A living publication for continuous understanding
Tracking how work, credentials, and opportunity are being rebuilt.
Lead story · Part 146 of an ongoing series
Employers say they want proof before they’ll give you a chance. Yet most entry-level roles still demand experience you can’t get without access.
Read the full story →Entry-level job postings dipped 18% in April across major markets.
57% of hiring managers now prefer work samples to college credentials.
Top-tier internships remain concentrated in seven metros and twenty schools.
Twelve new employer-led apprenticeship programs launched this month.
Deep dive
More teams are hiring for what people ship, write, and build in public. Portfolios are becoming the new first interview.
Read story →Experiment watch
Cities, nonprofits, and companies are testing paid project-based entry points. Early results show promise when projects are real.
Read story →Open question
The hardest step is not learning. It is getting the kind of work that creates evidence.
Read story →Systems spotlight
Opaque filters, keyword gates, and proxy signals decide who gets seen.
Read story →The disagreement
As employers move from credentials toward visible proof, the fairness question becomes sharper: does this open the gate to overlooked talent, or does it reward only people who already had access to visible, proof-building work?
It levels the playing field.
By Maya L.It hides old advantages in new ways.
By Daniel P.of hiring managers value proof over pedigree for entry roles
Evidence notemore roles now request portfolios or work samples
Data briefdecline in entry-level postings since Apr 2022
Trend watchof students want proof of ability over résumé boosts
Pulse surveyCareers are becoming less linear. Proof of ability and impact matter more than pedigree. Access to proof-building work remains uneven.
See the full synthesis →Job postings asking for portfolios or work samples grew 63% YoY.
Managers report hesitating to hire juniors without evidence of impact.
Entry-level postings fell 18% since 2022; internship postings stayed flat.