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Everything you need to hunt smarter, not harder
JobJournal pairs smart job discovery with AI-driven analysis, giving you a single dashboard for the entire UK job market.
Automated job discovery
Continuously finds new positions in AI, ML, and Data Science across the UK — no manual searching required.
JobMatch AI
Google Gemini 3.1 Pro reads every listing against your CV and produces a weighted match score, so you instantly see which roles are worth your time.
Interactive job map
A live Leaflet map plots every opportunity geographically across the UK, color-coded by match score and university.
Real-time monitoring dashboard
Watch new listings appear live — start, stop, and monitor jobs being discovered in real time.
Market analytics
Chart.js-powered statistics on salaries, universities, and demand trends help you understand the market, not just individual roles.
REST API access
A full REST API for jobs, universities, statistics, and geographic data — integrate JobJournal into your own tools and workflows.
From search to shortlist in four steps
Discover
JobJournal continuously searches for new listings using your chosen keywords — “machine learning,” “data scientist,” “AI engineer,” and more.
Upload your CV
Add your CV once. JobMatch AI uses it as the baseline for every analysis it runs against new listings.
AI analysis
Gemini 3.1 Pro scores each job using a weighted model covering visa/KTP status, location, skills, salary, and benefits.
Review & apply
Browse ranked results on the map or dashboard, filter by category, and focus your applications on the strongest matches.
A transparent, weighted match score for every job
Instead of a black-box recommendation, JobJournal shows exactly how each score is calculated — so you can trust it and tune what matters most to you.
Add what matters to you:
Drag the sliders to set how important each factor is to you:
Simple plans that grow with your job search
Start for free, upgrade when you're ready for the full AI-powered experience.
Get started with limited searches and a taste of AI-powered job matching.
- Limited job searches per week
- Up to 5 AI matches per month
- Lite analysis on matched jobs
- Basic statistics dashboard
Full access to every feature — unlimited searches, full AI analysis, and tailored applications.
- Everything in Free
- Unlimited job searches & matches
- Full AI analysis with scoring
- Tailored CV & cover letter generation
- Interactive map & skills map
- Custom preference weighting
- Real-time listing updates
Priority access and visibility — be first in line for new listings and stand out to recruiters.
- Everything in Standard
- Priority alerts for new listings
- Profile promoted to job posters
- Early access to new features
- Priority support
Stop refreshing job boards manually.
Let JobJournal find, score, and surface the roles that actually fit your CV.
Get in touch with the JobJournal team
Questions about pricing, institutional access, or the JobMatch AI methodology? Send us a message.
JobJournal
Academic job intelligence for UK AI, Machine Learning, and Data Science researchers.
Frequently asked questions
Where does JobJournal get its job data?
JobJournal aggregates publicly listed positions from leading UK job boards, focusing on AI, Machine Learning, and Data Science roles across UK universities and employers.
How does JobMatch AI calculate a score?
Each listing is analysed by Google Gemini 3.1 Pro against your CV using a weighted model: KTP/Visa sponsorship (50%), location (15%), skills (15%), salary (10%), and benefits (10%). The result is a single, explainable match percentage.
Do I need to provide my CV?
Yes — JobMatch AI requires a baseline CV to compare listings against. You upload it once, and it's reused for every analysis until you update it.
Is there a free way to try JobJournal?
Yes. The Free plan lets you browse and search every listed job with no AI matching required. You can upgrade any time to unlock JobMatch AI and the interactive map.
Can my university get a shared account?
Yes — the University/Team plan supports multiple users, custom search keywords, and REST API access. Contact us via the form above for institutional pricing.