CutShort Scraper

🔎 CutShort Scraper for tech and startup jobs

CutShort Scraper extracts public tech and startup job listings from CutShort and saves them as clean Apify dataset rows. Use this CutShort scraper to search by skills such as python, react, or devops, paste CutShort job/search URLs, or combine both in one run.

Use it for recruiting research, India startup job discovery, salary checks, job-market monitoring, and repeat CutShort job data exports. Each saved job can include title, company details, locations, remote type, salary, USD salary estimates, experience, skills, recruiter details, company tech stack, job description, and the matched input that produced the row.

For an easy first run, keep the prefilled python skill and Job limit of 60, start the Actor, and open the dataset. When the rows match your workflow, change the skills, raise the limit, or add CutShort URLs.

✅ What this CutShort jobs scraper does

• Searches public CutShort jobs by skill or role term.
• Accepts CutShort job URLs and CutShort search URLs.
• Saves one dataset row per unique job listing.
• De-duplicates matching jobs across all skills and URLs in the same run.
• Extracts job title, company, locations, remote type, salary, experience, skills, job type, recruiter details, descriptions, and company profile fields when CutShort exposes them.
• Adds USD salary estimates when INR salary values are visible.
• Keeps matchedInputs so you can link each output row back to the skill or URL that found it.
• Lets you choose full, summary, or job-identity output.
• Works with Apify exports, schedules, webhooks, integrations, and API clients, so it can act as a practical CutShort API for public job listings.

This Actor focuses on public CutShort job data. It does not log in to CutShort, submit applications, contact companies, scrape candidate profiles, or collect private account pages.

📦 CutShort job data you can extract

Each dataset row is one CutShort job. Some fields can be empty when CutShort does not show that value for a specific listing.

Data group	Fields
Job identity	jobId, jobSlug, title, jobType
Job content	descriptionText, descriptionHtml, skills, locations, remoteType
Company	company.name, company.id, company.slug, company.logo, company.website, company.linkedin, company.founded, company.techStack, company.size, company.fundingStage
Salary	salary.min, salary.max, salary.currency, salary.period, salary.rawText, salary.minUsdEstimate, salary.maxUsdEstimate
Experience	experience.min, experience.max
Recruiter	recruiter.name, recruiter.photo
Input matching	matchedInputs

🎯 Common use cases

• Monitor CutShort hiring demand for Python, React, Java, DevOps, data, product, or machine learning roles.
• Build repeatable CutShort jobs scraper exports for recruiting research or market mapping.
• Compare salary ranges, experience bands, remote signals, and required skills across public CutShort listings.
• Track startup hiring and company tech stacks from a focused CutShort search.
• Save direct CutShort job pages into a consistent dataset for review or outreach workflows.
• Feed CutShort job data into spreadsheets, dashboards, CRMs, warehouses, alerts, or API workflows.

🚀 How to run it

1. Add one or more Skills or roles, such as python, react, or machine learning.
2. Optionally paste CutShort job or search URLs into CutShort URLs.
3. Keep Job limit at 60 for the first run, or raise it when you want a broader export.
4. Choose Output detail.
5. Start the Actor and open the dataset.

You do not need CutShort cookies, a CutShort account, or a separate CutShort API key.

⚙️ Input

Field	What it does
skills	Skill or role terms to search on CutShort.
startUrls	Optional CutShort job URLs or search URLs.
outputMode	full, summary, or urls_only for job identity only.
maxItems	Maximum jobs to save across all skills and URLs.

Example input:

{
  "skills": ["python"],
  "startUrls": [
    {
      "url": "https://cutshort.io/jobs/python-jobs"
    }
  ],
  "outputMode": "full",
  "maxItems": 60
}

🧾 Output example

{
  "jobId": "6a2bf99d308c1234359cc547",
  "jobSlug": "backend-engineer-python-example-startup",
  "title": "Backend Engineer - Python",
  "company": {
    "name": "Example Startup",
    "id": "6a2bf0d8b550804212f62c2f",
    "slug": "jobs-at-example-startup",
    "logo": "https://cdnv2.cutshort.io/company-static/example/logo.png",
    "website": "https://example.com",
    "linkedin": "https://linkedin.com/company/example",
    "founded": 2022,
    "techStack": ["Python", "React.js", "AWS"],
    "size": "11-50",
    "fundingStage": "Seed"
  },
  "locations": ["Bengaluru", "Remote"],
  "remoteType": "remote",
  "salary": {
    "min": 1200000,
    "max": 2500000,
    "currency": "INR",
    "period": "year",
    "rawText": "Rs. 12L - Rs. 25L",
    "minUsdEstimate": 14400,
    "maxUsdEstimate": 30000
  },
  "experience": {
    "min": 2,
    "max": 5
  },
  "skills": ["Python", "Django", "PostgreSQL"],
  "jobType": "FULL_TIME",
  "descriptionText": "We are looking for a Backend Engineer.",
  "descriptionHtml": "<p>We are looking for a Backend Engineer.</p>",
  "recruiter": {
    "name": "Example Recruiter",
    "photo": "https://cdn.cutshort.io/public/users/example"
  },
  "matchedInputs": ["python"]
}

💳 Pricing

This Actor uses pay-per-event pricing. You are charged only for public CutShort jobs saved to the dataset. Runs that find no matching jobs do not create saved-job charge events.

Current saved-job prices:

Apify plan	Price per saved job	Price per 1,000 saved jobs
Free	$0.00004347	$0.04347
Bronze	$0.00003780	$0.03780
Silver	$0.000029484	$0.029484
Gold	$0.00002268	$0.02268
Platinum	$0.00001512	$0.01512
Diamond	$0.000010584	$0.010584

Use Job limit to control run size and cost. Lower it for a small sample, or raise it when you want a broader export.

⚠️ Limits and caveats

• CutShort may omit fields such as salary, recruiter, company tech stack, funding stage, company size, remote type, or full description on some listings.
• Broad skill terms can return overlapping jobs. The Actor de-duplicates jobs within the run before saving them.
• Direct job URLs normally produce one job row each when the public page still exposes job data.
• salary.minUsdEstimate and salary.maxUsdEstimate are calculated estimates, not values shown by CutShort.
• Invalid targets and no-result searches are reported in logs, not as placeholder dataset rows.

❓ FAQ

🔐 Do I need a CutShort login?

No. This Actor works with public CutShort job listings and does not ask for CutShort cookies, passwords, or API keys.

🔗 Can I paste a CutShort job URL?

Yes. Add direct CutShort job URLs to CutShort URLs. Each valid direct job URL normally saves one job row.

🧭 Can I match rows back to my inputs?

Yes. The matchedInputs array keeps the submitted skill or URL that matched each de-duplicated job, without adding broader source metadata to every row.

📉 Why are some salary fields empty?

Some CutShort listings do not show salary details. When salary text is visible, the Actor saves the raw text and tries to parse numeric minimum and maximum values.

🧩 Why does the dataset not include direct job URLs?

The dataset keeps source-native job IDs and slugs, so URLs can be rebuilt downstream without storing duplicate derived fields in every row.

📝 Changelog

• 1.0: Updated the public dataset to nested company, salary, experience, and recruiter objects; kept matched-input reconciliation; tuned the first-run input; and moved to tiered saved-job pricing.
• 0.1: Added output detail modes, richer company and recruiter fields, USD salary estimates, and lower per-job pricing.
• 0.0: Initial release.

🆘 Support

For issues, questions, or feature requests, file a ticket and I'll fix or implement it in less than 24h 🫡

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Made with ❤️ by Maxime Dupré