UK 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 UK 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 UK Postings Meta).
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 UK 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 UK 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 UK 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 UK 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.
COUNTRY	VARCHAR	STRING	STRING	STRING	Abbreviated country code of the posting (eg E92000001).
COUNTRY_NAME	VARCHAR	STRING	STRING	STRING	Name of the country (eg England).
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.
EDULEVELS	ARRAY	JSON	ARRAY	JSON	IDs for the level(s) of education required and/or preferred in job posts.
EDULEVELS_MAX	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the maximum education level requested in the posting.
EDULEVELS_MIN	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	ID of the minimum education level requested in the posting.
EDULEVELS_NAME	ARRAY	JSON	ARRAY	JSON	Names for the level(s) of education required and/or preferred in job posts.
EDULEVELS_NAME_MAX	VARCHAR	STRING	STRING	STRING	Name of the maximum education level requested in the posting.
EDULEVELS_NAME_MIN	VARCHAR	STRING	STRING	STRING	Name of the minimum education level requested in the posting.
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_APPRENTICESHIP	BOOLEAN	BOOLEAN	BOOLEAN	BOOLEAN	Specifies whether the job is an apprenticeship.
IS_INTERNSHIP	BOOLEAN	BOOLEAN	BOOLEAN	BOOLEAN	Specifies whether the job is an internship.
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).
LAU1	VARCHAR	STRING	STRING	STRING	Level 1 LAU code of the posting.
LAU1_NAME	VARCHAR	STRING	STRING	STRING	Level 1 LAU name of the posting.
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. IDs are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_CAREER_AREA_NAME	VARCHAR	STRING	STRING	STRING	Name of the Career Area. Names are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Occupation. IDs are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_OCCUPATION_GROUP	VARCHAR	STRING	STRING	STRING	ID of the Occupation Group. IDs are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_OCCUPATION_GROUP_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation Group. Names are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Occupation. Names are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_SPECIALIZED_OCCUPATION	VARCHAR	STRING	STRING	STRING	ID of the Specialized Occupation. IDs are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_SPECIALIZED_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Name of the Specialized Occupation. Names are from the Lightcast Occupation Taxonomy (taxonomy version: see the UK Postings Meta).
LOT_V6_CAREER_AREA	VARCHAR	STRING	STRING	STRING	Career Area by ID according to the Lightcast Occupation Taxonomy. (taxonomy version: LOT 6.0).
LOT_V6_CAREER_AREA_NAME	VARCHAR	STRING	STRING	STRING	Career Area by Name according to the Lightcast Occupation Taxonomy. (taxonomy version: LOT 6.0).
LOT_V6_OCCUPATION	VARCHAR	STRING	STRING	STRING	Occupation by ID, according to the Lightcast Occupation Taxonomy. (taxonomy version: LOT 6.0).
LOT_V6_OCCUPATION_GROUP	VARCHAR	STRING	STRING	STRING	Occupation Group by ID, according to the Lightcast Occupation Taxonomy. (taxonomy version: LOT 6.0).
LOT_V6_OCCUPATION_GROUP_NAME	VARCHAR	STRING	STRING	STRING	Occupation Group by Name, according to the Lightcast Occupation Taxonomy. (taxonomy version: LOT 6.0).
LOT_V6_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Occupation by Name, according to the Lightcast Occupation Taxonomy. (taxonomy version: LOT 6.0).
LOT_V6_SPECIALIZED_OCCUPATION	VARCHAR	STRING	STRING	STRING	Specialized Occupation by ID, according to the Lightcast Occupation Taxonomy (taxonomy version: LOT 6.0).
LOT_V6_SPECIALIZED_OCCUPATION_NAME	VARCHAR	STRING	STRING	STRING	Specialized Occupation by Name, according to the Lightcast Occupation Taxonomy (taxonomy version: LOT 6.0).
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_YEARS_EXPERIENCE	NUMBER	BIGNUMERIC	DECIMAL	DECIMAL	Maximum years of experience listed in the posting (if mentioned).
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.
NUTS1	VARCHAR	STRING	STRING	STRING	Level 1 NUTS code of the posting (taxonomy version: NUTS 2015).
NUTS1_NAME	VARCHAR	STRING	STRING	STRING	Level 1 NUTS name of the posting (taxonomy version: NUTS 2015).
NUTS3	VARCHAR	STRING	STRING	STRING	Level 3 NUTS code of the posting (taxonomy version: NUTS 2015).
NUTS3_NAME	VARCHAR	STRING	STRING	STRING	Level 3 NUTS name of the posting (taxonomy version: NUTS 2015).
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 UK 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 UK Postings Meta).
SOC_1	VARCHAR	STRING	STRING	STRING	1-digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_1_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 1-digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_2	VARCHAR	STRING	STRING	STRING	2 digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_2020_1	VARCHAR	STRING	STRING	STRING	1-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_1_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 1-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_2	VARCHAR	STRING	STRING	STRING	2-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_2_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 2-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_3	VARCHAR	STRING	STRING	STRING	3-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_3_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 3-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_4	VARCHAR	STRING	STRING	STRING	4-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2020_4_NAME	VARCHAR	STRING	STRING	STRING	Name belonging to the 4-digit SOC code of the posting (taxonomy version: EMSI UK SOC 2020).
SOC_2_NAME	VARCHAR	STRING	STRING	STRING	Name of 2 digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_3	VARCHAR	STRING	STRING	STRING	3 digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_3_NAME	VARCHAR	STRING	STRING	STRING	Name of 3 digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_4	VARCHAR	STRING	STRING	STRING	4 digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
SOC_4_NAME	VARCHAR	STRING	STRING	STRING	Name of 4 digit SOC code of the posting (taxonomy version: see the UK Postings Meta).
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 UK 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 UK 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 UK 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 UK Postings Meta).
TITLE	VARCHAR	STRING	STRING	STRING	ID of the title. IDs are from the latest Lightcast Title Taxonomy (taxonomy version: see the UK 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 UK Postings Meta).
TITLE_RAW	VARCHAR	STRING	STRING	STRING	Raw job title stated on the individual job posting.
TTWA	VARCHAR	STRING	STRING	STRING	ID of the Travel to Work Area (taxonomy version: see the UK Postings Meta).
TTWA_NAME	VARCHAR	STRING	STRING	STRING	Name fo the Travel to Work Area (taxonomy version: see the UK Postings Meta).
UK_SIC_1	VARCHAR	STRING	STRING	STRING	Section level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_1_NAME	VARCHAR	STRING	STRING	STRING	Name of Section Level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_2	VARCHAR	STRING	STRING	STRING	Division level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_2_NAME	VARCHAR	STRING	STRING	STRING	Name of Division level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_3	VARCHAR	STRING	STRING	STRING	Group level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_3_NAME	VARCHAR	STRING	STRING	STRING	Name of Group level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_4	VARCHAR	STRING	STRING	STRING	Class level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_4_NAME	VARCHAR	STRING	STRING	STRING	Name of Class level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_5	VARCHAR	STRING	STRING	STRING	Subclass level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
UK_SIC_5_NAME	VARCHAR	STRING	STRING	STRING	Name of Subclass level UK SIC code of the posting (taxonomy version: see the UK Postings Meta).
URL	ARRAY	JSON	ARRAY	JSON	URL of the unique job posting (not recommended as a job source feed).