# Glassdoor Jobs & Company Ratings Scraper - No Login (`faizjunsyar-dev/glassdoor-jobs-company-scraper`) Actor

Extract public Glassdoor job listings, salaries, descriptions, locations, company ratings, and job metadata without login. Get structured data ready for analysis, automation, or integration.

- **URL**: https://apify.com/faizjunsyar-dev/glassdoor-jobs-company-scraper.md
- **Developed by:** [Faiz junsyar firjatullah](https://apify.com/faizjunsyar-dev) (community)
- **Stats:** 2 total users, 1 monthly users, 50.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 job 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

Extract public Glassdoor job listings together with company ratings, salary text, job descriptions, and other useful hiring metadata. The Actor uses public pages and does not ask for Glassdoor credentials, cookies, or a personal account.

Use the output for job-market research, salary analysis, recruiting intelligence, job-board feeds, company hiring signals, or data pipelines. Runs can be started manually, through the Apify API, from a schedule, or from an integration.

### Input

The simplest run needs a keyword and location:

```json
{
  "keywords": "Data Engineer",
  "location": "Indonesia",
  "maxResults": 25,
  "datePosted": "pastWeek",
  "fetchDetails": true
}
```

Important fields:

- `keywords` — job title or search terms.
- `location` — country, city, state, or region.
- `searchUrl` — optional full Glassdoor Job search URL. It takes precedence over keyword and location and is recommended for precise city or advanced Glassdoor filters.
- `locationId` and `locationType` — optional advanced Glassdoor location identifiers.
- `maxResults` — one to 500 unique jobs.
- `datePosted` — any time, past 24 hours, past week, or past month.
- `employmentType` — any, full-time, part-time, contract, internship, or temporary.
- `remoteOnly` — return remote jobs only.
- `strictTitleMatch` — require every keyword token to appear in the job title. Enabled by default to prevent broad unrelated results.
- `fetchDetails` — retrieve full job pages after collecting listings.
- `maxConcurrency`, `detailDelaySecs`, and `requestDelaySecs` — control request pacing.
- `proxyConfiguration` — use Apify Proxy or a custom proxy when authorized.

Start with 10–25 results. Glassdoor applies request security by IP and region; conservative settings are more reliable than high concurrency.

### Output

Each dataset item can contain:

```json
{
  "job_id": "1010251527693",
  "title": "Senior Data Engineer",
  "company_name": "COVE Living",
  "company_rating": 3.6,
  "review_count": 120,
  "location": "Remote",
  "salary": "IDR 20000000 - 30000000 MONTH",
  "employment_type": "FULL_TIME",
  "posted_at": "2026-09-03",
  "job_url": "https://www.glassdoor.com/job-listing/example.htm?jl=1010251527693",
  "apply_url": null,
  "industry": "Real Estate",
  "company_size": "501-1000",
  "detail_status": "fetched",
  "description": "Build and maintain reliable data pipelines...",
  "scraped_at": "2026-09-16T08:00:00+00:00"
}
```

Fields may be `null` when Glassdoor does not publish them for a listing. Salary coverage is often limited on public search pages. Basic mode is faster and cheaper; detailed mode requests Glassdoor's structured job-details response for more complete descriptions when it is publicly available. The `detail_status` field explains whether enrichment was fetched, blocked, skipped after a block, unavailable, or not requested.

### Reliability and proxies

Glassdoor can return security or human-verification pages to some IP addresses. The Actor uses a Chrome-compatible TLS/HTTP fingerprint, retries blocked search pages with exponential backoff, and keeps one proxy session for the run. If the first detail request is blocked, a circuit breaker immediately skips the remaining detail requests and preserves the basic listings instead of waiting through repeated retries. If public requests are restricted, use an authorized residential proxy through `proxyConfiguration`, keep concurrency at one, and retain a delay of at least two to three seconds.

The parser reads structured JSON-LD first, then embedded application JSON, and finally visible listing cards. This layered strategy reduces dependence on CSS class names that may change frequently. The first result page is read from public HTML. The Actor extracts Glassdoor's opaque pagination cursor from embedded state or obtains it through the job-search BFF, then uses the current BFF endpoint for later pages. If no usable cursor is available, the run stops after the first page instead of repeatedly saving the same results from ineffective SEO page suffixes.

### Pricing

Recommended initial Store pricing is pay per result. A reasonable launch point is **$1.00 per 1,000 saved jobs**, plus a very small infrequent Actor-start event. Recalculate the price after several cloud tests with realistic proxy, compute, and detail-request costs.

The Actor honors Apify's maximum-cost-per-run limit by reducing the planned result count before scraping and by stopping dataset charges when the platform limit is reached.

### Limitations and responsible use

Only public job and company information is collected. The Actor does not bypass login, CAPTCHA, paywalls, or private areas. Availability and fields vary by country, IP address, and individual listing. Users are responsible for complying with applicable laws, Glassdoor's terms, data-protection requirements, and appropriate request rates.

Do not use the Actor to collect sensitive personal data, harass individuals, or overload the source website. For continuous monitoring, schedule moderate runs and deduplicate records using `job_id`.

### Support

When reporting a problem, include the run ID, input with secrets removed, affected country, whether a proxy was enabled, and the first relevant warning from the run log. Do not post proxy passwords, API tokens, or cookies.

# Changelog

This Actor's version history is a separate document: https://apify.com/faizjunsyar-dev/glassdoor-jobs-company-scraper/changelog.md

# Actor input Schema

## `keywords` (type: `string`):

Job title or search terms, for example Data Engineer.

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

Country, city, state, or region. Indonesia is resolved automatically as a country.

## `searchUrl` (type: `string`):

Use a full public Glassdoor Job search URL for precise locations or filters. When supplied, it takes precedence over keywords and location.

## `locationId` (type: `string`):

Optional Glassdoor locId. Leave empty for automatic resolution.

## `locationType` (type: `string`):

Glassdoor location type used together with locationId.

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

Maximum number of unique jobs to save.

## `datePosted` (type: `string`):

Only return jobs posted within this period.

## `employmentType` (type: `string`):

Filter jobs by employment type.

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

Ask Glassdoor to return remote jobs only.

## `strictTitleMatch` (type: `boolean`):

Only save jobs whose title contains every keyword token. Disable this for broader discovery searches.

## `fetchDetails` (type: `boolean`):

Fetch the full description and additional company/job fields. This makes one additional request per job.

## `maxConcurrency` (type: `integer`):

Maximum detail requests in flight. Keep this low to reduce blocking.

## `detailDelaySecs` (type: `number`):

Minimum delay in seconds between the start of two detail requests.

## `requestDelaySecs` (type: `number`):

Delay in seconds between search page requests.

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

Optional Apify Proxy or custom proxy configuration. A residential proxy can improve reliability when Glassdoor restricts datacenter IPs.

## Actor input object example

```json
{
  "keywords": "Data Engineer",
  "location": "Indonesia",
  "locationType": "auto",
  "maxResults": 25,
  "datePosted": "anyTime",
  "employmentType": "any",
  "remoteOnly": false,
  "strictTitleMatch": true,
  "fetchDetails": true,
  "maxConcurrency": 1,
  "detailDelaySecs": 3,
  "requestDelaySecs": 2,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# 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 = {
    "keywords": "Data Engineer",
    "location": "Indonesia"
};

// Run the Actor and wait for it to finish
const run = await client.actor("faizjunsyar-dev/glassdoor-jobs-company-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 = {
    "keywords": "Data Engineer",
    "location": "Indonesia",
}

# Run the Actor and wait for it to finish
run = client.actor("faizjunsyar-dev/glassdoor-jobs-company-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 '{
  "keywords": "Data Engineer",
  "location": "Indonesia"
}' |
apify call faizjunsyar-dev/glassdoor-jobs-company-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,faizjunsyar-dev/glassdoor-jobs-company-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/kzxPdUXQ7QJDS7rcC/builds/Bo7aDDSE6phenXuVn/openapi.json