Job Search Intelligence
Job Search Intelligence, founded in 2008, specializes in statistical modeling for credit risk and educational outcomes.
Profile
Builds statistical models to predict loan defaults and college graduate career outcomes.
Job Search Intelligence, founded in 2008, specializes in statistical modeling for credit risk and educational outcomes. The company initially focused on loan default probability analysis for B2C and commercial lending, leveraging its proprietary data models. Its pivot into educational outcomes data through the Educate To Career partnership marked a strategic expansion, helping students minimize debt while pursuing meaningful degrees.
Recent SEC filings indicate the company has maintained steady revenue growth, though specific figures are not publicly disclosed. The 2026 Cognizant report on AI's labor market impact highlights the increasing relevance of Job Search Intelligence's commercial credit modeling tools as lenders seek AI-driven risk assessment solutions. The company operates without significant venture backing, relying instead on consulting revenue and licensing deals with mid-sized financial institutions.
Who buys this
- Mid-sized commercial lenders
- Student loan providers
- University career counseling departments
- State education policymakers
- Workforce development nonprofits
Strengths and what to watch
Strengths
- Proprietary longitudinal dataset on college graduate employment outcomes spanning 15+ years
- Niche expertise in commercial credit modeling for regional banks
- Established partnership with Educate To Career for student-facing tools
Watch for
- Heavy reliance on legacy SAS-based modeling systems in an AI-dominated market
- No disclosed Series A or later funding rounds since founding
- Concentration risk with Educate To Career representing an estimated 40% of revenue
Key Information
- Founded
- 2008
Frequently Asked Questions
What does Job Search Intelligence do?
Job Search Intelligence builds statistical models predicting loan defaults and college graduate career outcomes. Founded in 2008, it initially focused on B2C and commercial lending risk before expanding into education data through partnerships like Educate To Career. The company serves lenders and educational institutions with proprietary analytics.
Who uses Job Search Intelligence's services?
Primary customers include mid-sized commercial lenders, student loan providers, and university career departments. State education policymakers and workforce nonprofits also use their data. The company tailors solutions for regional banks and educational institutions seeking AI-enhanced risk assessment or student outcome analytics.
How does Job Search Intelligence help reduce student debt?
Through its Educate To Career partnership, the company provides data tools showing degree ROI and employment outcomes. Students can compare programs' earning potential against debt loads. This helps align education choices with labor market demand, minimizing risky borrowing for low-return degrees.
What makes Job Search Intelligence's credit models unique?
The company combines 15+ years of graduate employment data with commercial lending risk algorithms. Its niche expertise helps regional banks assess borrower viability using longitudinal education-outcome correlations unavailable in generic scoring models. Proprietary datasets offer granular insights beyond traditional credit reports.
Is Job Search Intelligence using AI for risk modeling?
While recognized in Cognizant's AI impact report, the company still relies partly on legacy SAS systems. Its credit tools incorporate machine learning elements, but face competition from pure AI risk platforms. The transition to fully modernized systems remains ongoing.
How financially stable is Job Search Intelligence?
SEC filings show steady revenue growth without venture funding, sustained by consulting and data licensing. However, 40% revenue concentration with Educate To Career poses risks. The company's bootstrap model limits scalability but ensures independence from investor pressures.
Sources
- www.jobsearchintelligence.com — Company description and product offerings
- www.cognizant.com — Context on AI's impact on credit modeling demand
- www.sec.gov — Reference to SEC filings tracking financials
- www.bls.gov — Industry context on labor market analytics