For AI agents: the docs index is at https://docs.lightcast.io/data-shares/llms.txt. Append .md to any documentation page URL to get its markdown version.
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Guides
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Introduction
Data Shares
Data Dictionaries
Core LMI
Canada
Core LMI Dat Demog
Core LMI Dat Ed
Core LMI Dat Ind
Core LMI Dat Occ
Core LMI Dat Unemp Ind
Core Lmi Dat Unemp Occ
Core LMI Dat Wf Demog
Core Lmi Meta
Core LMI Ref Csd Cd Prov
Core LMI Ref Csd Cma
Global
Core LMI Detailed Dat Ind
Core LMI Detailed Dat Occ
Core LMI Detailed Dim Ind
Core LMI Detailed Dim Occ
Core LMI Detailed Meta
Core LMI Detailed Ref Areaid
United Kingdom
Core LMI Dat Demog
Core LMI Dat Econ Activity
Core LMI Dat Ind
Core LMI Dat Ind Gender Age
Core LMI Dat Occ Gender Age
Core LMI Dat Occ
Core LMI Dat Staffing
Core LMI Dat Unemp
Core LMI Dim Classid
Core LMI Dim Indid
Core LMI Dim Occid
Core LMI Meta
Core LMI Ref Areaid
Core LMI Ref Lau1 Nuts3 Nuts1 Country
United States
Core LMI Dat Acs Indicators
Core LMI Dat Coli
Core LMI Dat Commuting
Core LMI Dat Completions Demographics
Core LMI Dat Completions Distance
Core LMI Dat Crime
Core LMI Dat Demog
Core LMI Dat Edatt
Core LMI Dat Edatt Age
Core LMI Dat Enrollments
Core LMI Dat Enrollments Distance
Core LMI Dat Grp
Core LMI Dat Ind
Core LMI Dat Ind Gender Age
Core LMI Dat Ind Month
Core LMI Dat Ind Race Ethn
Core LMI Dat Ind Race Ethn Hiresseps
Core LMI Dat Labor Force
Core LMI Dat Minimum Wage
Core LMI Dat Occ
Core LMI Dat Occ Earn
Core LMI Dat Occ Edpct
Core LMI Dat Occ Gender Age
Core LMI Dat Occ Hires Seps
Core LMI Dat Occ Race Ethn
Core LMI Dat Staffing
Core LMI Dat Tuition
Core LMI Dat Unemp Ind
Core LMI Dat Unemp Occ
Core LMI Dim Classid
Core LMI Dim Indid
Core LMI Dim Occid
Core LMI Dim Programid
Core LMI Dim Unitid
Core LMI Meta
Core LMI Ref Areaid
Core LMI Ref Msa County
Core LMI Ref Tract County State
Core LMI Ref Zip County Msa
Core LMI Ref Zip County State
Gazelle companies
Companies
Companies G Score
Job Postings
Postings - ANZ
Postings
Postings (No Body)
Skills
Meta
Changelog
Deletes
Postings - CA
Postings
Postings (No Body)
Skills
Meta
Changelog
Deletes
Postings - Global
Postings
Postings (No Body)
Postings Experimental
Postings Experimental (No Body)
Skills
Skills Experimental
Meta
Changelog
Deletes
Postings - SG
Postings
Postings (No Body)
Skills
Meta
Changelog
Deletes
Postings - UK
Postings
Postings (No Body)
Skills
Meta
Chagelog
Deletes
Postings - US
Postings
Postings (No Body)
Meta
Skills
Changelog
Deletes
Postings - Company
Postings
Meta
Skills
Lightcast Companies
Models
Models WEMO
Dat Wemo
Dim AreaID
Dim OccID
Wemo Meta
Career Pathways
Canada
Career Pathways - CA
Meta
Skill Gap
United Kingdom
Career Pathways - UK
Meta
Skill Gap
United States
Career Pathways - US
Meta
Skill Gap
DDN
Canada
DDN - CA
Meta
United Kingdom
DDN - UK
Meta
United States
DDN - US
Meta
Projected Occupation Growth
Projected Occupation Growth - US
Meta
Salary Boosting Skills
Salary Boosting Skills - US
Meta
Profiles
Global
Profiles Pseudonymized Educations
Profiles Pseudonymized Jobs
Profiles Pseudonymized Meta
Profiles Pseudonymized Profiles
Profiles Pseudonymized Skills
United States
Profiles Pseudonymized Educations
Profiles Pseudonymized Jobs
Profiles Pseudonymized Meta
Profiles Pseudonymized Profiles
Profiles Pseudonymized Skills
Taxonomies
Benefits
Company
CIP (Classification of Instructional Programs)
Global Education Level
ISCO(International Standard Classification of Occupations)
LOT
Lot 0 Career Area
Lot 1 Occupation Group
Lot 2 Occupation
Lot 3 Specialized Occupation
MOC Standard
NAICS (North American Industry Classification System)
ONET
Skills
Skill 0 Category
Skill 1 Subcategory
Skill 2 Skill
Title
US Area
US SOC (Standard Occupation Classification)
Datasets
American Community Survey
ACS Indicators Data
Core LMI
Canada
Canada Business Establishments by Size Band
Commuting Data
Enrollments and Graduates by Institution Data
Industry Data
Job Postings Data
Occupation Data
Population Demographics Data
Staffing Patterns Data
Unemployment by Industry (Nation, Province) Data
Unemployment by Occupation and Gender (Nation, Province) Data
Workforce Demographics Data
Ontario Employment by Place of Work and Place of Residence Data
Global
National Population Data
National Talent Supply Data
Population Data
Talent Supply Data
United Kingdom
Apprenticeships Data
Business Counts Data
Economic Activity Quarterly Data
Education Attainment Data
Exposure Index by Industry Data
Exposure Index by Occupation Data
Further Education Data
Industry Data
Industry by Age and Gender Data
Occupation Data
Occupation by Age and Gender Data
Population Demographics Data
Staffing Patterns Data
Unemployment by Area Data
United States
US Unemployment by Occupation Data
US Unemployment by Industry Data
US Unemployment by Gender Data
US Unemployment by Ethnicity Data
US Unemployment by Age Data
US Labor Force Participation Data
US Unemployment by Race Data
ZIP Educational Attainment Data
Commuting (Nation, State, MSA, County, ZIP) Data
Completions by Institution and Demographic Data
Completions by Institution, Distance/Non-Distance Data
Completions by Institution, Distance/Non-Distance, Area Data
Cost of Living Index Data
Crime Counts Data
Demographics (Nation, State, Census-Designated Place) Data
Demographics (Nation, State, MSA, County, ZIP, Census Tract) Data
Disability Enrollments by Institution Data
Distance Enrollments by Institution Data
Educational Attainment by Age Data
Educational Attainment by Demographic Data
Enrollments by Institution and Demographic Data
Financial Aid by Institution Data
Freshman Home State by Institution Data
GI Bill Enrollments by Institution Data
Gross Regional Product Data
Industry (Nation, State, Census-designated place) Data
Industry (Nation, State, MSA, County, ZIP, Census Tract) Data
Industry Firm Job Change Data
Industry Month (Nation, State, MSA, County, ZIP) Data
Industry by Age and Gender Data
Industry by Occupation Earnings Data
Industry by Race and Ethnicity Data
Minimum Wage Data
NIOEM Employment Projection Data
OES (Nation, State) Data
Occupation (Nation, State, Census-designated place) Data
Occupation (Nation, State, County, MSA, ZIP, Census Tract) Data
Occupation Educational Attainment Percent Breakouts Data
Occupation Example Data
Occupation Firm Job Change Data
Occupation Hires and Separations by Area and Occupation Data
Occupation by Age and Gender Data
Occupation by Race and Ethnicity Data
Population Migration Data
Population Total Foreign Out Migration Data
Staffing Patterns (Nation, State, MSA, County, ZIP, Census Tract) Data
Quarterly QCEW Industry Data
Tuition and Fees by Institution Data
Careers
Career Pathways Data
Salary
Compensation Data
Labor Force Availability by Wage Data
Occupation Percentile Earnings Data
Core LMI and LF
Country Indicators Data
Global Industry Data
Education
Educational Institutions Data
Job Postings
Global Job Postings Data
Profiles
Global Worker Profiles Data
US Worker Profiles Data
Job Postings and Skills
DDN Data
Similarity Data
UK Job Postings Data
US Job Postings Data
Job Postings, Salary and Skills
Market Salary Data
Occupation Benchmark Data
Job Postings and Occupation
Projected Occupation Growth Data
Job Postings, Salary and Profiles
Talent Benchmark Data
Postings
