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AI Hiring Tools Leave Tech Professionals Frustrated, Distrustful
AI-driven hiring tools are reshaping how technology professionals search for jobs, but not in ways that inspire confidence. A Dice survey of more than 200 tech workers found widespread frustration with automated screening, with many saying the process favors keyword gaming over real qualifications and leaves them feeling dehumanized. Most respondents said they believe AI systems regularly miss qualified candidates who don’t tailor resumes with the “right” keywords. That has pushed many professionals to alter or even strip down their resumes to improve compatibility with automated tools, often removing details about personality or accomplishments. Nearly eight in ten said they feel pressured to exaggerate their qualifications just to get noticed. IT Skills Go Unrecognized For job seekers, the flaws are tangible: Some noted that correctly spelling the name of a software tool could hurt their chances if the AI system expects a common typo. Others said the platforms fail to recognize trans

How to Spot Red Flags in Contract Listings
Tech freelancers just starting out are often eager to secure contracts and get on with the job and may not be fully versed in details that would raise concerns with their more experienced colleagues. An attractive contract listing can quickly turn into a costly misstep if key details are vague, unrealistic, or simply missing. From ill-defined project scopes to unclear payment terms, spotting the warning signs early can save time, money, and professional frustration. Vague scopes, missing timelines, or payment structures that leave you chasing invoices for months are some of the most common traps. For contractors—especially those just starting out—resisting the temptation to sign without scrutiny is crucial. The key is turning the contract into a conversation before committing. “Contracts should evoke a conversation,” said Jason Schoch, global head of student experience and career service at General Assembly. “A lot of times, a freelancer will get a contract and feel like they need to s

How to Create a Project Portfolio that Will Actually Land You a Job
In a competitive job market, the right portfolio can set you apart from other candidates by providing a visual representation of your talent, skills and ability to make an impact in a particular role and company. So, what is the “right” portfolio? The right portfolio strategically positions you for the job you want, not the jobs you’ve had, explained Nyaradzo (Naya) Bere, a software engineer and coach for young tech professionals. A highly effective portfolio anticipates a prospective employer’s needs and challenges and then offers a potential solution using your skills experience, positioning you as an asset. “It’s about creating something relevant for them, not for you,” Bere added. Here’s how to utilize a future-focused project portfolio as a lever that propels you toward a job offer. Reverse Engineer the Job You Want Conduct in-depth research, network with colleagues and study numerous job descriptions and open-source projects to identify an industry’s strengths, weaknesses and opp

Yes, the Job Market is Tough. But You're Not Powerless
Look, we don't want to sugarcoat this: if you're a recent graduate trying to break into tech right now, you're facing one of the most challenging job markets in nearly a decade. The current landscape for new grads has been described as "a black hole" and a "dismal job market," leaving many questioning whether their education was worth it. The numbers back up what you're feeling. Recent graduate unemployment has climbed to an average of 5.3% this year, making it one of the toughest job markets since 2015. Compare that to around 4% for the overall workforce, and yeah—new grads are getting hit harder. Fortunately, you can still position yourself strategically, even in a tough market. How Skills-First Hiring Works in Your Favor One thing we've noticed: employers are increasingly prioritizing specific hard and soft skills over traditional college degrees. Some 86% of job postings for network support specialists didn't require a four-year degree in May, along with 77% of tech support special

The Truth About Breaking Into Tech Right Now
We got an email from a CS recent grad named Ena that stopped me in my tracks. They'd read our recent piece about the tech job market showing positive signs and asked the question every new grad is thinking: "What about us? Are there signs that hiring for junior roles is also improving? What strategies help new grads break through when experience is a catch-22?" It's exactly the question the industry needs to grapple with, because while experienced professionals are seeing genuine opportunities, the entry-level picture tells a much different story. And new grads like Ena deserve an honest answer—both about the challenges they're facing and the real pathways forward. The Numbers Are Tough, But Not Hopeless Let me start with the data you're probably feeling in your bones. While total tech job postings grew 7% in the first half of 2025, entry-level positions (0-2 years experience) declined 3%. Meanwhile, roles for professionals with 10+ years of experience surged 17%. The unemployment rate