7 free resources on this topic. Everything here is free and hand-picked. You can also search within this topic.
Quartz report on the white-collar pay correction: employers stopped raising pay years ago, and economists trace the freeze to the pandemic hiring boom companies are now correcting.
New York City's worker and consumer protection agency found DoorDash unlawfully withheld pay from roughly 260,000 delivery workers between 2022 and 2026. The company agreed to a $131.5 million settlement announced 22 September 2026 — more than $115 million direct to workers, about $16 million in penalties — and admitted it did not comply with the city's pay rules. The deal also settles how on-call time between deliveries is calculated.
Why I recommend it: If you deliver in New York, this is money owed to you — payments were slated to begin this autumn, so check the city agency's own page for how to claim rather than waiting for an app notification. The wider lesson is that a city pay floor only works when someone audits it; this took a complaint process and years. The figures here are the city's and the company's own statements.
Hosseinioun and colleagues use US survey and resume data to show skills sit in a nested order — some can only be learned once others are in place — and link that structure to wage gaps and long-term wage penalties after job loss.
Why I recommend it: Open access, so the full paper is free — no library login needed. The useful takeaway for career work: skill order matters. Learning a foundation skill first opens more later moves than stacking another surface skill, and the paper shows why some people recover from a layoff faster than others.
A free Joint Center for Political and Economic Studies brief (September 2026) on Black employment, wages, unemployment and the sectors driving the gaps.
Why I recommend it: Data you can quote. Useful if you are making the case for a hiring or pay decision and need a source rather than an opinion.
A regional analysis of well-paying occupations with a bright outlook and lower educational barriers to entry, covering New Jersey, Pennsylvania, New York, Maryland, and Connecticut.
Why I recommend it: Details: Start in the Key Regional Findings section, then jump to your state chapter. These are the roles that pay well, are projected to grow, and do not require a four-year degree — a shortlist worth building a plan around.
Official NJ Department of Labor data hub: industry and occupational employment projections, wages, and county-level labor statistics.
Why I recommend it: Before you commit to a training program, check the projections and wage data for that occupation in your state. This is the free source that tells you if the demand is real.
The Ludwig Institute's alternative unemployment measure that counts people who are jobless, underemployed, or earning below a living wage.
In plain terms: A research institute publishes a "true rate of unemployment" that counts anyone jobless, stuck in part-time work, or earning under a living wage. The number is usually far higher than the official rate, which explains why a "strong" job market can still feel impossible.
From the site: LISEP’s mission is to help achieve shared economic prosperity for all Americans, particularly for middle- and low-income families. Our focus is fact-based economic and policy research.
Why I recommend it: When headlines say the job market is strong and your search still feels brutal, this number explains the gap. Useful language for interviews and for your own sanity.
