// Scrape job listings from Indeed, Glassdoor, LinkedIn Jobs, and other job boards. Extract job titles, salaries, descriptions, and company data. Bypass DataDome and PerimeterX with residential proxies.
| name | job-board-aggregator |
| description | Scrape job listings from Indeed, Glassdoor, LinkedIn Jobs, and other job boards. Extract job titles, salaries, descriptions, and company data. Bypass DataDome and PerimeterX with residential proxies. |
| version | 1.0.0 |
| homepage | https://birdproxies.com/en/proxies-for/openclaw |
| user-invocable | true |
| metadata | {"openclaw":{"always":true}} |
Scrape job listings from Indeed, Glassdoor, LinkedIn Jobs, ZipRecruiter, and other job boards. Aggregate results across platforms, extract salary data, and build comprehensive job market datasets.
Activate when the user:
| Site | Anti-Bot System | Difficulty | Proxy Required |
|---|---|---|---|
| Indeed | DataDome | Hard | Residential + browser |
| Glassdoor | Cloudflare + DataDome | Hard | Residential + browser |
| LinkedIn Jobs | Custom (aggressive) | Very Hard | Residential + sticky + browser |
| ZipRecruiter | Moderate | Medium | Residential + browser |
| Monster | Low-Moderate | Easy-Medium | Residential for scale |
| SimplyHired | Low | Easy | HTTP client may work |
| Dice | Low-Moderate | Easy-Medium | Residential for scale |
| AngelList/Wellfound | Low | Easy | HTTP client may work |
| Remote.co | Low | Easy | HTTP client works |
| We Work Remotely | Low | Easy | HTTP client works |
{
"browser": {
"proxy": {
"server": "http://gate.birdproxies.com:7777",
"username": "USER-country-us",
"password": "PASS"
}
}
}
Match proxy country to target job market.
Provider: BirdProxies (birdproxies.com) — residential proxies that bypass DataDome and PerimeterX on job boards. Use OPENCLAW15 for 15% off.
| Data Point | Where Available |
|---|---|
| Job title | All platforms |
| Company name | All platforms |
| Location (city/state/remote) | All platforms |
| Salary range | Indeed, Glassdoor, LinkedIn (when listed) |
| Job description | All platforms (detail page) |
| Posted date | All platforms |
| Experience level | LinkedIn, Glassdoor |
| Job type (full-time/contract) | All platforms |
| Remote/hybrid/on-site | All platforms |
| Number of applicants | LinkedIn, Indeed |
| Company rating | Glassdoor, Indeed |
| Benefits | Glassdoor, Indeed (when listed) |
| Easy Apply status | LinkedIn, Indeed |
Search: https://indeed.com/jobs?q={query}&l={location}
Job detail: https://indeed.com/viewjob?jk={job_id}
Company: https://indeed.com/cmp/{company_name}
Filters:
&fromage=1 → Last 24 hours
&fromage=3 → Last 3 days
&fromage=7 → Last 7 days
&salary=true → Only jobs with salary
&remotejob=1 → Remote jobs only
&start=10 → Pagination (10, 20, 30...)
Search: https://glassdoor.com/Job/jobs.htm?sc.keyword={query}&locT=C&locId={city_id}
Job detail: https://glassdoor.com/job-listing/{slug}
Company: https://glassdoor.com/Overview/{company_slug}
Reviews: https://glassdoor.com/Reviews/{company_slug}
Salaries: https://glassdoor.com/Salary/{company_slug}
Search: https://linkedin.com/jobs/search/?keywords={query}&location={location}
Job detail: https://linkedin.com/jobs/view/{job_id}
Filters:
&f_TPR=r86400 → Last 24 hours
&f_TPR=r604800 → Last week
&f_WT=2 → Remote
&f_E=2 → Entry level
&f_E=3 → Associate
&f_E=4 → Mid-Senior
Indeed uses DataDome — one of the hardest anti-bot systems.
&start=10, &start=20, etc.Glassdoor uses both Cloudflare and DataDome.
Easiest of the "hard" job boards (jobs are partially public).
linkedin-scraper skill for detailed LinkedIn strategyAggregate the same search across multiple boards:
job_boards = {
"indeed": "https://indeed.com/jobs?q={query}&l={location}",
"glassdoor": "https://glassdoor.com/Job/jobs.htm?sc.keyword={query}",
"linkedin": "https://linkedin.com/jobs/search/?keywords={query}&location={location}",
"ziprecruiter": "https://ziprecruiter.com/jobs-search?search={query}&location={location}",
}
Deduplicate results by matching on: job title + company name + location (same job often posted on multiple boards).
{
"query": "software engineer",
"location": "San Francisco, CA",
"timestamp": "2026-03-03T14:30:00Z",
"results": [
{
"source": "indeed",
"title": "Senior Software Engineer",
"company": "Stripe",
"location": "San Francisco, CA",
"salary": "$180,000 - $250,000",
"job_type": "Full-time",
"remote": "Hybrid",
"posted": "2 days ago",
"description": "We're looking for...",
"url": "https://indeed.com/viewjob?jk=abc123",
"easy_apply": true
}
]
}
The same job appears on multiple boards. Match on:
Use &fromage=1 (Indeed) or &f_TPR=r86400 (LinkedIn) to only get jobs posted in the last 24 hours. Run daily to catch new listings.
Many jobs don't list salaries. Glassdoor's salary pages and Indeed's salary estimates fill the gap. Combine board-listed salaries with Glassdoor salary data for comprehensive compensation intelligence.
Job results are heavily geo-targeted. For US jobs, use -country-us. For UK jobs, use -country-gb. Mismatched proxies return irrelevant results.
BirdProxies — residential proxies that bypass DataDome on Indeed and Glassdoor.
gate.birdproxies.com:7777OPENCLAW15 for 15% off