Artificial intelligence is rewriting the rules of career entry – and in the UK tech world, Gemini and ChatGPT opened doors for me that no coding bootcamp or degree could. I used a sequence of AI-powered prompts to go from frustrated jobseeker to junior product hire at a top London startup in less than two months.
Gemini and ChatGPT mapped out my job strategy – not just my skills
Gemini and ChatGPT, two of the world’s most advanced chatbots, became my secret career mentors. Instead of generic job board trawling, I asked Gemini:
“Analyze 10 job descriptions for entry-level tech roles in the UK. What skills, keywords, and project types appear most often?”
Gemini listed:
- User research, wireframing, stakeholder communication
- AI tool experience (ChatGPT, Notion, Midjourney)
- Case studies and portfolio projects over degree credentials
ChatGPT then helped me audit my own skills and build a roadmap for upskilling, tailored specifically for UK product roles.
Gemini turned every job description into a personalized project checklist
Gemini’s artificial intelligence wasn’t just about data – it was about action. I sent it a Notion database of saved UK job posts and prompted:
“Create a project roadmap based on these descriptions. For each skill or tool required, give me a 1-week challenge that I can add to my portfolio.”
In two weeks, I had:
- A 7-day UX case study using Figma
- A prompt engineering task with ChatGPT for automating reports
- A “fake” client project using Gemini to draft emails and spec docs
This let me build a real-world portfolio – the kind that got noticed even by companies that said “CS degree preferred.”
ChatGPT and Claude rewrote my CV, cover letters, and interview stories
ChatGPT structured every resume and application, replacing weak “duties” with specific, impact-driven outcomes. For each job, I used this prompt:
“Tailor my CV for this product analyst job. Focus on transferable skills, project impact, and AI tools. Keep it UK-centric and avoid empty buzzwords.”
Claude then made each version sound like me – not a bot. I gave it the ChatGPT draft and said:
“Rewrite this cover letter as a Londoner with hustle, optimism, and attention to detail.”
This combo cut my application time by 80 percent – and recruiters started writing back.
Gemini coached me through UK interviews – with real feedback and confidence
Gemini, acting as both recruiter and coach, simulated realistic UK tech interviews. My prep prompt:
“Role-play a Zoom interview for a junior PM role at a London SaaS company. Ask me behavioral questions, then rate my answers for clarity, UK context, and confidence.”
After each mock session, Gemini:
- Gave concrete feedback (“Try referencing the UK market or local user needs”)
- Suggested new stories based on my actual projects
- Tracked which answers landed and which needed more punch
My first real interview felt easy – because I’d already been grilled by a relentless, unbiased AI.
Chatronix ran my entire workflow – and tracked every job, prompt, and win
Inside Chatronix I organized everything:
- Job description analysis by Gemini
- Prompt stacks for every application and interview
- Claude-rewritten cover letters
- Gemini’s feedback on case projects
- Weekly progress dashboards
Chatronix was my AI-powered career OS – every script, success, and learning logged and ready to remix.
Want to build your own UK tech job stack?
Try Chatronix now and test Gemini, ChatGPT, and Claude together: Chatronix.ai
Table – My AI-Powered UK Tech Job System
| Stage | Tool | Prompt / Use Case |
| Market analysis | Gemini | Analyze job posts for skills and project themes |
| Project building | ChatGPT | Create weekly challenges based on requirements |
| Application writing | ChatGPT | Tailor CV, highlight impact, UK context |
| Voice + culture check | Claude | Humanize cover letter, add local flavor |
| Interview practice | Gemini | Mock interviews, real-time scoring and improvement |
| Workflow automation | Chatronix | Track scripts, feedback, and application results |
Bonus Prompt – My Gemini Portfolio Builder
Here’s the exact Gemini prompt that turned my job search around:
“Scan these 5 UK tech job ads. Identify the most wanted tools and skills. Then design a 4-week project plan that lets me build evidence of each. Write it as a Notion board with tasks, deadlines, and deliverable examples.”
I reused this for every niche I applied to – PM, data analyst, ops, even marketing.
<blockquote class=”twitter-tweet”><p lang=”en” dir=”ltr”>It took Gemini over 30mins and 15 MILLION tokens to build a super basic tool<br><br>I gave the exact same prompt to Claude Code and in 6 minutes (& 3 prompts) it:<br><br>- Built a working tool<br>- Added one-click examples<br>- Added prompt writing tips<br>- Added one-click copy of improved prompt <a href=”https://t.co/6elta1m4Ls”>https://t.co/6elta1m4Ls</a> <a href=”https://t.co/ZNeHsMS67B”>pic.twitter.com/ZNeHsMS67B</a></p>— Ian Nuttall (@iannuttall) <a href=”https://twitter.com/iannuttall/status/1937894139435086307?ref_src=twsrc%5Etfw”>June 25, 2025</a></blockquote> <script async src=”https://platform.twitter.com/widgets.js” charset=”utf-8″></script>
Conclusion
Gemini and ChatGPT didn’t just open doors – they made sure I had the keys. The right prompt system outperformed a degree, a bootcamp, or months of cold outreach.
What would you build for your career if you let artificial intelligence do the heavy lifting?
Want to test this stack? Try Chatronix.ai and get your first real AI-driven job roadmap today.
