Cyber Security Diaries from StationX

I read over 500 real tech job ads from hundreds of employers. A Netflix role in the dataset advertised pay up to $900,000. The same jobs are now being done a completely different way.

In this episode: how pen testers, security leaders and engineers are being asked to build AI into the work itself. Real job ads, advertised salaries, and 2 steps to take in your tech career now.

CHAPTERS

0:00 The AI Shift Transforming Tech Careers

1:04 How AI Is Reshaping Cybersecurity Roles

1:59 AI Red Team & Pen Tester Jobs at Capital One

2:54 Microsoft Windows Security AI-Driven Roles

3:17 Las Vegas Sands: AI Agents as Offensive Tools

4:15 AI-Driven Security Leadership at Okta

4:56 Microsoft Principal Security Engineering Manager

5:25 Zeta Global AI-Native Application Security

6:03 $600K Staff AI Agentic Security Engineer Role

6:48 AbbVie Principal Agentic Security Engineer

7:31 Google Entry-Level Agentic Detection Engineer

8:18 How to Break Into AI Security Jobs

9:30 The Crisis and Opportunity in AI Security Jobs

10:14 The NEW Cybersecurity Roadmap

EXPLORE THE JOBS DISCUSSED

AI-Driven Cyber Security Jobs: Free app with the full ads and screenshots for the roles discussed, plus who's hiring and what they pay.

FREE BOOK

The New Way Into Cyber Security: What's changing and what these new roles actually mean.

LEARN AI-DRIVEN ENGINEERING (FREE GUIDES)

AI-Driven Engineering

Agentic Engineering

All free articles and tools

MENTIONED IN THIS EPISODE

The NEW Cybersecurity Roadmap (2026+) on YouTube.

GO DEEPER

The AI Master's Program: Become the cybersecurity expert the AI era demands.

SUBSCRIBE

StationX: New Cyber Security and AI videos every week on YouTube.

CONNECT

X: @GotoNathan

LinkedIn: Nathan House

I scored 3,500 cyber security roles against AI. These 6 skills came out on top, the ones that get stronger as AI gets better, not replaced by it.

Most career advice tells you to hide from AI. The data says the opposite: the safest cyber security careers are the ones running AI, or owning what AI can't be trusted with. In this episode: the six skills with their AI-resistance scores, why AI security engineer scores highest of any engineering role, the green career that needs no coding at all, the brand new offensive path, and the one specialism AI legally cannot be left to run on its own. Each one comes with a practical step you can take this week.

CHECK YOUR JOB

jobzonerisk.com ► JobZone Risk — free AI displacement score for the exact role you're aiming at. No email.

CHAPTERS

0:00 Top AI Cybersecurity Skills Ranked by JobZoneRisk

0:20 Skill 1: AI-Driven Engineering Explained

2:12 How to Start Learning Agentic Engineering

3:05 Skill 2: AI Security Engineering (Defense)

4:39 Skill 3: AI Governance and Auditing

6:25 Skill 4: AI Red Teaming and Pen Testing

8:10 Skill 5: Security Architecture and CISO Path

9:47 Skill 6: OT and ICS Security (AI-Resistant)

11:21 Recap: 6 AI Cybersecurity Skills That Win

12:40 Why AI-Driven Engineering Is the Multiplier

MENTIONED IN THIS EPISODE

app.stationx.net/ai-masters ► Practise jailbreaking our AI, legally — we built a bot you can break

csrc.nist.gov/pubs/sp/800/82/r3/final ► NIST SP 800-82, the free OT and ICS guide that teaches the Purdue model

Karpathy's Agentic Engineering (Explained) ► The full breakdown of skill 1, on YouTube

app.stationx.net/tools/ai-driven-cyber-security-jobs ► AI-Driven Cyber Security Jobs — real live listings and what they pay

FREE BOOK

app.stationx.net/book ► Become the Cyber Security Expert the AI Era Demands — read it free

GO DEEPER

app.stationx.net/ai-masters ► The AI Master's Program — become an AI-driven security engineer. 12 months, mentored, and you ship a real commercial security product. Application only.

SUBSCRIBE

www.youtube.com/@StationxNet?sub_confirmation=1 ► New Cyber Security and AI videos every week on YouTube

CONNECT

X: x.com/GotoNathan

LinkedIn: www.linkedin.com/in/housenathan

AI can now copy any app. It reads compiled code as easily as it writes it, and 5 types of software business cannot survive that. This is the list, and the one-sentence test that tells you in 30 seconds whether yours is next.

Everyone is warning that AI will kill software by writing it cheaply. The quiet threat is that AI can now take a compiled binary and reconstruct the source, so any software whose only protection was its code is exposed. In this episode: what Anthropic's Mythos model proved, the 5 business models it breaks, and the test that shows whether your product, your employer or your next job is on the wrong side of it.

FIND OUT IF AI WILL TAKE YOUR JOB

jobzonerisk.com ► Free AI exposure score for every major tech role. Same test from the episode, applied to your career.

CHAPTERS

0:00 The Second AI Threat Nobody Is Covering

0:44 Anthropic Mythos: AI Reads Compiled Binaries

1:20 OpenBSD 27-Year Bug Found for Under $50

2:33 Dead Model 1: Sell-Once Desktop Software

4:13 Dead Model 2: DRM and Denuvo Collapse

5:36 Dead Model 3: Closed-Source Algorithm as Product

7:09 Dead Model 4: Firmware as the Product

8:35 Dead Model 5: Anti-Piracy Vendors Themselves

9:55 The One-Sentence Test: Can AI Copy Software?

11:23 What Survives When AI Copies Software

MENTIONED IN THIS EPISODE

youtube.com/watch?v=tuSf_Z5RY9c ► AI-Driven Engineering: build million-dollar products in weeks, the next video to watch on YouTube

app.stationx.net/ai-driven-engineering ► More on AI-Driven Engineering

FREE BOOK

app.stationx.net/book ► My book on breaking into cyber security and AI-driven engineering — read it free

GO DEEPER

app.stationx.net/ai-masters ► The AI Master's Program — become the cybersecurity expert the AI era demands. Application only.

AI-DRIVEN CYBER SECURITY JOBS

app.stationx.net/tools/ai-driven-cyber-security-jobs ► Who's hiring for AI-driven cyber roles and what they pay. Real listings, updated.

SUBSCRIBE

www.youtube.com/@StationxNet?sub_confirmation=1 ► New Cyber Security and AI videos every week on YouTube

CONNECT

X: x.com/GotoNathan

LinkedIn: www.linkedin.com/in/housenathan

Is cybersecurity hard to learn? After 30 years and 500,000+ students, this is what the data shows: what's genuinely easy, what's actually hard, and why most people quit.

The technical fundamentals are more learnable than you think. No coding, no degree, and your age doesn't matter. The hard part is finishing. In this episode: the online course completion rates, the ISC2 Workforce Study on what hiring managers rank above technical skills, and the accountability research that takes your odds of following through from 10% to 95%. If you're a career changer wondering whether cybersecurity is too hard for you, this is the honest, evidence-based answer.

FIND YOUR PATH INTO CYBERSECURITY

www.stationx.net/mega ► The free Cyber Security Career Mega Pack from the episode. Guides, cheat sheets and career matching tools, everything you need to work out where to start.

CHAPTERS

0:00 Is Cybersecurity Hard to Learn? The Real Answer

0:24 Why Cybersecurity Feels So Intimidating

1:03 Conflicting Advice: Degree, Certs, or Home Lab?

1:32 450,000 Open Jobs and Unrealistic Listings

2:16 What's Actually Easy: Fundamentals and CompTIA

3:04 No Coding, No Degree, No Age Limit

4:06 The Hard Part: Why 92% Never Finish

5:01 Soft Skills Ranked by The ISC2 Workforce Study

5:44 The Research Finding That Changes Everything

7:01 Cohort Learning: 90% vs 3% Completion Rates

8:17 Free Cybersecurity Career Mega Pack

8:38 Career Changer Success Stories

9:19 Is Cybersecurity Hard to Learn? Final Verdict

10:40 Structure Over Willpower: Your Next Step

MENTIONED IN THIS EPISODE

www.youtube.com/watch?v=F0lt94v3q9o ► 7 Steps to Land Your Dream Cyber Security Job (FAST), the next video to watch on YouTube

FREE BOOK

app.stationx.net/book ► My book on breaking into cyber security and AI-driven engineering — read it free

GO DEEPER

app.stationx.net/ai-masters ► The AI Master's Program — the structure this episode is about, built in: mastermind groups, weekly milestones, 1:1 mentorship and real work experience. Application only.

SUBSCRIBE

www.youtube.com/@StationxNet?sub_confirmation=1 ► New Cyber Security and AI videos every week on YouTube

CONNECT

X: x.com/GotoNathan

LinkedIn: www.linkedin.com/in/housenathan

Cybersecurity vs software engineering: which survives AI? I scored 3,600+ jobs with my own AI risk model. The honest answer isn't what either camp tells you.

The two careers are merging into the same job, so which field you pick matters far less than which role you pick inside it. In this episode: the live security job description that changes the question, the AI displacement scores (security architect 71 vs SOC analyst 5, avionics engineer 71 vs junior developer 9), why the entry-level rung is collapsing in both fields, and the one capability, AI-driven engineering plus a real specialism, that opens three doors: employed, consultant or founder.

CHECK YOUR JOB

jobzonerisk.com ► JobZone Risk — free AI displacement score for the exact role you're aiming at. 3,600+ jobs rated 0–100. No email.

CHAPTERS

0:00 Cybersecurity vs Software Engineering Merge

0:27 Live Security Job Description Requires AI Coding Tools

1:58 AI Displacement Scores: 3,600 Jobs Analysed

3:27 Security Architect vs Tier 1 SOC Analyst

4:48 Score Your Role Free at JobZone Risk

5:02 Why Entry-Level Roles Are Vanishing

6:11 Build Capability, Not a Job Application

7:10 Vibe Coding vs AI-Driven Engineering

7:45 AI-Driven Engineering Plus a Real Field

8:29 Door 1: Get Employed With Real Builds

8:59 Door 2: Consult and Set Your Own Rates

9:24 Door 3: Founder Route and How HAL Works

10:06 Your Free Next Step: Ship One Real Thing

10:37 Which Should You Pick? Cyber vs Code

11:47 AI-Driven Security Engineer Master's Program

MENTIONED IN THIS EPISODE

jobzonerisk.com/compare ► The cyber vs software comparison — the two dials, the green/yellow/red split, and the safest and most at-risk roles in each field

app.stationx.net/tools/ai-driven-cyber-security-jobs ► AI-Driven Cyber Security Jobs — real live listings, salaries up to $600K

FREE BOOK

app.stationx.net/book ► My book on breaking into cyber security and AI-driven engineering — read it free

GO DEEPER

app.stationx.net/ai-masters ► The AI Master's Program — become an AI-driven security engineer. 12 months, mentored, and you ship a real commercial security product. Application only.

SUBSCRIBE

www.youtube.com/@StationxNet?sub_confirmation=1 ► New Cyber Security and AI videos every week on YouTube

CONNECT

X: x.com/GotoNathan

LinkedIn: www.linkedin.com/in/housenathan