Dictionary
Complete reference for 41 technographic fields tracking company technology adoption through job postings, including v2 schema and migration guide from v1
Technographics v2
| Column | Type | Description | Fill Rate |
|---|---|---|---|
| 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 | 100.00% |
| keyword_id | int | ID of the technology (previously called technology_id) | 100.00% |
| keyword_slug | str | Slug identifier for the technology (new in v2) | 100.00% |
| company_name | str | Company name | 100.00% |
| subcategory_slug | str | Slug identifier for the technology subcategory (new in v2) | 100.00% |
| is_recruiting_agency | bool | Indicates if the company is a recruiting agency (new in v2) | 100.00% |
| confidence | str | How confident we are that the company uses this technology | 100.00% |
| jobs | int | Total number of jobs found mentioning this technology across all sources | 100.00% |
| jobs_last_180_days | int | Total number of jobs from the given company mentioning this technology in the last 180 days across all sources | 100.00% |
| jobs_last_30_days | int | Total number of jobs from the given company mentioning this technology in the last 30 days across all sources | 100.00% |
| jobs_last_7_days | int | Total number of jobs from the given company mentioning this technology in the last 7 days across all sources | 100.00% |
| jobs_source_description | int | Number of jobs from the given company mentioning this technology in the job description (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| jobs_source_title | int | Number of jobs from the given company mentioning this technology in the job title (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| jobs_source_url | int | Number of jobs from the given company mentioning this technology in the ATS URL (previously called jobs_source_final_url) | 100.00% |
| 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 (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| 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 (new in v2) | 100.00% |
| first_date_found | date | Date when the technology was first mentioned by the company in a job post, across all sources | 100.00% |
| last_date_found | date | Date when the technology was last mentioned by the company in a job post, across all sources | 100.00% |
| first_date_found_source_job_description | date | Date when the job description first mentioned the technology | 100.00% |
| last_date_found_source_job_description | date | Date when the job description last mentioned the technology | 100.00% |
| first_date_found_source_job_title | date | Date when the job title first mentioned the technology (new in v2) | 100.00% |
| last_date_found_source_job_title | date | Date when the job title last mentioned the technology (new in v2) | 100.00% |
| first_date_found_source_job_url | date | Date when the job ATS URL first mentioned the technology (previously called first_date_found_source_final_url) | 100.00% |
| last_date_found_source_job_url | date | Date when the job ATS URL last mentioned the technology (previously called last_date_found_source_final_url) | 100.00% |
| technology_rank_source_jobs | float | Rank of the technology within its category based on mentions in job postings (previously called technology_rank) | 100.00% |
| technology_rank_180_days_source_jobs | float | Rank of the technology within its category based on mentions in job postings over the last 180 days (previously called technology_rank_180_days) | 100.00% |
| rank_last_date_found_source_job_url | float | Rank of the technology within its category based on mentions in job ATS URLs as of the last date found (new in v2) | 100.00% |
| rank_1_tie_source_jobs | bool | Indicates if this technology is tied for the most mentioned in its category (previously called rank_1_tie) | 100.00% |
| rank_180_days_tie_source_jobs | bool | Indicates if this technology is tied for the most mentioned in its category over the last 180 days (previously called rank_180_days_tie) | 100.00% |
| relative_occurrence_within_category_source_jobs | float | Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company (previously called relative_occurrence_within_category) | 100.00% |
| relative_occurrence_within_category_180_days_source_jobs | 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 (new in v2) | 100.00% |
Differences from v1.0.0
The following columns are renamed:
technology_id→keyword_idtechnology_rank→technology_rank_source_jobstechnology_rank_180_days→technology_rank_180_days_source_jobsrank_1_tie→rank_1_tie_source_jobsrank_180_days_tie→rank_180_days_tie_source_jobsrelative_occurrence_within_category→relative_occurrence_within_category_source_jobsjobs_source_final_url→jobs_source_urlfirst_date_found_source_final_url→first_date_found_source_job_urllast_date_found_source_final_url→last_date_found_source_job_url
The following columns are added:
keyword_slug- Slug identifier for the technologysubcategory_slug- Slug identifier for the technology subcategoryis_recruiting_agency- Indicates if the company is a recruiting agencyjobs_source_description_last_180_days- Number of jobs mentioning this technology in the job description in the last 180 daysjobs_source_description_last_30_days- Number of jobs mentioning this technology in the job description in the last 30 daysjobs_source_description_last_7_days- Number of jobs mentioning this technology in the job description in the last 7 daysjobs_source_title- Number of jobs mentioning this technology in the job titlejobs_source_title_last_180_days- Number of jobs mentioning this technology in the job title in the last 180 daysjobs_source_title_last_30_days- Number of jobs mentioning this technology in the job title in the last 30 daysjobs_source_title_last_7_days- Number of jobs mentioning this technology in the job title in the last 7 daysjobs_source_url_last_180_days- Number of jobs mentioning this technology in the ATS URL in the last 180 daysjobs_source_url_last_30_days- Number of jobs mentioning this technology in the ATS URL in the last 30 daysjobs_source_url_last_7_days- Number of jobs mentioning this technology in the ATS URL in the last 7 daysfirst_date_found_source_job_title- Date when the job title first mentioned the technologylast_date_found_source_job_title- Date when the job title last mentioned the technologyrank_last_date_found_source_job_url- Rank of the technology within its category based on mentions in job ATS URLs as of the last date foundrelative_occurrence_within_category_180_days_source_jobs- Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company over the last 180 days
Technographics v1 (deprecated)
| Column | Type | Description | Fill Rate |
|---|---|---|---|
| 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 | 100.00% |
| technology_id | int | ID of the technology | 100.00% |
| company_name | str | Company name | 100.00% |
| confidence | str | How confident we are that the company uses this technology | 100.00% |
| first_date_found | date | Date when the technology was first mentioned by the company in a job post, in the ATS URL or in the job description | 100.00% |
| last_date_found | date | Date when the technology was last mentioned by the company in a job post, in the ATS URL or in the job description | 100.00% |
| jobs | int | Number of jobs found mentioning this technology | 100.00% |
| jobs_last_7_days | int | Number of jobs from the given company mentioning this technology in the last 7 days | 100.00% |
| jobs_last_30_days | int | Number of jobs from the given company mentioning this technology in the last 30 days | 100.00% |
| jobs_last_180_days | int | Number of jobs from the given company mentioning this technology in the last 180 days | 100.00% |
| first_date_found_source_job_description | date | Date when the job description first mentioned the technology | 100.00% |
| last_date_found_source_job_description | date | Date when the job description last mentioned the technology | 100.00% |
| technology_rank | float | Rank of the technology within its category based on mentions in job postings | 100.00% |
| technology_rank_180_days | float | Rank of the technology within its category based on mentions in job postings over the last 180 days | 100.00% |
| rank_1_tie | bool | Indicates if this technology is tied for the most mentioned in its category | 100.00% |
| rank_180_days_tie | bool | Indicates if this technology is tied for the most mentioned in its category over the last 180 days | 100.00% |
| relative_occurrence_within_category | float | Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company | 100.00% |
| jobs_source_final_url | int | Number of jobs from the given company mentioning this technology in the ATS URL | 100.00% |
| first_date_found_source_final_url | date | Date when the job ATS URL first mentioned the technology | 100.00% |
| last_date_found_source_final_url | date | Date when the job ATS URL last mentioned the technology | 100.00% |
Technologies
| Column | Type | Description | Fill Rate |
|---|---|---|---|
| technology_id | int | Internal ID of the technology | 100.00% |
| name | str | Name of the technology | 100.00% |
| slug | str | Slug of the technology | 100.00% |
| url | str | URL for more information about the technology | 100.00% |
| description | str | Description of the technology | 100.00% |
| category | str | Category of the technology | 100.00% |
| category_slug | str | Slug of the category of the technology | 100.00% |
| parent_category | str | Parent category of the technology | 100.00% |
| parent_category_slug | str | Slug of the parent category of the technology | 100.00% |
| jobs | int | Number of jobs found mentioning this technology | 100.00% |
| companies | int | Number of companies using this technology | 100.00% |
| companies_found_last_week | int | Number of companies found mentioning this technology in the last week | 100.00% |
How is this guide?
Last updated on
Technographic Data
Discover TheirStack's comprehensive technographic database with 21,000+ technologies mapped across 7.6M companies worldwide. Access real-time tech stack insights derived from millions of job postings with confidence scoring and complete data transparency.
How we source tech stack data
We infer technology usage from millions of jobs worldwide and give you some statistics on it.