惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

GbyAI
GbyAI
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
A
About on SuperTechFans
The Last Watchdog
The Last Watchdog
A
Arctic Wolf
S
Schneier on Security
Cisco Talos Blog
Cisco Talos Blog
K
Kaspersky official blog
Spread Privacy
Spread Privacy
The Hacker News
The Hacker News
P
Proofpoint News Feed
Attack and Defense Labs
Attack and Defense Labs
NISL@THU
NISL@THU
AWS News Blog
AWS News Blog
Schneier on Security
Schneier on Security
TaoSecurity Blog
TaoSecurity Blog
H
Hacker News: Front Page
L
LangChain Blog
Y
Y Combinator Blog
T
Tenable Blog
Microsoft Security Blog
Microsoft Security Blog
L
Lohrmann on Cybersecurity
量子位
N
News and Events Feed by Topic
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
The GitHub Blog
The GitHub Blog
云风的 BLOG
云风的 BLOG
W
WeLiveSecurity
Martin Fowler
Martin Fowler
Cloudbric
Cloudbric
S
SegmentFault 最新的问题
Project Zero
Project Zero
D
Darknet – Hacking Tools, Hacker News & Cyber Security
博客园 - 叶小钗
V
Vulnerabilities – Threatpost
小众软件
小众软件
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
腾讯CDC
博客园 - 聂微东
F
Full Disclosure
WordPress大学
WordPress大学
PCI Perspectives
PCI Perspectives
P
Privacy International News Feed
M
MIT News - Artificial intelligence
Forbes - Security
Forbes - Security
Blog — PlanetScale
Blog — PlanetScale
T
The Blog of Author Tim Ferriss
Webroot Blog
Webroot Blog
S
Security @ Cisco Blogs
Last Week in AI
Last Week in AI

Latest from TechRadar in Pro

VodafoneThree gets Ofcom approval to bring satellite connectivity to your smartphone Is this the tipping point for AI at work? New Gallup survey finds half of all US employees now use it in some way 'Every Apple user needs to know about this nasty scam': Fake warnings tell users their iCloud data will be… 'Makes it even more disappointing': Microsoft backs fossil fuel big time with $7 billion deal in race for AI… 'Maybe it’s not science fiction': Solar panels are causing rainwater to fall in one of the driest places… Maine becomes first US state to pass data centre construction ban Dozens of WordPress plugins hijacked to target thousands of sites Drone-killing laser weapons greenlit for use in US airspace – FAA and Defense Department say high-energy weapons are ‘ready to protect all air travelers from illicit drone use’ despite airspace restrictions and friendly-fire incidents 'We are currently being extorted' — crypto giant Kraken says it is facing extortion attack, here's… I tried 7 free MTD software – now I've ranked my top picks as a freelancer Jackery McGraw Hill becomes latest to see its Salesforce data hacked Looking for a new PC? Now might be great time to upgrade, as Gartner figures claim shipments are rising — while… The new engineering playbook: how AI design copilots are reshaping product development Farewell Surface Hub — Microsoft kills off its super-sized touchscreen displays, but you might still be able to get one if you act fast 'We have no interest in patient data in the UK': Palantir UK head defends record as criticisms rise Amazon’s new AI Bio Discovery tool can provide ‘every researcher’ with ‘lab-in-the-loop drug discovery’ – 40+ AI biology models can filter 300,000 novel antibody candidates down to the top results for testing in just weeks Over 100 Chrome Web Store extensions found stealing user data from thousands of accounts Europe wants tech sovereignty but is this realistic? Enterprise AI governance cannot live in a prompt. So where is the safety net? Why 2026 is the year of flexibility without friction: solving the multi-platform crisis OpenAI reveals its Mythos rival designed for cybersecurity pros When cyberattacks are inevitable, recovery becomes the strategy Closing the cloud complexity gap LaLiga uses AI to fight illegal streaming that costs its clubs $800m a year Intel and Google expand long-term chip partnership to power AI systems 'Chatbots respond not just to what you ask, but how you ask it': Report finds AI agents might be sucking up to… 'Smartphones have physical limitations': Report explains why AI is kickstarting a billion-dollar hardware arms… 'I’m pretty sure actually we really do not need to work for five days' Zoom CEO calls for end of traditional work schedules — says 3-day working week should become the norm 'It's more common than you think': Experts reveal how hackers are trying to hijack your inbox with these… 'This wasn’t just phishing — it was a full-service cybercrime platform': FBI reveals takedown of notorious W3LL phishing operation targeting thousands of victims From cloud to Agentic AI: Why security must evolve faster than innovation Basic-Fit gym group data breach exposes details of over 1 million members — here's what we know ‘Authorities can ask them to hand over data’: Report claims over 80% of Europeans don’t trust US and Chinese businesses to handle their data – Europe is desperate for homegrown AI, cloud, and telecoms as the rift with the US grows Booking.com confirms reservation data breach — tells customers hackers 'may have been able to access certain… Agility is the key to protecting against Malware-as-a-Service (MaaS) Rockstar hackers publish 78.6 million stolen records — but many of us will be disappointed Adobe issues emergency security patch — Reader and Acrobat users need to update now OpenAI flags third-party data issue — all macOS users should update now Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Hackers use Claude and ChatGPT in 'a significant evolution in offensive capability' to breach government agencies, leak hundreds of millions of citizen records ‘You’re effed’: Palantir CEO says AI ‘will destroy humanities jobs’ – but Gen Z workers are apparently deliberately sabotaging AI rollouts in an effort to fight back 'This is not your typical run-of-the-mill malware': CPUID download page hacked and tools replaced with links… Anthropic is bringing Claude's AI power to Microsoft Word How businesses can turn AI pilots into scalable solutions AI can transform customer experiences – when it lives up to its promise 'Regain control of our digital destiny': France to ditch Windows for Linux to reduce reliance on US tech How the memory crisis is strangling the UK's data center boom ‘No Decision’ is the new breach: Why inaction is becoming a career risk for CISOs in 2026 'That shouldn’t translate into investing in AI blindly, without a clear strategy': Experts warn UK firms want to keep spending big on AI - even if they can't prove it makes a difference How AI is rewriting the ERP investment playbook Rockstar confirms major third-party data breach: GTA VI maker says 'no impact on our organization or our… How to deploy physical AI effectively '71% of US households get routers from ISPs': Why new FCC rules could leave millions stuck with outdated,… 'The CPU is the system’s executive layer': Intel joins SambaNova as both face existential threat from… 'Just not sustainable': Why your monthly £25 broadband internet bill could soon hit £45 '$15K bill destroyed a solo developer’s startup': How hackers are using leaked Google API keys to… 'Today is the day you've been waiting for': eGPUs can now officially turn a humble Mac Mini into an AI… Linux pulls support for ancient CPU — unsurprisingly, Linus Torvald says there is 'zero real reason' to… 'AI is a once-in-a-lifetime opportunity': Amazon CEO Andy Jassy lays out his '6 truths' for the… 'A self-inflicted hit': Washington state just rolled back sales tax exemptions for AI data centers worth… 'There’s no one-size-fits-all office chair': Vari explains the design decisions behind its award-winning… 'Small business owners have significant creative control from start to finish' — VistaPrint reveals the… 'Experts' to rent for $1 per month: Hostinger debuts 7-person AI team to help SMBs save thousands on… Microsoft hands Linux Foundation key Surface data to help fix laptop battery life Adobe Reader users beware — experts flag months-old security flaw using booby-trapped PDFs to scope out victims 'Shockingly good value': New rugged Android tablet has a built-in 1080p projector, night-vision camera, and… Stop the presses — Microsoft is actually cutting cloud PC prices for SMBs, promises to make it 'more cost-effective for small and medium businesses' 'If one piece of your supply chain is delayed, then your whole project can't deliver': Nearly half of US data centers planned for 2026 canceled or delayed — and things could soon get much worse ChatGPT’s hidden backup model just got smarter — as OpenAI adds a cheaper Pro option 'The problem is not AI’s capability...what won’t improve on its own is the human side': Major study claims white-collar workers are fighting back against AI in the workplace Introducing Perspectives — the new home for premium contributed content on TechRadar Pro Introducing Perspectives — the new home for premium contributed content on TechRadar Pro The New Internet is Coming Lazarus and Kimsuky prove why infrastructure-level analysis is crucial for cybersecurity Claude Cowork is now available for enterprise use, adds analytics, access controls and more The internet has a trust problem - identity needs to travel OpenAI halts £31 billion Stargate UK project over rising energy costs and regulatory deadlock The 70% rule: Why your AI strategy is a people strategy Top WordPress Slider plugin hijacked to spread malware — here's what to look out for Why CIOs need a single source of truth for digital operations No, Elon Musk doesn't want to give you a $5,000 tax refund — it's a scam, here's what to look out… Intermedia Unite review 2026 Why enterprise AI will be defined by integration, not model aggregation ‘It’s a potential national security threat’: Proton study finds over 3,500 US legislators’ official emails leaked and exposed on the dark web Microsoft warns worrying security flaw exposed over 50 million Android users, says 'user credentials and financial… Google Chrome rolls out a new tool to try and stop infostealer malware in its tracks How to submit an article for TechRadar Pro Perspectives 'Orwellian Notion': Federal workers can access Claude AI again after judge ditches Trump's Anthropic ban 'Almost 100 TOPS': GMKTec debuts powerful AI Mini PC that supports three 8K screens and costs less than you… 'Remember BlackBerry?': Iconic phone maker’s patents used to hit Brother in a massive lawsuit that could… Breach exposes sensitive LAPD files stored in city attorney system ‘FlamingChina’ hacker claims to have stolen over 10 petabytes of advanced military data from China’s National Supercomputing Center in possibly the biggest hack of all time Mac users beware — experts say this attack 'stood out immediately' by making a major change to try… Could AMD's former foundry be quietly building up to become a major Arm — and AMD — rival? Now that's different - hackers use miniature SVG images to try and hide credit card stealer "A future-proof powerhouse for demanding tasks": MSI's RTX5090 creative laptop gets a $300 price cut… Closing the implementation gap in America's cyber strategy UK NHS chief champions Palantir’s 'outstanding results’ in England, pushes for deeper rollout despite… French email provider accidentally leaked 40 million records — L’Oreal, Renault, French government data…
AI is unlocking entry-level potential, not replacing it
Rohit Gupta · 2026-05-12 · via Latest from TechRadar in Pro

Concerns that AI tools will eliminate entry-level jobs have become ever-present in debates on the future of work.

Stagnant hiring in certain sectors has only reinforced the perception that automation is closing the door on early careers, with the Institute of Student Employers noting graduate vacancies dropped 8% in the last year.

UK&I Managing Director at Cognizant.

But this misses a key point. AI is not eliminating entry-level roles, so much as reshaping them – and, in some cases, expanding who can participate.

In practice, AI is simply automating lower-level tasks, with around 10% of tasks now able to be fully automated, up from just 1% over the last three years.

This is opening the door to more fulfilling and meaningful work for new workers.

Enabling a fast start

Early career roles have historically involved repetitive tasks that allow employees to gradually build experience. Traditionally, graduates and young hires spend months or years handling basic work before taking on more complex responsibilities. There is value in the argument that this early career grind is crucial for building experience.

However, it overlooks the potential benefit AI can bring to a company. Much of the administrative or other rote work still matters in a world without AI but offers slow skill growth and limited meaningful contribution. Automating these tasks allows younger employees to engage with higher-value work sooner, accelerating learning and recognition via opportunities to make more tangible impact – for both the employee and employer.

Sign up to the TechRadar Pro newsletter to get all the top news, opinion, features and guidance your business needs to succeed!

By putting expertise at juniors’ fingertips, technology can help democratize knowledge and help augment their work early on. The introduction of agentic AI further accelerates this shift, with many lower-level administrative and project management tasks now able to be handled autonomously, freeing employees to focus on judgement, creativity and strategic contribution.

AI also has a role to play in this transition, bridging the gap between experience and higher value work. For example, it can be harnessed as a real-time mentor that offers guidance and examples to help entry-level staff navigate unfamiliar systems and scenarios. In marketing, AI can draft campaign copy or analyze engagement trends, helping inexperienced marketers focus on action rather than wrangling information from different systems.

For finance graduates, it can assist with data reconciliation or reporting, allowing junior analysts to work on forecasting and decision support earlier in their careers. As a result, junior staff develop skills and commercial understanding faster, while increasing confidence and understanding of where their work fits into the bigger organizational picture.

Broadening the talent pipeline

AI is also reshaping where organizations source talent by lowering barriers to entry that previously required niche training or specific education. Many technical and knowledge-based roles have historically required specific experience or qualifications before newcomers could contribute or even be hired.

AI gives early-career employees access to complex tools and systems without needing to master every detail upfront, allowing companies to look outside the traditional hiring pool.

This is having a measurable impact. Research by Microsoft and EY on neurodivergent and disabled Microsoft 365 Copilot users found that 85% of respondents reported improved performance in their roles. By reducing friction in day-to-day tasks, AI supports employees who may have faced structural barriers to participate more fully and confidently in the workplace.

The result? AI may widen the talent pipeline rather than narrow it. This is the Jevons Paradox in action: when technology makes a process easier, demand for what this process yields often increases rather than declines. As AI makes work more efficient, organizations can produce more, creating more opportunities for entry-level talent.

Rethinking the first career chapter

Some organizations are responding to AI adoption by reducing graduate roles on the assumption automation will replace them. This may be a strategic mistake. Entry-level employees are often the most adaptable members of the workforce, comfortable experimenting with new tools or pivoting to meet the requirements of the business.

Removing these roles altogether weakens the talent pipeline, while organizations depend on graduates and apprentices not only to complete routine tasks, but to develop the experienced professionals of the future.

However, the impact of AI does not make expertise irrelevant. Experienced professionals remain crucial for judgement, oversight and strategic direction. It’s just the skills profile across teams is changing. Entry-level employees increasingly need cross-disciplinary thinking, adaptability and creativity rather than purely executing predefined tasks.

This also underscores a broader challenge: the growing digital skills shortage. Demand for workers who understand AI, data and emerging technologies is rising rapidly, yet formal education and traditional training lags behind.

Even if much of the most valuable learning occurs through hands-on experimentation, it may be early-career hires that possess the most relevant education for a tech-imbued workplace, if the curriculum can evolve accordingly.

So, although AI is reshaping work, entry level roles are changing, not disappearing. The core duties they are comprised of are being increasingly automated, but the knock-on effect is that employees get access to advanced tools and responsibilities sooner than ever.

Organizations must recognize that employees early in their careers are as valuable as ever. Those that maintain the talent pipeline, equip new hires to work with emerging technologies and expose them to higher value work will be well set to stay productive in the AI era.

We've listed list the best job sites.

This article was produced as part of TechRadar Pro Perspectives, our channel to feature the best and brightest minds in the technology industry today.

The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/pro/perspectives-how-to-submit