Why Keyword Matching is Killing Your Career Search
Traditional job boards rely on 20-year-old keyword technology. Here is why precision matching is the future of career intelligence.
For decades, finding a job has been a game of SEO. Recruiters search for "React Developer," and thousands of candidates clutter their CVs with as many buzzwords as possible.
This system is broken for two reasons:
- False Positives: Candidates who are good at "keyword stuffing" get the interview, even if they aren't the best fit.
- The "Noise" Problem: High-quality candidates who focus on outcomes rather than buzzwords get buried.
The Shift to Career Intelligence
At LothianAI, we believe that your career is more than just a list of keywords. It's a set of non-negotiable constraints and deeply ingrained experience.
Why Precision Matters
When we match you to a role, we don't just look for "Python." We look for:
- The scale of systems you've built.
- The specific industries where you've had impact.
- Your actual salary and equity requirements.
How We Do Different
Unlike traditional boards, our matching engine understands the semantics of your experience. We look for the "essence" of your role, matching you to companies where your specific background provides the highest information gain.
"The goal isn't to find a thousand jobs you could do. It's to find the three roles you should do."
What's Next?
We're constantly refining our precision engine to include more subtle signals like culture fit and leadership style. Stay tuned as we build the first true Career Intelligence platform.