ATS Keywords
ATS Keywords for General Practitioner CVs: What Recruiting Software Scans For
Practice groups, hospital trusts, and locum agencies increasingly run GP applications through applicant tracking systems before a human ever reads them, screening first for registration status and named clinical systems. A CV that describes your work in vague terms, rather than the specific credentials and systems a job ad names, can get filtered out before a practice manager ever sees your clinical record. Matching the right medical keywords and phrasing is what gets a genuinely qualified GP past that first automated pass.
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Must-Have Keywords
Include these keywords in your CV to improve your ATS score.
Strengthen Your CV
Power Phrases
Use these multi-word phrases to strengthen your CV.
Avoid These
Words to Avoid
Remove these overused or weak words from your CV.
ATS Score
Before & After ATS Optimization
Before
Missing Keywords
After
Added Keywords
Formatting
ATS-Friendly Format Tips
State your registration number and status (e.g., 'GMC No. XXXXXXX, full license to practise') in the header, since both ATS and recruiters scan for this first.
Use the exact names of clinical systems the job ad uses (EMIS Web, SystmOne, Cerner, Vision) instead of generic phrases like 'clinical software'.
Spell out acronyms at least once, e.g., 'Quality and Outcomes Framework (QOF)', so keyword-matching ATS and human readers both catch the term.
Avoid tables, text boxes, and multi-column layouts for qualifications and experience, since many ATS parsers scramble or drop content placed inside them.
Submit as a text-based .docx or PDF, never a scanned image or a design-tool export, so the ATS can actually extract the text.
Mirror the job posting's exact qualification wording (e.g., 'MRCGP' vs 'MRCGP(INT)') since ATS keyword matching is often literal, not semantic.
Use a reverse-chronological layout with clear section headers, such as 'Clinical Experience', 'Qualifications', and 'Registration', so section-based parsers categorize content correctly.
FAQ
Frequently Asked Questions
Larger practice groups, hospital trusts, and locum agencies increasingly use ATS or CV-screening software to triage high application volumes, though small independent practices often still review CVs manually.
Your registration status and license number. Most ATS and recruiter screens filter out candidates whose registration or right-to-work status isn't immediately clear on the CV.
Yes. List any EHR/EMR system you've used clinically, since ATS keyword matching is literal and job ads frequently name a specific system as a requirement.
Keep the local term if the role is in that country's system, but add a short plain-English gloss, such as 'performance-based quality incentive scheme', for international roles where the acronym won't be recognized.
No. Modern ATS scoring often flags keyword-stuffing without context, and it reads poorly to the human reviewer who sees the CV after the initial filter, so keywords should appear naturally within real achievements.
Yes. Most ATS parsers expect registration and qualifications near the top, so burying them below education or personal interests can reduce your parsed relevance score.
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