Pricing

from $5.00 / 1,000 results

Job Board Intelligence 💼

Scrape and reverse-engineer job posts to extract hard constraints: salary, remote policy, tech stack, and visa sponsorship.

Pricing

from $5.00 / 1,000 results

Rating

0.0

(0)

Developer

Rahul Kasturiya

Actor stats

Bookmarked

Total users

Monthly active users

9 hours ago

Last modified

Job Board Intelligence (Arbitrage) 💼

Most job board scrapers just dump giant walls of text from Greenhouse or Lever pages, forcing recruiters and candidates to read every single post to find out if it's actually remote or if they sponsor visas.

This Actor introduces an Intelligence Layer. It crawls any given job posting URL and uses AI to structurally extract the hard constraints.

How it works

You feed the Actor a list of Job URLs (from any ATS or company site).
It extracts the raw description text.
It passes the text to OpenAI using your API key.
It outputs an organized dataset containing exactly what you need to filter candidates or find a job: Tech stack, YoE, Remote policy, Visa policy, and Salary.

What you get (Output JSON)

{
  "url": "https://jobs.lever.co/example/12345",
  "job_title": "Senior Frontend Engineer",
  "mandatory_tech_stack": ["React", "TypeScript", "Next.js"],
  "minimum_yoe": 5,
  "remote_policy": "Remote",
  "visa_sponsorship": "No",
  "salary_range": "$140,000 - $180,000"
}

Setup & Privacy

To run this, you need your own OpenAI API Key. We designed it this way so we don't have to mark up token costs. You pay Apify's cheap compute costs, and you pay OpenAI directly at their exact rate (it uses gpt-4o-mini by default).

Your OpenAI API key is handled as a Secret. It is strictly securely passed to the LLM and is never logged in data exports.

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