Bright Data Alternative

Normalized Jobs, No Scraping Required

Bright Data offers scraper APIs and separate job datasets per site. Techmap delivers ready-to-use job postings in one normalized schema from 185 sources in 250 countries and territories incl. Remote - with a free tier to start today.

Techmap vs Bright Data at a glance

As of . Bright Data's figures are quoted from its public pages (see sources); Techmap's figures link to our live data.

Techmap vs Bright Data - job posting data comparison as of September 2026
TechmapBright Data
Coverage250 countries & territories incl. Remote (→ Explore)Depends on the scraped site[1]
Sources185 sources: 120 ATS platforms, job boards, aggregators, 7 public employment offices (→ Explore)Separate datasets per site (e.g. LinkedIn, Indeed, Glassdoor)[1]
Historical data & volume451M+ postings since January 2020 (8M new, 12M active per month) (→ Explore)Snapshots per dataset[1]
DuplicatesDuplicates kept and flagged (isDuplicate) - excluded with one API filter, or used to analyze where companies advertise (→ Explore)Not across sites (separate datasets)[1]
DeliveryJobs API & RSS API (RapidAPI), daily JSON Lines files on AWS S3 via AWS Data Exchange (→ Explore)Datasets, scraper APIs, MCP[1]
PricingAPI $1 per 1,000 job postings; feeds $400 per country & month; datasets $2,400 - $4,800 per country, one-time (→ Explore)Up to $0.0025 per record ($250 per 100K records)[1]
Free tier1,000 postings/month (Jobs API), 300 (RSS API), free Luxembourg feed & dataset (→ Explore)Free tier for MCP / APIs[1]
  1. Bright Data - Jobs datasets, retrieved September 2026.

What you should know before choosing Techmap

The API returns 10 postings per request

Correct - the Jobs API is metered per request of 10 postings, which works out at $1 per 1,000 job postings. For bulk volumes you don't page through the API at all: daily JSON Lines files per country arrive in your own S3 bucket via AWS Data Exchange, without request limits.

The API only covers the last 3 months

Correct - the API is built for fresh postings. Everything older lives in the historical archive: 451M+ postings since January 2020, sold per country as datasets in the same schema, so current and historical data join without mapping.

Duplicates are flagged, not removed

Correct - a posting with the same company, city, country and title within 3 days is kept and marked isDuplicate: true, with isDuplicateOf pointing to the first one. Add isDuplicate=false to an API query to exclude them. Keeping them is useful for analysis: they show on which boards, career pages and employment offices a company distributes its job ads - and how much it spends on them.

What you get with Techmap in return

  • 250 countries & territories incl. Remote - including markets many providers skip.
  • Archive since January 2020 - 451M+ postings for trend research and model training.
  • First-party sources - 120 ATS platforms and 7 public employment offices next to job boards and aggregators.
  • Bulk price per posting - $1 per 1,000 job postings via API, flat per-country prices for files.
  • AWS Data Exchange delivery - buy through your AWS account, files land in your S3 bucket.
  • Duplicates as a signal - see where a company distributes its job ads and estimate its job ad spend.
  • Free Luxembourg feed and dataset - check the full schema before you spend anything.
  • Data stored in the EU - all data lives in AWS eu-central-1 (Frankfurt, Germany), GDPR-compliant.

When to choose Techmap - and when Bright Data

Choose Techmap if

  • One normalized schema across all sources instead of one dataset per site.
  • Postings directly from ATS career pages and public employment offices.
  • A continuous archive since January 2020, not per-dataset snapshots.

Choose Bright Data instead if

  • You want raw data from one specific job site, or to run your own scrapers on its proxy network.

Reasons to Choose Techmap's Job Data

Techmap is purpose-built for job posting data at scale. Whether you're running a job board, a sales intelligence platform, or a labour market analytics product, Techmap gives you structured data without running scrapers yourself.

What Techmap offers:

  • No scrapers to run: Structured data delivered via API or as JSON Lines files to your S3 bucket via AWS Data Exchange.
  • Public pricing: $1 per 1,000 job postings via the API, $400 per country & month for data feeds.
  • Historical archive: 451M+ job postings from January 2020 as per-country datasets.
  • 250 countries and territories incl. Remote: From 120 ATS platforms, 7 public employment offices, job boards and aggregators.
  • Self-serve free tier: Free plans for the Jobs API and RSS API on RapidAPI, plus free Luxembourg files on AWS.
  • GDPR-compliant (Techmap GmbH, EU).
  • Discounts: 3- and 12-month feed bundles, Country Bundle, and Startup & Research discounts.

Try it free

No sales call - start with the free tier that fits how you want to use the data.

Jobs API

JSON queries across all countries (last 3 months). Free Basic plan: 100 requests = 1,000 job postings per month.

Start free on RapidAPI

Data feed

Ongoing data: daily JSON Lines files on AWS S3 with the last 3 months of postings. Free for Luxembourg, same format as every paid country feed.

Get the free feed (AWS)

Historical dataset

History since January 2020: every daily file for a country. Free for Luxembourg, same format as every paid dataset.

Get the free dataset (AWS)

Switch from Bright Data to Techmap in 6 steps

  1. Subscribe to Techmap's API on RapidAPI or the Techmap Data Feeds on AWS Data Exchange. Start with the free API tier or the free Luxembourg dataset.
  2. Define your country, industry, and date filters in Techmap's API (see documentation) - no scraping configuration needed.
  3. Map Techmap's structured schema to your existing data model - fields like title, company, location, and date are normalized and consistent.
  4. Switch delivery to data feeds on AWS Data Exchange for high-volume use cases - per-country files in your S3 bucket.
  5. Decommission your Bright Data scrapers once you've validated Techmap's coverage for your target markets.
  6. Cancel your Bright Data subscription if you no longer need it.

Questions? Share your current data schema and we'll help you map it to Techmap's fields.

Frequently Asked Questions

What does Bright Data offer for job posting data?

Bright Data offers separate job datasets per site (e.g. LinkedIn, Indeed, Glassdoor), scraper APIs and MCP access, priced at up to $0.0025 per record. Techmap delivers one normalized schema across 185 sources - ATS career pages, job boards, aggregators and public employment offices - with duplicates flagged (useful to see where a company distributes its job ads), no scraping setup required. The Jobs API has a free tier and costs $1 per 1,000 job postings.

Does Techmap require any scraping infrastructure or proxy setup?

No. Techmap is a fully managed job data service. You query our API or subscribe to our data feeds and receive clean, structured job postings directly. There is no proxy rotation or scraper maintenance on your side.

What delivery options does Techmap support compared to Bright Data?

Techmap offers the Jobs API (JSON) and RSS API (RSS/XML) on RapidAPI, plus hourly updated data feeds and historical datasets as gzip-compressed JSON Lines files per country, delivered to your AWS S3 bucket via AWS Data Exchange - easily converted to CSV, XML or Parquet. Bright Data offers datasets, scraper APIs and MCP access.

Does Techmap provide historical job posting data?

Yes. Techmap has 451M+ historical job postings dating back to January 2020, covering 250 countries and territories incl. Remote. The archive is available as historical datasets per country - no scraping job needed to build it retroactively.

Can a Bright Data scraper collect job postings from company ATS career pages?

Scraping tools can be pointed at career pages, but each ATS platform - Workday, Greenhouse, Lever, iCIMS, Taleo, and many others - has its own page structure, so you would build, maintain and normalize a scraper per platform yourself. Techmap collects from all 120 ATS platforms directly as part of its 185-source network, delivering a single normalized schema across every source without any per-platform scraper development.

Does Techmap deduplicate job postings like Bright Data?

Techmap keeps duplicates and flags them: the same company, city, country and title within 3 days gets isDuplicate: true and isDuplicateOf points to the first posting. One API filter (isDuplicate=false) excludes them. Kept duplicates are useful for analysis, e.g. where a company distributes its job ads and how much it spends on them.

How far back does Techmap's job data go?

The API covers the last 3 months. The archive holds 451M+ postings since January 2020, sold per country as historical datasets in the same schema.

Can I try Techmap for free?

Yes: 1,000 postings per month on the Jobs API, 300 on the RSS API, and a free Luxembourg data feed and historical dataset on AWS Data Exchange.

All product names, logos, and brands are property of their respective owners. This comparison is created by Techmap GmbH and is not affiliated with or endorsed by Bright Data.

Last updated September 2026

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