"height": 80,
"content": "## Step 1:Retrieve Job Data from adzuna.com Via API=>\n"
},
"typeVersion": 1
}
],
"active": true,
"pinData": {},
"settings": {
"timezone": "Africa/Lagos",
"callerPolicy": "workflowsFromSameOwner",
"executionOrder": "v1"
},
"versionId": "578986f5-de82-41ad-9530-b2755bed8fda",
"connections": {
"197d6478-9cbb-4dea-a3dc-e7264e48f247": {
"main": [
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}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급 - 인사
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이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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저자
Gerald Denor
@dominixaiGerald Akhidenor is an AI Automation Lead Creative with 5 years of experience in AI automation consultancy. He specializes in n8n and API integrations, driving innovative automation solutions. As founder of DominixAI, Gerald combines creative vision and technical expertise to streamline processes and boost efficiency through cutting-edge AI technologies. Website: https://dominixai.com JobMonkey: https://trafficabc.com/jobmonkey-application-generator/
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