Bumeran Jobs Scraper

Collect current Bumeran jobs from seven public LATAM job-board sites in one normalized dataset.

Bumeran Jobs Scraper searches vacancies, opens each job detail, and returns stable job IDs, titles, employers, countries, locations, modality, dates, salary fields, structured requirements, descriptions, and canonical URLs.

Use it for recruiting research, regional vacancy feeds, spreadsheet exports, and scheduled monitoring without maintaining a separate parser for every country portal.

What does Bumeran Jobs Scraper do?

The Actor supports these public Bumeran-family sites:

• Argentina — Bumeran (bumeran.com.ar)
• Chile — Laborum (laborum.cl)
• Ecuador — Multitrabajos (multitrabajos.com)
• Mexico — Bumeran (bumeran.com.mx)
• Panama — Konzerta (konzerta.com)
• Peru — Bumeran (bumeran.com.pe)
• Venezuela — Bumeran (bumeran.com.ve)

For every selected country, it:

1. Searches the public vacancy catalog.
2. Paginates until the requested limit is reached or results end.
3. Opens each vacancy through the source's public detail data route.
4. Normalizes country-specific fields into a shared schema.
5. Charges and saves only valid, unique vacancy records.

Specific public job URLs can also be extracted directly with startUrls.

Who is this Bumeran jobs extractor for?

Recruiters and sourcing teams

Build a current pool of roles by keyword, country, employer, location, or modality.

Job aggregators

Feed stable IDs and canonical URLs into deduplication and publishing pipelines.

Labor-market analysts

Compare hiring activity, categories, contract types, and work modalities across LATAM markets.

Data and automation teams

Schedule recurring Apify Tasks and compare jobId plus modifiedAt between runs.

Researchers

Export structured vacancy data to CSV, Excel, JSON, or a database without parsing page markup.

Why use this Actor?

• One input covers seven related LATAM portals.
• Every saved item includes the full public detail response, not only a search-card summary.
• Stable jobId values support deduplication and change tracking.
• publishedAt, modifiedAt, and expiresAt support incremental monitoring workflows.
• Country output is balanced when several countries are selected, so a large first market does not consume the entire limit.
• Direct HTTP and coherent source sessions keep memory and runtime lower than a browser-only scraper.
• Optional Apify Proxy settings are available for users who need a controlled network route.

The Actor does not apply to jobs, log in, or collect private applicant information.

What Bumeran job data can I extract?

Field	Meaning
jobId	Stable numeric vacancy identifier
title	Published job title
employer, employerId	Employer name and source ID when disclosed
countryCode, country	Normalized country identifiers
location, province, city	Published geographic fields
modality	Remote, hybrid, or on-site label when supplied
employmentType	Full-time, part-time, or another source type
contractType	Published contract arrangement
seniority	Published seniority level
area, subArea	Source job categories
vacancies	Number of openings when disclosed
salaryMin, salaryMax	Published salary bounds when available
salaryFrequency, salaryType	Source salary metadata
publishedAt, modifiedAt, expiresAt	Vacancy lifecycle timestamps
description, descriptionHtml	Plain-text and original HTML descriptions
requirements	Structured education, experience, salary, skill, and language requirements
skills, languages, benefits	Convenient normalized arrays
jobUrl	Canonical public vacancy URL
scrapedAt	Time the record was collected

Many employers do not publish salary values, benefits, or every requirement.

Those fields are returned as null or an empty array rather than guessed.

How to scrape Bumeran jobs

1. Open the Actor in Apify Console.
2. Choose one or more country codes.
3. Enter an optional keyword such as desarrollador, ventas, or remoto.
4. Choose newest-first or relevance sorting.
5. Set maxItems to the number of fully enriched jobs needed.
6. Click Start.
7. Open the default dataset to preview, download, or integrate the results.

A small first run is recommended before increasing the limit.

Input parameters

Parameter	Type	Default	Description
countryCodes	array	["AR"]	Country sites to search: AR, CL, EC, MX, PA, PE, or VE
query	string	empty	Optional keyword or phrase, maximum 120 characters
startUrls	array	[]	Specific supported public job detail URLs
sort	string	recent	recent for newest jobs or relevant for search relevance
maxItems	integer	50	Global output limit from 1 to 10,000
maxConcurrency	integer	4	Concurrent detail requests, from 1 to 10
proxyConfiguration	object	none	Optional Apify Proxy configuration

At least one country code is required.

Explicit URLs are processed before search results and count toward the same maxItems limit.

Unsupported domains, malformed detail URLs, and invalid country codes fail the run with a clear error.

Example inputs

Search developer jobs in Argentina

{
  "countryCodes": ["AR"],
  "query": "desarrollador",
  "sort": "relevant",
  "maxItems": 10
}

Collect sales jobs from Bumeran Mexico

{
  "countryCodes": ["MX"],
  "query": "ventas",
  "sort": "recent",
  "maxItems": 10
}

Monitor remote vacancies across four countries

{
  "countryCodes": ["AR", "CL", "MX", "PE"],
  "query": "remoto",
  "sort": "recent",
  "maxItems": 20
}

The last input returns a balanced sample from all four selected country sites when enough matching jobs exist.

Example Bumeran job output

This shortened example reflects current Actor output:

{
  "jobId": "1118383446",
  "title": "Encargada de Marketing y Ventas",
  "employer": "Nifla",
  "countryCode": "MX",
  "country": "Mexico",
  "location": "Ciudad de México, Distrito Federal, Mexico",
  "modality": "Presencial",
  "employmentType": "Full-time",
  "publishedAt": "2026-07-31T02:02:27",
  "modifiedAt": "2026-07-31T10:21:09",
  "skills": [],
  "languages": [],
  "jobUrl": "https://www.bumeran.com.mx/empleos/encargada-de-marketing-y-ventas-nifla-1118383446.html",
  "scrapedAt": "2026-08-01T07:00:00.000Z"
}

The complete row also includes descriptions, structured requirements, salary fields, categories, contract details, and vacancy status.

How much does it cost to scrape Bumeran jobs?

This Actor uses pay-per-event pricing:

• one start event per run;
• one item event for each valid vacancy saved.

The current start fee is $0.0005.

At the BRONZE tier, each saved job is $0.0008.

Approximate BRONZE examples:

Saved jobs	Approximate total
10	$0.0085
100	$0.0805
1,000	$0.8005

Higher Apify plan tiers receive the discounts configured in the Actor pricing table.

Only validated dataset items are charged as item events.

No separate event is charged for details, requirements, descriptions, or salary fields.

Monitoring new and changed vacancies

Create an Apify Task with sort: "recent", then add a schedule.

Use this downstream key:

countryCode + ":" + jobId

For each key:

• a previously unseen key is a new vacancy;
• a changed modifiedAt value indicates a source update;
• an absent key may require confirmation over multiple runs before treating a vacancy as removed;
• expiresAt can help identify expected closure dates.

The Actor returns the data needed for incremental comparison.

It does not maintain a hidden cross-run database or suppress unchanged records.

This keeps every run reproducible and lets users control retention rules.

Export and integration workflows

Results are stored in the default Apify dataset.

You can:

• download JSON, CSV, Excel, XML, or HTML;
• connect datasets to Google Sheets;
• send new rows through Make or Zapier;
• load jobs into BigQuery, Snowflake, PostgreSQL, or another warehouse;
• trigger webhooks when scheduled runs finish;
• compare snapshots in a data pipeline;
• build a normalized internal vacancy feed.

Use jobId for source-level identity and jobUrl for human review.

API usage

Replace YOUR_TOKEN with an Apify API token.

cURL

curl -X POST \
  "https://api.apify.com/v2/acts/automation-lab~bumeran-jobs-scraper/runs?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"countryCodes":["AR","MX"],"query":"remoto","sort":"recent","maxItems":20}'

JavaScript

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('automation-lab/bumeran-jobs-scraper').call({
  countryCodes: ['AR', 'MX'],
  query: 'remoto',
  sort: 'recent',
  maxItems: 20,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_TOKEN")
run = client.actor("automation-lab/bumeran-jobs-scraper").call(run_input={
    "countryCodes": ["AR", "MX"],
    "query": "remoto",
    "sort": "recent",
    "maxItems": 20,
})

items = client.dataset(run["defaultDatasetId"]).list_items().items
print(items)

Use Bumeran Jobs Scraper with MCP

Add the Apify MCP server to Claude Code:

claude mcp add --transport http apify \
  "https://mcp.apify.com?tools=automation-lab/bumeran-jobs-scraper"

Claude Desktop

Add this server to Claude Desktop's MCP configuration:

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=automation-lab/bumeran-jobs-scraper"
    }
  }
}

Cursor

Add the same JSON under Cursor Settings → MCP and enable the apify server.

VS Code

Add the same HTTP MCP server URL to your VS Code MCP configuration, then select the automation-lab/bumeran-jobs-scraper tool.

Example prompts:

• “Run Bumeran Jobs Scraper for remote developer roles in Argentina and Mexico, maximum 30 jobs.”
• “Collect the newest sales vacancies from Bumeran Mexico and summarize employers by city.”
• “Compare job IDs and modified dates from this run with yesterday's dataset.”

Performance and proxy behavior

The Actor uses lightweight HTTP requests and a coherent cookie/token session for each country.

Default memory is 256 MB.

Detail concurrency defaults to four requests.

Increasing concurrency can improve speed, but overly aggressive values may raise upstream errors.

Direct public access is used when proxyConfiguration is omitted.

When a proxy is configured, its identity remains paired with that country's session cookies and tokens.

The Actor does not automatically switch to residential traffic, avoiding unexpected proxy spend.

Limitations

• Bumeran-family sites can change endpoints, fields, anti-bot controls, or taxonomies.
• Search results reflect what each public country portal currently returns.
• Salary is often withheld, so salary fields may be null.
• Confidential listings may omit employer names.
• Text search relevance is determined by the source.
• Dates are normalized from source-local timestamps without inventing a timezone offset.
• Multi-country limits are balanced, not ranked globally across all countries.
• The Actor extracts public vacancy data; it does not submit applications.
• A successful no-result query produces an empty dataset.

For high limits, test a smaller run first and consider using a schedule rather than repeated manual runs.

Responsible use and legality

Use this Actor only for lawful purposes and data you are authorized to process.

Public job listings can still contain personal or sensitive information in free-text descriptions.

Follow applicable privacy, employment, database, copyright, and anti-discrimination laws.

Respect source terms, reasonable request rates, and data-retention obligations.

Do not use output to send spam, discriminate against candidates, impersonate employers, or automate applications without authorization.

You are responsible for deciding whether your use case and jurisdiction permit collection and reuse.

Troubleshooting

The dataset is empty

Check the query spelling, country selection, and source site manually.

Try a broader keyword or omit query to request recent vacancies.

An empty dataset is expected when the source reports no matches.

A specific URL fails validation

Use a full HTTPS public job detail URL from one of the seven supported domains.

The URL must end with the numeric job ID and .html.

Search pages and employer pages are not accepted as startUrls.

The source returns 403 or 429

Keep maxConcurrency at four or lower and retry later.

If your network route is restricted, configure Apify Proxy explicitly.

Do not rotate identity between bootstrap and detail requests.

Some fields are null

That means the source did not publish the value.

The Actor does not infer salaries, employer identities, or requirements.

FAQ

Does it cover all Bumeran LATAM sites?

It supports the seven public sites listed above: Argentina, Chile, Ecuador, Mexico, Panama, Peru, and Venezuela.

Can I monitor only remote roles?

Use a query such as remoto and schedule the Task.

The source decides matching; confirm modality in each returned row.

Can I extract one job URL?

Yes. Add the supported detail URL to startUrls and set maxItems to at least one.

Are job descriptions included?

Yes. Each item includes plain text in description and source HTML in descriptionHtml.

Does the Actor deduplicate results?

Yes, within a run by country and stable source job ID.

Use countryCode:jobId to deduplicate across scheduled runs.

Does it scrape applicant profiles?

No. It extracts anonymous public vacancy data only.

Related Automation Labs actors

For broader job-market workflows, consider these Automation Labs Actors when they match your source:

• Computrabajo Scraper for another major LATAM job network.
• LinkedIn Jobs Scraper for LinkedIn vacancy research.
• Indeed Scraper for Indeed job listings.

Combine source-specific datasets in a downstream pipeline and retain each source's stable identifier and URL.