# Analyze Swedish Data IT Job Demand

**Use case:** 

Scrape Data/IT job ads from Arbetsförmedlingen by region and occupation taxonomy for hiring demand analysis.

## Input

```json
{
  "query": "developer",
  "locations": [
    "01"
  ],
  "maxItems": 200,
  "publishedAfter": "2026-06-01",
  "occupationFields": [
    "apaJ_2ja_LuF"
  ],
  "includeDescriptionHtml": false,
  "includeStats": true
}
```

## Output

```json
{
  "jobId": {
    "label": "Job ID"
  },
  "headline": {
    "label": "Headline"
  },
  "employerName": {
    "label": "Employer"
  },
  "employerOrganizationNumber": {
    "label": "Org number"
  },
  "workplaceMunicipality": {
    "label": "Municipality"
  },
  "workplaceRegion": {
    "label": "Region"
  },
  "occupationLabel": {
    "label": "Occupation"
  },
  "occupationGroupLabel": {
    "label": "Occupation group"
  },
  "employmentType": {
    "label": "Employment type"
  },
  "workingHoursType": {
    "label": "Hours"
  },
  "numberOfVacancies": {
    "label": "Vacancies"
  },
  "applicationDeadline": {
    "label": "Deadline"
  },
  "publicationDate": {
    "label": "Published"
  },
  "webpageUrl": {
    "label": "Listing URL"
  },
  "applicationUrl": {
    "label": "Application URL"
  },
  "applicationEmail": {
    "label": "Application email"
  },
  "salaryType": {
    "label": "Salary type"
  },
  "descriptionText": {
    "label": "Description"
  },
  "searchTotal": {
    "label": "Total found"
  },
  "scrapedAt": {
    "label": "Scraped at"
  }
}
```

## About this Actor

This example demonstrates how to use [Arbetsformedlingen Jobs Search Scraper](https://apify.com/automation-lab/arbetsformedlingen-jobs-search-scraper) with a specific input configuration. Visit the [Actor detail page](https://apify.com/automation-lab/arbetsformedlingen-jobs-search-scraper) to learn more, explore other use cases, and run it yourself.