# Remote Jobs Intelligence API (`umararshad2/remote-jobs-intelligence-api`) Actor

Find fresh remote and international jobs. Filter by keywords, location, remote status, and visa or relocation signals; export clean records via API, JSON, CSV, or Excel.

- **URL**: https://apify.com/umararshad2/remote-jobs-intelligence-api.md
- **Developed by:** [Umar Arshad](https://apify.com/umararshad2) (community)
- **Security:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.80 / 1,000 results

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

## Remote Jobs Intelligence API

Filter a verified public remote-job feed into clean records for job discovery, recruiting research, dashboards, and AI workflows. Search by keywords and location, require source-marked remote roles, and optionally keep only postings that explicitly mention visa or relocation support.

### What you get

Each result includes title, company, location, remote status, visa or relocation text signal, tags, job types, canonical job URL, posting timestamp, source, and scrape timestamp. Full cleaned descriptions are optional.

### Quick start

Use a small first run:

```
{
  "query": "software engineer",
  "remoteOnly": true,
  "maxResults": 5,
  "includeDescription": false
}
```

All words in the keyword query must appear somewhere in the title, company, location, tags, job types, or description. The location filter is case-insensitive.

### Reliability and cost control

- Results come only from Arbeitnow's public HTTPS job-board API.
- Runs are capped at 500 results and 20 upstream pages.
- Transient network and timeout failures receive bounded retries.
- Every upstream response is capped at 10 MB and schema-checked before use.
- Duplicate job URLs are removed.
- Empty searches return no dataset rows rather than fabricated matches.

The live Pricing tab is authoritative. Pay-per-event pricing is currently $0.80 per 1,000 result rows plus a small run-start event, with platform usage included.

### Important limitations

The visa field is a deterministic keyword signal from the published job text, not a guarantee that an employer will sponsor a particular applicant. Job availability and field completeness depend on the source. This Actor does not apply for jobs, access private profiles, collect authenticated data, or bypass access controls.

### Responsible use and support

Use public job data lawfully and verify important details on the canonical job URL before acting. For reproducible support requests, include the Apify run ID, input with any sensitive values removed, and expected behavior.

# Actor input Schema

## `query` (type: `string`):

All words must appear in the title, company, location, tags, job types, or description.

## `location` (type: `string`):

Case-insensitive text filter applied to the published location.

## `remoteOnly` (type: `boolean`):

Return only jobs marked remote by the source.

## `visaOnly` (type: `boolean`):

Require explicit visa-support or relocation-support terms. This is a text signal, not an employer guarantee.

## `includeDescription` (type: `boolean`):

Include cleaned descriptions in dataset rows. Disable for smaller exports.

## `maxResults` (type: `integer`):

Maximum unique job rows saved by this run.

## Actor input object example

```json
{
  "query": "software engineer",
  "remoteOnly": false,
  "visaOnly": false,
  "includeDescription": false,
  "maxResults": 50
}
```

# 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 = {
    "query": "software engineer"
};

// Run the Actor and wait for it to finish
const run = await client.actor("umararshad2/remote-jobs-intelligence-api").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 = { "query": "software engineer" }

# Run the Actor and wait for it to finish
run = client.actor("umararshad2/remote-jobs-intelligence-api").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 '{
  "query": "software engineer"
}' |
apify call umararshad2/remote-jobs-intelligence-api --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,umararshad2/remote-jobs-intelligence-api"
        }
    }
}
```

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/bahAoS3oUHyXinHZh/builds/LtOkDLXoQ1Jcw12df/openapi.json