# CutShort Jobs Scraper - Startup Roles with INR Salary Ranges (`tenfoldfleet/cutshort-jobs-scraper`) Actor

Get job listings from CutShort for any skill, city or remote page: role, company size and type, locations, remote policy, INR salary range, experience, skills, posted date and full description. New-jobs-only mode for schedules. $1.20 per 1,000 jobs; failed pages are free.

- **URL**: https://apify.com/tenfoldfleet/cutshort-jobs-scraper.md
- **Developed by:** [Tenfold Fleet](https://apify.com/tenfoldfleet) (community)
- **Categories:** Jobs, Agents, MCP servers
- **Security:** Limited permissions
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.20 / 1,000 job listings

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

Not affiliated with CutShort. This is an independent tool that reads public job pages on cutshort.io.

### What does CutShort Jobs Scraper do?

**CutShort Jobs Scraper** turns the public job pages of [CutShort](https://cutshort.io/jobs) into clean rows you can filter in a spreadsheet or feed to an AI agent. Give it skills such as `python`, `reactjs` or `java`, or city and remote pages such as `python-jobs-in-bangalore-bengaluru` and `remote-python-jobs`, and it returns each **startup and tech job** with the **salary range in INR**, experience band, skills, company size and type, locations, remote policy, posted date and the full description.

It works like a small **CutShort jobs API**: plain HTTP requests, no browser, no login, results in seconds.

### Why use it?

- **Salary research** for Indian tech roles: compare INR ranges by skill, city or remote policy.
- **Job alerts**: schedule a daily run with **Only new jobs** switched on and get just the roles posted since the last run.
- **Recruiting and sales leads**: see which startups are hiring for a stack, how big they are and where they hire.
- **Market tracking**: count live jobs per skill over time (each run logs CutShort's live job count).
- **AI agents and MCP**: one call returns structured job data an agent can reason over.

### What data can it extract?

| Field | Example |
|---|---|
| `headline` | Senior Software Engineer |
| `companyName`, `companySize`, `companyType` | Iungotech, 0-20, Services |
| `locations`, `locationsText` | \["Pune", "Bengaluru (Bangalore)"] |
| `remoteType` | remote_only, remote_not_okay, ... |
| `salaryMinINR`, `salaryMaxINR`, `salaryRangeText` | 2500000, 3000000, "₹25L - ₹30L / yr" |
| `salaryPeriod`, `salaryHidden` | year (empty when no salary is shown), false |
| `expMin`, `expMax` | 5, 8 (years) |
| `allSkills` | \["Java", "Go Programming (Golang)"] |
| `postedAt` | 2026-10-29T10:02:53.330Z |
| `publicUrl`, `companyUrl`, `companyWebsite` | job and company links |
| `description`, `descriptionHtml` | full job text, plain and HTML |
| `skillQuery`, `scrapedAt` | python-jobs, run time |

With **Open each job page** on, each row also gets `jobValid`, `categoryTags` and `lastActiveAt`.

### How to scrape CutShort jobs

1. Open the Actor and type one or more skills in **Skills or job pages** (the part of a `cutshort.io/jobs/...` URL before `-jobs`, or the whole URL).
2. Optionally lower **Max jobs per skill page** or switch on **Only new jobs** for a recurring feed.
3. Click **Start** and download the dataset.

### How much does it cost?

You pay per job saved: **$1.20 per 1,000 jobs** ($0.0012 each), plus a tiny $0.00005 start fee per run. Pages that fail and skill pages that do not exist are saved as free error rows. A job that appears under two of your skills in the same run is charged once. In Only new jobs mode, jobs seen in earlier runs are skipped and not charged.

The Apify free plan gives $5 of credit each month, which covers roughly 4,000 jobs.

### Input

```json
{
    "skills": ["python", "reactjs", "remote-python-jobs", "python-jobs-in-bangalore-bengaluru"],
    "maxJobsPerSkill": 100,
    "onlyNew": false,
    "includeDetails": false
}
```

### Output

```json
{
    "jobId": "6ae319cdd0cc2b3a29b5a90d",
    "headline": "Senior Software Engineer",
    "companyName": "Metron Security Private Limited",
    "companySize": "100-1000",
    "companyType": "Services",
    "locations": ["Pune", "Bengaluru (Bangalore)"],
    "remoteType": "remote_not_okay",
    "salaryMinINR": null,
    "salaryMaxINR": null,
    "salaryHidden": true,
    "salaryRangeText": "Best in industry",
    "expMin": 5,
    "expMax": 8,
    "allSkills": ["Java", "Javascript", "Go Programming (Golang)"],
    "postedAt": "2026-10-29T10:02:53.330Z",
    "publicUrl": "https://cutshort.io/job/...",
    "description": "As a Senior Software Engineer, you will ...",
    "skillQuery": "golang-jobs",
    "scrapedAt": "2026-11-04T08:00:00.000Z"
}
```

Download the results as JSON, CSV, Excel or HTML, or read them through the Apify API.

### Tips

- CutShort serves two list pages of 50 jobs per skill page, and they partly overlap, so one page gives about 55-80 unique jobs. To collect more, add city pages (`java-jobs-in-pune`) and remote pages (`remote-java-jobs`) for the same skill.
- A skill that CutShort does not know returns a free row with an `error` field. Copy the slug from the address bar on cutshort.io to be sure.
- When the salary is hidden ("Best in industry"), `salaryMinINR` and `salaryMaxINR` are empty and `salaryHidden` is true.

### FAQ

#### Do I need a CutShort account?

No. The Actor reads only public job pages and never logs in.

#### How fresh is the data?

Every run reads the live pages, so the jobs are what CutShort shows at that moment. `postedAt` gives each job's posting date.

#### Can I get only new jobs every day?

Yes. Switch on **Only new jobs** and add a schedule in Apify. The Actor remembers job IDs for the same skill list between runs. The first run is the baseline: jobs already live but past your **Max jobs per skill page** are remembered too, so later runs return only jobs posted after it.

#### Can I use it from an AI agent?

Yes. It works through the Apify API and the Apify MCP server, and the output is flat JSON.

### Disclaimer

This Actor collects publicly available job listings. Job descriptions may contain recruiter names; use the data in line with GDPR and other privacy laws that apply to you. CutShort is a trademark of its owner, and this Actor is not endorsed by it.

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# Actor input Schema

## `skills` (type: `array`):

CutShort job pages to scrape. Use the skill part of a cutshort.io/jobs/... URL: "python", "reactjs", "java", "nodejs". City and remote pages work too: "python-jobs-in-bangalore-bengaluru", "remote-python-jobs". Full URLs are accepted. CutShort serves two list pages of 50 per skill that partly overlap (about 55-80 unique jobs), so add city or remote pages to get more.

## `maxJobsPerSkill` (type: `integer`):

Most jobs to save from each skill page. CutShort serves at most 100 per page, usually 55-80 unique after overlap. On the Apify free plan ($5 of monthly credit) that covers roughly 4,000 jobs a month.

## `onlyNew` (type: `boolean`):

Remember job IDs between runs and save (and charge) only jobs not seen in an earlier run with the same skills. Use it with a schedule for a daily new-jobs feed.

## `includeDetails` (type: `boolean`):

Also load each job's own page for whether the job is still valid, its category tags and when the recruiter was last active. Slower (one extra page per job); the price per job stays the same.

## `proxyConfiguration` (type: `object`):

Apify datacenter proxy by default. Change only if requests get blocked.

## Actor input object example

```json
{
  "skills": [
    "python",
    "reactjs"
  ],
  "maxJobsPerSkill": 100,
  "onlyNew": false,
  "includeDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "skills": [
        "python",
        "reactjs"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("tenfoldfleet/cutshort-jobs-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "skills": [
        "python",
        "reactjs",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("tenfoldfleet/cutshort-jobs-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "skills": [
    "python",
    "reactjs"
  ]
}' |
apify call tenfoldfleet/cutshort-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,tenfoldfleet/cutshort-jobs-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/nfYidlIiY1xw8H79B/builds/ZiJPHPKsrHfinw9hx/openapi.json