Careerviet Jobs Scraper

Extract comprehensive job listing data from Careerviet.vn in a fast and reliable way. Collect rich hiring information such as role details, company profiles, salary signals, locations, seniority, and full job content. Perfect for recruitment intelligence, market analysis, and career trend monitoring.

Features

• Comprehensive Job Records - Collects enriched listing and detail fields for each job.
• Keyword and Location Search - Supports focused collection by role keywords and location filters.
• Duplicate-Free Output - Removes duplicate jobs by stable identifiers and URLs.
• Clean Dataset Structure - Skips null, empty, and redundant values for cleaner downstream analysis.
• Flexible Collection Size - Control result volume and page depth for fast testing or larger runs.
• Automatic Detail Enrichment - Each listing is enriched with detail API data automatically.

Use Cases

Recruitment Intelligence

Track active hiring demand, role mix, and employer activity. Build a structured view of open opportunities by company, function, and market.

Salary and Role Benchmarking

Compare role titles, salary strings, experience bands, and job types at scale. Use the dataset to benchmark hiring expectations across regions.

Candidate Opportunity Monitoring

Build custom job feeds by keyword and location. Detect new opportunities early and prioritize applications by fit criteria.

Labor Market Analysis

Analyze posting trends, demand spikes, and expiration timelines. Use structured fields for time-series and segmentation analysis.

Hiring Funnel Support

Feed job datasets into BI dashboards, alerts, and outreach workflows. Keep sourcing and market insights current with repeatable runs.

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Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	-	Start from a specific Careerviet search URL.
keyword	String	No	""	Search keyword such as role, skill, or domain.
location	String	No	""	Location filter (name or numeric location ID).
results_wanted	Integer	No	20	Maximum number of jobs to collect.
max_pages	Integer	No	5	Maximum pages to request as a safety cap.
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Proxy settings for reliability and region control.

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Output Data

Each dataset item contains normalized convenience fields plus rich source fields.

Field	Type	Description
job_id	String	Unique job identifier.
title	String	Normalized job title.
company	String	Employer name.
location	String or Array	Normalized location value from source fields.
salary	String	Salary text when available.
job_type	String	Working type or contract style when available.
date_posted	String	Job activation/posting timestamp.
valid_through	String	Last active date or expiration timestamp.
description_html	String	Rich job content in HTML form.
description_text	String	Plain-text job content for analysis.
url	String	Absolute job detail URL.
_source	String	Source marker (careerviet.vn).
benefit_ids_flat	Array	Flattened list of benefit IDs.
benefit_names_vn_flat	Array	Flattened list of benefit names (Vietnamese).
benefit_names_en_flat	Array	Flattened list of benefit names (English).
benefit_icons_flat	Array	Flattened list of benefit icon names.
location_ids_flat	Array	Flattened list of location IDs.
location_names_flat	Array	Flattened list of location names.
location_names_en_flat	Array	Flattened list of location names (English).
workstation_count	Integer	Number of workstations in the job post.
workstation_addresses_flat	Array	Flattened workstation addresses.
workstation_districts_flat	Array	Flattened workstation district names.
workstation_districts_en_flat	Array	Flattened workstation district names (English).
workstation_location_ids_flat	Array	Flattened workstation location IDs.
workstation_locations_flat	Array	Flattened workstation location names.
workstation_locations_en_flat	Array	Flattened workstation location names (English).
workstation_coordinates_flat	Array	Flattened workstation coordinates as lat,lng.
emp_*	Mixed	Employer-related fields (logo, profile, metadata).
job_*	Mixed	Rich job fields such as requirements, benefits, work time, and tags.
industries	Array	Industry/category information.
level_name_*	String	Seniority/level labels.
degree_name_*	String	Education requirement labels.

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Usage Examples

Basic Collection

{
  "keyword": "software engineer",
  "results_wanted": 20
}

Keyword and Location Filter

{
  "keyword": "marketing",
  "location": "Ha Noi",
  "results_wanted": 50,
  "max_pages": 5
}

URL-Driven Collection

{
  "startUrl": "https://careerviet.vn/jobs/software-engineer-k-en.html",
  "results_wanted": 100
}

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Sample Output

{
  "job_id": "35C72529",
  "title": "Chuyen vien Ke toan (AR/AP)",
  "company": "CONG TY TNHH AMITEC",
  "location": "Ho Chi Minh",
  "salary": "15 - 20 Trieu VND",
  "job_type": "Toan thoi gian",
  "date_posted": "2026-04-18T09:32:51Z",
  "valid_through": "2026-05-20T00:00:00Z",
  "description_text": "Mo ta cong viec va yeu cau ung vien...",
  "url": "https://careerviet.vn/jobs/chuyen-vien-ke-toan-ar-ap.35C72529.html",
  "_source": "careerviet.vn",
  "emp_name": "CONG TY TNHH AMITEC",
  "job_salary_string": "15 - 20 Trieu VND",
  "job_experience": 2,
  "job_to_experience": 3,
  "location_name": [
    "Ho Chi Minh"
  ],
  "industries": [
    {
      "industry_id": 16,
      "industry_name": "Ke toan / Kiem toan"
    }
  ]
}

Tips for Best Results

Start Small First

• Run with results_wanted: 20 for quick validation.
• Increase gradually for production collection.

Use Focused Keywords

• Use precise role keywords for cleaner datasets.
• Broad keywords can be combined with location for better targeting.

Detail Enrichment Is Automatic

• Job detail data is always collected and merged into each output record.
• No extra input flag is required.

Control Runtime with Page Limits

• Use max_pages as a safety cap.
• Pair max_pages with results_wanted to balance speed and depth.

Proxy Configuration

{
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

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Integrations

Connect your dataset with:

• Google Sheets - Share and analyze job data with teams.
• Airtable - Build searchable hiring intelligence tables.
• Slack - Send alerts for newly collected roles.
• Webhooks - Push fresh records into custom systems.
• Make - Automate downstream workflows.
• Zapier - Trigger actions in business tools.

Export Formats

• JSON - Developer-friendly structured data.
• CSV - Spreadsheet-ready analysis format.
• Excel - Reporting and presentation workflows.
• XML - System-to-system integration format.

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Frequently Asked Questions

How many jobs can I collect per run?

You can collect as many as available, based on your results_wanted and max_pages settings.

Can I scrape without a keyword?

Yes. If no keyword is provided, collection can still run from broad listings.

What happens if location text does not match?

The run continues and collects without location filtering if no valid location ID is resolved.

Does the output include duplicate jobs?

No. The actor removes duplicates using stable identifiers and URLs.

Why do I see many fields in output?

Records include both normalized convenience fields and rich source attributes for deeper analysis.

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Support

For issues or feature requests, use Apify Console support channels.

Resources

• Apify Documentation
• Apify API Reference
• Apify Scheduling

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Legal Notice

This actor is intended for legitimate data collection and analysis. Users are responsible for compliance with applicable laws, platform terms, and responsible data usage practices.