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Hacker News - Who Is Hiring Structured Job Extractor

Turns the monthly HN 'Ask HN: Who is hiring?' thread into clean structured job data: company, role, location, remote, tech stack, salary, and apply info.

Pricing

from $10.00 / 1,000 results

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Pathik Shah

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Hacker News – Who Is Hiring Structured Job Extractor

Turn the monthly "Ask HN: Who is hiring?" thread into clean, structured, ready-to-use job data. Every month thousands of high-quality tech jobs are posted on Hacker News as free-form comments — great to read, painful to work with. This Actor parses them into columns you can filter, export, and load anywhere.

What you get per job

Field	Description
`company`	Hiring company name
`role`	Job title / role
`location`	Detected location
`remote`	Remote / Hybrid / Onsite / Not specified
`techStack`	Detected technologies (React, Python, Go, AWS, …)
`salary`	Salary if the poster included one
`applyUrl`	Application link if present
`applyEmail`	Application email if present
`postedBy`	HN username
`threadDate`	Which monthly thread it came from
`commentUrl`	Direct link to the original HN comment
`fullText`	Full cleaned comment text

Why this Actor

Reliable — uses the official Hacker News API, not fragile HTML scraping. No blocking, no proxies needed.
Structured — content-aware parsing classifies each field by pattern, not brittle column position.
Filterable — pull only remote jobs, only jobs mentioning your stack, or only a location.

Use cases

Recruiters and job-board operators aggregating fresh, high-quality tech roles
Developers tracking who's hiring for their stack, remotely
Founders and researchers analysing hiring trends, salaries, and tech demand over time

Input

Option	Type	Default	Description
`monthsToScrape`	integer	1	How many recent monthly threads to process (1 = current month)
`remoteOnly`	boolean	false	Return only remote / hybrid jobs
`keywords`	array	[]	Only jobs whose text contains one of these terms
`locationFilter`	string	""	Only jobs whose location contains this text
`maxItems`	integer	0	Cap on jobs returned (0 = no limit)

Example output

{
  "company": "Komodo Health",
  "role": "Software Engineer",
  "location": "Remote US",
  "remote": "Remote",
  "techStack": ["go", "rust", "ai"],
  "salary": "$200–298k",
  "applyUrl": "https://komodohealth.com/careers",
  "postedBy": "ramraj07",
  "threadDate": "2026-07-01",
  "commentUrl": "https://news.ycombinator.com/item?id=..."
}

Pricing

Pay per result — you only pay for the structured jobs returned. Runs are fast and cheap because there is no browser rendering or proxy overhead.

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