From Bootcamp to Blocked:
How AI Broke the Dev Career Ladder—and How to Respawn
by Ricky Nutt on Mar 18, 2026
You grinded through bootcamp, shipped a portfolio of side projects that would ace any interview, networked like a pro on LinkedIn, fired off hundreds of applications—then… radio silence. Ghosted. “We’re going with someone more senior.”
In March 2026, that isn’t just your bad run; it’s the meta for entry-level developers.
The stats are brutal:
Employment for software developers aged 22–25 in high-AI-exposure fields: down nearly 20% from late-2022 peak (Stanford Digital Economy Lab, Nov 2025 report).
Big Tech new-grad hires: crashed from ~32% of new roles pre-pandemic to just 7% today (SignalFire/Forbes data).
Entry-level/junior (P1/P2) hiring rates: plunged 50–73% in recent periods (Ravio, SignalFire reports).
Yet the overall market isn’t shrinking—the U.S. Bureau of Labor Statistics projects software developer jobs to grow 15% from 2024–2034, much faster than average, with ~129,000 openings yearly. Demand surges as every industry levels up with AI.
So what broke the ladder? AI didn’t nerf software jobs. It patched out the tutorial mode.
Tools like Cursor, Claude Code, Lovable, and agentic workflows now auto-complete the grind: boilerplate factories, bug-squashing side quests, test suite generators, even basic feature implementation from high-level prompts. A senior developer directing a squad of agents can clear what used to take a full party of juniors and mids—faster, cheaper, and with no onboarding downtime.
Teams flatten. Mentoring guilds disband. Companies run the math: why invest XP in training juniors when AI delivers endgame output with zero grind?
The classic progression path—spawn as junior, farm simple features for levels, hit mid, then senior—is glitched for most. Entry gates are being locked while high-level roles (AI orchestration, system architecture, etc.) multiply and pay out big.
But respawn is possible. The winners aren’t raging at the patch; they’re mastering the new mechanics.
2026 Pivot Playbook: Level Up or Get Carried
Become the AI Orchestrator: Master prompting at scale, tool chaining, output evaluation/debugging, and building reliable agent squads. Companies crave players who turn agents into force multipliers.
Own the Endgame Layers (human-only mechanics): Craft razor-sharp specs, call architectural trades, wrangle integration chaos, assess risks, and sync with business objectives. Build highlight reels showing full clears: problem framing → spec → agent execution → validation + iteration loops.
Queue for High-Growth Niches (hot lanes): AI/ML engineering, agent infrastructure, eval systems, cloud architecture, AI cybersecurity, and DevOps for agentic pipelines—roles where context, accountability, and judgment still carry weight.
Prove Impact Day One (show, don’t tell): Contribute to open-source AI repos, deploy personal agent-powered tools, and snag gigs heavy on hybrid workflows. In applicant floods, raw AI-assisted shipping rises to the top.
Organizations get the same ultimatum: hoard seniors and risk a talent drought in 5–7 years, or redesign entry points around AI collab—oversight, spec crafting, validation, and agent governance training. Top teams are already queuing this way.
The old ladder glitched out. The new one is steeper, but the horizon stretches wider.
Fluency in commanding AI agents + Irreplaceable human judgment + Constant proof of value = The winning build.
At TYP Group, we coach players and teams through the patch—helping talent and clients understand how to position and pivot effectively in a constantly evolving market. Whether you are a professional looking for a chance to grab onto the first rung, or a business leader aiming to streamline without compromising your succession planning, we can offer practical solutions and guidance from our industry experts.
Don’t go AFK waiting for a rollback. Respawn stronger. Dominate the new game. Now.

8 March & 10 March 2025
Youth Unemployment Is Rising —
But This Isn’t Just a Jobs Story
And it isn’t just a UK story — it’s a story about who gets left behind, everywhere.
The latest figures from the Office for National Statistics show youth unemployment at 16.1%.
Nearly one in six young people actively looking for work cannot find it.
Across the Commonwealth — from Lagos to Lahore, from Kingston to Kuala Lumpur — that number is even starker. Youth unemployment in many member nations sits above 20%. And within those numbers, young women are disproportionately counted out.
At the same time, we’re hearing from employers across engineering, manufacturing, care and technology who are still struggling to hire the right skills.
That tension matters. Because it tells us something important: This isn’t simply a jobs shortage. It’s a transition gap — and it has a gender dimension that we can no longer afford to ignore.
The First-Step Bottleneck
In almost every economic slowdown, entry-level roles feel the pressure first.
Why? Because hiring at that level requires:
- Time
- Training
- Patience
- Leadership Availability
And when margins tighten, risk tolerance shrinks. So employers look for ‘ready-made’ experience.
But here’s the problem: if every organisation waits for someone else to train the next generation, the pipeline collapses. And that’s what we’re beginning to see.
On International Women’s Day, it’s worth naming this plainly: the ‘ready-made experience’ bias has always fallen harder on women. Career breaks for caregiving, part-time pathways, and sector segregation mean young women arrive at the entry gate already carrying a heavier load.
Fragmentation, Not Failure
We now have:
- Rising youth unemployment
- Persistent technical shortages
- Cooling wage growth
- Ongoing automation investment
- Increased hiring caution
These aren’t contradictions. They’re signs of a fragmented labour market.
Young people aren’t short of ambition. Businesses aren’t short of need. The bridge between them is where the strain sits.
Commonwealth Day reminds us this fragmentation is global. Across 56 nations, young people — and particularly young women — share the same structural barriers: limited access to networks, mentors, and employers willing to take a chance on potential over polish.
Why This Matters for Employers
Youth unemployment isn’t just a social statistic. It’s a long-term productivity issue.
When young people struggle to access early opportunities:
- Confidence drops
- Vital skills become limited
- Lifetime earnings reduce
- Workforce attachment weakens
In other words: today’s hiring caution can become tomorrow’s capability crisis.
Research consistently shows that when women reach their full economic potential, GDP grows — not marginally, but significantly. Closing gender gaps in youth employment isn’t charity. It’s competitive advantage.
What Needs to Shift
At TYP, we believe the solution isn’t louder debate. It’s better design. That means:
- Clearer entry pathways — especially into sectors where women remain underrepresented
- Honest expectations on both sides
- Stronger employer-led training models that don’t demand experience before offering it
- Collaboration between education and industry across borders — including Commonwealth partnerships
- Long-term thinking over short-term optimisation
The UK doesn’t have a youth talent problem. It has a connection and transition problem. And that’s fixable — but only if employers lean in.
This Women’s Day, the ask is simple: don’t just celebrate women in leadership. Build the pathways that get more young women there.
The Collective Responsibility
If we want resilient sectors, sustainable growth, and a stronger future workforce — across the UK and the wider Commonwealth — we cannot allow the first rung of the ladder to disappear.
And we cannot keep designing that ladder as though young women are an afterthought.
Because once that rung goes, rebuilding it is far harder.
This moment isn’t about panic. It’s about alignment. And alignment starts with deliberate action — action that includes everyone.
Happy International Women’s Day. Happy Commonwealth Day.
From the team at TYP — committed to building the bridge, together.
National Apprenticeship Week!
A timely reminder that early career decisions don’t sit solely with young people and parents. Industry, employers and hiring functions all play a critical role in creating and nurturing opportunity.
STEM Apprenticeships are a good example and particularly in a time where we are seeing rapid technological change. Pathways aren’t always clear, expectations can feel high, and some groups, especially women in STEM continue to face additional barriers around confidence, visibility and support. Inclusion, however, benefits everyone.
At TYP Group, we see early choices as starting points, not final decisions. People grow, industries evolve, and the ability to adapt should be encouraged not penalised.
That’s where employers and hiring teams really matter:
* creating inclusive entry points
* supporting early-career development
* recognising potential, not just polished CVs
* allowing room for learning, movement and redirection
When parents, educators, employers and talent acquisition work together, outcomes improve for individuals and businesses.
This will directly shape our future talent pool. If we focus only on today’s resourcing challenges and not tomorrow’s capability, we miss the bigger picture. Investing early will pay dividends in the long term value added to our workforce.
If you’re navigating early-career decisions or shaping early-career talent in your organisation, we’re here to help.

Today is a timely reminder that scams are evolving faster than awareness and education remains one of the strongest defences.
The BBC recently highlighted how online scams are targeting younger users through gaming, social platforms and seemingly harmless digital interactions 👉
https://www.bbc.co.uk/newsround/articles/ce94zer1kv2o.amp
While this article is aimed at a younger audience, the reality is simple:
scams don’t discriminate by age, sector, or experience.
At TYP Group, we believe reducing risk starts with visibility and education:
• Helping people recognise red flags early
• Encouraging verification over urgency
• Creating open conversations around digital trust and safety
If something feels rushed, unusually rewarding, or asks for personal or financial information — pause, verify, and challenge it.
Useful UK guidance on spotting and reporting scams can be found here:
👉 https://www.citizensadvice.org.uk/consumer/scams/check-if-something-might-be-a-scam/
The more we expose scams, and educate ourselves and others, the fewer people fall victim.
Too many companies hiring strategies end up becoming expensive attrition
Last week, Our fractional CGO, Caroline, attended Rewriting the Equation: Women, STEM & Talent Reversal in Cardiff — and the data was stark:
• Women currently make up ~51% of STEM qualifiers
• Yet only ~27% of STEM roles are filled by Women.
• There is still a STEM pay gap of 17%
That isn’t a talent shortage.
It’s a retention failure.
High-potential people are hired, but progression paths are unclear.
Informal networks dominate promotion. Hard working staff become jaded, and burnout builds. Eventually, talented people leave.
Many times we will hear leaders and hiring teams say: “We can’t find good people.”
You had them; You just didn’t do enough to keep them.
The organisations that will win over the next decade won’t be the ones hiring the fastest. They’ll be the ones building environments people don’t want to leave.
The best talent want to see –
• Clear and visible career pathways
• Transparent pay and progression
• Real sponsorship, not just mentorship
• Flexible senior roles that reflect modern life
• Leaders held accountable for retention, not just hiring
At TYP Group, we see this every day in conversations with candidates and clients alike.
Great recruitment only works when it’s matched with great systems.
Otherwise, it’s just expensive churn.
The next talent advantage isn’t speed.
It’s structure.
One of our TYP Group verified Candidates recently received an unsolicited WhatsApp message impersonating a real agency, promising £500 to £1,000 per day for 60 to 90 minutes’ work.
This isn’t recruitment.
It’s data scraping & impersonation and it’s often the first step in a wider chain of fraud.
And if you’re thinking these practices are just small crimes committed by small-time criminals, think again. Here is an example of how these tactics are being used in large-scale human trafficking and slavery crimes to grow these scam networks. 👉 What the Hell Is Happening in Cambodia? | AB Explained
At TYP Group, we’re committed to drawing a hard line:
❌ No scraped data
❌ No resale of candidate details
❌ No anonymous or unverified outreach
Even “low-level” scraping fuels the same ecosystem used by serious criminals.
If we disrupt the early stages, we limit the harm further up the chain.
Recruitment should be human, consent-led, and trusted, so when a candidate gets a WhatsApp message, they know it’s real.
By Phred Steer, Recruiting Expert at TYP Group
Have you ever applied for a job that seemed perfect – only to hear nothing, ever again?
You’re not alone. From scammy Whatsapp “dream roles” to fake job adverts designed to harvest CV’s that were never real, the epidemic of fake & misleading job opportunities is now one of the greatest threats facing the recruitment system.
This isn’t new – but across my 30-year career, especially in last 5 years, I’ve watched it intensify, thanks to automation, generative AI, and shifting marketing pressures.
❌ The Tactics Becoming Ubiquitous
Here’s what we’re seeing more frequently and more sneaky in the field:
- Fake outreach via WhatsApp, Telegram, or social media, often to harvest personal data, push fraudulent fees, or direct candidates into phishing traps
- Ghost jobs with repeated adverts with no intention to hire, used to build candidate databases or signal “growth”
- CV-fishing exercises, you apply, get “shortlisted,” then vanish into the ether
- Salary inflation and “unicorn roles” especially in early-stage startups advertising roles with unrealistic compensation
- Automation / AI-driven deception: chatbots or scripted voices finessing responses to extract deeper data
- Use of masked or disguised phone numbers, bogus company domains, proxy agents
- Agents blindly asking for your rate without checking role fit, just to lock you in
- Ghosting by recruiters or hiring companies even after strong interview feedback
- Unrealistic “unicorn” profiles: demanding narrow, hyper-specific skillsets, often ignoring soft traits like adaptability or culture fit
When you combine all these, what you have is a trust crisis in recruitment for both candidates and credible employers.
- Fake outreach via WhatsApp & social media: designed to harvest data or push fraudulent fees.
- Ghost jobs: adverts re-posted repeatedly where no intention to hire exists.
- CV fishing exercises: candidates apply, get “shortlisted,” and then hear nothing back.
- Inflated salaries: Seed or Series A start-ups posting roles at £190–220k, far beyond realistic market norms.
And candidates aren’t imagining this. The data proves it:
- Reports of recruitment fraud in the UK more than doubled in two years — from 2,094 in 2022 to 4,876 in 2024. (BBC)
- The UK has seen a 237% rise in advanced-fee job scams since January 2025, with victims losing on average £1,420 (and some more than £5,000). (Lloyds Banking Group)
- A recent study found 34.4% of UK job adverts were ghost jobs — almost one in three. In some professions, it’s much worse: veterinary nurses (59%) and software engineers (46%) are at the top of the list. (HR Review)
- Nearly 30% of jobs posted on one major platform in Q2 2025 were identified as ghost jobs. Internal platform data suggests 4 in 5 companies have posted at least one ghost listing. (Recruiter)
📊 The Data Doesn’t Lie
Candidates aren’t imagining this, the evidence is stark:
- 34.4% of UK job adverts were identified as ghost jobs, per Standout CV analysis. Veterinary nursing (59.1%) and software engineers (46.5%) are among the worst affected fields.
- HRReview states that 1 in 3 UK job ads are ghost jobs.
- A survey of 649 hiring managers found that nearly 40% admitted their companies posted ghost jobs in a given year.
- On the Greenhouse platform, 18–22% of active roles in any quarter are classified as ghost jobs.
- Lloyds Bank reports job scams in the UK have surged 237% since January 2025, with average losses ~£1,420 (some victims report over £5,000).
- JobsAware, a UK service helping scam victims recorded a 259% rise in job scam reports from Q4 2022 to Q4 2023.
- Hireserve reports a 35% year-on-year increase in job scams in one quarter, particularly via fake adverts that clone recruitment workflows.
- The UK lost £33.2 billion to fraud across all forms in 2024 which is the highest in Europe.
- Crowe UK’s earlier research estimated recruitment fraud cost UK organisations £23.9 billion annually (pre-pandemic baseline).
These aren’t marginal anomalies, they are systemic distortions.
💰 Why Inflated Salaries & “Unicorn Roles” Should Raise Alarms
Consider the scenario: a Seed or Series A startup advertises a CMO role in the UK with a package of £190,000–£220,000. Here’s why that alone demands scrutiny:
- Early-stage economics are lean. Founders often operate on tight personal budgets. Paying that kind of cash early is rarely sustainable.
- Bait-and-switch tactics. The job may lure attention with high salary, but when you dig into the equity component or performance conditions, the real payout shrinks drastically.
- Misaligned expectations. The organisation often needs a “builder” someone used to ambiguity and scrappiness, not a big-company exec used to layered teams and process.
- Optics over substance. Inflated ads can create market buzz or give the impression of scale, regardless of whether the role is genuinely backed.
When you see compensation figures that outstrip realistic benchmarks for stage, team size, and fund runway, that’s a major red flag.
🔍 Sector-Specific Pressure Points
While the problem permeates broadly, some sectors are especially vulnerable:
- Tech & Software: With tech roles down sharply post-2020, supply outpaces demand, making inflation and ghost ads more tempting. Some UK tech job adverts have halved since 2019–20.
- Healthcare & Social Care: Fraud reports in care sectors are rising. Migrant care workers have reported being charged thousands for jobs that never materialized.
- Marketing / Professional Services: Misrepresentation is rampant (e.g., “pensions” listed as perks when they are legally required).
- Gig / Remote Work: The flexibility and anonymity of gig roles make them ideal cover for scam operators.
🔍 Sector-Specific Impact
The damage isn’t equal across industries:
- Tech: UK tech job adverts have halved since 2019/20, with programmer/software roles down by almost 70%. Fewer real opportunities mean fake or inflated roles stand out even more. (NFER)
- Healthcare: NHS Fraud reports rose from 5,048 in 2022-23 to 6,367 in 2023-24, with vulnerabilities estimated at £1.3 billion. In care recruitment, a six-fold rise in complaints from migrant workers shows people being charged thousands in fake “fees” for jobs that don’t exist. (CFA, The Guardian)
- Marketing & Professional Services: Studies show up to 49% of job ads list pensions as “perks” — even though they’re a legal requirement. Misrepresentation is rife, even when jobs are real. (HR News)
🌍 Why This Crisis Matters Deeply
- Wasted time & disillusionment: Jobseekers invest hours or days chasing roles that don’t exist, undermining trust in platforms and recruiters.
- Reputational damage: Even legitimate firms risk being tarred by association if their industry is viewed as opaque or predatory.
- Distorted talent markets: Ghost roles muddy supply-demand signals across sectors.
- Inequality & youth impact: Younger workers are disproportionately targeted, over 50% of known job scam victims fall into the 18–34 age group. (See Lloyds / Independent reporting)
🌍 Why This Matters
The result?
- Candidates waste time and lose trust.
- Companies risk reputational damage when they’re perceived as misleading.
- The talent market becomes noisy, opaque, and harder to navigate.
And critically — this disproportionately affects younger jobseekers. Over 50% of job scam victims are aged 18-34, the very group building the next wave of skills and careers.
✅ How We Can Shift the Market
Platforms like ours (currently in the making) and trusted agencies have a role to play:
- Protecting candidates from scams and CV-harvesting.
- Helping companies commit to transparency in how they advertise and recruit.
- Building a trusted network where authentic roles rise above noise and inflated promises.
✅ How an Ethical Shift Could Rebalance the Market
At TYP Group, we see a path forward. Here’s how we and others can help reset trust:
For Platforms & Tech Providers
- Rigorous verification (company identity, domain validation, recruiter credentials)
- “Trusted role” badges or audit trails for legitimate jobs
- Real-time scanning for duplicate or re-posted ghost listings
- Data-sharing around scam patterns (with privacy safeguards)
For Recruitment Agencies & Employers
- Transparency in compensation and equity structure
- Clear communication by discussing the role history, budget constraints, hiring timing
- Responsiveness to candidates, that’s even in rejection
- Ethical agency practices: vet role legitimacy before marketing
- Partnership with third-party verification / audit bodies
For Candidates
- Be sceptical of “too good to be true” offers — especially unsolicited ones
- Verify company domains, check employer reviews, request references
- Never pay fees upfront for “access to roles”
- Use trusted recruitment networks or certified platforms
- Report suspicious ads, share experiences
🧭 Final Thought: Reclaiming Trust in Talent Markets
Fake, inflated, or ghost job postings don’t just hurt individual jobseekers, they strain the entire recruitment ecosystem. If unchecked, they corrode trust, make talent translucent, and trash signal-to-noise ratios.
But there is hope. With strong standards, shared accountability, and the right tools, we can flip the narrative. Real roles should rise above the noise and real talent should get the respect (and compensation) they deserve.
👉 If you’re a candidate or an employer and you’d like to discuss what to watch out for or how TYP Group is building safer pathways, you can Be part of the mission by joining our mailing list to stay close to the journey, get early access, and help us reshape recruitment together: enquiries@typgroup.org
Or this:
🔗 Get Involved
If you’re a candidate, 👉 follow our page or join our mailing list to stay informed, spot red flags, and access genuine opportunities.
If you’re a company, 👉 partner with us to raise hiring standards and rebuild trust in recruitment.
📩 Join the mission: enquiries@typgroup.org
👏 Huge congratulations to Devilliers Van den Brink on a fantastic result at the European Triathlon Championships in Istanbul 🏊♂️🚴♂️🏃♂️ It’s especially impressive given it was a last
minute entry! 👊🏼
See how by clicking on https://triathlon.org
or 👉 Get in touch with Devilliers Van den Brink directly but also ask how you can help him reach his goals, in turn supporting continued achievement 👊
As you can see from Devilliers Van den Brink photos, it’s pain first, then pleasure in the celebration, a perfect reminder of why we started this TYP of engagement 👉 www.typengagement.com
Too often in recruitment we hear the same frustrations repeated. What we want is more of these kinds of celebrations, the right people matched with the right roles, and everyone winning as a result.
Everything is a journey, and just like with TYP Group Engagement platform, this could be the road to both our podiums in 2026. With our continued support (and hopefully a few new sponsors inspired by this post 😉), we’re confident De will keep raising the bar, while our platform in making will continue too grow!
Here’s to the next step forward 🎸 and 💡 Here’s how you can get involved:
👉 Not only getting in touch with Devilliers Van den Brink by clicking his link and asking how you can help him reach his goals, in turn supporting continued achievement 👊
👉 Follow our journey Tri! to achieve your validated TYP of recruiting 🙏
👉 Share your voice: Although we have a Vision of what TYP of recruiting is required for the future, what services would you like to see on the TYP Group engagement platform🤔 by
📩 Either sending Phred Steer or Lee Gartside a direct message or click on the following link:
Your support will help Devilliers Van den Brink to go further and your feedback will directly shape the future of TYP because true engagement starts with listening.
Now that’s a TYP of service built for impact!
👉 Be part of the mission by joining our mailing list to stay close to the journey
We’re proud to support Devilliers Van den Brink as he takes on the 2025 Europe Triathlon Championships in Istanbul 🏊🚴🏃 and at the same time, we’re kicking off the journey of creating our new digital platform: www.typengagement.com
At TYP Group, we believe recruitment is broken and we’re rebuilding it.
🔧 The platform is in the making.
📢 But our mission starts now.
✅ Candidates → get noticed, not ghosted.
✅ Freelancers → find real opportunities, not wasted time.
✅ Employers → validated talent, less noise, smarter hires.
We’re not promising overnight fixes. We’re building something better with you.
👉 Be part of the mission by joining our mailing list to stay close to the journey

