Wellfound API Job Scraper | Extract Job and Startup Data

Extract comprehensive job listings, company data, and market insights from Wellfound (formerly AngelList) with this reliable Python-based scraper.

Features

• Complete job data extraction - Job descriptions, salaries, company info, and requirements
• Monitor Mode - Get only new jobs since your previous run with intelligent state management
• Multiple URL support - Works with search URLs, company pages, and direct job links
• Structured data output - JSON/CSV format with parsed compensation details
• Memory efficient - Runs on 128-512MB for cost-effective operation
• Proxy support - Built-in residential proxy configuration

Use Cases

For Recruiters

• Talent sourcing - Source candidates and track hiring trends across companies
• Competitive analysis - Monitor competitor compensation strategies and hiring patterns
• Market research - Research salary ranges and role requirements for benchmarking
• Automated monitoring - Set up daily alerts for new positions in target companies or specific roles

For Job Seekers

• Opportunity discovery - Find relevant opportunities across multiple companies and locations
• Market intelligence - Research salary ranges, role requirements, and company growth patterns
• Real-time alerts - Monitor specific roles or companies with automatic notifications for new postings
• Niche tracking - Track rare role combinations like "blockchain data engineer" or "ML engineer + remote"

For Researchers & Analysts

• Labor market analysis - Study hiring trends, skills demand, and compensation patterns
• Startup ecosystem research - Track technology adoption and employment patterns in startups
• Geographic insights - Compare job markets across different cities and regions
• Longitudinal studies - Monitor market changes over time with automated data collection

Monitor Mode Use Cases

Daily Job Hunting

• Monitor "remote software engineer jobs" every hour for immediate opportunities
• Get only new postings since your last check with zero duplicates
• Integrate with email, Slack, or Telegram for instant notifications

Company-Specific Tracking

• Track when target companies post new openings with company-specific URLs
• Monitor hiring patterns and get notified when dream companies have relevant roles
• Set up alerts for companies you're actively pursuing

Market Monitoring

• Track hiring trends in specific roles/locations over time
• Monitor job market activity and posting frequency
• Analyze compensation trends with historical data collection

Supported URLs

• Role searches: https://wellfound.com/role/r/full-stack-engineer
• Location searches: https://wellfound.com/location/san-francisco
• Combined searches: https://wellfound.com/role/l/data-scientist/san-francisco
• Company jobs: https://wellfound.com/company/instabase/jobs
• Direct job URLs: https://wellfound.com/jobs/3300751-founding-ai-engineer

Quick Start

Basic Configuration

{
  "urls": [
    "https://wellfound.com/role/r/full-stack-engineer",
    "https://wellfound.com/location/new-york",
    "https://wellfound.com/role/l/data-engineer/united-states"
  ],
  "pageLimit": 5,
  "onlyRemoteJobs": false
}

Monitor Mode Configuration

{
  "urls": ["https://wellfound.com/role/software-engineer"],
  "monitorMode": true,
  "pageLimit": 10, // for initialization (can be 0=unlimited as well), change to 1-3 for subsequent runs
  "onlyRemoteJobs": false
}

Input Parameters

Parameter	Type	Description	Default
urls	Array	Wellfound URLs to scrape	Required
pageLimit	Integer	Max pages per URL (0 = unlimited)	3
onlyRemoteJobs	Boolean	Filter remote positions only	false
sortBy	String	Sort criteria	"LAST_POSTED"
monitorMode	Boolean	Only return new jobs since last run	false
resetMonitorState	Boolean	Reset monitoring baseline	false
telegramUserId	String	Telegram user ID for notifications (monitor mode only)	Optional
telegramNotificationLimit	Integer	Max Telegram notifications per run (1-50)	10
proxyConfiguration	Object	Proxy settings	Optional

Output

Output for role, location, role+location and company jobs URLs

{
  "id": "2901541",
  "slug": "analyst-market-intelligence-ai",
  "title": "Analyst - Market Intelligence & AI",
  "company_name": "Obviant",
  "company_slug": "obviant-3",
  "company_size": "SIZE_1_10",
  "company_high_concept": "Data intelligence and AI tools for defense acquisition",
  "company_logo_url": "https://photos.wellfound.com/startups/i/9463089-3e910100752a44cb0f26b5227b2f19ff-medium_jpg.jpg?buster=1680532779",
  "company_badges": [
    "Top 10% of responders",
    "Responds within two weeks",
    "Early Stage"
  ],
  "job_type": "full-time",
  "remote": true,
  "location_names": [
    "Arlington"
  ],
  "compensation": "$60k – $110k • 0.25% – 0.75%",
  "compensation_parsed": {
    "compensation_raw": "$60k - $110k • 0.25% - 0.75%",
    "base_salary": {
      "currency": "USD",
      "unit": "YEAR",
      "min_value": 60000.0,
      "max_value": 110000.0
    },
    "equity": {
      "min_percentage": 0.25,
      "max_percentage": 0.75,
      "has_equity": true
    }
  },
  "base_salary": {
    "currency": "USD",
    "unit": "YEAR",
    "min_value": 60000.0,
    "max_value": 110000.0
  },
  "estimated_salary": null,
  "equity": null,
  "equity_parsed": {
    "min_percentage": 0.25,
    "max_percentage": 0.75,
    "has_equity": true
  },
  "description": "Obviant is building a data source of truth and AI tools for defense acquisition. The defense market is surging, but the data that drives it hasn’t kept up. Companies, government, and investors are forced to perform heavily manual processes and piecing together hundreds of disparate sources to make decisions. Obviant fuses information from thousands of sources – structured + unstructured – to provide a cohesive picture of budget, programs, the organizations running them, and much more. Whether it’s a company navigating GTM or a program manager developing capabilities, we’re providing all sides with the intelligence they need to execute effectively.\n\nWe’re growing fast and backed by top funds and DoD/national security veterans.\n\nWe believe that public sector mission sets matter above anything else. If you feel the same way, we’d love for you to join us.\n\n**What We’re Looking For**   \nSomeone with strong analytical and research skills to lead our information/data strategy and deliver for our customers. Think of this role as a jack of all trades with both tactical and strategic elements to it. Your work will help lay the foundation for our product and you’ll get to see it come to fruition.\n\nYou’ll be one of the first hires on our team, get in on the ground floor, and have sizable ownership. As we grow, ideally you will too, both in the skills that you acquire as well as responsibilities.\n\n**The Day-To-Day**\n\n- Your job will be to conduct exhaustive research, identify new sources for us to collect, and draw connections between information. You'll quarterback all things OSINT for us.\n- You’ll be responsible for researching, collecting, and analyzing information to derive both qualitative and quantitative conclusions\n- Conducting complex analysis + setting up frameworks and repeatable processes based on those learnings\n- Take learnings from your information collection processes to set the foundation for all things data and AI for our product\n- Work collaboratively with our engineering team to determine what software features to build, and be part of shipping product\n- Be the go-to person for our customers - top defense tech companies - understanding their needs and then executing on them\n\n**What You’ve Done That We’d Love**\n\n- Experience solving difficult problems in a methodical way, setting up repeatable systems to replicate, then moving on to the next task\n- Background working in government contracting, military/intel, govtech, or civilian government. (Though not required.)\n- You’re relentlessly customer focused and enjoy interacting with end users. You have a strong sense of empathy, making their problems your own, then solving them.\n- You obsess over details but focus on the outcome\n- Comfort with ambiguity\n- Desire to work in a fast-paced, startup environment or experience working at startups previously\n\n**Our Working Style – Why We Might Work Well Together**\n\n- **You care about government & are mission-oriented** - Our work is important, and is critical to improving a system that impacts us all.\n- **Perseverance and endurance** - Hard problems are worth solving, and solving them can take a long time. There is no such thing as exhausting all options, it’s just time to look for new ones.\n- **Empowerment \\> micro-management** – We’re building a culture of high-performers. Our job is to equip them with what they need and eliminate roadblocks for them to succeed. We trust their judgment, skills, and experience from there.\n- **We’re collaborative and communicate well** - Constructive dialogue that takes all viewpoints into account is the only way we get to the right decision. Respect, trust, and complete transparency with each other is critical - keep it all in the open\n- **You’re really good at what you do… but it speaks for itself** – High output, no ego. Being humble is _extremely_ important to us\n- **You don’t mind change and are comfortable with uncertainty** - We’re deliberate about setting goals, but we’re comfortable changing course and dealing with discomfort to get there. We’re still figuring things out, and that demands being flexible and iterative.\n- **Work doesn’t feel like “work” to you** – We’re passionate about what we’re going after, and we devote more time to it than a typical 9-5. That often means putting in extra time at night and occasionally on weekends. However, maintaining your own personal balance comes above all else, and you should establish that however you need to - flexible schedule, taking advantage of time off, or anything else you need.\n- **You like to move fast and have a bias towards action** - Our roadmap is directional at this stage - speed and a feeling of urgency is key to prove it out. We expect each other to proactively determine what needs to get done and go for it.\n- **Integrity is never negotiable** – Transparency, honesty, and respect comes above all else.\n\n**Benefits & Structure**\n\n- We’re a tight-knit team headquartered in Arlington, VA. We work in the office together most days, and believe being in the same place is a competitive advantage\n- Flexible schedule - We all have other things going on in our lives. Doctor visits, kids’ activities, dog walks - take care of it whenever you have to. And work from home when you need to.\n- Competitive compensation + Sizeable equity - We’re building something with massive upside potential, and you’ll have ownership in that. This is ours.\n- Flexible vacation time - Use what you want, as long as you’re taking care of what needs to get done.\n- Full health, dental, and vision insurance\n- And more…\n",
  "description_snippet": "",
  "live_start_at": 1744682651,
  "live_start_at_readable": "2025-04-15 02:04:11 UTC",
  "live_start_at_days_ago": 79,
  "years_experience_min": 1,
  "years_experience_max": null,
  "primary_role_title": "Data Analyst",
  "is_bookmarked": false,
  "ats_source": "AtsIntegration::Ashby::Listing",
  "auto_posted": false,
  "url": "https://wellfound.com/company/obviant-3/jobs/analyst-market-intelligence-ai",
  "source_url": "https://wellfound.com/role/artificial-intelligence-engineer",
  "source_url_type": "role",
  "source_role_slug": "artificial-intelligence-engineer",
  "source_location_slug": null
}

Output for job detail URLs

{
  "id": "2901541",
  "slug": "analyst-market-intelligence-ai",
  "title": "Analyst - Market Intelligence & AI",
  "company_name": "Obviant",
  "company_slug": "obviant-3",
  "company_badges": [],
  "job_type": "full_time",
  "remote": true,
  "location_names": [
    "Arlington"
  ],
  "accepted_remote_location_names": [
    "United States"
  ],
  "compensation": "$60k – $110k • 0.25% – 0.75%",
  "compensation_parsed": {
    "compensation_raw": "$60k - $110k • 0.25% - 0.75%",
    "base_salary": {
      "currency": "USD",
      "unit": "YEAR",
      "min_value": 60000.0,
      "max_value": 110000.0
    },
    "equity": {
      "min_percentage": 0.25,
      "max_percentage": 0.75,
      "has_equity": true
    }
  },
  "base_salary": {
    "currency": "USD",
    "unit": "YEAR",
    "min_value": 60000.0,
    "max_value": 110000.0
  },
  "estimated_salary": null,
  "equity": "0.25% – 0.75%",
  "equity_parsed": {
    "min_percentage": 0.25,
    "max_percentage": 0.75,
    "has_equity": true
  },
  "description_snippet": "<ul>\n<li>Your job will be to conduct exhaustive research, identify new sources for us to collect, and draw connections between information. You&#39;ll quarterback all things OSINT for us.</li>\n<li>You’ll be responsible for researching, collecting, and analyzing information to derive both qualitative and quantitative conclusions</li>\n</ul>\n",
  "live_start_at": 1744682651,
  "live_start_at_readable": "2025-04-15 02:04:11 UTC",
  "live_start_at_days_ago": 80,
  "years_experience_min": 1,
  "years_experience_max": null,
  "primary_role_title": "Data Analyst",
  "primary_role_parent": "Other",
  "is_bookmarked": false,
  "ats_source": "AtsIntegration::Ashby::Listing",
  "auto_posted": false,
  "public": true,
  "current_user_applied": false,
  "uses_estimated_salary": false,
  "url": "https://wellfound.com/company/obviant-3/jobs/analyst-market-intelligence-ai",
  "remote_config_kind": "ONSITE",
  "has_recruiting_contact": true,
  "coworkers_count": 0,
  "scraped_at": "2025-07-04T06:45:36.817741+00:00",
  "description": "Obviant is building a data source of truth and AI tools for defense acquisition. The defense market is surging, but the data that drives it hasn’t kept up. Companies, government, and investors are forced to perform heavily manual processes and piecing together hundreds of disparate sources to make decisions. Obviant fuses information from thousands of sources – structured + unstructured – to provide a cohesive picture of budget, programs, the organizations running them, and much more. Whether it’s a company navigating GTM or a program manager developing capabilities, we’re providing all sides with the intelligence they need to execute effectively.\n\nWe’re growing fast and backed by top funds and DoD/national security veterans.\n\nWe believe that public sector mission sets matter above anything else. If you feel the same way, we’d love for you to join us.\n\n**What We’re Looking For**   \nSomeone with strong analytical and research skills to lead our information/data strategy and deliver for our customers. Think of this role as a jack of all trades with both tactical and strategic elements to it. Your work will help lay the foundation for our product and you’ll get to see it come to fruition.\n\nYou’ll be one of the first hires on our team, get in on the ground floor, and have sizable ownership. As we grow, ideally you will too, both in the skills that you acquire as well as responsibilities.\n\n**The Day-To-Day**\n\n- Your job will be to conduct exhaustive research, identify new sources for us to collect, and draw connections between information. You'll quarterback all things OSINT for us.\n- You’ll be responsible for researching, collecting, and analyzing information to derive both qualitative and quantitative conclusions\n- Conducting complex analysis + setting up frameworks and repeatable processes based on those learnings\n- Take learnings from your information collection processes to set the foundation for all things data and AI for our product\n- Work collaboratively with our engineering team to determine what software features to build, and be part of shipping product\n- Be the go-to person for our customers - top defense tech companies - understanding their needs and then executing on them\n\n**What You’ve Done That We’d Love**\n\n- Experience solving difficult problems in a methodical way, setting up repeatable systems to replicate, then moving on to the next task\n- Background working in government contracting, military/intel, govtech, or civilian government. (Though not required.)\n- You’re relentlessly customer focused and enjoy interacting with end users. You have a strong sense of empathy, making their problems your own, then solving them.\n- You obsess over details but focus on the outcome\n- Comfort with ambiguity\n- Desire to work in a fast-paced, startup environment or experience working at startups previously\n\n**Our Working Style – Why We Might Work Well Together**\n\n- **You care about government & are mission-oriented** - Our work is important, and is critical to improving a system that impacts us all.\n- **Perseverance and endurance** - Hard problems are worth solving, and solving them can take a long time. There is no such thing as exhausting all options, it’s just time to look for new ones.\n- **Empowerment \\> micro-management** – We’re building a culture of high-performers. Our job is to equip them with what they need and eliminate roadblocks for them to succeed. We trust their judgment, skills, and experience from there.\n- **We’re collaborative and communicate well** - Constructive dialogue that takes all viewpoints into account is the only way we get to the right decision. Respect, trust, and complete transparency with each other is critical - keep it all in the open\n- **You’re really good at what you do… but it speaks for itself** – High output, no ego. Being humble is _extremely_ important to us\n- **You don’t mind change and are comfortable with uncertainty** - We’re deliberate about setting goals, but we’re comfortable changing course and dealing with discomfort to get there. We’re still figuring things out, and that demands being flexible and iterative.\n- **Work doesn’t feel like “work” to you** – We’re passionate about what we’re going after, and we devote more time to it than a typical 9-5. That often means putting in extra time at night and occasionally on weekends. However, maintaining your own personal balance comes above all else, and you should establish that however you need to - flexible schedule, taking advantage of time off, or anything else you need.\n- **You like to move fast and have a bias towards action** - Our roadmap is directional at this stage - speed and a feeling of urgency is key to prove it out. We expect each other to proactively determine what needs to get done and go for it.\n- **Integrity is never negotiable** – Transparency, honesty, and respect comes above all else.\n\n**Benefits & Structure**\n\n- We’re a tight-knit team headquartered in Arlington, VA. We work in the office together most days, and believe being in the same place is a competitive advantage\n- Flexible schedule - We all have other things going on in our lives. Doctor visits, kids’ activities, dog walks - take care of it whenever you have to. And work from home when you need to.\n- Competitive compensation + Sizeable equity - We’re building something with massive upside potential, and you’ll have ownership in that. This is ours.\n- Flexible vacation time - Use what you want, as long as you’re taking care of what needs to get done.\n- Full health, dental, and vision insurance\n- And more…\n",
  "description_html": "<p>Obviant is building a data source of truth and AI tools for defense acquisition. The defense market is surging, but the data that drives it hasn’t kept up. Companies, government, and investors are forced to perform heavily manual processes and piecing together hundreds of disparate sources to make decisions. Obviant fuses information from thousands of sources – structured + unstructured – to provide a cohesive picture of budget, programs, the organizations running them, and much more. Whether it’s a company navigating GTM or a program manager developing capabilities, we’re providing all sides with the intelligence they need to execute effectively.</p>\n\n<p>We’re growing fast and backed by top funds and DoD/national security veterans.</p>\n\n<p>We believe that public sector mission sets matter above anything else. If you feel the same way, we’d love for you to join us.</p>\n\n<p><strong>What We’re Looking For</strong><br><br>\nSomeone with strong analytical and research skills to lead our information/data strategy and deliver for our customers. Think of this role as a jack of all trades with both tactical and strategic elements to it. Your work will help lay the foundation for our product and you’ll get to see it come to fruition.</p>\n\n<p>You’ll be one of the first hires on our team, get in on the ground floor, and have sizable ownership. As we grow, ideally you will too, both in the skills that you acquire as well as responsibilities.</p>\n\n<p><strong>The Day-To-Day</strong></p>\n\n<ul>\n<li>Your job will be to conduct exhaustive research, identify new sources for us to collect, and draw connections between information. You&#39;ll quarterback all things OSINT for us.</li>\n<li>You’ll be responsible for researching, collecting, and analyzing information to derive both qualitative and quantitative conclusions</li>\n<li>Conducting complex analysis + setting up frameworks and repeatable processes based on those learnings</li>\n<li>Take learnings from your information collection processes to set the foundation for all things data and AI for our product</li>\n<li>Work collaboratively with our engineering team to determine what software features to build, and be part of shipping product</li>\n<li>Be the go-to person for our customers - top defense tech companies - understanding their needs and then executing on them</li>\n</ul>\n\n<p><strong>What You’ve Done That We’d Love</strong></p>\n\n<ul>\n<li>Experience solving difficult problems in a methodical way, setting up repeatable systems to replicate, then moving on to the next task</li>\n<li>Background working in government contracting, military/intel, govtech, or civilian government. (Though not required.)</li>\n<li>You’re relentlessly customer focused and enjoy interacting with end users. You have a strong sense of empathy, making their problems your own, then solving them.</li>\n<li>You obsess over details but focus on the outcome</li>\n<li>Comfort with ambiguity</li>\n<li>Desire to work in a fast-paced, startup environment or experience working at startups previously</li>\n</ul>\n\n<p><strong>Our Working Style – Why We Might Work Well Together</strong></p>\n\n<ul>\n<li><strong>You care about government &amp; are mission-oriented</strong> - Our work is important, and is critical to improving a system that impacts us all.</li>\n<li><strong>Perseverance and endurance</strong> - Hard problems are worth solving, and solving them can take a long time. There is no such thing as exhausting all options, it’s just time to look for new ones.</li>\n<li><strong>Empowerment &gt; micro-management</strong> – We’re building a culture of high-performers. Our job is to equip them with what they need and eliminate roadblocks for them to succeed. We trust their judgment, skills, and experience from there.</li>\n<li><strong>We’re collaborative and communicate well</strong> - Constructive dialogue that takes all viewpoints into account is the only way we get to the right decision. Respect, trust, and complete transparency with each other is critical - keep it all in the open</li>\n<li><strong>You’re really good at what you do… but it speaks for itself</strong> – High output, no ego. Being humble is <u>extremely</u> important to us</li>\n<li><strong>You don’t mind change and are comfortable with uncertainty</strong> - We’re deliberate about setting goals, but we’re comfortable changing course and dealing with discomfort to get there. We’re still figuring things out, and that demands being flexible and iterative.</li>\n<li><strong>Work doesn’t feel like “work” to you</strong> – We’re passionate about what we’re going after, and we devote more time to it than a typical 9-5. That often means putting in extra time at night and occasionally on weekends. However, maintaining your own personal balance comes above all else, and you should establish that however you need to - flexible schedule, taking advantage of time off, or anything else you need.</li>\n<li><strong>You like to move fast and have a bias towards action</strong> - Our roadmap is directional at this stage - speed and a feeling of urgency is key to prove it out. We expect each other to proactively determine what needs to get done and go for it.</li>\n<li><strong>Integrity is never negotiable</strong> – Transparency, honesty, and respect comes above all else.</li>\n</ul>\n\n<p><strong>Benefits &amp; Structure</strong></p>\n\n<ul>\n<li>We’re a tight-knit team headquartered in Arlington, VA. We work in the office together most days, and believe being in the same place is a competitive advantage</li>\n<li>Flexible schedule - We all have other things going on in our lives. Doctor visits, kids’ activities, dog walks - take care of it whenever you have to. And work from home when you need to.</li>\n<li>Competitive compensation + Sizeable equity - We’re building something with massive upside potential, and you’ll have ownership in that. This is ours.</li>\n<li>Flexible vacation time - Use what you want, as long as you’re taking care of what needs to get done.</li>\n<li>Full health, dental, and vision insurance</li>\n<li>And more…</li>\n</ul>\n",
  "description_type": "markdown",
  "responsibilities": "",
  "requirements": "",
  "skills": [
    "Business Intelligence",
    "Data Analysis",
    "Market Research",
    "Artificial Intelligence",
    "Business Analysis",
    "Research",
    "Logical Reasoning"
  ],
  "benefits": "",
  "team_size": null,
  "department": null,
  "seniority_level": null,
  "title_expanded": "Analyst - Market Intelligence & AI at Obviant • Arlington • Remote (Work from Home)",
  "source": "ATS",
  "is_live": true,
  "allow_relocation": true,
  "relocation_assistance": false,
  "reposted": true,
  "company_location_names": [
    "Arlington"
  ],
  "visa_sponsorship": false,
  "last_responded_at": 1750403900,
  "posted_at_timestamp": 1744682651,
  "company_website": "https://www.obviant.com",
  "company_logo": "https://photos.wellfound.com/startups/i/9463089-3e910100752a44cb0f26b5227b2f19ff-medium_jpg.jpg?buster=1680532779",
  "company_location": [
    {
      "type": "Place",
      "latitude": 38.88,
      "longitude": -77.1068,
      "locality": "Arlington",
      "region": "Virginia",
      "country": "United States"
    }
  ],
  "industry": "Defense, Governments, Government Innovation, and Federal Government",
  "direct_application": true,
  "posted_at": "2025-04-15T02:04:11Z",
  "locations": [
    {
      "type": "Place",
      "latitude": 38.88,
      "longitude": -77.1068,
      "locality": "Arlington",
      "region": "Virginia",
      "country": "United States"
    }
  ],
  "job_location_type": "TELECOMMUTE",
  "employment_type": "FULL_TIME",
  "applicant_location_requirements": {
    "type": "Country",
    "name": "United States"
  },
  "months_experience_min": 12,
  "remote_config": {
    "collaboration_end_at": null,
    "collaboration_start_at": null,
    "collaboration_time_zone": null,
    "hiring_time_zones": [],
    "id": "145860",
    "kind": "ONSITE",
    "wfh_flexible": true
  },
  "startup_details": {
    "company_description": "<p>Obviant focuses on Defense, Governments, Government Innovation, and Federal Government. Their company has offices in Arlington. They have a small team that&#39;s between 1-10 employees.</p>\n<p>You can view their website at <a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https://www.obviant.com\">https://www.obviant.com</a>  or find them on <a target=\"_blank\" rel=\"nofollow noopener noreferrer\" href=\"https://www.linkedin.com/company/obviant/\">LinkedIn</a>.</p>",
    "company_high_concept": "Data intelligence and AI tools for defense acquisition",
    "industry": null,
    "company_size": null,
    "stage": null,
    "website": null,
    "location": null,
    "funding_info": {},
    "perks": [],
    "culture_media_uploads": []
  },
  "coworkers": [],
  "similar_jobs": [
    {
      "id": "3272361",
      "title": "Artificial Intelligence/Machine Learning (AI/ML) Engineer",
      "slug": "artificial-intelligence-machine-learning-ai-ml-engineer",
      "company_name": "Obviant",
      "company_slug": "obviant-3",
      "company_high_concept": "Data intelligence and AI tools for defense acquisition",
      "company_logo_url": "https://photos.wellfound.com/startups/i/9463089-3e910100752a44cb0f26b5227b2f19ff-medium_jpg.jpg?buster=1680532779",
      "compensation": "$140k – $200k",
      "equity": null,
      "job_type": "full_time",
      "remote": true,
      "location_names": [
        "Arlington"
      ],
      "accepted_remote_location_names": [
        "United States"
      ],
      "years_experience_min": 5,
      "years_experience_max": null,
      "live_start_at": 1744861343,
      "is_bookmarked": false,
      "current_user_applied": false,
      "auto_posted": false,
      "ats_source": "AtsIntegration::Ashby::Listing",
      "description_snippet": "<ul>\n<li>You’ll design and implement models tackling complex, domain-specific challenges in taxonomy extraction/generation, entity resolution, and pattern recognition</li>\n<li>Develop multi-class classification systems</li>\n</ul>\n",
      "url": "https://wellfound.com/company/obviant-3/jobs/artificial-intelligence-machine-learning-ai-ml-engineer",
      "remote_config": {
        "id": "212736",
        "kind": "ONSITE"
      }
    },
    {
      "id": "3326277",
      "title": "Data Analyst Intern",
      "slug": "data-analyst-intern",
      "company_name": "CNT Logistic",
      "company_slug": "cnt-logistic-1",
      "company_high_concept": "Fast, Reliable & Stress-Free Auto Transport Services",
      "company_logo_url": "https://photos.wellfound.com/startups/i/10583139-d522fddbeba140ec5895f5847973be0d-medium_jpg.jpg?buster=1750842001",
      "compensation": "$95k – $110k • No equity",
      "equity": "No equity",
      "job_type": "internship",
      "remote": true,
      "location_names": [
        "Alabama",
        "Atlanta",
        "Austin",
        "Baltimore",
        "Boston",
        "Boulder",
        "California",
        "Chicago",
        "Cincinnati",
        "Cleveland",
        "Columbus",
        "Dallas",
        "Delaware",
        "Denver",
        "Detroit",
        "Houston",
        "Indianapolis",
        "Kansas City",
        "Los Angeles",
        "Louisville",
        "Miami",
        "Milwaukee",
        "Missouri",
        "New York City",
        "North Carolina",
        "Ohio",
        "Pennsylvania",
        "Philadelphia",
        "Phoenix",
        "Portland",
        "Reno",
        "San Diego",
        "Seattle",
        "Tennessee",
        "Texas",
        "Utah",
        "Virginia",
        "Washington DC",
        "San Francisco",
        "San Jose",
        "Berkeley",
        "Vancouver",
        "Florida",
        "Mountain View",
        "Sunnyvale",
        "Las Vegas",
        "Massachusetts",
        "Vermont",
        "Connecticut",
        "Santa Monica",
        "Oakland",
        "New Jersey",
        "Orange County",
        "Santa Barbara",
        "Salt Lake City",
        "Oregon",
        "Washington",
        "Colorado",
        "Pittsburgh",
        "Illinois",
        "Santa Clara",
        "Reston",
        "Kentucky",
        "Menlo Park",
        "Michigan",
        "Georgia",
        "Calgary",
        "Wisconsin",
        "Los Altos",
        "Southern California",
        "Arizona",
        "Idaho",
        "Raleigh",
        "Rochester",
        "Hawaii",
        "Syracuse",
        "Orlando",
        "Maryland",
        "Indiana",
        "New York",
        "Brooklyn",
        "Walnut Creek",
        "Gainesville",
        "Stanford",
        "Fremont",
        "Arlington",
        "Birmingham",
        "Tampa",
        "Colorado Springs",
        "Princeton",
        "Redmond",
        "Memphis",
        "Redwood City",
        "West Palm Beach",
        "Fort Worth",
        "South Carolina",
        "Fort Lauderdale",
        "Bloomington",
        "Greenville",
        "Cupertino",
        "Fairfax",
        "Pleasanton",
        "Tempe",
        "Kirkland",
        "Virginia Beach",
        "Richmond",
        "Grand Rapids",
        "Kansas City",
        "Santa Cruz",
        "Alexandria",
        "Lakewood",
        "Culver City",
        "Los Gatos",
        "Victoria",
        "Jersey City",
        "Tacoma",
        "Alameda",
        "Columbia",
        "Greensboro",
        "Plano",
        "Somerville",
        "Boise",
        "Spokane",
        "Concord",
        "Northern California",
        "California City",
        "Richardson",
        "Buffalo",
        "San Francisco Bay Area",
        "Los Angeles County"
      ],
      "accepted_remote_location_names": [
        "New York City",
        "United States"
      ],
      "years_experience_min": 0,
      "years_experience_max": null,
      "live_start_at": 1751533758,
      "is_bookmarked": false,
      "current_user_applied": false,
      "auto_posted": false,
      "ats_source": null,
      "description_snippet": "<ul>\n<li>Data Collection and Preparation: Gathering, cleaning, and organizing raw data from various sources. </li>\n<li>Data Analysis: Identifying trends and patterns, performing statistical analysis, and interpreting data sets. </li>\n</ul>\n",
      "url": "https://wellfound.com/company/cnt-logistic-1/jobs/data-analyst-intern",
      "remote_config": {
        "id": "224904",
        "kind": "ONSITE_OR_REMOTE"
      }
    }
  ],
  "source_url": "https://wellfound.com/company/obviant-3/jobs/analyst-market-intelligence-ai",
  "source_url_type": "company_job_detail",
  "source_role_slug": "obviant-3",
  "source_location_slug": "analyst-market-intelligence-ai"
}

Monitor Mode

Monitor Mode enables efficient tracking of new job listings by maintaining a baseline of previously seen jobs. Perfect for automated job alerts and market monitoring without duplicate results.

How It Works

1. Initial Run: Establishes baseline of all current job IDs for the specified URL
2. Subsequent Runs: Returns only genuinely new listings not in the stored baseline
3. Automatic Updates: Baseline is updated with each run to include newly discovered jobs
4. State Persistence: Monitor state is automatically saved between runs

Configuration

Single URL Limitation: Monitor mode supports only one URL per run for optimal performance

Recommended Settings:

• pageLimit: 1-3 pages (new jobs appear on first pages)
• Schedule: Every few hours for optimal coverage vs efficiency
• Integration: Perfect for webhooks and notification services

Monitor Mode Parameters

monitorMode

• Type: Boolean, Default: false
• Description: Enable monitor mode to only return new listings since last run
• Constraint: Only one URL allowed when enabled

resetMonitorState

• Type: Boolean, Default: false
• Description: Reset stored monitoring state for all URLs (forces re-initialization)
• Use case: Re-establish baseline after significant time gaps
• Constraints: Only one URL allowed when enabled

Example - Reset and restart monitoring:

{
  "urls": ["https://wellfound.com/role/software-engineer"],
  "monitorMode": true,
  "resetMonitorState": true,
  "pageLimit": 3
}

Telegram Notifications

Get instant notifications for new job listings directly in Telegram. Perfect for real-time job hunting and market monitoring.

Setup Steps:

1. Get your Telegram User ID: Message @userinfobot on Telegram
2. Message our bot first: Send any message to @clearpath_api_bot (required for notifications to work)
3. Add your User ID: Include telegramUserId in your configuration

Example with Telegram notifications:

{
  "urls": ["https://wellfound.com/role/software-engineer"],
  "monitorMode": true,
  "pageLimit": 2,
  "telegramUserId": "123456789",
  "telegramNotificationLimit": 5
}

Features:

• Rich formatted messages with job details, company logos, and direct links
• Configurable notification limits (1-50 per run) to prevent spam
• Summary messages when hitting notification limits
• Works exclusively in monitor mode for new listings only

Typical Monitor Workflow

1. Initial Setup: Configure monitoring URL with appropriate pageLimit (1-3 recommended)
2. Telegram Setup (Optional): Get User ID from @userinfobot, message @clearpath_api_bot
3. Automation: Schedule daily/hourly runs using Apify Schedules or external cron
4. Integration: Connect with notification services via webhooks, Zapier, or direct API
5. Maintenance: Minimal oversight required - monitor mode handles state automatically

Pricing

Pay-per-result pricing: $0.10 per 1,000 jobs extracted

• Only pay for successfully extracted jobs
• No platform usage fees
• Free tier includes $5 credits (50,000 jobs)

API Integration

Python Example

from apify_client import ApifyClient

client = ApifyClient("your_token")

run = client.actor("wellfound-scraper").call({
    "urls": ["https://wellfound.com/role/r/full-stack-engineer"],
    "pageLimit": 10
})

for job in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{job['title']} at {job['company_name']}")

JavaScript Example

import { ApifyApi } from 'apify-client';

const client = new ApifyApi({ token: 'your_token' });

const run = await client.actor('wellfound-scraper').call({
  urls: ["https://wellfound.com/location/new-york"],
  onlyRemoteJobs: true
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Found ${items.length} remote jobs`);

Advanced Usage

Monitor Multiple Companies

{
  "urls": [
    "https://wellfound.com/company/zapier/jobs",
    "https://wellfound.com/company/instabase/jobs",
    "https://wellfound.com/company/benchling/jobs"
  ],
  "pageLimit": 0
}

Geographic Market Analysis

{
  "urls": [
    "https://wellfound.com/location/san-francisco",
    "https://wellfound.com/location/new-york",
    "https://wellfound.com/location/london"
  ],
  "pageLimit": 20
}

Data Export

Export results in multiple formats:

• JSON - Structured data for programmatic use
• CSV - Spreadsheet analysis and reporting
• Excel - Advanced data manipulation

Automation

Set up automated data collection:

• Scheduled runs - Daily, weekly, or monthly extraction
• Webhooks - Real-time notifications for new data
• API integration - Connect with existing tools and workflows

Technical Requirements

• Memory: 128-512MB recommended
• Proxy: Residential proxies recommended for best results
• Rate limits: Built-in request management and delays

FAQ

Q: What job data is extracted?

A: Job title, description, company info, salary ranges, location, requirements, skills, and posting dates.

Q: How many jobs can I extract?

A: Unlimited. Set pageLimit: 0 to extract all available results from your URLs.

Q: Can I track specific companies?

A: Yes, use company-specific URLs like /company/name/jobs to monitor individual companies.

Q: Is the data real-time?

A: Data reflects current job postings on Wellfound at the time of extraction.

Q: What about rate limiting?

A: The scraper includes built-in delays and proxy rotation to handle rate limits automatically. Do not disable the proxy, as otherwise the scraper cannot reliably function.

Q: What formats can I export the data in?

A: Results are available in JSON, CSV, and Excel formats directly from the Apify platform, or accessible via API for custom integrations.

Q: Can I integrate this with my existing recruitment tools?

A: Absolutely! Use our REST API, webhooks, or popular integration platforms like Zapier and Make to connect with ATS systems, CRMs, and other recruitment tools.

Getting Started Guide

Step 1: Create Your Account

1. Sign up for Apify here
2. No credit card required for free tier
3. $5 free credits to get started

Step 2: Configure Your Search

1. Visit Wellfound and set up your ideal search filters
2. Copy the URL from your browser
3. Paste into the actor with any additional parameters

Step 3: Run and Monitor

1. Click "Start" to begin extraction
2. Monitor progress in real-time
3. Download results as JSON, CSV, or Excel
4. Set up automation for continuous monitoring

Step 4: Integrate and Automate

1. Use Apify API for custom integrations
2. Schedule regular runs for market monitoring
3. Set up webhooks for real-time notifications
4. Connect with your tools via Zapier, Make, or direct API

Support

• 📧 Email: max@mapa.slmail.me
• 📖 Documentation: Complete guides and examples
• 🔧 Issues: Use GitHub issues for technical questions

Legal

This scraper extracts publicly available job data from Wellfound. Users must comply with Wellfound's terms of service and applicable data protection regulations.

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🚀 Start Extracting Jobs