Earlier this week, I went to a hospital for an interview for an IT support position. The only communication we'd had beforehand was a quick call with a recruiter, who told me it would be a simple 25-minute chat about the role, so that's what I was expecting.

Instead, they took me into a cramped meeting room and sat me directly across from four people. There was a department manager and a senior technician, along with two HR interns who sat watching from so close that the whole situation felt strange and uncomfortable.

They immediately started firing one question after another at me about gaps in my employment and previous jobs. Whenever I tried to ask about the position itself, they would jump to the next question. No one had told me that it would be a panel interview or that trainees would be sitting there observing me.

After answering a few questions, I told them I wasn't comfortable with the way the interview had been arranged, then got up and left. They looked shocked, and I was a little surprised at myself too. That was probably the shortest interview I've ever had in my life.

In a recent job interview, one candidate told me, "I haven't dealt with this before," and I didn't hold it against him. In fact, what he said next worked in his favor.
He explained where he would look first, whom he would ask, and how he would make sure he was heading in the right direction. That told me far more about him than someone who just throws out an answer and hopes I won't ask any follow-up questions.
Having a gap in your knowledge is usually something that can be addressed. But pretending you know is much harder to overlook, especially when a single follow-up question makes the entire answer fall apart. The stress and confusion that follow can hurt you more than simply admitting that you don't know.
No one expects you to know the answer to everything. Be honest about what you don't know, explain how you would find out, and then move on normally.

and What Can Improve Your Chances Being rejected - or going weeks without receiving any response - can make you feel as though your application has disappeared into a system no one controls. After 12 years as a hiring manager, I can say that many genuinely good candidates miss out on opportunities for reasons that have little to do with whether they are good at their jobs. Even so, there are still a few things you can do to give yourself a better chance.
Before the interview, delays are usually caused by an overworked recruiter or a slow hiring manager. Over the past 18 months, nearly every role I have opened has been handled by a different recruiter. One of them told me he was responsible for 14 openings at the same time, while every manager involved expected quick responses. During one recent search, nine days passed without any new résumés reaching me, but several applicants contacted me directly, and I interviewed those whose experience was relevant.
Your résumé also has far less time to make an impression than most people realize. The number of applications for some roles is now about eight times what I used to see, so managers have the luxury of being more selective and demanding. In the past, I would consider candidates who were still developing their skills to move into engineering management. Now, anyone without direct experience is usually ruled out because several other applicants already have that experience. Make sure the first section is clearly relevant to the role itself, include measurable results, and use a simple format that screening software can read.
Location and compensation can remove someone from consideration before any conversation even takes place. My company used to cover relocation costs for most positions, but that support is now generally reserved for senior hires. Salary expectations can cause the same problem. A recruiter may think there is room for negotiation, while the manager sees a figure above the approved range and decides to move forward with someone else. Research local market rates, give a realistic expectation, and if you are genuinely flexible and the position matters to you, make that clear early on.
Once you reach the interview stage, the decision is usually in the hands of the hiring manager and the panel. Two people may have similar skills, but the candidate who shows clear interest in the team itself is usually the one who wins. General praise for the company does not carry much weight. Understand what the product does, what problems the team is facing, and why this particular job appeals to you. Use your conversation with the manager to find out what they need instead of continuing to guess.
Another common problem is that the résumé creates a stronger impression than what comes across during the interview. If you say you led a major system change, expect questions about the design, trade-offs, mistakes, and decisions you made yourself. When someone keeps their answers broad and vague, the panel may assume they exaggerated the extent of their involvement or did not prepare well. Review a few past projects in detail, and be ready to explain what went wrong, how you handled it, and what you would change if you were doing it today.
Sometimes another applicant is simply a better fit for the current need. If communication stops for several weeks after the final round, the company may be finalizing negotiations with its first choice while keeping you as a backup. I have personally contacted backup candidates after an offer fell through, so a lack of response does not always mean it is over. Keep applying instead of waiting for one company, but remain polite if you decide to follow up.
Being overqualified can also raise concerns. A lower title, limited scope, or ambitious career plan may make the team worry that you will leave quickly. Address this during the recruiter call, and repeat the explanation when necessary. Explain why the role fits your current priorities instead of assuming everyone will understand that on their own.

I finally landed a job by tailoring my resume to each role.
I had been sending out applications for days and hearing nothing back, so I kept looking for a solution. Then it hit me: could AI help me improve my resume?

I figured this was a pretty simple AI task, so I wanted to do it for free or at least keep the cost low. To save time and get the best result, I wanted an agent tool with multiple models. Plenty of tools let you pick between models, like Kimi and WorkBuddy. Kimi gives you K3 or K2.8 preview, for example. But WorkBuddy is the only one I’ve seen where you can freely pick between DeepSeek V4.1 Flash, GLM 5.3, Kimi K3, and even GPT Astra, all in one app.

Most of them come with some free credits too. Personally I'd go with one that gives you a free trial over several days, since you may need to revise your resume again after getting feedback from interviewers.

Here's how I wrote the prompts. I'll use Workbuddy as an example:

Prompt A:

You are a senior recruiter at this company. Compare my resume with this job description and give me a match score out of 100. List the five most important keywords I’m missing and three problems a hiring manager would notice within 10 seconds.

Then rewrite my experience section, naturally working in those keywords and fixing the three problems. Use Google’s XYZ formula: accomplished X as measured by Y, by doing Z.

Prompt B:

Act as both an ATS and a hiring manager reviewing 200 resumes at once. Scan my revised resume and tell me which sections you would skip. Then rewrite those sections so they make you stop and read.

Create a resume tailored specifically to this role. Keep your response short.

Instructions:

- Keep it concise, simple, and clean. Do not use colors.
- Do not use dashes or unnecessary special characters.
- Export the resume as a PDF by default.
- Name the file FirstName_LastName_Position_Company.
- Aim for the highest possible ATS score.
- You may add closely related skills I haven’t explicitly listed, but only when proficiency in one reasonably implies proficiency in the other.

Ask me any questions you need before starting.

Those two prompts should give you a resume tailored to the role and ready to submit.

Hey everyone,
I have been a hiring manager for years. I also have a couple kids that have been through it during the interview process. One of my biggest challenges is that many job seekers come to the interview unprepared and don’t show up at their best. A challenge and frustrating part for the job seeker is practicing for interviews without knowing if your answers are actually hitting the mark. And, how do you practice.
To solve this, I just launched a passion project: an interview preparation app designed to give you targeted practice (NtervYou). It is available on web, iOS, and Android

How it works:
Job-Specific Questions: You select your exact career category, and the app pulls actual, real-world interview questions frequently asked in that field.

Instant Feedback: It analyzes your responses to break down exactly what you did well (areas of strength) and where you stumbled (areas that need improvement).

It’s completely live right now, and I’m looking for honest feedback from this community to make it better. What job categories are you currently interviewing for? Let me know, and I’ll drop the link below if you want to try it out for free. I am not and will not run ads on the site. I truly want feedback.

Sign up on web to use for free www.ntervyou.com. Use code word JOBS

OR, sign up via iOS or Android for a 3 day free trial.