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Workforce & Career Outcomes

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What's in workforce & career outcomes.workforce & career outcomes.

Education

Employer Hiring Preference Data

Which schools and programs employers actually recruit from, by industry and role -- the demand signal that career services and students need but rarely see.

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Education

Alumni Career Outcomes

What graduates earn 1, 5, and 10 years after graduation by major and institution -- the ROI data that justifies (or destroys) the value proposition of a degree.

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Education

Professional Certification Data

Pass rates, study hours, and career impact of professional certifications (CPA, PMP, AWS) -- the data that certification prep companies and career AI need.

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Education

Bootcamp Outcome Data

Coding bootcamp completion rates, job placement rates, and salary outcomes -- the accountability data that helps students choose programs that actually deliver.

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Education

Skills Gap Analysis Data

What employers need vs. what graduates know -- the gap data that curriculum designers and workforce development AI use to keep programs relevant.

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Education

Credential Value Data

Earnings premiums, employment rates, and career mobility by degree type and credential level -- the ROI data that answers 'is this degree worth it?' for every program.

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Education

Internship Placement Data

Which students get internships where, with what compensation and conversion rates -- the pipeline data that connects education to employment.

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