# Talent Jobs Scraper - Low-cost💲🔥🌍💼🔴 (`delectable_incubator/talent-jobs-scraper-low-cost`) Actor

💼🌍 Extract job listings from Talent with ease. Collect job titles, company names, locations, employment types, posting dates, salaries, job descriptions, application URLs, and company details. Ideal for recruitment intelligence, talent sourcing, HR analytics and global hiring trend analysis 📊🚀

- **URL**: https://apify.com/delectable\_incubator/talent-jobs-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** Jobs, Lead generation, Automation
- **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $0.00005 / actor start

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md).

If your project is in a different language, use 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

<p align="center">
  <img src="https://i.ibb.co/jkNS73wX/readme.png" alt="Talent Job Search Scraper" width="100%">
</p>

---

## 🌍💼 Talent Job Search Scraper | Bulk Talent Jobs Scraper | Apify Actor

### 🚀 Extract Talent Job Listings in Seconds (No Code)

The Talent Job Search Scraper (Apify Actor) is a powerful, scalable, and SEO-optimized job scraping solution that lets you extract job listings from Talent using bulk keywords, locations, and date filters.

Collect structured hiring data for recruitment, HR analytics, AI datasets, lead generation, job aggregation platforms, labor market intelligence, and hiring trend analysis—all with zero coding required.

---

### 🔥 Why This Talent Jobs Scraper?

✔ Best Talent job scraper on Apify

✔ Supports Bulk Keyword Search (Multi-Search)

✔ Fast & scalable cloud extraction

✔ Automatic pagination handling

✔ Structured JSON / CSV / Excel output

✔ Supports worldwide job searches

✔ Perfect for recruiters, staffing agencies, startups & HR teams

✔ No coding required

---

### 🎯 What This Scraper Does (Talent Job Data Extraction)

This Apify Actor extracts real-time job listings directly from Talent search results.

#### 📌 Core Features

✅ Scrape Talent job listings

✅ Bulk keyword job scraping (SEO BOOST 🚀)

✅ Bulk location search

✅ Posted date filtering

✅ Automatic pagination

✅ Extract company names

✅ Extract job titles

✅ Extract locations

✅ Extract employment types

✅ Extract job descriptions

✅ Extract company logos

✅ Extract promoted job status

✅ Extract direct job URLs

✅ Clean structured datasets

✅ High-speed extraction engine

---

### ⚡ Input Configuration (Simple & Powerful)

#### 🔥 BULK KEYWORD MODE (SEO BOOST 🚀)

````

{
"keywords": \[
"software engineer",
"data scientist",
"website tester",
"python developer",
"marketing manager",
"business analyst",
"sales executive",
"project manager"
],
"location": "United Kingdom",
"posted\_date": "last\_7d",
"max\_items": 200
}

```

---

### 📊 Extracted Job Data (Structured Output)

| Field | Description |
|------|-------------|
| jobId | Unique job identifier |
| jobTitle | Job title |
| companyName | Hiring company |
| companyLogoUrl | Company logo |
| location | Job location |
| jobType | Employment type |
| description | Job description |
| postedDate | Job posting date |
| isPromoted | Promoted job indicator |
| jobUrl | Direct job URL |

---

### 💡 Use Cases (High Demand SEO Keywords)

This Talent scraper is perfect for:

💼 Talent job scraping

🌍 Global job market intelligence

📊 Job market analysis

🎯 Recruitment automation

🏢 Company hiring intelligence

📈 HR analytics

🤖 AI training datasets

📡 Job aggregation platforms

🔍 Competitive hiring research

⚡ Bulk job extraction

---

### 🚀 Key Features (Apify SEO Optimized)

⚡ Bulk keyword support

🌍 Worldwide job coverage

📌 Automatic pagination

🧠 Clean structured output

📊 High-speed scraping engine

🔁 Auto retry & stability

💾 Export-ready datasets

⚙️ Scalable cloud execution

🚀 Enterprise-ready

---

### 📤 Output Formats Supported

✔ JSON

✔ CSV

✔ Excel XLSX

✔ XML

✔ HTML

---

### 📦 Example Output

```

{
"jobId": "987654",
"jobTitle": "Website Tester",
"companyName": "Digital QA Ltd",
"companyLogoUrl": "https://talent-site.com/logos/digitalqa.png",
"location": "United Kingdom",
"jobType": "Contract",
"description": "Test websites for usability, bugs, and performance across devices.",
"postedDate": "2 days ago",
"isPromoted": false,
"jobUrl": "https://talent-site.com/jobs/website-tester-987654"
}

````

---

### 🔥 Why This is the BEST Talent Jobs Scraper on Apify?

✔ Optimized for Apify marketplace SEO

✔ High-performance scraping engine

✔ Bulk keyword support (rare feature)

✔ Bulk location support

✔ Automatic pagination

✔ Enterprise-ready scalability

✔ Reliable structured datasets

✔ Perfect for HR intelligence & job market analytics

---

### 💸 Pricing

This scraper runs on a **pay-per-result** pricing model.

You only pay for successfully extracted records.

💳 **Price:** **$0.98 / 1,000 results**

---

### ❓ FAQ (SEO BOOST SECTION)

#### Can I scrape multiple keywords at once?

Yes — Bulk Keyword Mode is fully supported.

#### Can I search different locations?

Yes — simply specify any supported country, city, or region.

#### Does the scraper handle pagination?

Yes — pages are scraped automatically.

#### Is this scraper fast?

Yes — optimized for high-speed cloud execution.

#### Is coding required?

No — this is a 100% no-code Apify Actor.

#### Can I export data?

Yes — JSON, CSV, Excel XLSX, XML, and HTML are supported.

---

### ⚠️ Disclaimer

This tool is not affiliated with Talent or its owners.

It is an independent data extraction solution developed for public data collection.

---

### 🔗 Related Actors (PrimeScrape Job Intelligence Suite)

We are building the complete PrimeScrape Job Intelligence ecosystem.

👉 Coming Soon 🚀

---

### 🌍 PrimeScrape Ecosystem

Built for data scraping, automation, AI datasets, and market intelligence at scale.

📊 Job data extraction

🏢 Company intelligence

📈 Market analytics

🤖 AI training datasets

⚙️ Recruitment automation

🌍 Global hiring intelligence

---

### 📬 Support

⭐⭐⭐⭐⭐ Leave a review if you enjoy this scraper.

📩 Contact us for custom scraping solutions, enterprise integrations, or private Apify Actors.

# Actor input Schema

## `keywords` (type: `array`):

List of job search keywords (e.g., Website Tester, Data Scientist, Software Engineer). Each keyword is scraped separately, with its own job limit (see max_items_per_keyword).
## `location` (type: `string`):

Job location exactly as shown on the site (e.g., United Kingdom, London, New York)
## `posted_date` (type: `string`):

Filter by posted date
## `max_items_per_keyword` (type: `integer`):

Maximum number of jobs to extract for each keyword

## Actor input object example

```json
{
  "keywords": [
    "Software",
    "Data"
  ],
  "location": "United Kingdom",
  "posted_date": "anytime",
  "max_items_per_keyword": 60
}
````

# Actor output Schema

## `overview` (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": [
        "Software",
        "Data"
    ],
    "location": "United Kingdom",
    "posted_date": "anytime",
    "max_items_per_keyword": 60
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/talent-jobs-scraper-low-cost").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": [
        "Software",
        "Data",
    ],
    "location": "United Kingdom",
    "posted_date": "anytime",
    "max_items_per_keyword": 60,
}

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

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).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": [
    "Software",
    "Data"
  ],
  "location": "United Kingdom",
  "posted_date": "anytime",
  "max_items_per_keyword": 60
}' |
apify call delectable_incubator/talent-jobs-scraper-low-cost --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=delectable_incubator/talent-jobs-scraper-low-cost",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Talent Jobs Scraper - Low-cost💲🔥🌍💼🔴",
        "description": "💼🌍 Extract job listings from Talent with ease. Collect job titles, company names, locations, employment types, posting dates, salaries, job descriptions, application URLs, and company details. Ideal for recruitment intelligence, talent sourcing, HR analytics and global hiring trend analysis 📊🚀",
        "version": "0.0",
        "x-build-id": "mL9EaE5dpwDC45A2Y"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~talent-jobs-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-talent-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~talent-jobs-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-talent-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~talent-jobs-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-talent-jobs-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "keywords"
                ],
                "properties": {
                    "keywords": {
                        "title": "Search Keywords 🔤",
                        "type": "array",
                        "description": "List of job search keywords (e.g., Website Tester, Data Scientist, Software Engineer). Each keyword is scraped separately, with its own job limit (see max_items_per_keyword).",
                        "default": [
                            "Software",
                            "Data"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "location": {
                        "title": "Location",
                        "type": "string",
                        "description": "Job location exactly as shown on the site (e.g., United Kingdom, London, New York)",
                        "default": "United Kingdom"
                    },
                    "posted_date": {
                        "title": "Posted Date",
                        "enum": [
                            "anytime",
                            "last_24h",
                            "last_3d",
                            "last_7d",
                            "last_14d"
                        ],
                        "type": "string",
                        "description": "Filter by posted date",
                        "default": "anytime"
                    },
                    "max_items_per_keyword": {
                        "title": "Maximum Jobs to Scrape per Keyword",
                        "type": "integer",
                        "description": "Maximum number of jobs to extract for each keyword",
                        "default": 60
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```