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Adding a technology or job filter to your company searchBackfilling a job boardHow to fetch jobs periodically using the Jobs APIHow to Choose the Best Way to Access TheirStack DataHow to find old jobsHow to identify companies with problems your software solvesOutreach companies actively hiringHow to send a slack message for every new job foundMonitoring open jobs from current and past customersIntegration guide for sales intelligence software

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Job Data

Dictionary

Explore all 60 job dataset fields including column names, data types, descriptions, and fill rates showing data completeness metrics for each field

ColumnTypeDescriptionFill Rate
id
integer

Unique identifier for the job

100.00%
url
str

URL of the job posting. If we have a URL where the job board redirects to, where the job is originally posted, this URL will be returned here. Otherwise, the value of this field will be the same as the value of the source_url field.

100.00%
job_title
str

Title of the job position

100.00%
date_posted
date

Date when the job was posted

100.00%
company_name
str

Name of the company offering the job

100.00%
description
str

Full description of the job

100.00%
location
str

Location of the job

97.03%
short_location
str

Short version of the job location

97.03%
long_location
str

Long version of the job location

97.03%
state_code
str

State code of the job location

87.56%
latitude
float

Latitude of the job location

97.19%
longitude
float

Longitude of the job location

97.19%
postal_code
str

Postal code of the job location

29.63%
remote
boolean

Whether the job is remote

5.40%
hybrid
boolean

Whether the job is hybrid (partially remote)

7.16%
salary_string
str

Salary information as a string

100.00%
min_annual_salary
float

Minimum annual salary

23.08%
min_annual_salary_usd
float

Minimum annual salary in USD

23.07%
max_annual_salary
float

Maximum annual salary

21.67%
max_annual_salary_usd
float

Maximum annual salary in USD

21.67%
avg_annual_salary_usd
float

Average annual salary in USD

21.47%
salary_currency
str

Currency of the salary

25.49%
country_codes
array

List of country codes where the job is available

99.98%
discovered_at
datetime

Timestamp when the job was discovered by TheirStack. Will be equal or greater than the value of the date_posted field. Most jobs are discovered within 24 hours of being posted, and many some jobs are also discovered in the following days. Read more about this here.

100.00%
source_url
str

URL of the job board where the job was found

100.00%
seniority
str

Seniority level of the job position. One of the following values: c_level, staff, senior, mid_level, junior

100.00%
hiring_team
json

Information about the hiring team

8.49%
company.id
str

Unique identifier for the company

100.00%
company.name
str

Name of the company

100.00%
company.domain
str

Company website domain

70.69%
company.possible_domains
array

List of possible company domains

-
company.iso2
str

Two-letter country code where the company is based

56.11%
company.industry_id
integer

Industry classification ID

68.79%
company.employee_count
integer

Number of employees at the company

70.32%
company.annual_revenue_usd
float

Annual revenue in USD

20.33%
company.total_funding_usd
float

Total funding raised in USD

3.15%
company.funding_stage
str

Current funding stage (e.g., Series A, Series B)

10.55%
company.last_funding_round_date
date

Date of the most recent funding round

11.74%
company.founded_year
integer

Year the company was founded

24.75%
company.yc_batch
str

Y Combinator batch (if applicable)

0.15%
company.linkedin_id
str

LinkedIn company ID

50.07%
company.linkedin_url
str

LinkedIn company URL

57.87%
company.apollo_id
str

Apollo.io company ID

27.07%
company.is_recruiting_agency
boolean

Whether the company is a recruiting agency

8.85%
company.is_consulting_agency
boolean

Whether the company is a consulting agency

0.00%
company.logo_url
str

URL of the company logo

69.55%
company.annual_revenue_usd_readable
str

Human-readable annual revenue (e.g., "$1.5M")

20.33%
company.last_funding_round_amount_readable
str

Human-readable last funding amount

2.51%
company.long_description
str

Detailed description of the company

99.79%
company.seo_description
str

SEO-optimized company description

60.70%
company.city
str

City where the company is headquartered

54.43%
company.postal_code
str

Postal code of company headquarters

48.72%
company.alexa_ranking
integer

Alexa ranking of the company website

15.55%
company.publicly_traded_symbol
str

Stock ticker symbol (if publicly traded)

7.49%
company.publicly_traded_exchange
str

Stock exchange where the company is listed

7.59%
company.investors
str

List of company investors

100.00%
company.num_jobs
integer

Total number of jobs posted by this company

100.00%
company.num_jobs_last_30_days
integer

Number of jobs posted in the last 30 days

100.00%
keyword_slugs
array

List of technology slugs of technologies mentioned in the job title, description, or URL

57.84%
locations
array

List of Location objects, as described here

69.07%
employment_statuses
array

Array containing one or more employment status values. Possible values: temporary, full_time, internship, contract, part_time, other, apprenticeship, seasonal, volunteer, co_founder

88.76%
workplace_types
array

Array containing one or more workplace type values. Possible values: on_site, hybrid, remote

50.56%

FAQS

How is this guide?

Last updated on

Data workflow

Learn how we transform raw job postings into high-quality, normalized data through our 5-step workflow covering acquisition, extraction, deduplication, enrichment, and quality assurance

Freshness

Discover how we collect job data with multi-tiered scraping frequencies from 10 minutes to daily.

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FAQS