Technographics dataset
This technographics dataset offers a complete overview of the technology stacks used by businesses, sourced from job postings. With 389M records, it reveals the tools and software companies rely on, helping businesses identify tech trends and target potential customers effectively.
11,193,912
companies
32,407
technologies
Dataset
This dataset contains the following files
| company_id | keyword_id | keyword_slug | company_name | subcategory_slug | is_recruiting_agency | confidence | jobs | jobs_last_180_days | jobs_last_30_days | jobs_last_7_days | jobs_source_description | jobs_source_description_last_180_days | jobs_source_description_last_30_days | jobs_source_description_last_7_days | jobs_source_title | jobs_source_title_last_180_days | jobs_source_title_last_30_days | jobs_source_title_last_7_days | jobs_source_url | jobs_source_url_last_180_days | jobs_source_url_last_30_days | jobs_source_url_last_7_days | first_date_found | last_date_found | first_date_found_source_job_description | last_date_found_source_job_description | first_date_found_source_job_title | last_date_found_source_job_title | first_date_found_source_job_url | last_date_found_source_job_url | technology_rank_source_jobs | technology_rank_180_days_source_jobs | rank_last_date_found_source_job_url | rank_1_tie_source_jobs | rank_180_days_tie_source_jobs | relative_occurrence_within_category_source_jobs | relative_occurrence_within_category_180_days_source_jobs |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| d7a9a3e2a98999afaa77e64983165058 | 8 | activecampaign | TikTok | marketing-automation | false | high | 68 | 19 | 1 | 0 | 75 | 21 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1983-10-29 | 2026-02-16 | 1983-10-29 | 2026-02-16 | 2 | 1 | 1 | false | false | 0.39306358 | 0.5135135 | ||||
| 170b1d363bd8516fbf3a3eb05d4faff6 | 8 | activecampaign | Netflix | marketing-automation | false | high | 77 | 19 | 2 | 0 | 82 | 23 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-10-23 | 2026-02-28 | 2023-10-23 | 2026-02-28 | 1 | 1 | 1 | false | false | 0.9166667 | 0.95 | ||||
| 9af606ecc5a5cff1cb05cf23c4f2173d | 8 | activecampaign | Intuit | marketing-automation | false | low | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2025-08-01 | 2025-08-01 | 2025-08-01 | 2025-08-01 | 7 | 6 | 1 | false | false | 0.006557377 | 0 | ||||
| 03130557704ceb4addfa9b1718b232f5 | 8 | activecampaign | Wattpad | marketing-automation | false | low | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2024-03-28 | 2024-03-28 | 2024-03-28 | 2024-03-28 | 2 | 1 | 1 | false | true | 0.14285715 | 0 | ||||
| cdd16461ab27f5bce52a8d94f8632292 | 8 | activecampaign | Harvard University | marketing-automation | false | low | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2024-08-30 | 2024-08-30 | 2024-08-30 | 2024-08-30 | 5 | 3 | 1 | false | false | 0.027027028 | 0 | ||||
| dfc9a4ab592fa5dbc38940f2b9198401 | 17 | adobe-illustrator | H&M | graphic-design | false | high | 19 | 4 | 1 | 0 | 19 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2023-08-07 | 2026-03-04 | 2023-08-07 | 2026-03-04 | 1 | 2 | 1 | false | false | 0.27941176 | 0.2857143 | ||||
| 65d6b2613559085ad3f5303cc65df6ad | 17 | adobe-illustrator | IKEA | graphic-design | false | high | 303 | 34 | 4 | 2 | 304 | 35 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2022-04-02 | 2026-03-13 | 2022-04-02 | 2026-03-13 | 1 | 1 | 1 | false | false | 0.38697317 | 0.425 | ||||
| 776828efa2737f017d05c533df1f8041 | 17 | adobe-illustrator | Canva | graphic-design | false | high | 47 | 0 | 0 | 0 | 47 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2019-05-02 | 2023-11-13 | 2019-05-02 | 2023-11-13 | 1 | 3 | 1 | false | false | 0.26704547 | 0 | ||||
| b52ad9f8b35070955a0d0f5f460604ef | 17 | adobe-illustrator | Amazon Web Services, Inc. | graphic-design | false | high | 28 | 0 | 0 | 0 | 28 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2021-02-05 | 2024-03-28 | 2021-02-05 | 2024-03-28 | 1 | 2 | 1 | false | false | 0.23931624 | 0 | ||||
| b2ba39e47364e3f4db1b562d0f50d7a7 | 17 | adobe-illustrator | Cambridge University Press & Assessment | graphic-design | false | high | 25 | 9 | 0 | 0 | 26 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2021-11-25 | 2026-01-13 | 2021-11-25 | 2026-01-13 | 2 | 1 | 1 | false | false | 0.24509804 | 0.2647059 | ||||
| 12aae76d2e57289f114a0a001e193176 | 18 | adobe-photoshop | The Sun | graphic-design | false | high | 8 | 5 | 1 | 1 | 8 | 5 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2024-12-20 | 2026-03-11 | 2024-12-20 | 2026-03-11 | 1 | 1 | 1 | false | false | 0.6666667 | 0.71428573 | ||||
| bc7785207ee17284b88f4714a59f0a5b | 18 | adobe-photoshop | A.S.O | graphic-design | false | high | 9 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2022-06-28 | 2023-11-17 | 2022-06-28 | 2023-11-17 | 1 | 1 | 1 | false | true | 0.8181818 | 0 | ||||
| 0b334b0cf1b6da7b44da394ed88440d9 | 18 | adobe-photoshop | Asos.com | graphic-design | false | high | 13 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2021-11-24 | 2022-03-31 | 2021-11-24 | 2022-03-31 | 1 | 1 | 1 | false | true | 0.65 | 0 | ||||
| b97f5618f49d5adf844dfed21f9ef739 | 18 | adobe-photoshop | Frontiers | graphic-design | false | high | 14 | 1 | 0 | 0 | 14 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2020-12-24 | 2025-10-20 | 2020-12-24 | 2025-10-20 | 1 | 2 | 1 | false | false | 0.3888889 | 0.16666667 | ||||
| 60ee2efb217987661760bc388adb4030 | 18 | adobe-photoshop | Oxford University Press | graphic-design | false | high | 17 | 3 | 0 | 0 | 17 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2022-02-12 | 2026-02-12 | 2022-02-12 | 2026-02-12 | 1 | 2 | 1 | false | false | 0.36956522 | 0.23076923 | ||||
| 87f8a6ab85c9ced3702b4ea641ad4bb5 | 46 | aircall | Medium | business-phone-systems | false | high | 15 | 0 | 0 | 0 | 15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2022-12-19 | 2023-04-02 | 2022-12-19 | 2023-04-02 | 1 | 1 | 1 | false | true | 0.9375 | 0 | ||||
| 54c1794150bad25105d021ada337a389 | 46 | aircall | monday.com | business-phone-systems | false | medium | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2022-07-13 | 2022-07-13 | 2022-07-13 | 2022-07-13 | 1 | 1 | 1 | false | false | 1 | 0 | ||||
| a5d57d3efdaeb953b01f0be13bbff60b | 46 | aircall | Payoneer | business-phone-systems | false | medium | 5 | 3 | 0 | 0 | 5 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2025-06-25 | 2026-01-14 | 2025-06-25 | 2026-01-14 | 2 | 2 | 1 | false | false | 0.41666666 | 0.33333334 | ||||
| ad4bdc06afb32ed9b9e634d2130b7f28 | 46 | aircall | Anita Salon - Bintaro sektor 9 | business-phone-systems | false | low | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2025-11-08 | 2025-11-08 | 2025-11-08 | 2025-11-08 | 1 | 1 | 1 | true | true | 0.5 | 0.5 | ||||
| de5e20da7b720e48052aec6f5dbbac93 | 51 | airtable | AMERICAN EXPRESS | forms-and-surveys | false | high | 4 | 4 | 2 | 0 | 4 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2026-01-15 | 2026-02-20 | 2026-01-15 | 2026-02-20 | 1 | 1 | 1 | false | false | 1 | 1 |
Dataset Delivery
Ready-to-use files, delivered automatically
Get fresh technographic data in structured formats, delivered directly to your cloud storage on a daily schedule.
Flexible Update Frequency
Choose how often your data refreshes — from hourly live feeds to quarterly snapshots, matching your pipeline's cadence.
Learn moreParquet & CSV Formats
Export your data in the format that fits your stack — columnar Parquet for analytics warehouses or CSV for universal compatibility.
Learn moreS3 Bucket Delivery
Get data delivered directly to your Amazon S3 bucket — no manual downloads, no polling. Set it and forget it.
Learn more60+ Data Fields with Coverage
Each job record includes 60+ fields spanning job details, location, salary, company firmographics, and technologies — with transparent fill-rate metrics.
See full dictionaryData Quality
Built for accuracy and depth
Every signal is traceable, scored for confidence, and enriched with company and technology metadata.
33k+ Technology Catalog
From programming languages and frameworks to CRMs, ERPs, and cloud infrastructure — we track 33,000+ technologies across every category.
Explore catalog389M+ Tech Signals
Detect technology adoption changes as they happen. Our platform processes new technographic signals every minute from millions of job postings worldwide.
Learn about signals11M+ Company Database
Access technographic profiles for over 11M companies worldwide. Each profile includes the full technology stack with confidence scores and historical data.
Explore companiesTraceable to Source
Every technology signal links back to the original job postings. Verify any detection with direct access to the evidence — company, date, and job description.
How we source dataConfidence Scoring
Our three-tier confidence model (low, medium, high) estimates how likely it is a company actually uses a technology, based on mention volume, frequency, location, and recency.
How scoring worksTrusted by the world’s most innovative sales and marketing teams
Frequently asked questions