Hiring Trends, Interview Advice, and Career Signals for Quality Engineers
Practical insight on QA hiring, interview preparation, resume positioning, automation trends, and AI’s impact on quality engineering careers.
QA careers are changing, and it is not always easy to tell what actually matters from a job description alone. This blog is where I break down the patterns I see across QA hiring, recruiter screens, interview processes, resume feedback, automation expectations, and the growing impact of AI on quality engineering roles. The goal is to help QA professionals in Charlotte and beyond understand how hiring teams think, what makes experience stand out, and how to talk about their work in a way that feels clear, current, and relevant.
Automation Candidate Confessions Field Notes Job Local Recruitment Contacts LoopQA Market Signal Ovidius AI
-
I Asked A Talent Acquisition Leader How He Learned To Build With AI Without An Engineering Background
Read more: I Asked A Talent Acquisition Leader How He Learned To Build With AI Without An Engineering BackgroundAs I continue exploring AI upskilling, I’ve been asking Talent Acquisition leaders how they’re approaching AI. Not the conference answer.Not the LinkedIn answer.The real answer. So I grabbed David, a TA Operations Leader from Promptmates to ask how he learned to build with AI despite not coming from a traditional engineering background. Several themes emerged.…
-
Companies Are Shipping Faster Than Ever. So Why Am I Seeing More Director of QA Roles?
Read more: Companies Are Shipping Faster Than Ever. So Why Am I Seeing More Director of QA Roles?Over the past year, AI has changed the conversation around software development. Much of the focus was initially on speed. Teams are using AI to write code, generate documentation, create test cases, and accelerate delivery. Alongside that, we’ve seen companies reduce headcount and position AI as a productivity multiplier. At the same time, I’ve noticed…
-
I Asked a TA Operations Leader What Made Her Invest in AI Upskilling. Her Answer Wasn’t What I Expected
Read more: I Asked a TA Operations Leader What Made Her Invest in AI Upskilling. Her Answer Wasn’t What I ExpectedOne thing I’ve been doing inside the PromptMates community is pulling Talent Acquisition leaders aside and asking how they’re approaching AI. Not the LinkedIn version.Not the conference version.The real version. What are they learning? What are they experimenting with? What is actually pushing them to invest time in this space? Recently, I spoke with a…
-
A Peek Into Charlotte’s Hiring Market with Liv Brandt
Read more: A Peek Into Charlotte’s Hiring Market with Liv BrandtI met up with Liv, a Business Development Manager at Axiom Path, to get a pulse check on what she’s seeing across the hiring market. Liv spends her days talking with hiring managers, technology leaders, and candidates across technology, data, cybersecurity, engineering, accounting & finance, and business operations. Naturally, I was curious about what she’s…
-
I Asked a Talent Operations Leader Where AI Is Actually Creating Value in Recruiting
Read more: I Asked a Talent Operations Leader Where AI Is Actually Creating Value in RecruitingSpend enough time on LinkedIn and you’ll start to think AI in recruiting only means one thing: sourcing candidates faster. Every conversation seems to come back to resume screening, candidate matching, outreach automation, or fears that AI is making hiring decisions. I had a conversation with Dan, a fellow Promptmates member and Talent Operations professional…
-
What Two TA Leaders Told Me About AI in Recruiting
Read more: What Two TA Leaders Told Me About AI in RecruitingEvery week I hear the same questions from job seekers: Am I being screened out by AI before a human ever sees my resume. How do I beat the AI in recruiting. Is my application even making it to a recruiter. People keep asking the same questions about AI in recruiting so often and I…
-
Most Companies Don’t Need More QA Engineers. They Need Someone To Tell Them What’s Wrong
Read more: Most Companies Don’t Need More QA Engineers. They Need Someone To Tell Them What’s WrongI pulled my engineering manager Ryan Anderson aside to discuss what he’s seeing across client environments right now. What surprised me wasn’t the technology. It wasn’t AI. It wasn’t Modern Automation Tools. It was how companies describe their problems. When engineering leaders reach out for help, they rarely come with a precise diagnosis. Instead, they…
-
Example Of How Senior QEs Are Actually Using AI in Real Work
Read more: Example Of How Senior QEs Are Actually Using AI in Real WorkMany recruiters are still trying to figure out how to vet automation skills. Now add AI into the mix. So I asked a senior QE how they’re actually using tools like Claude Code and Cursor day to day. The answer wasn’t “it writes code for me.” It was: • Writing test plans, test strategies, test…
-
I used engineers to vet engineers. When I went internal, I looked for a staffing partner that did the same.
Read more: I used engineers to vet engineers. When I went internal, I looked for a staffing partner that did the same.I hired 100+ engineers between 2022–2025 and used a Quality Engineer on payroll to help me do it. No, they weren’t a recruiter. He’s an engineer who became one of the most valuable parts of my hiring process. He helped me:• Vet candidates against the actual requirements of the role• Validate whether candidates could really…
-
Are recruiters dropping the ball once the technical interview is scheduled?
Read more: Are recruiters dropping the ball once the technical interview is scheduled?Recruiters spend a lot of time right now sorting through noise. Hundreds of applications. AI-generated resumes. Candidates applying everywhere. So when they finally find someone worth moving forward, that candidate is supposed to matter more. Not less. But in practice, that’s where something breaks. Because once the interview is scheduled, the focus often shifts away…
-
What Recruiters Get Wrong About QA Leadership Hires
Read more: What Recruiters Get Wrong About QA Leadership HiresA lot of companies are trying to invest in Quality Engineering right now, especially in the AI era where shipping is faster and messier. The intent is right. The execution is where things break. They open a req for a “QA Manager” like that title means something universal. It does not. And increasingly, there is…
-
Instead of “send a thank you email,” schedule the debrief.
Read more: Instead of “send a thank you email,” schedule the debrief.Years ago, job searching had rhythm. You’d signal you were open, have a handful of conversations, move through a few interviews, get a couple offers, pick one, and move on to your next career adventure. That version of the market doesn’t really exist anymore. What’s replaced it is quieter and messier. People aren’t drowning in…
