92 per cent of UK automotive employers report difficulty filling roles, making it the hardest-hit sector for recruitment in the country. The figure sits almost 20 percentage points above the national average, where 73 per cent of employers say they are unable to find suitable candidates.
I can honestly say that if I was 18 now, there is no way I would go to university only to leave with huge debts and poor job prospects. Instead, I would become an electrician or similar trade.
Most beginner data portfolios look similar. They include: A few cleaned datasets Some charts or dashboards A notebook with code and commentary Again, nothing here is wrong. But hiring teams don't review portfolios to check whether you can follow instructions. They review them to see whether you can think like a data analyst. When projects feel generic, reviewers are left guessing:
They arrive without a decade or more of assumptions about how work should be done - more of a blank sheet of paper. That allows them to challenge the status quo and rethink processes from first principles. His advice for junior consultants at EY is to use that to their advantage: be bold, ask questions about the way things are done, and lean into the use of technology.
Just as software finished eating the world, zero interest rates ended. Companies optimized for cash and slowed hiring. The market didn't shrink, but stopped growing at the breakneck pace we all expected. The result: a glut of entry level talent groomed for jobs that never materialized. This would explain a more competitive entry level market. But it doesn't explain the entry-level market shrinking, despite overall industry growth. In short: demand for senior talent is rising, but has fallen off a cliff for juniors.
The findings, which are based on surveys of 150 employers from across the country, show that employers expect to raise starting salaries anywhere from 3.1 percent for engineering majors to 6.9 percent for computer science majors compared to last year's projections. In addition to computer science and engineering, average salaries are expected to increase for graduates with bachelor's degrees in mathematics and statistics, business, agriculture and natural resources, and communications.
One of the major secrets to getting any sort of promotion is that you must sow the seeds early on and build up to the point where the promotion feels like the natural next step. First, you have to nail the current job. Make sure you meet your deadlines, hit all your targets and fall firmly into the delivering' category.
Most blogs about switching jobs in tech talk about grinding harder. More LeetCode.More applications.More hustle. But when I switched from SDE-1 to SDE-2 in just 1.5 years and doubled my CTC, I realized something uncomfortable: 👉 Effort was never the bottleneck. Direction was. This post is for backend engineers who already work hard - but want clarity on what actually moves the needle in SDE-2 interviews.
Engineers who love building, mentoring, and solving complex problems don't need to manage people to keep growing. You can lead through influence instead. Technical mastery once guaranteed advancement. For engineers, data scientists, designers, and other experts, the career ladder used to be clear: learn deeply, deliver reliably, and get promoted. But at some point, progress begins to feel less like learning new tools and more like learning new ways to influence.
LinkedIn's latest research shows that while 72% of professionals plan to look for a new job this year, 84% feel unprepared as AI rapidly reshapes hiring and career growth. To bring clarity amid this uncertainty, LinkedIn's annual Jobs on the Rise list highlights the fastest-growing roles over the past three years. The data reveals strong demand for both technical and leadership AI roles, such as AI engineers and AI managers,
If the job market feels harder than it should right now, you're not imagining it. Recent analysis from LinkedIn shows that while more than half of professionals (56%) plan to job hunt in 2026, but 76% don't feel prepared. Hiring hasn't stopped, but it has slowed, narrowed, and become more selective. When fewer open roles, higher expectations, and longer decision cycles are now the norm, broad job searches are not the answer, but focusing on targeted job searches.
Hiring in 2026 won't look much like hiring even two years ago. If you don't pay attention, you will get left behind. I was a retained search consultant for 25-plus years. I've written executive and board résumés for the last 10 years. I've never seen so much change in candidate sourcing happen so quickly. CEO priorities and expectations have shifted. AI is reshaping how candidates get surfaced. Résumé sameness has skyrocketed. Candidate shortlist cycles have accelerated.