US POSTINGS

Column Name	Snowflake	Big Query	Databricks	Parquet	Comment
ACTIVE_SOURCES_INFO	ARRAY	JSON	ARRAY	JSON	Source information for each active url.
ACTIVE_URLS	ARRAY	JSON	ARRAY	JSON	URLs for the job posting that are determined to be active at the time of the last periodic check.
BODY	VARCHAR	STRING	STRING	STRING	Full text of the posting from one of the sources.
CERTIFICATIONS	ARRAY	JSON	ARRAY	JSON	IDs of certifications included in the posting. IDs are from the latest Skills Taxonomy (taxonomy version: see the US Postings Meta).
CERTIFICATIONS_NAME	ARRAY	JSON	ARRAY	JSON	Names of certifications included in the posting. Names are from the latest Skills Taxonomy (taxonomy version: see the US Postings Meta).
CIP2	ARRAY	JSON	ARRAY	JSON	2-digit CIP code of any educational requirements mentioned.
CIP2_NAME	ARRAY	JSON	ARRAY	JSON	Name belonging to the 2-digit CIP code(s) of any educational requirements mentioned.
CIP4	ARRAY	JSON	ARRAY	JSON	4-digit CIP code of any educational requirements mentioned.
CIP4_NAME	ARRAY	JSON	ARRAY	JSON	Name belonging to the 4-digit CIP code(s) of any educational requirements mentioned.
CIP6	ARRAY	JSON	ARRAY	JSON	6-digit CIP code of any educational requirements mentioned.
CIP6_NAME	ARRAY	JSON	ARRAY	JSON	Name belonging to the 6-digit CIP code(s) of any educational requirements mentioned.
CITY	VARCHAR	STRING	STRING	STRING	ID of the city in which a job is located. Neighborhoods within a city are standardized to the city name.
CITY_NAME	VARCHAR	STRING	STRING	STRING	Name of the city in which a job is located. Neighborhoods within a city are standardized to the city name.
COMMON_SKILLS	ARRAY	JSON	ARRAY	JSON	IDs for human skills (aka soft skills) included in the posting. These are the basic skills required in nearly every job posting (eg , communication or problem-solving). IDs are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
COMMON_SKILLS_NAME	ARRAY	JSON	ARRAY	JSON	Names for human skills (aka soft skills) included in the posting. These are the basic skills required in nearly every job posting (eg , communication or problem-solving). Names are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
COMPANY	VARCHAR	STRING	STRING	STRING	ID of the job’s employer. IDs are from the latest Lightcast Companies Taxonomy (taxonomy version: see the US Postings Meta).
COMPANY_IS_STAFFING	BOOLEAN	BOOLEAN	BOOLEAN	BOOLEAN	Indicates whether the job's employer is a staffing or recruitement company.
COMPANY_NAME	VARCHAR	STRING	STRING	STRING	Name of the job’s employer. Names are from the latest Lightcast Companies Taxonomy (taxonomy version: see the US Postings Meta).
COMPANY_RAW	VARCHAR	STRING	STRING	STRING	The raw name of the job’s employer.
CONTRACT_TYPE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the contract type.
CONTRACT_TYPE_NAME	VARCHAR	STRING	STRING	STRING	Name of the contract type.
COUNTY	VARCHAR	STRING	STRING	STRING	ID of the county in which the job is located. IDs are from FIPS.
COUNTY_NAME	VARCHAR	STRING	STRING	STRING	Name of the county in which the job is located.
DUPLICATES	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Specifies the quantity of duplicate posts found for the individual job.
DURATION	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	A curated analytical field for determining aggregate durations. Based on Lightcast analysis, Duration is NULL for postings that would have a duration value greater than 60. Duration is also NULL on postings where Expired is NULL.
EDUCATION_LEVELS	ARRAY	JSON	ARRAY	JSON	IDs for the level(s) of education required and/or preferred in job posts.
EDUCATION_LEVELS_NAME	ARRAY	JSON	ARRAY	JSON	Names for the level(s) of education required and/or preferred in job posts.
EMPLOYMENT_TYPE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the type of employment specified in the posting. Specifies whether this job is full time, part time, or possibly either.
EMPLOYMENT_TYPE_NAME	VARCHAR	STRING	STRING	STRING	Name of the type of employment specified in the posting. Specifies whether this job is full time, part time, or possibly either. Possible values: Full-time (> 32 hours), Part-time (≤ 32 hours), Part-time / full-time.
EXPIRED	DATE	DATE	DATE	DATE	Date posting expired (eg 2017-05-04).
ID	VARCHAR	STRING	STRING	STRING	A unique ID generated by Lightcast which identifies the job advertisement.
IS_INTERNSHIP	BOOLEAN	BOOLEAN	BOOLEAN	BOOLEAN	Specifies whether the job is an internship.
JOB_SENIORITY	VARCHAR	STRING	STRING	STRING	ID of the seniority level of this job within its overall work role.
JOB_SENIORITY_NAME	VARCHAR	STRING	STRING	STRING	Name of the seniority level of this job within its overall work role.
LAST_UPDATED_TIMESTAMP	TIMESTAMP_TZ	TIMESTAMP	TIMESTAMP	TIMESTAMP_TZ	Timestamp when the posting enrichments or other fields were modified on this posting (in UTC time).
LIGHTCAST_SECTORS	ARRAY	JSON	ARRAY	JSON	IDs of the Lightcast Sectors.
LIGHTCAST_SECTORS_NAME	ARRAY	JSON	ARRAY	JSON	Names of the Lightcast Sectors.
LOCATION	OBJECT	JSON	STRING	STRING	Approximate lat/lon of the job posting based on the city.
LOT_CAREER_AREA	VARCHAR	STRING	STRING	STRING	ID of the Career Area according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_CAREER_AREA_NAME	VARCHAR	STRING	STRING	STRING	Name of the Career Area according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_OCCUPATION_GROUP	VARCHAR	STRING	STRING	STRING	ID of the Occupation Group according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_OCCUPATION_GROUP_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation Group according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_SPECIALIZED_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Specialized Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_SPECIALIZED_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Specialized Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: see the US Postings Meta).
LOT_V6_CAREER_AREA	VARCHAR	STRING	STRING	STRING	ID of the Career Area according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_CAREER_AREA_NAME	VARCHAR	STRING	STRING	STRING	Name of the Career Area according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_OCCUPATION_GROUP	VARCHAR	STRING	STRING	STRING	ID of the Occupation Group according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_OCCUPATION_GROUP_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation Group according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_SPECIALIZED_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Specialized Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V6_SPECIALIZED_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Specialized Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v6).
LOT_V7_CAREER_AREA	VARCHAR	STRING	STRING	STRING	ID of the Career Area according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_CAREER_AREA_NAME	VARCHAR	STRING	STRING	STRING	Name of the Career Area according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_OCCUPATION_GROUP	VARCHAR	STRING	STRING	STRING	ID of the Occupation Group according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_OCCUPATION_GROUP_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation Group according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_SPECIALIZED_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Specialized Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
LOT_V7_SPECIALIZED_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Specialized Occupation according to the Lightcast Occupation Taxonomy (taxonomy version: LOT v7).
MAX_EDULEVELS	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the maximum education level requested in the posting.
MAX_EDULEVELS_NAME	VARCHAR	STRING	STRING	STRING	Name of the maximum education level requested in the posting.
MAX_YEARS_EXPERIENCE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Maximum years of experience listed in the posting (if mentioned).
MIN_EDULEVELS	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the minimum education level requested in the posting.
MIN_EDULEVELS_NAME	VARCHAR	STRING	STRING	STRING	Name of the minimum education level requested in the posting.
MIN_YEARS_EXPERIENCE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Minimum years of experience listed in the posting (if mentioned).
MODELED_DURATION	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	The number of days a posting was active as determined by the difference between POSTED and MODELED_EXPIRED.
MODELED_EXPIRED	DATE	DATE	DATE	DATE	Date posting expired as modeled by Lightcast. Equals the EXPIRED value if the posting’s expiration was observed.
MSA	VARCHAR	STRING	STRING	STRING	ID of the Micropolitan or Metropolitan Statistical Area, as defined by the United States Office of Management and Budget, in which this job is located
MSA_NAME	VARCHAR	STRING	STRING	STRING	Name of the Micropolitan or Metropolitan Statistical Area, as defined by the United States Office of Management and Budget, in which this job is located.
NAICS2	VARCHAR	STRING	STRING	STRING	2-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS2_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 2-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS3	VARCHAR	STRING	STRING	STRING	3-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS3_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 3-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS4	VARCHAR	STRING	STRING	STRING	4-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS4_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 4-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS5	VARCHAR	STRING	STRING	STRING	5-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS5_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 5-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS6	VARCHAR	STRING	STRING	STRING	6-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS6_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 6-digit NAICS code of the posting (taxonomy version: see the US Postings Meta).
NAICS_2022_2	VARCHAR	STRING	STRING	STRING	2-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_2_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 2-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_3	VARCHAR	STRING	STRING	STRING	3-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_3_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 3-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_4	VARCHAR	STRING	STRING	STRING	4-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_4_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 4-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_5	VARCHAR	STRING	STRING	STRING	5-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_5_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 5-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_6	VARCHAR	STRING	STRING	STRING	6-digit NAICS code of the posting (taxonomy version: NAICS 2022).
NAICS_2022_6_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 6-digit NAICS code of the posting (taxonomy version: NAICS 2022).
ONET	VARCHAR	STRING	STRING	STRING	ONET code of the posting (taxonomy version: see the US Postings Meta).
ONET_2019	VARCHAR	STRING	STRING	STRING	ONET code of the posting (taxonomy version: ONET 2019).
ONET_2019_NAME	VARCHAR	STRING	STRING	STRING	ONET name of the posting (taxonomy version: ONET 2019).
ONET_NAME	VARCHAR	STRING	STRING	STRING	ONET name of the posting (taxonomy version: see the US Postings Meta).
ORIGINAL_PAY_PERIOD	VARCHAR	STRING	STRING	STRING	The time unit of the advertised - and, therefore, pre-annualized - salary.
POSTED	DATE	DATE	DATE	DATE	Date when the posting was created (eg 2017-03-29).
REMOTE_TYPE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the remote type.
REMOTE_TYPE_NAME	VARCHAR	STRING	STRING	STRING	Name of the remote type.
SALARY	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Annualized average advertised salary found in the posting.
SALARY_FROM	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Annualized lower bound of advertised salary.
SALARY_TO	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Annualized upper bound of advertised salary.
SKILLS	ARRAY	JSON	ARRAY	JSON	IDs of skills requested in the posting. IDs are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
SKILLS_NAME	ARRAY	JSON	ARRAY	JSON	Names of skills requested in the posting. Names are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
SOC_2	VARCHAR	STRING	STRING	STRING	2-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_2021_2	VARCHAR	STRING	STRING	STRING	2-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_2_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 2-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_3	VARCHAR	STRING	STRING	STRING	3-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_3_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 3-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_4	VARCHAR	STRING	STRING	STRING	4-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_4_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 4-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_5	VARCHAR	STRING	STRING	STRING	5-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2021_5_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 5-digit SOC code of the posting (taxonomy version: Lightcast SOC 2021, should be used with ONET 2019).
SOC_2_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 2-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_3	VARCHAR	STRING	STRING	STRING	3-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_3_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 3-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_4	VARCHAR	STRING	STRING	STRING	4-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_4_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 4-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_5	VARCHAR	STRING	STRING	STRING	5-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOC_5_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 5-digit SOC code of the posting (taxonomy version: EMSI SOC 2021, should be used with ONET 2019).
SOFTWARE_SKILLS	ARRAY	JSON	ARRAY	JSON	IDs of any skills that are identified as Software or Programming Languages. IDs are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
SOFTWARE_SKILLS_NAME	ARRAY	JSON	ARRAY	JSON	Names of any skills that are identified as Software or Programming Languages. Names are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
SOURCES	ARRAY	JSON	ARRAY	JSON	Source websites for the posting.
SOURCE_TYPES	ARRAY	JSON	ARRAY	JSON	The set of distinct types of the sources. Being distinct this array is not intended for matching a source type to a source but rather as a guide to what kinds of sources have displayed the posting.
SPECIALIZED_SKILLS	ARRAY	JSON	ARRAY	JSON	IDs for technical skills (aka hard skills). These are more specialized skills for a particular job (eg , Java or financial analysis). IDs are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
SPECIALIZED_SKILLS_NAME	ARRAY	JSON	ARRAY	JSON	Names for technical skills (aka hard skills). These are more specialized skills for a particular job (eg , Java or financial analysis). Names are from the latest Lightcast Skills Taxonomy (taxonomy version: see the US Postings Meta).
STATE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the state.
STATE_NAME	VARCHAR	STRING	STRING	STRING	Name of the state.
TITLE	VARCHAR	STRING	STRING	STRING	ID of the title. IDs are from the latest Lightcast Title Taxonomy (taxonomy version: see the US Postings Meta).
TITLE_CLEAN	VARCHAR	STRING	STRING	STRING	The cleaned - but not normalized - job title.
TITLE_NAME	VARCHAR	STRING	STRING	STRING	Name of the title. Names are from the latest Lightcast Title Taxonomy (taxonomy version: see the US Postings Meta).
TITLE_RAW	VARCHAR	STRING	STRING	STRING	Raw job title stated on the individual job posting.
URL	ARRAY	JSON	ARRAY	JSON	URL of the unique job posting (not recommended as a job source feed).