Business
Computer science graduates struggle to secure their first jobs
Technology Reporter
Eddie HartEddie Hart studied computer science and cybersecurity at Newcastle University, graduating in 2024.
He says he knew getting into the tech workforce would be a challenge, but “I thought it would be a little easier”.
Even when “junior” roles were advertised, they often demanded two or more years professional experience, Mr Hart says.
“It’s not realistic, and it’s just discouraging the good candidates from even trying.”
To him it seems clear that potential employers are using AI tools to automate the simpler parts of coder’s work, tasks which would traditionally allow newcomers to build up experience.
While companies undoubtedly benefit from using AI in some parts of their operations, says Mr Hart, “I don’t think replacing developers entirely with AI is sustainable.”
ChatGPT, and other coding tools, are being blamed for a collapse in tech job openings, particularly for younger software developers and engineers.
A report by the UK’s National Foundation for Education Research showed a 50% decline in tech job adverts between 2019/20 and 2024/25, with entry level roles particularly affected.
The report cited the “anticipated impact of artificial intelligence” as one of the factors behind this.
At the same time, software developers have widely adopted AI code tools, while simultaneously expressing distrust in their output.
Research by Stack Overflow, a software knowledge platform, shows almost half use AI tools daily, despite just one third actually trusting the output of such tools.
Prashanth Chandrasekar, CEO of Stack Overflow, says it’s “a tricky time to graduate”.
More broadly, he says, its research shows developers are choosing to stay put, despite many expressing dissatisfaction with their work. “People are probably running for safety a little bit.”
All of this means young technologists are finding it harder to get that critical first job.
Stack OverflowThe stress of finding a job is also being raised by the use of AI in the job application process.
Mr Hart came across one highly automated application process which had eight stages, the first of which was to answer 20 exam-style questions about himself.
Such exercises can take up hours of time.
Friends had been asked to record and upload answers to interview style questions.
“And then that’s just reviewed by AI and a computer makes the decision. It just feels like you don’t get that respect of at least being rejected by a human,” he says.
Colin, who didn’t want his full name to be used, studied computer science at university, graduating in 2024.
He spent almost a year working through the recruitment process for one large company – only to be ultimately unsuccessful.
Even smaller firms often use AI to screen applications, he says, meaning CVs have to structured to be “AI friendly”.
Colin would then find he was being interviewed by people “who have clearly not read my CV”.
Both Mr Hart and Colin said they knew the senior roles were still out there. But, they wondered, who will fill them if younger developers like them were unable to secure jobs.
InfluxDataPaul Dix, CTO and co-founder at California-based database firm, InfluxData says in any economic downturn or disruption, junior software developers were the ones who got hit hardest.
But he says, “If nobody’s hiring younger developers, then you’re going to arrive at this point where you don’t have senior developers either, because you’ve completely killed your pipeline.”
More positively says Rajiv Ramaswami, CEO of US enterprise cloud firm Nutanix, “Some of these younger folks coming out of college actually have more experience using AI tooling compared to traditional ways of programming.”
Ramaswami adds: “I find the market for talent to be the best we’ve seen in several years.”
Mr Chandrasekar says the industry had always had an “apprenticeship” type model, with a pipeline of young people coming in and working with senior developers.
And, he suggests, executives and companies that had invested heavily in AI tech are under pressure to show some return on that investment. Even if that was by simply cutting back on hiring.
Stack Overflow’s research also found that while 64% of developers perceived AI as a threat to their jobs, this was four percentage points down on the previous year.
“They’ve now seen some of the limitations, where you need humans in the loop,” Mr Chandrasekar notes.
Previous tech disruptions had sparked fears that both senior or junior jobs would disappear, says Mr Chandrasekar. But invariably they result in more jobs as people uncover new problems and challenges.
“There’s going to be an insatiable appetite for technologists and developers to go and build those things to help solve those problems.”
But that spike in demand might not come in time for some of today’s graduates.
Mr Hart has secured a role as a security engineer at UK-based cybersecurity firm Threatspike, which he gained through a very human centred job process.
Meanwhile, Colin has turned his back on tech altogether and is considering a career in the police.
Business
Key Financial Deadlines That Have Been Extended For December 2025; Know The Last Date
New Delhi: Several crucial deadlines have been extended in December 2025, including ITR for tax audit cases, ITR filing and PAN and Aadhaar linking. These deadlines will be crucial in ensuring that your financial affairs operate smoothly in the months ahead.
Here is a quick rundown of the important deadlines for December to help you stay compliant and avoid last-minute hassles.
ITR deadline for tax audit cases
The Central Board of Direct Taxes has extended the due date of furnishing of return of income under sub-Section (1) of Section 139 of the Act for the Assessment Year 2025-26 which is October 31, 2025 in the case of assessees referred in clause (a) of Explanation 2 to sub-Section (1) of Section 139 of the Act, to December 10, 2025.
Belated ITR filing deadline
A belated ITR filing happens when an ITR is submitted after the original due date which is permitted by Section 139(4) of the Income Tax Act. Filing a belated return helps you meet your tax obligations, but it involves penalties. You can only file a belated return for FY 2024–25 until December 31, 2025. However, there will be a late fee and interest charged.
PAN and Aadhaar linking deadline
The Income Tax Department has extended the deadline to link their PAN with Aadhaar card to December 31, 2025 for anyone who acquired their PAN using an Aadhaar enrolment ID before October 1, 2024. If you miss this deadline your PAN will become inoperative which will have an impact on your banking transactions, income tax return filing and other financial investments.
Business
Stock Market Live Updates: Sensex, Nifty Hit Record Highs; Bank Nifty Climbs 60,000 For The First Time
Stock Market News Live Updates: Indian equity benchmarks opened with a strong gap-up on Monday, December 1, touching fresh record highs, buoyed by a sharp acceleration in Q2FY26 GDP growth to a six-quarter peak of 8.2%. Positive cues from Asian markets further lifted investor sentiment.
The BSE Sensex was trading at 85,994, up 288 points or 0.34%, after touching an all-time high of 86,159 in early deals. The Nifty 50 stood at 26,290, higher by 87 points or 0.33%, after scaling a record intraday high of 26,325.8.
Broader markets also saw gains, with the Midcap index rising 0.27% and the Smallcap index advancing 0.52%.
On the sectoral front, the Nifty Bank hit a historic milestone by crossing the 60,000 mark for the first time, gaining 0.4% to touch a fresh peak of 60,114.05.
Meanwhile, the Metal and PSU Bank indices climbed 0.8% each in early trade.
Global cues
Asia-Pacific markets were mostly lower on Monday as traders assessed fresh Chinese manufacturing data and increasingly priced in the likelihood of a US Federal Reserve rate cut later this month.
According to the CME FedWatch Tool, markets are now assigning an 87.4 per cent probability to a rate cut at the Fed’s December 10 meeting.
China’s factory activity unexpectedly slipped back into contraction in November, with the RatingDog China General Manufacturing PMI by S&P Global easing to 49.9, below expectations of 50.5, as weak domestic demand persisted.
Japan’s Nikkei 225 slipped 1.6 per cent, while the broader Topix declined 0.86 per cent. In South Korea, the Kospi dropped 0.30 per cent and Australia’s S&P/ASX 200 was down 0.31 per cent.
US stock futures were steady in early Asian trade after a positive week on Wall Street. On Friday, in a shortened post-Thanksgiving session, the Nasdaq Composite climbed 0.65 per cent to 23,365.69, its fifth consecutive day of gains.
The S&P 500 rose 0.54 per cent to 6,849.09, while the Dow Jones Industrial Average added 289.30 points, or 0.61 per cent, to close at 47,716.42.
Business
Global Conflicts Drive Arms Industry to $679 Billion Record Revenues – SUCH TV
Sales by the world’s top 100 arms makers reached a record $679 billion last year, as conflicts in Ukraine and Gaza fueled demand, according to researchers. Production challenges, however, continued to hamper timely deliveries.
The figure represents a 5.9 percent increase from the previous year, and over the 2015–2024 period, revenues for the top 100 arms makers have grown by 26 percent, according to a report by the Stockholm International Peace Research Institute (SIPRI).
“Last year, global arms revenues reached the highest level ever recorded by SIPRI, as producers capitalized on strong demand,” said Lorenzo Scarazzato, a researcher with the SIPRI Military Expenditure and Arms Production Programme.
Regional Trends
According to SIPRI researcher Jade Guiberteau Ricard, the growth is mostly driven by Europe, though all regions saw increases except Asia and Oceania.
The surge in Europe is linked to the war in Ukraine and heightened security concerns regarding Russia.
Countries supporting Ukraine and replenishing their stockpiles have also contributed to rising demand.
Ricard added that many European nations are now seeking to modernize and expand their militaries, creating a new source of demand.
US and European Arms Makers
The United States hosts 39 of the world’s top 100 arms makers, including the top three: Lockheed Martin, RTX (formerly Raytheon Technologies), and Northrop Grumman. US companies saw combined revenues rise 3.8 percent to $334 billion, nearly half of the global total.
European arms makers (26 companies in the top 100) recorded aggregate revenues of $151 billion, a 13 percent increase.
The Czech company Czechoslovak Group recorded the sharpest rise, with revenues jumping 193 percent to $3.6 billion, benefiting from the Czech Ammunition Initiative, which supplies artillery shells to Ukraine.
However, European producers face challenges in meeting increased demand, as sourcing raw materials has become more difficult.
Companies like Airbus and France’s Safran previously sourced half of their titanium from Russia before 2022 and have had to identify new suppliers.
Additionally, Chinese export restrictions on critical minerals have forced firms such as France’s Thales and Germany’s Rheinmetall to restructure supply chains, raising costs.
Russian Arms Industry
Two Russian arms makers, Rostec and United Shipbuilding Corporation, are among the top 100, with combined revenues rising 23 percent to $31.2 billion, despite component shortages caused by international sanctions.
Domestic demand largely offset the decline in exports. However, Russia’s arms industry faces a shortage of skilled labor, limiting its ability to sustain production rates necessary for ongoing military operations.
Israeli weapons still popular
The Asia and Oceania region was the only region to see the overall revenues of the 23 companies based there go down — their combined revenues dropped 1.2 percent to $130 billion.
But the authors stressed that the picture across Asia was varied and the overall drop was the result of by a larger drop among Chinese arms makers.
“A host of corruption allegations in Chinese arms procurement led to major arms contracts being postponed or cancelled in 2024,” Nan Tian, Director of SIPRI’s Military Expenditure and Arms Production Programme, said in a statement.
Tian added that the drop deepened “uncertainty” around China’s efforts to modernise its military.
In contrast, Japanese and South Korean weapons makers saw their revenues increase, also driven by European demand.
Meanwhile, nine of the top 100 arms companies were based in the Middle East, with combined revenues of $31 billion.
The three Israeli arms companies in the ranking accounted for more than half of that, as their combined revenues grew by 16 percent to $16.2 billion.
SIPRI researcher Zubaida Karim noted in a statement that “the growing backlash over Israel’s actions in Gaza seems to have had little impact on interest in Israeli weapons”.
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