Blog Posts
The State of AI and Data Hiring in 2026
Let me give you a real market update. Not a polished industry report. Just what I am actually seeing on the ground every single day running searches for AI and Data talent. Finding Top Talent Is Harder Than It Was a Year Ago Not because the talent does not exist. But...
The Biggest Mistakes Companies Make When Building Their First AI Team
More companies than ever are building their first AI team right now. The pressure to move fast is real. The board wants AI. The CEO is talking about it in every all hands. And hiring managers are being asked to build something they have never built before. The result...
Why Your Comp Package Might Be Losing You Top AI and Data Talent
Let me tell you something most hiring managers find out too late. Your comp package might be the reason you keep losing top AI and Data candidates. And by the time you realize it the right person has already accepted an offer somewhere else. Senior Candidates Know...
The SUD Recruiting Process — What Happens From Day One of Your Search
A lot of hiring managers ask me what it actually looks like to work with SUD. So let me walk you through it. No mystery. No black box. Just a clear, precise process built around getting you the right person as efficiently as possible. It Starts With a Real...
How to Close a Top AI or Data Candidate Before Your Competitor Does
You found the right candidate. They aced every interview. Now comes the part most hiring managers underestimate. Closing them. Finding great talent is only half the job. Getting them to say yes is the other half. And in a market this competitive, the gap between...
What Top AI and Data Candidates Actually Want in 2026
If you want to attract and close top AI and Data talent you need to understand something fundamental. The best candidates in this space are not desperate. They are selective. And they are evaluating your opportunity just as carefully as you are evaluating them. So...
Stop Looking for a Unicorn. Start Hiring for Impact.
Let me say something that might sting a little. One of the biggest reasons your AI or Data search is stalling is you are looking for a unicorn. You want someone who can build the models, lead the team, present to the C suite, manage the data infrastructure, and have...
The Hidden Cost of Leaving an AI or Data Role Open
Most hiring managers think about the cost of a bad hire. Very few think about the cost of no hire. And that blind spot is costing organizations more than they realize. The Clock Is Ticking Every week that role sits vacant your competitive edge erodes. Projects fall...
The Interview Process That’s Making Top AI Talent Walk Away
You found the right candidate. They are talented, interested, and exactly what your team needs. And then you lose them. It happens all the time. And the interview process is almost always why. Too Many Rounds. Too Much Time. Too Little Communication. Here is what...
How Long Should It Really Take to Fill an AI or Data Role?
One of the most common questions I get from hiring managers is how long should this search actually take? It is a fair question. And most recruiting firms will not give you a straight answer. So here it is. The Honest Benchmark For a mid to senior level AI, Data...
Don’t Settle on Your Most Critical AI and Data Hires
Let me say something that doesn't get said enough. Hiring managers are settling on their most critical AI and Data roles. And it is costing their organizations more than they realize. How It Happens You know exactly what you need. A strong Data Scientist. A sharp...
Why AI Recruiting Platforms Miss on Niche Hiring
There is a wave of AI powered recruiting platforms promising to find you top talent faster than ever. The pitch is compelling. Upload your job description, let the algorithm work, and watch the candidates roll in. But here is where these platforms fall flat...
Getting Flooded With AI Agent & Bot Enabled Resumes. Here’s How We Cut Through the Clutter.
If you've posted an AI or Data role recently you already know what I'm about to say. The applications are flooding in and most of them are noise. This is not a small inconvenience. It is one of the biggest pain points hiring managers are dealing with right now. And it...
When to Stop Relying on LinkedIn and Call a Specialist
Let me say something that might surprise you. LinkedIn is not your best recruiting tool for AI and Data talent. I know that sounds counterintuitive. LinkedIn is where everyone goes first. It feels like the obvious move. But if you've been trying to fill a senior AI,...
Signs Your Current Recruiting Partner Doesn’t Understand the Role
If you're working with a recruiting firm right now, ask yourself something honestly. Are they actually doing the job or are they just going through the motions? In a market as specialized as AI, Data Science, Analytics, Tech, and Strategy, the difference between a...
Why Hiring Managers Keep Coming Back to SUD Recruiting
The difference between a vendor and a partner, and why it matters when you’re hiring in AI and Data. There are a lot of recruiting firms out there that claim to specialize in AI and Data. But after years of doing this work, I keep hearing the same story from hiring...
Big Agency vs. Boutique: Why Specialization Wins in AI and Data Recruiting
Let me ask you something. When you need surgery, do you go to a general practitioner or a specialist? You go to the specialist. Every time. So why would you approach hiring for a highly specialized AI or Data role any differently? The Big Agency Pitch Sounds Good...
What You Actually Get When You Work With a Recruiter Who’s Done the Job
There's a question every hiring manager should ask before engaging a recruiting firm. Has this person actually done the work they're hiring for? It sounds simple. But the answer makes all the difference. The Problem With Most Recruiters Most recruiting firms hire...
Why Companies Get External Recruiting Wrong
Let me be honest with you. Most companies come to a recruiting firm as a last resort. They’ve posted the job, searched LinkedIn, asked around for referrals, and six months later the role is still open. That’s the wrong approach, and here’s why. External Recruiting Is...
Why I Started SUD Recruiting
Hiring for AI and Data roles shouldn’t feel this difficult. But for many companies, it still does. If you’re a hiring manager trying to build a high-performing AI or Data team, you’ve likely experienced the frustration firsthand. The process is slow, inconsistent, and...
Why Your Next Great Hire Starts With a Recruiter Who Actually Gets It
Finding the right talent in AI, Analytics, Tech, and Strategy is not like filling any other role. These are high stakes, highly specialized positions where the wrong hire costs you time, money, and momentum. And yet so many companies still hand off their search to...




















