Who is SourceStack optimal for?
SourceStack is a job data platform covering 8M active jobs from 939k employers across 174 countries, with 67 data fields per posting. Their Query Builder UI, 900+ pre-built category filters, and delivery to REST API, CSV, Google Sheets, XML, and S3 make them a good fit for job board operators, technographic analysts, and sales intelligence teams who want a relatively self-serve product with multiple delivery options.
Use it if:
- You need a query-builder UI to filter jobs by category, country, or employer without writing API code.
- Google Sheets integration is valuable for your team's workflow.
- 174 countries covers your target markets and credit-based pricing fits your consumption pattern.
- You need combined jobs + company + SaaS product + eCommerce SKU data from one provider.
- SourceStack's 900+ pre-built categories align with your vertical focus.
When teams outgrow SourceStack
SourceStack's credit-based model and limited historical depth create challenges for teams scaling to high-volume job data pipelines, expanding globally, or needing multi-year trend analysis.
Typical challenges are:
- Credit-based pricing with costs available only on request - total spend depends on usage and is not fixed upfront.
- 174 countries vs Techmap's 250 - missing key markets in APAC, Africa, and LATAM.
- Limited historical depth - focused on current active postings without a deep multi-year archive.
- No AWS Data Exchange listing - enterprise data teams in AWS-native environments need additional integration.
- No Parquet format support - limits compatibility with data warehouses (Snowflake, BigQuery, Redshift).
Techmap vs SourceStack: Feature Comparison
| Feature | Techmap | SourceStack |
|---|---|---|
| Countries covered | 250 countries & territories (→ Explore) | 174 countries |
| Active job postings | 14.7M active (3-month window) | 7.88M active |
| Historical data | 405M+ from January 2020 | Limited historical depth |
| Data formats | JSON, CSV, XML, RSS/ATOM, Parquet | JSON, CSV, XML, Google Sheets, S3 |
| Delivery options | API, AWS S3, AWS Data Exchange | REST API, CSV, Google Sheets, XML, S3 |
| AWS Data Exchange | Yes - listed product | No |
| Parquet format | Yes | No |
| GDPR compliant | Yes (EU-based storage) | - |
Reasons to Choose Techmap's Job Data
Techmap covers 250 countries and territories, delivers 14.7M active job postings, and includes a 405M+ historical archive - making it the natural choice for job boards, sales intelligence platforms, and labour market researchers that need genuine global scale.
Why teams choose Techmap:
- 250 countries and territories: Strong APAC, Africa, and LATAM coverage for global products.
- Transparent pricing: Public plans from free, scaling at less than $1 per 1000 jobs (API).
- Historical archive: 405M+ postings from January 2020 for trend analysis and ML training.
- AWS Data Exchange listed: Enterprise procurement via AWS for cloud-native data teams.
- Parquet support: Columnar format for Snowflake, BigQuery, and Redshift data warehouses.
- GDPR-compliant EU storage: Full compliance documentation for European buyers.
- Volume and Startup discounts: We offer discounts for larger data volumes and early-stage Startups.
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