Underdog.io / Blog

AI didn't make recruiting easier — it made noise cheaper to generate. 70% of companies failed to adopt it effectively. Learn why screening got harder, where the model breaks down, and what human-in-the-loop actually means.

Data scientist hiring stalls when the role is defined wrong before sourcing starts. Get the stage-by-stage role definition framework, signal-driven interview process, and sourcing mix that actually works for startups.

Why GitHub won't help you with hiring is a hard truth most startup recruiters ignore. Only 17% of engineers push public code — learn what signals actually predict great hires and where to find the other 83%.

Your equity vesting schedule determines what you actually earn — not just what's promised. Get the plain-English breakdown of cliffs, acceleration clauses, departure math, and the questions every candidate should ask before signing.

How not to write recruiting emails is a lesson most recruiters learn too late — silence is the answer. Get the candidate attractor data, subject line formulas, opener rewrites, and body structure that actually get replies.

The right software engineer job board depends on your target — not which one gets the most traffic. Get an honest breakdown of 10 platforms ranked by signal quality, use case, and fit for startup vs. enterprise searches.

What hiring managers look for on GitHub isn't star counts — it's evidence you can ship. Learn how to optimize your profile, write better READMEs, curate pinned repos, and pass the 30-second scan that decides interviews.

Why candidates decline jobs isn't bad luck — it's process failure. 1 in 6 offers gets rejected, and startups pay the highest price. Learn the root causes across comp, friction, misalignment, and how to close them.

Co-founders vs founding team members isn't a title question — it's a decision about equity, authority, and risk. Get the comparison framework, practical checklist, and honest criteria to get this right before it costs you.

San Jose tech companies go deeper than big logos — the market leans hard into enterprise software, cybersecurity, and infrastructure. Get the honest breakdown of 7 companies worth your time and how to actually stand out.