# ZipRecruiter Jobs Scraper (`devilscrapes/ziprecruiter-jobs-scraper`) Actor

Scrape ZipRecruiter.com job postings by keyword and/or location. Get normalized rows with title, company, location, remote flag, structured salary, posted date, job type, and apply URL, ready for CSV, JSON, or API export. No login, no API key required.

- **URL**: https://apify.com/devilscrapes/ziprecruiter-jobs-scraper.md
- **Developed by:** [DevilScrapes](https://apify.com/devilscrapes) (community)
- **Categories:** Jobs
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

<div align="center">
  <img src=".actor/icon.svg" width="160" alt="Devil Scrapes mark" />

## ZipRecruiter Jobs Scraper

**💰 $1.70 / 1 000 results**  ·  pay only for results  ·  no credit card to try

*We do the dirty work so your dataset stays clean.* 😈

Scrape ZipRecruiter.com job postings by keyword and/or location. Get normalized rows with title, company, location, remote flag, structured salary, posted date, job type, and apply URL, ready for CSV, JSON, or API export. No login, no API key required.

</div>

***

### 🎯 What this scrapes

ZipRecruiter is one of the largest general job boards in the US, aggregating postings across every industry from thousands of employers and ATS platforms. This Actor searches ZipRecruiter's own listings by job title/keyword and/or location and writes one normalized row per posting: title, company, location, a remote flag, structured salary (min/max/currency/period), posted date, job type, and the apply URL. Filter further by radius, remote-only, job type, and days-posted. Built for recruiters, staffing agencies, job-aggregator operators, and HR-tech builders sourcing candidates or market data off ZipRecruiter.

### 🔥 What we handle for you

- 🛡️ **We rotate browser fingerprints** — `curl-cffi` impersonation (Chrome / Firefox / Safari) so the target sees real-browser TLS, not Python.
- 🌐 **We rotate proxies** through Apify Proxy on every block — fresh session ID, fresh exit IP.
- 🔁 **We retry with exponential backoff** on `408 / 429 / 5xx` and honour `Retry-After` — up to 5 attempts per page.
- 🧱 **We fail loud, not silent** — a hard block surfaces a clear status message instead of a quietly empty dataset.
- 🧊 **We keep the dataset clean** — Pydantic-validated rows, ISO-8601 timestamps, stable IDs, JSON / CSV / Excel export straight from the Apify Console.
- 💰 **Pay-Per-Event pricing** — you only pay for results that hit your dataset. No data, no charge.

### 💡 Use cases

- **Recruiting pipelines** — pull fresh ZipRecruiter postings matching a role profile into your ATS or sourcing sheet.
- **Job-aggregator feeds** — normalize ZipRecruiter listings into a consistent schema alongside other boards.
- **Market-rate research** — aggregate structured salary data by title and location to benchmark comp bands.
- **Remote-role monitoring** — track newly posted remote roles across a keyword or location on a schedule.

### ⚙️ How to use it

1. Click **Try for free** at the top of the page.
2. Fill in the input form — most fields have sensible defaults.
3. Click **Start**. Output streams into the run's dataset.
4. Export from **Storage → Dataset** as JSON, CSV, or Excel — or fetch via the API.

### 📥 Input

| Field | Type | Required | Default | Notes |
|---|---|:--:|---|---|
| `searchQuery` | `string` | no | 'software engineer' | Job title or keyword to search for. At least one of Search query / Location is required. |
| `location` | `string` | no | 'Austin, TX' | City, state, or ZIP to center the search on, e.g. 'Austin, TX'. At least one of Search query / Location is required. |
| `radiusMiles` | `integer` | no | 25 | Search radius in miles around Location. Matches ZipRecruiter's own web UI default. |
| `remoteOnly` | `boolean` | no | False | Restrict results to postings flagged as remote-eligible. |
| `jobType` | `string` | no | '—' | Filter by employment type. Leave empty to include all types. Applied client-side unless a matching server-side… |
| `daysPosted` | `string` | no | '—' | Only include postings from the last N days. Leave empty for no date filter. Applied client-side unless a matching… |
| `maxResults` | `integer` | no | 100 | Hard cap on dataset rows for this run. |
| `proxyConfiguration` | `object` | no | {'useApifyProxy': True} | Apify Proxy configuration. No group is forced by default — override here if you need a specific group (e.g.… |

#### Example input

```json
{
  "searchQuery": "software engineer",
  "location": "Austin, TX",
  "maxResults": 5
}
```

### 📤 Output

Every row is one dataset item.

| Field | Type | Notes |
|---|---|---|
| `job_id` | `string` | Canonical source ID if present, else a deterministic hash of source\_url. |
| `source_url` | `string` | Canonical posting URL, copied verbatim from the source. |
| `title` | `string` | Posting title. |
| `company` | `['string', 'null']` | Employer name. |
| `location` | `['string', 'null']` | Display location text. |
| `is_remote` | `['boolean', 'null']` | Remote-work flag. |
| `salary_min` | `['number', 'null']` | Parsed minimum salary from salary text. |
| `salary_max` | `['number', 'null']` | Parsed maximum salary from salary text. |
| `salary_currency` | `['string', 'null']` | Defaults 'USD' (US site) when a numeric salary is present. |
| `salary_period` | `['string', 'null']` | One of 'hour' / 'day' / 'week' / 'month' / 'year', parsed from salary text. |
| `posted_at` | `['string', 'null']` | ISO-8601 normalized posting date. |
| `apply_url` | `string` | Source-provided apply link, copied verbatim (never reconstructed). |
| `job_type` | `['string', 'null']` | Normalized employment type. |
| `scraped_at` | `string` | ISO-8601 wall-clock time of row construction. |

#### Example output

```json
{
  "job_id": "e3b0c44298fc1c14",
  "source_url": "https://www.ziprecruiter.com/c/Acme-Co/Job/Senior-Backend-Engineer/-in-Austin,TX",
  "title": "Senior Backend Engineer",
  "company": "Acme Co",
  "location": "Austin, TX",
  "is_remote": false,
  "salary_min": 130000.0,
  "salary_max": 165000.0,
  "salary_currency": "USD",
  "salary_period": "year",
  "posted_at": "2026-08-04T00:00:00Z",
  "apply_url": "https://www.ziprecruiter.com/c/Acme-Co/Job/Senior-Backend-Engineer/-in-Austin,TX",
  "job_type": "full_time",
  "scraped_at": "2026-08-06T12:00:00Z"
}
```

### 💰 Pricing

Pay-Per-Event — you pay only when these events fire:

| Event | USD | What it is |
|---|---:|---|
| `actor-start` | $0.20 | One-off warm-up charge per run |
| `result` | $0.0015 | Per dataset item |

Example: 1 000 results at the rates above ≈ **$1.70**. No subscription, no minimum, no card to start — Apify gives every new account $5 of free credit.

### 🚧 Limitations

v1 covers ZipRecruiter.com's US public job-search surface only — applying to jobs, resume upload, and account/login flows are out of scope. Full job description bodies and employer profile pages are not included in v1. Only what the live search index returns is available — no historical or removed postings.

### ❓ FAQ

**Do I need a ZipRecruiter account or API key?**

No. This Actor scrapes ZipRecruiter's own publicly listed job postings — no login, no API key.

**What happens if I leave every filter blank besides Search query or Location?**

The Actor pulls the newest matching postings, up to Max results.

**Why is salary sometimes null?**

ZipRecruiter doesn't require employers to publish a salary. We surface parsed numbers only when the listing shows one, never an estimate.

**What if ZipRecruiter blocks the run?**

We rotate browser fingerprints, proxies, and sessions automatically. If a run still gets blocked, it fails loudly with a clear status message instead of returning an empty dataset.

### 💬 Your feedback

Spotted a bug, hit a weird edge case, or need a new field? Open an
issue on the Actor's **Issues** tab on Apify Console — we ship
fixes weekly and we read every report.

***

<div align="center">

Built by **[Devil Scrapes](https://apify.com/DevilScrapes)** 😈 — a small fleet of
opinionated public-data Actors. Honest pricing, real engineering, zero fine print.

</div>

# Actor input Schema

## `searchQuery` (type: `string`):

Job title or keyword to search for. At least one of Search query / Location is required.

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

City, state, or ZIP to center the search on, e.g. 'Austin, TX'. At least one of Search query / Location is required.

## `radiusMiles` (type: `integer`):

Search radius in miles around Location. Matches ZipRecruiter's own web UI default.

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

Restrict results to postings flagged as remote-eligible.

## `jobType` (type: `string`):

Filter by employment type. Leave empty to include all types. Applied server-side if confirmed, else client-side post-filter.

## `daysPosted` (type: `string`):

Only include postings from the last N days. Leave empty for no date filter. Applied server-side if confirmed, else client-side post-filter on posted\_at.

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

Hard cap on dataset rows for this run.

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

Apify Proxy configuration. Defaults to RESIDENTIAL — ZipRecruiter blocks the automatic/datacenter pool on most sessions. Override only if you know what you are doing.

## Actor input object example

```json
{
  "searchQuery": "software engineer",
  "location": "Austin, TX",
  "radiusMiles": 25,
  "remoteOnly": false,
  "maxResults": 5,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `datasetItems` (type: `string`):

All dataset items as JSON.

## `datasetItemsCsv` (type: `string`):

Same data exported to CSV.

## `datasetView` (type: `string`):

Open the run dataset in the Console.

# 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 = {
    "searchQuery": "software engineer",
    "location": "Austin, TX",
    "maxResults": 5,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("devilscrapes/ziprecruiter-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 = {
    "searchQuery": "software engineer",
    "location": "Austin, TX",
    "maxResults": 5,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("devilscrapes/ziprecruiter-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 '{
  "searchQuery": "software engineer",
  "location": "Austin, TX",
  "maxResults": 5,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call devilscrapes/ziprecruiter-jobs-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,devilscrapes/ziprecruiter-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/8qti8AZUoTVuDniqz/builds/nrw0i3UeC22vQMTq8/openapi.json
