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    Navigating AI Tools in Job Interviews

    FreshUsNewsBy FreshUsNewsFebruary 12, 2026No Comments6 Mins Read
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    This text is crossposted from IEEE Spectrum’s careers e-newsletter. Sign up now to get insider suggestions, knowledgeable recommendation, and sensible methods, written in partnership with tech profession improvement firm Parsity and delivered to your inbox free of charge!

    We’d prefer to introduce Brian Jenney, a senior software program engineer and proprietor of Parsity, an online education platform that helps folks break into AI and fashionable software program roles by way of hands-on coaching. Brian will likely be sharing his recommendation on engineering careers with you within the coming weeks of Profession Alert.

    Right here’s a observe from Brian:

    “12 years in the past, I discovered to code on the age of 30. Since then I’ve led engineering groups, labored at organizations starting from five-person startups to Fortune 500 firms, and taught tons of of others who wish to break into tech. I write for engineers who need sensible methods to get higher at what they do and advance of their careers. I hope you discover what I write useful.”

    Final 12 months, I used to be conducting interviews for an AI startup place. We allowed limitless AI utilization in the course of the technical problem spherical. Candidates may use Cursor, Claude Code, ChatGPT, or any assistant they usually labored with. We wished to see how they used fashionable instruments.

    Throughout one interview, we requested a candidate a easy query: “Are you able to clarify what the primary line of your resolution is doing?”

    Silence.

    After an extended pause, he admitted he had no concept. His resolution was appropriate. The code labored. However he couldn’t clarify how or why. This wasn’t an remoted incident. Round 20 % of the candidates we interviewed have been unable to elucidate how their options labored, solely that they did.

    When AI Makes Interviews Tougher

    A couple of months earlier, I used to be on the opposite aspect of the desk at this similar firm. Throughout a stay interview, I instinctively switched from my AI-enabled code editor to my common one. The CTO stopped me.

    “Simply use no matter you usually would. We wish to see how you’re employed with AI.”

    I assumed the interview could be simple. However I used to be fallacious.

    As an alternative of solely evaluating correctness, the interviewer centered on my decision-making course of:

    • Why did I settle for sure options?
    • Why did I reject others?
    • How did I resolve when AI helped versus when it created extra work?

    I wasn’t simply fixing an issue in entrance of strangers. I used to be explaining my judgment and defending my choices in actual time, and AI created extra floor space for judgment. Counterintuitively, the interview was tougher.

    The Shift in Interview Analysis

    Most engineers now use AI instruments in some type, whether or not they write code, analyze knowledge, design techniques, or automate workflows. AI can generate output shortly, however it will probably’t clarify intent, constraints, or tradeoffs.

    Extra importantly, it will probably’t take accountability when one thing breaks.

    Consequently, main firms and startups alike at the moment are adapting to this actuality by shifting to interviews with AI. Meta, Rippling, and Google, as an example, have all begun permitting candidates to make use of AI assistants in technical periods. And the objective has developed: interviewers wish to perceive the way you consider, modify, and belief AI-generated solutions.

    So, how are you going to achieve these interviews?

    What Truly Issues in AI-Enabled Interviews

    Refusing to make use of AI out of precept doesn’t assist. Some candidates keep away from AI to show they’ll assume independently. This may backfire. If the group makes use of AI internally—and most do—then refusing to make use of it indicators rigidity, not energy.

    Silence is a pink flag. Interviews aren’t pure working environments. We don’t often assume aloud when deep in a posh drawback, however silence can increase issues. Should you’re utilizing AI, clarify what you’re doing and why:

    • “I’m utilizing AI to sketch an strategy, then validating assumptions.”
    • “This suggestion works, nevertheless it ignores a constraint we care about.”
    • “I’ll settle for this half, however I wish to simplify it.”

    Your decision-making course of is what separates efficient engineers from immediate jockeys.

    Deal with AI output as a primary draft. Blind acceptance is the quickest technique to fail. Robust candidates instantly consider the output: Does this meet the necessities? Is it unnecessarily complicated? Would I stand behind this in manufacturing?

    Small adjustments like renaming variables, eradicating abstractions, or tightening logic sign possession and important pondering.

    Optimize for belief, not completion. Most AI instruments can full a coding problem sooner than any human. Interviews that enable AI are testing one thing totally different. They’re answering: “Would I belief this individual to make good choices when issues get messy?”

    Adapting to a Shifting Panorama

    Interviews are altering sooner than most candidates notice. Right here’s methods to put together:

    Begin utilizing AI instruments day by day. Should you’re not already working with Cursor, Claude Code, ChatGPT, or CoPilot, begin now. Construct muscle reminiscence for prompting, evaluating output, and catching errors.

    Develop your rejection instincts. The ability isn’t utilizing AI. It’s understanding when AI output is fallacious, incomplete, or unnecessarily complicated. Apply recognizing these points and studying recognized pitfalls.

    Your subsequent interview would possibly check these abilities. The candidates who’ve been training may have a transparent benefit.

    —Brian

    Round this time final 12 months, CEOs like Sam Altman promised that 2025 could be the 12 months AI agents would be part of the workforce as your individual private assistant. However in hindsight, did that actually occur? It relies on who you ask. Some programmers and software engineers have embraced brokers like Cursor and Claude Code of their day by day work. However others are nonetheless cautious of the dangers these instruments deliver, resembling a scarcity of accountability.

    Read more here.

    Within the United States, beginning salaries for college kids graduating this spring are anticipated to extend, in response to the most recent knowledge from the Nationwide Affiliation of Schools and Employers. Pc science and engineering majors are anticipated to be the best paying graduates, with a 6.9 % and three.1 % wage improve from final 12 months, respectively. The total report breaks down wage projections by tutorial main, diploma stage, business, and geographic area.

    Read more here.

    If given the chance, are worldwide initiatives price taking up? As a part of a career advice sequence by IEEE Spectrum’s sister publication, The Institute, the chief engineer for Honeywell lays out some great benefits of working with groups from around the globe. Collaborating in world product improvement, the creator says, may result in each private {and professional} enrichment. Read more here.

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