News

LinkedIn Is Trying To Help You Apply For Fewer Jobs

The platform’s new AI-powered “Job Match” aims to guide users toward roles they’re qualified for and away from those they aren’t.

Published

1 year ago

January 16, 2025

Nour Nasir

linkedin is trying to help you apply for fewer jobs

If you’ve ever spoken to anyone hunting for a job lately, you’ve probably heard about how difficult it is to even secure an interview. According to LinkedIn, one of the reasons for this struggle is that too many people are applying for roles they aren’t qualified for, making it harder for strong candidates to get noticed.

To tackle this, LinkedIn is rolling out a new AI-powered tool called “Job Match” — a feature designed to bridge the gap between job seekers and recruiters by offering detailed summaries that help users understand how well they fit a particular role.

Unlike simple keyword matching tools, “Job Match” takes a more nuanced approach by using AI to analyze a candidate’s overall experience and compare it with the qualifications listed in a job description. The idea isn’t just to help users find roles they’re qualified for, but also to steer them away from applying to jobs where they might fall short.

The feature is accessible to all LinkedIn users, but those with LinkedIn Premium get extra perks, such as more detailed insights about their job match level. In the future, recruiters will also benefit, as the tool aims to surface more qualified candidates, reducing the chances of strong applicants being overlooked.

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Whether this new approach will make life easier for job seekers is still up for debate. The last couple of years have been brutal for many industries, with massive layoffs still a regular occurrence at the start of 2025. All this means even fiercer competition for fewer openings — something no AI tool can ever hope to completely solve.

However, LinkedIn product manager Rohan Rajiv believes the lack of transparency in hiring is a big part of the issue, pointing out that early testing of “Job Match” showed that a “non-trivial chunk” of mismatches between candidates and jobs is easier to fix than people realize. “I think there’s a portion of this that will always be labor market dynamics, but I would argue that there’s a significant portion of this that is just pure lack of transparency,” he said.

News

At I/O 2026, Sundar Pichai Concedes AI Must Deliver Real Value

Gemini 3.5, a personal agent called Spark, agentic shopping, and Android XR eyewear are all aimed at making AI feel useful, not just impressive.

Published

2 weeks ago

May 20, 2026

Nour Nasir

at io 2026 sundar pichai concedes ai must deliver real value

Google

Google’s annual I/O developer conference (I/O 2026) has recently become a status update on the same question: can the company turn its AI spending into products people use every day? This year, chief executive Sundar Pichai described Google as being in a phase of hyper progress, while conceding this is the part of the cycle where people want to see real value in the products they use on a day-to-day basis.

The strategy on display was to push agents — AI systems that act on a user’s behalf — into nearly every Google product at once. Search now has an “intelligent search box” that returns generated explainer videos alongside links. Gmail, Docs, YouTube and Maps are gaining their own agent layers, including a Docs Live feature that turns spoken instructions into drafted text with citations.

Two new models, Gemini 3.5 and a cheaper Gemini 3.5 Flash, arrived the same day. Google says 900 million people now use Gemini, and that more than 50 billion images have been generated with it. The pricing tier names are likely to confuse buyers: a new AI Ultra plan launches at $100 a month, while the older Gemini AI Ultra drops from $250 to $200.

The flashier announcements were Gemini Omni, a video generator pitched as a more realistic answer to OpenAI’s discontinued Sora 2, and Gemini Spark, a personal agent that handles recurring tasks across a user’s Google account. A new universal shopping cart lets agents complete purchases across multiple retailers from inside Google itself, placing the company between the merchant and the buyer, and also owning the checkout.

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Google also confirmed its Android XR eyewear, built with Samsung and frames from Warby Parker and Gentle Monster. Audio-only glasses ship this autumn; a display-equipped version, which would superimpose live translations into the wearer’s field of view, is still in development. Both sets translate, however only the display version shows you the result.

What Pichai did not resolve is the bargain underneath all this. An agent is only useful to the degree it knows your calendar, your inbox, your shopping history and your physical surroundings. Google has now confirmed that, in time, the same context may carry advertising.