Lightcast Labor Market Intelligence vs Reejig

Lightcast Labor Market Intelligence provides labor-market data for hiring, training, workforce planning, and growth decisions. Its coverage includes more than 3 billion job postings, 1.2 billion career profiles, and information from over 100 government sources. Organizations can forecast demand, identify talent gaps, benchmark workforces, and evaluate locations using worker, skill, wage, and industry information. Career-pathway data describes movement among jobs, skills, programs, and industries to inform mobility and training. The collection includes Analyst/Talent Analyst, Developer, Career Coach, Alumni Pathways, Talent Migration Dashboard, Professional Services, eIMPACT, Embark, and NACM. Analyst covers industries, occupations, postings, skills, programs, and demographics; Profile Analytics supports aggregate searches, filtering, and profile drill-down. Delivery options include an API and data shares through Amazon S3, Databricks, Google BigQuery, Google Cloud Storage, Azure Blob Storage, SFTP, and Snowflake. The paid service is offered from Lightcast’s Moscow, Idaho headquarters, with pricing based on organizational needs and goals.

Reejig Work Operating System is enterprise software for mapping how work operates, building AI workflows, coordinating agents and supporting employee adoption. Its Work Context Graph brings together work architecture, current work context and a record of changes. The workflow has seven stages: Map, Analyze, Build, Run, Measure, Log and Update. Analysis classifies enterprise tasks into six categories and scores them as run now, govern first or keep human, based on approved AI in the environment. Measure tracks hours unlocked, value created and velocity gained; Log records workflows, versions, decisions, builders, approvers, timestamps and changes. Reejig lists ATS and CRM connectors including iCIMS, Workday, Oracle, Beamery, Cornerstone, Lever, Gem, SmartRecruiters, SAP, SuccessFactors and JobAdder. Workforce data can also go to Databricks, Snowflake or other tools through APIs. Reejig says its cloud platform is SOC 2 Type I and Type II certified, with encryption at rest and in transit, SAML single sign-on and permissions-based accounts. The listed Work OS plan costs $250,000 a year.