The Bloom Blog

7 warning signs a certification or post-bacc program isn't worth the price — no accreditation, no real outcomes data, and high-pressure sales tactics among them.

How to pick a certification program that actually pays off: check job-posting demand, real earnings data, and employer recognition — not the marketing page.

A post-bacc satisfies an admissions or licensing requirement; a certificate signals a skill to employers. Here's the one-question rule that tells you which your career change actually needs.

A data-backed career planning guide for craftspeople and skilled tradespeople — what BLS job growth projections and the aging trades workforce mean for choosing and advancing in a trade.

A data-backed career planning guide for medical students — what NRMP Match results and AAMC physician shortage projections mean for choosing a specialty and planning your path to residency.

A data-backed career planning guide for STEM majors — how starting salaries and out-of-field employment rates differ by discipline, and how to plan a deliberate path through your degree.

Mass-applying feels productive but rarely converts. Learn why an intentional, targeted job search — backed by real 2026 labor data — beats volume, and how to move faster without losing focus.

Job openings are scarcer and searches take longer than a year ago. Here's how to stretch your resume, network, and time so every application really counts.

Learn how to be strategic about your job search in 2026: match skills over titles, target fewer roles precisely, and beat the filters that reject 88% of qualified candidates.

Waiting after an interview with no word is agonizing. Here's what post-interview silence actually means, when to follow up, how to write the message, and how to stay sane.

How to engage your interviewer without performing: ask real follow-up questions, treat the small talk as scored, and sell evidence instead of charm. Research-backed.

Nods, tone, posture: your interviewer feeds you signals all interview. How to read interviewer body language honestly — and what it never means.

No job history yet? You've got more than you think. How to write a resume with no experience — what to include, how to order it, and what actually counts.

How to use an internship to bridge a skill gap: name the missing skill first, pick a program that actually builds it, then write it up so it holds up.

Military, EMS, clinical, and mental-health resumes read as "borderline content" to default AI safety filters. We built a refusal test for exactly those careers — here are the results, and the ATS data behind the bigger pattern.

A verified, tailored resume costs about seven cents of AI — we log every token in production. The itemized receipt, why the fact-check is 45% of the bill, our pass pricing, and a poll on a one-time license we're exploring.

We replaced the AI model under Bloom and re-ran our fabrication tests. Both models invent — but they invent different things. The data, and the one fix that held.

Hiring data says people who apply without every requirement still get hired. Our AI testing shows the one shortcut that backfires: letting AI fake the cert.

A keyword match and an evidence match are not the same thing — and the gap between them is where good candidates get rejected. One real posting, three résumés, five requirements.

A practical guide to researching a company and your interviewers before an interview — what to look up, where to find it, and how to use it to stand out.

A system for tracking job applications that survives past week two — what to record, why saving the job description matters more than the link, and how to make it take seconds.

A practical guide to technical interviews for students and new grads: how to prepare for coding challenges, whiteboard problems, and take-homes — and how to talk through your thinking.

The middle of an interview is where it's won or lost. Learn to read shifting momentum, recover from a weak answer, and adjust your approach while the conversation is still live.

Follow-up questions, word choice, and how an interviewer reacts to your answers are the clearest signals you'll get. Here's how to read verbal cues and respond well.

The best questions to ask in an interview, tailored by role — plus how to read the keywords and cues interviewers give you about culture, fit, and red flags.

A side-by-side comparison of working at a startup, a mid-size company, and a large corporation — culture, growth, stability, pay, and how to know which fits you.

Panel interviews in academia, research, grad school, and healthcare have their own norms. Here's how to handle faculty panels, MMIs, and committee interviews.

AI is most dangerous on a nearly-empty resume: it fills the gap with experience you never had. Use AI to organize and sharpen what's real — never invent.

We tracked 106 AI-tailored resume bullets across 8 professions to measure how often AI invents tools and titles — and the 5 ways it inflates a resume.

A step-by-step interview prep system: STAR stories from real experience, defending every bullet, practicing out loud — with a cheat sheet that does the setup for you.

When AI tailors a resume, the most persistent thing it fabricates is not a number or a tool — it's an adjective. Here are the buzzwords AI bolts on most, and how to tell an earned qualifier from a borrowed one.

Recruiters cannot run a reliable AI detector, so they pattern-match on tells. Here are the AI resume red flags they look for — and the fix for each.

No major applicant tracking system detects AI authorship — they parse keywords, not writing style. Here is what actually flags your resume, and what to do instead.

Yes — and most recruiters use AI too. What they screen out is not AI; it is generic, made-up resumes. Here is what recruiters really think, and how to stay clear.

Almost everyone uses AI on their resume now. Here is how to use it to win interviews without writing checks your experience can not cash.

One rule keeps AI honest on your resume: make it rephrase what is true, never write what is not. Here is the exact workflow, step by step.