Job Scam Detector & Trust Score for Job Postings

Job data with a correctness guarantee: per-field confidence, ghost-job filtering and cross-source dedup — never silently wrong, duplicated or expired. Reaches LinkedIn and ATS boards cookieless, gets through Cloudflare/DataDome, self-healing on layout shifts. Built on the data.hilgard.cz engine.

Career Jobs Scraper API

orgupdate/career-jobs-scraper-api

Our Indeed, LinkedIn, and Google Jobs Scraper rolled into one. The most advanced enterprise-grade Career Jobs Scraper API. This job scraper API extracts real-time job postings at scale from any active job search results worldwide.

Pay Band Calculator — Salary Ranges from Your Own Job Data

northbell/pay-band-calculator

Salary bands from job data you already have: median and p10-p90 yearly pay by department, seniority, title or location, split by currency. Give numbers or whole posting text; bonuses are not read as pay. For pay equity and offers. No scraping.

Check if a company sponsors H-1B visas. Adds U.S. Department of Labor H-1B filing history (LCAs by fiscal year, certified rate, top job titles, median offered wage) and a 0-100 sponsor score to company names or any LinkedIn, Indeed or jobs dataset. For job seekers, recruiters and job boards.

Ghost Job Detector — Stale, Reposted & Evergreen Job Check

northbell/ghost-job-detector

Check job data you already have for ghost jobs: open too long, reposted, re-dated, evergreen wording, closed but still listed, no pay. Every job gets a 0-100 score and the reason for each point, quoted from the posting. Works on any job scraper's rows. Nothing is scraped.

LinkedIn Jobs Scraper

reefapi/linkedin-jobs-scraper

Scrape LinkedIn job postings as clean JSON — search jobs by keyword, location, date posted, experience, job type, workplace, salary, company and industry, plus full job detail, company profiles, jobs-by-company and similar jobs. No LinkedIn login needed. Job postings only, no personal data.

Check YouTube titles, descriptions, tags and scripts for words that can get a video demonetized, before you upload. For creators, editors and AI script tools. Flags profanity, violence, adult, drugs, firearms and sensitive topics, with likely ad state (yellow or red $), quote, timestamp and a fix.

Indeed Job Scraper

shahidirfan/Indeed-Job-Scraper

Extract job listings from Indeed with job titles, company names, salaries, locations, descriptions, employment types, posting dates, and application URLs. Ideal for job market research, recruitment analytics, salary benchmarking, hiring trends, lead generation, and workforce insights.

Clean, deduplicate, normalize, and score job posting data from multiple sources for job seekers, recruiters, career coaches, and AI job-search agents.