Cactus Communications
Freelance Medical Subject Matter Expert - LLM Validation

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Freelance Medical Subject Matter Expert - LLM Validation
Overview
We are seeking qualified medical educators currently teaching medical students to join our subject matter expert (SME) team.
Job responsibilities:
Evaluate and assess AI-generated medical content to ensure it meets the pedagogical needs of medical educators teaching students. Rate content using established metrics including accuracy, completeness, relevancy, and overall usefulness for educational purposes.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
Qualifications and Prerequisites


Get help with your application
Your very own career expert that helps elevate your application to the next level.
Practicing physicians who are also currently serving as medical educators in clinical or basic sciences, with a valid medical license in good standing. MBBS/MBChB/MD degree from accredited medical school. 2+ years of medical education experience. Must be currently teaching at an accredited with expertise in one of our subject areas.
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
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