Technographics dataset

This technographics dataset offers a complete over of the technology stacks used by businesses, sourced from job postings. With 40 million records, it reveals the tools and software companies rely on, helping businesses identify tech trends and target potential customers effectively.

5,831,866

companies

21,013

technologies

Dataset

The technographics dataset has 3 files: technologies, companies and technograhics

company_idkeyword_idkeyword_slugcompany_nametechnology_namesubcategory_slugis_recruiting_agencyconfidencejobs_totaljobs_total_last_180_daysjobs_total_last_30_daysjobs_total_last_7_daysjobs_source_descriptionjobs_source_description_last_180_daysjobs_source_description_last_30_daysjobs_source_description_last_7_daysjobs_source_titlejobs_source_title_last_180_daysjobs_source_title_last_30_daysjobs_source_title_last_7_daysjobs_source_urljobs_source_url_last_180_daysjobs_source_url_last_30_daysjobs_source_url_last_7_daysfirst_date_foundlast_date_foundfirst_date_found_source_descriptionlast_date_found_source_descriptionfirst_date_found_source_titlelast_date_found_source_titlefirst_date_found_source_urllast_date_found_source_urltechnology_ranktechnology_rank_180_daystechnology_rank_url_last_date_foundrank_1_tierank_180_days_tierank_url_last_date_found_tierank_last_keyword_used_final_urlrelative_occurrence_within_categoryrelative_occurrence_within_category_180_days
170b1d363bd8516fbf3a3eb05d4faff68activecampaignNetflixActiveCampaignmarketing-automationfalsehigh371852371852000000002023-10-232025-03-072023-10-232025-03-07\N\N\N\N111falsefalsetrue10.740.8181818
d7a9a3e2a98999afaa77e649831650588activecampaignTikTokActiveCampaignmarketing-automationfalsemedium301320351320000000001983-10-292025-02-251983-10-292025-02-25\N\N\N\N221falsefalsetrue10.319148930.37142858
530f21a73dc969866c85ce264a794ecd8activecampaignOrbo.aiActiveCampaignmarketing-automationfalselow20002000000000002023-08-072023-09-152023-08-072023-09-15\N\N\N\N221falsefalsetrue10.40
cdd16461ab27f5bce52a8d94f86322928activecampaignHarvard UniversityActiveCampaignmarketing-automationfalselow10001000000000002024-08-302024-08-302024-08-302024-08-30\N\N\N\N531falsefalsetrue10.034482760
110d0ce0f5db00524a5e4a908709ff998activecampaignEnvatoActiveCampaignmarketing-automationfalselow20002000000000002020-12-102021-12-242020-12-102021-12-24\N\N\N\N111truetruetrue10.40
de9402e6c300b9f0f44bc9166a4604fa12acuity-schedulingSquarespaceAcuity Schedulingappointments-and-schedulingfalsehigh431400431400100000002021-02-182025-02-032021-02-182025-02-032022-12-072022-12-07\N\N111falsefalsetrue10.977272751
b52ad9f8b35070955a0d0f5f460604ef17adobe-illustratorAmazon Web Services, Inc.Adobe Illustratorgraphic-design-softwarefalsehigh2800028000000000002021-02-052024-03-282021-02-052024-03-28\N\N\N\N111falsetruetrue10.245614040
776828efa2737f017d05c533df1f804117adobe-illustratorCanvaAdobe Illustratorgraphic-design-softwarefalsehigh4700047000000000002019-05-022023-11-132019-05-022023-11-13\N\N\N\N131falsefalsetrue10.299363050
65d6b2613559085ad3f5303cc65df6ad17adobe-illustratorIKEAAdobe Illustratorgraphic-design-softwarefalsehigh2153711021537110000000002022-04-022025-03-032022-04-022025-03-03\N\N\N\N121falsefalsetrue10.388086650.33035713
af572ffffaa5a75e0c1ac3d1772ab4e217adobe-illustratorMcGraw HillAdobe Illustratorgraphic-design-softwarefalsehigh3390033900000000002021-12-162025-02-052021-12-162025-02-05\N\N\N\N121falsefalsetrue10.26829270.2647059
965b11a46418878a13732a04b3db07b317adobe-illustratorNikeAdobe Illustratorgraphic-design-softwarefalsehigh1218614412186144000000002022-03-052025-03-062022-03-052025-03-06\N\N\N\N111falsefalsetrue10.351744170.352459
bc7785207ee17284b88f4714a59f0a5b18adobe-photoshopA.S.OAdobe Photoshopgraphic-design-softwarefalsehigh90009000000000002022-06-282023-11-172022-06-282023-11-17\N\N\N\N111falsetruetrue10.81818180
844a3d6e07ae35f4625f7fbe70a96f7118adobe-photoshopASOS.comAdobe Photoshopgraphic-design-softwarefalsehigh682740882840000000002023-10-062025-02-252023-10-062025-02-25\N\N\N\N111falsefalsetrue10.82926830.8181818
0b334b0cf1b6da7b44da394ed88440d918adobe-photoshopAsos.comAdobe Photoshopgraphic-design-softwarefalsehigh1300013000000000002021-11-242022-03-312021-11-242022-03-31\N\N\N\N111falsetruetrue10.650
a61d00661142b2d5c6ab4e7fcf6d13c618adobe-photoshopBBCAdobe Photoshopgraphic-design-softwarefalsehigh542160542160000000002021-11-232025-02-262021-11-232025-02-26\N\N\N\N111falsefalsetrue10.364864860.45652175
53c6f3cca240d98b5e648d93115a242618adobe-photoshopDHLAdobe Photoshopgraphic-design-softwarefalsehigh281350281350000000002022-05-042025-02-282022-05-042025-02-28\N\N\N\N111falsefalsetrue10.30434780.325
87f8a6ab85c9ced3702b4ea641ad4bb546aircallMediumAircallbusiness-phone-systemsfalsehigh1500015000000000002022-12-192023-04-022022-12-192023-04-02\N\N\N\N111falsetruetrue10.93750
54c1794150bad25105d021ada337a38946aircallmonday.comAircallbusiness-phone-systemsfalsemedium10001000000000002022-07-132022-07-132022-07-132022-07-13\N\N\N\N111falsefalsefalse110
03130557704ceb4addfa9b1718b232f551airtableWattpadAirtableforms-and-surveysfalsehigh1800018000000000002021-05-052024-08-172021-05-052024-08-17\N\N\N\N111falsetruetrue10.56250

Dictionary

Column nameData typeDescription
company_id
str
ID of the company, meant to be used only as a join key between the company and the company_technologies datasets. Will change in the future
keyword_id
int
ID of the technology
keyword_slug
str
Slug identifier for the technology
company_name
str
Company name
technology_name
str
Name of the technology
subcategory_slug
str
Slug identifier for the technology subcategory
is_recruiting_agency
bool
Indicates if the company is a recruiting agency
confidence
str
How confident we are that the company uses this technology
jobs_total
int
Total number of jobs found mentioning this technology across all sources
jobs_total_last_180_days
int
Total number of jobs from the given company mentioning this technology in the last 180 days across all sources
jobs_total_last_30_days
int
Total number of jobs from the given company mentioning this technology in the last 30 days across all sources
jobs_total_last_7_days
int
Total number of jobs from the given company mentioning this technology in the last 7 days across all sources
jobs_source_description
int
Number of jobs from the given company mentioning this technology in the job description
jobs_source_description_last_180_days
int
Number of jobs from the given company mentioning this technology in the job description in the last 180 days
jobs_source_description_last_30_days
int
Number of jobs from the given company mentioning this technology in the job description in the last 30 days
jobs_source_description_last_7_days
int
Number of jobs from the given company mentioning this technology in the job description in the last 7 days
jobs_source_title
int
Number of jobs from the given company mentioning this technology in the job title
jobs_source_title_last_180_days
int
Number of jobs from the given company mentioning this technology in the job title in the last 180 days
jobs_source_title_last_30_days
int
Number of jobs from the given company mentioning this technology in the job title in the last 30 days
jobs_source_title_last_7_days
int
Number of jobs from the given company mentioning this technology in the job title in the last 7 days
jobs_source_url
int
Number of jobs from the given company mentioning this technology in the ATS URL
jobs_source_url_last_180_days
int
Number of jobs from the given company mentioning this technology in the ATS URL in the last 180 days
jobs_source_url_last_30_days
int
Number of jobs from the given company mentioning this technology in the ATS URL in the last 30 days
jobs_source_url_last_7_days
int
Number of jobs from the given company mentioning this technology in the ATS URL in the last 7 days
first_date_found
date
Date when the technology was first mentioned by the company in a job post, across all sources
last_date_found
date
Date when the technology was last mentioned by the company in a job post, across all sources
first_date_found_source_description
date
Date when the job description first mentioned the technology
last_date_found_source_description
date
Date when the job description last mentioned the technology
first_date_found_source_title
date
Date when the job title first mentioned the technology
last_date_found_source_title
date
Date when the job title last mentioned the technology
first_date_found_source_url
date
Date when the job ATS URL first mentioned the technology
last_date_found_source_url
date
Date when the job ATS URL last mentioned the technology
technology_rank
float
Rank of the technology within its category based on mentions in job postings
technology_rank_180_days
float
Rank of the technology within its category based on mentions in job postings over the last 180 days
technology_rank_url_last_date_found
float
Rank of the technology within its category based on mentions in job ATS URLs as of the last date found
rank_1_tie
bool
Indicates if this technology is tied for the most mentioned in its category
rank_180_days_tie
bool
Indicates if this technology is tied for the most mentioned in its category over the last 180 days
rank_url_last_date_found_tie
bool
Indicates if this technology is tied for the most mentioned in its category in job ATS URLs as of the last date found
rank_last_keyword_used_final_url
int
Rank of the technology based on the last time it was mentioned in a job ATS URL
relative_occurrence_within_category
float
Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company
relative_occurrence_within_category_180_days
float
Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company over the last 180 days

Delivery options

The technographics dataset is available in multiple formats and delivery options

MethodsAPI download, Webhook, Amazon S3
FrequencyOnce, Daily, Weekly, Monthly, Quarterly, or Custom basis
FormatJSON, CSV, Parquet

Stadistics

Records in the dataset40M technographics, 21K technologies, 4M companies
Data fields30 fields
Records update last 30 days90%
Sourcejob postings

Trusted by the world’s most innovative sales and marketing teams

Landbot logoQonto logoRelebant logoGenesy AI logoTechRec logoStacker logo

Frequently asked questions