Category: AI

Sourcing Candidates with AI Skills: Where to Actually Find Them

You already know the roles that need AI skills now. The harder problem is finding candidates with proven experience, not applicants who added a tool to a resume after a weekend tutorial. That is a sourcing problem, not an awareness problem. 70% of talent is passive and never sees your job post at all, which… Read more »

AI Skill Verification at Placement Speed

Unverified AI skills cost agencies real money. A job board applicant claims experience with prompt engineering. A referral network vouches for someone who used ChatGPT once. Your desk has hours to submit before a competitor does, but no quick way to verify the claim. That gap between a listed AI skill and a fee you… Read more »

What AI Experience Preferred Means in a Job Description

You have seen the line in a hundred job descriptions by now: AI experience preferred. It sits at the bottom of the requirements like a shrug. Nobody who wrote it agreed on what it means, and nobody reading it knows how to prove they have it. That two word phrase, “AI experience preferred,” is doing… Read more »

Screening for AI Skills When Resumes Do Not Prove Them

Screening for AI skills has quietly become the hardest part of a tech hire. A resume says prompt engineering, model evaluation, and machine learning. It does not say whether the person actually did the work or watched a tutorial once. The gap between the claim and the proof is where good hires slip away and… Read more »

The IIJA Money Is About to Expire. Your Trades Hiring Problem Is Not.

There is a deadline on the calendar that most recruiters are not watching, and it lands this month. The core authorities inside the Infrastructure Investment and Jobs Act expire on September 30, 2026, which means Congress has to reauthorize surface transportation programs or let the funding lapse, as the National Association of Counties has been… Read more »

Tech Job Posts Want AI Skills Nobody Has Proven Yet

Open a tech job post today and you see the same request repeated across the market: AI skills. Prompt engineering. Model evaluation. Retrieval systems. The ask is everywhere, and it’s growing faster than any hiring team can keep up with. The uncomfortable part is that the AI skills your tech job postings now demand are… Read more »

AI Training and Upskilling for Recruiters Sourcing This Talent

A hiring manager hands you an AI role. You post it and wait. The candidates arrive, but the skills do not match. This is the new reality for recruiters fielding AI requisitions. You are sourcing for technology you have never used. That gap between the role and your understanding is the real bottleneck. AI training… Read more »

Why AI Sourcing Tools Don’t Work for Construction (And What Does)

Construction Hiring Has a 259,000 Person Problem Construction job openings hit 259,000 in April 2026, up 25% year over year, the highest mark of the year. Industry groups estimate the field needs another 349,000 to 439,000 workers before the year is out, according to AGC's most recent employment data. If you're the one filling these... Read more »

What HR and Legal Teams Should Ask Before Choosing an AI Sourcing Tool

AI sourcing tools can find candidates you would never reach on a job board. That part is settled. The newer question, the one your legal and HR partners are now asking, is whether the tool you pick will create a data privacy problem you have to answer for later. It is a fair question. In... Read more »