No99b: Can AI make searching GP jobs around the world easier to find and compare?
The international market for doctors (GPs and Family Medicine) is complicated. If you want to move countries then it actually takes quite a lot of work to compare the jobs in different companies. Recruitment agencies and websites seem to hold most of the data privately.
Yesterday, I updated a blog that I originally made in 2022 about the Big Mac Index and GP salaries.
Today, I was wondering if I could make AI do all the hard work for me. This is what Grok3 could do in a few minutes:
https://x.com/i/grok/share/o9RIVTTDpnlx0fWT7JY6ampOH
https://x.com/i/grok/share/5n6BViY4YADRYh5Rsu71obZ8T
Key Observations
Highest Salaries: Switzerland ($165,000 - $220,000 USD), USA ($200,000 - $300,000 USD), and Canada ($130,000 - $180,000 USD) lead in advertised GP pay, reflecting high demand and living costs.
Lowest Salaries: Pakistan ($4,300 - $7,200 USD), Sri Lanka ($6,000 - $9,000 USD), and India ($14,000 - $24,000 USD) show lower pay, tied to economic conditions despite demand.
Gulf Region: Qatar, UAE, Kuwait, and Saudi Arabia offer tax-free salaries ($82,000 - $146,000 USD), competitive globally.
Data Gaps: Countries like Uruguay, Costa Rica, and Ukraine have sparse online listings, so estimates lean on regional averages or limited sources.
These figures are snapshots based on advertised roles or averages where specific listings aren’t detailed. Exchange rates are approximate (e.g., 1 USD = 0.77 GBP, 375 PKR, 100 RUB).
Below is the list of the 24 countries you provided, reordered based on the estimated number of job vacancies for General Practitioners (GPs) or Family Medicine doctors, from the highest to the lowest. These estimates are derived from my previous analysis, which used data from job advertisement websites and considered factors like market size, healthcare system structure, and online visibility as of February 22, 2025.
Ordered List: Most GP/Family Medicine Job Vacancies to Least
1. USA: ~600-800 vacancies
Advertised Salary: ~$200,000 - $300,000 USD annually (PracticeLink.com, Indeed.com)
Source: Average Family Medicine physician salary from SalaryExpert.com (~$264,054 USD) aligns with job listings on PracticeLink.com showing $220,000 - $280,000 for rural and urban roles.
Huge demand across states, driven by a large population and shortages in primary care.
Websites Found: Indeed.com, PracticeLink.com, BMJ Careers
Analysis: PracticeLink.com lists ~500-700 Family Medicine jobs nationwide. Indeed.com vastly expands this.
Estimated GP Vacancies: ~600-800 (huge demand across states).
2. UK: ~200-300 vacancies
Advertised Salary: £70,000 - £100,000 GBP ($90,000 - $130,000 USD)
Source: NHSJobs.uk and BMJ Careers list GP roles at £73,000 - £95,000 GBP; SalaryExpert.com cites ~£73,408 GBP as average.
Chronic shortages in the NHS and private sectors fuel high numbers.
Websites Found: JobsMedical.co.uk, BMJ Careers, NHSJobs.uk
Analysis: BMJ Careers lists ~100-150 GP jobs, while NHSJobs.uk adds hundreds more. High demand persists.
Estimated GP Vacancies: ~200-300 (chronic shortage in NHS and private sectors).
General Practitioners (GPs) in the UK have a variety of resources at their disposal to find advertised job opportunities. These range from traditional websites and magazines to modern social media platforms. Below is a list of 10 places where GPs commonly look for jobs, incorporating the requested categories (social media, Facebook, websites, magazines, and other recommended resources), based on current practices and trends as of February 22, 2025:
NHS Jobs Website (www.jobs.nhs.uk)
The official job board for NHS England, this is a primary resource for GPs seeking salaried, locum, or partnership roles within the NHS. It’s widely used due to its comprehensive listings across the UK and its direct connection to NHS employers.
BMJ Careers (careers.bmj.com)
A leading online platform from the British Medical Journal, offering daily updated GP job listings, including salaried, locum, and international opportunities. It’s a go-to for GPs due to its credibility and extensive reach.
RCGP Jobs (jobs.rcgp.org.uk)
Run by the Royal College of General Practitioners, this site provides specialized listings for GP roles (salaried, locum, partner) and practice staff vacancies. It also offers tools like CV uploads and job alerts, making it a key resource.
GPonline Jobs (jobs.gponline.com)
Linked to the GPonline platform, this site features a broad range of primary care vacancies, from GPs to nurse practitioners. It’s popular for its focus on general practice and options to receive email alerts.
Pulse Magazine Jobs (www.pulsetoday.co.uk/jobs)
Pulse is a well-known magazine and online resource for GPs, offering job listings alongside news and CPD content. Its job section includes salaried and locum roles, appealing to GPs who already use it for professional updates.
LinkedIn (www.linkedin.com)
A professional social media network where GPs can find job postings from recruiters, practices, and NHS trusts. With over 2,000 GP-related jobs listed recently, it’s valuable for networking and discovering opportunities via groups or company pages.
Twitter (X platform)
GPs use Twitter to follow accounts like @NHS_Jobs @RCGP or regional NHS trusts that tweet job openings. Hashtags like #GPjobs or #NHSjobs help filter relevant posts, making it a dynamic, real-time resource.
Facebook Groups
Groups such as “UK GP Jobs” or “General Practitioners UK” host job adverts from practices and recruiters. These community-driven spaces allow GPs to see posts from peers or employers, often with quick response opportunities.
Practice Index Jobs (practiceindex.co.uk/jobs)
A niche website tailored to general practice, offering job listings for GPs and practice staff. It’s recommended for its focus on primary care and additional resources like forums for practice managers.
Locum Agencies (e.g., Chase Medical, AppLocum)
Agencies like Chase Medical (www.chase-medical.com) and AppLocum (www.applocum.com) advertise locum and permanent GP roles via their websites and often promote openings on social media (e.g., Twitter, LinkedIn). They’re highly recommended for flexible or short-term work.
Additional Notes:
Magazines: Beyond Pulse, GPs might encounter job ads in print versions of The BMJ or GP Magazine, though digital versions are more commonly used today.
Other Resources: Word of mouth via GP networks, local Primary Care Network (PCN) newsletters, and email lists from regional GP bodies (e.g., Local Medical Committees) are also valuable, though less formalized.
Social Media Trends: Platforms like Twitter and LinkedIn are increasingly used for real-time job alerts, while Facebook groups offer a more informal, community-based approach.
These resources collectively cater to the diverse needs of GPs, whether they’re seeking permanent roles, locum work, or career progression, blending traditional and modern job-hunting methods effectively.
3. EU (General): ~50-100 vacancies
Advertised Salary: Varies widely; €40,000 - €100,000 EUR ($43,000 - $108,000 USD)
Source: EURES.ec.europa.eu shows GP salaries from ~€33,835 (Latvia) to €73,408 (UK equivalent in EUR); broader EU average estimated from Euronews data.
Varies widely by country, with a broad estimate across the region.
Websites Found: Medicis-Jobboard.co.uk, EuroJobs.com, EURES.ec.europa.eu
Analysis: EURES lists hundreds of healthcare jobs EU-wide, with ~50-100 GP-specific roles across countries. Medicis-Jobboard.co.uk adds specialized listings.
Estimated GP Vacancies: ~50-100 (varies widely by country).
4. Australia: ~60-80 vacancies
Advertised Salary: AUD 150,000 - AUD 250,000 ($100,000 - $167,000 USD)
Source: Seek.com.au lists GP roles at AUD 150,000 - AUD 220,000; HealthWorkforce.com.au aligns with ~$180,000 AUD average.
High demand, particularly in rural areas, due to ongoing shortages.
Websites Found: Seek.com.au, HealthWorkforce.com.au, BMJ Careers
Analysis: Seek.com.au has ~50-70 GP jobs nationwide, especially in rural areas. HealthWorkforce.com.au targets medical roles, adding to the tally.
Estimated GP Vacancies: ~60-80 (high demand due to shortages).
5. Canada: ~60-80 vacancies
Advertised Salary: CAD 180,000 - CAD 250,000 ($130,000 - $180,000 USD)
Source: JobBank.gc.ca shows Family Medicine roles at CAD 190,000 - CAD 240,000; SalaryExpert.com cites ~$199,000 CAD.
Persistent shortages, especially in rural and remote regions.
Websites Found: JobBank.gc.ca, Indeed.ca, BMJ Careers
Analysis: JobBank.gc.ca lists ~50-70 Family Medicine jobs, especially in rural areas. BMJ Careers adds international appeal.
Estimated GP Vacancies: ~60-80 (persistent rural shortages).
6. New Zealand: ~25-35 vacancies
Advertised Salary: NZD 150,000 - NZD 200,000 ($90,000 - $120,000 USD)
Source: KiwiHealthJobs.com lists GP roles at NZD 160,000 - NZD 190,000; aligns with SalaryExpert.com data.
Ongoing shortage in primary care, notably in rural areas.
Websites Found: Seek.co.nz, KiwiHealthJobs.com, BMJ Careers
Analysis: KiwiHealthJobs.com lists ~20-30 GP roles, especially in rural regions. BMJ Careers confirms high demand.
Estimated GP Vacancies: ~25-35 (ongoing shortage in primary care).
7. Saudi Arabia: ~25-35 vacancies
Advertised Salary: SAR 400,000 - SAR 550,000 ($106,000 - $146,000 USD)
Source: Bayt.com lists GP roles at SAR 420,000 - SAR 500,000; SalaryExpert.com cites ~SAR 476,048.
Robust demand tied to Vision 2030 healthcare expansion.
Websites Found: Bayt.com, GotoGulf.com, IMSRecruitment.com
Analysis: Bayt.com and GotoGulf.com frequently list GP jobs for Saudi’s expanding healthcare system, with ~20-30 vacancies. IMSRecruitment.com adds international placements.
Estimated GP Vacancies: ~25-35 (robust demand due to Vision 2030 healthcare goals).
8. UAE: ~25-35 vacancies
Advertised Salary: AED 300,000 - AED 450,000 ($82,000 - $122,000 USD)
Source: GulfTalent.com shows GP roles at AED 320,000 - AED 400,000; estimated from regional trends.
Booming private healthcare sector drives opportunities.
Websites Found: Bayt.com, GulfTalent.com, GMRecruiting.com
Analysis: Bayt.com shows ~20-30 GP vacancies across Dubai and Abu Dhabi. GMRecruiting.com adds specialized listings.
Estimated GP Vacancies: ~25-35 (booming private healthcare sector).
9. Norway: ~10-15 vacancies
Advertised Salary: NOK 800,000 - NOK 1,000,000 ($73,000 - $91,000 USD)
Source: NAV.no lists GP roles at ~NOK 850,000; Euronews suggests higher PPP-adjusted earnings.
Rural focus with high standards, limited but steady demand.
Websites Found: NAV.no, Medicolink.com, BMJ Careers
Analysis: NAV.no lists 10-15 GP roles, Medicolink.com adds international options (5-10).
Estimated GP Vacancies: ~10-15 (rural focus, high standards).
10. Switzerland: ~10-15 vacancies
Advertised Salary: CHF 150,000 - CHF 200,000 ($165,000 - $220,000 USD)
Source: Jobs.ch aligns with SalaryExpert.com (~$264,054 USD average, adjusted for GPs vs. specialists).
High demand but stringent requirements limit visible listings.
Websites Found: Jobs.ch, Medicis-Jobboard.co.uk, BMJ Careers
Analysis: Jobs.ch lists ~15-25 healthcare roles, with ~5-10 GPs in private/public sectors.
Estimated GP Vacancies: ~10-15 (high demand, stringent requirements).
11. Sweden: ~10-15 vacancies
Advertised Salary: SEK 600,000 - SEK 800,000 ($57,000 - $76,000 USD)
Source: Arbetsformedlingen.se lists ~SEK 650,000; Euronews notes lower nominal pay than specialists.
High demand tempered by language barriers for foreign doctors.
Websites Found: Arbetsformedlingen.se, Medicolink.com, BMJ Careers
Analysis: Medicolink.com offers ~5-10 GP roles for internationals. Arbetsformedlingen.se lists ~10-20 healthcare jobs.
Estimated GP Vacancies: ~10-15 (high demand, language barrier).
12. Denmark: ~10-15 vacancies
Advertised Salary: DKK 600,000 - DKK 800,000 ($86,000 - $115,000 USD)
Source: JobIndex.dk and Medicolink.com show ~DKK 650,000; Euronews cites €73,408 equivalent.
Stable demand, attractive for international doctors.
Websites Found: Medicolink.com, JobIndex.dk, BMJ Careers
Analysis: Medicolink.com targets international doctors (~5-10 GP roles), JobIndex.dk lists ~10-20 local healthcare jobs.
Estimated GP Vacancies: ~10-15 (stable but attractive for foreign doctors).
13. Kuwait: ~10-15 vacancies
Advertised Salary: KWD 20,000 - KWD 30,000 ($65,000 - $98,000 USD)
Source: Bayt.com lists ~KWD 24,000; estimated from Gulf region trends.
Steady need, primarily for expatriate healthcare.
Websites Found: Bayt.com, GotoGulf.com, IMSRecruitment.com
Analysis: Bayt.com shows ~10-15 GP jobs, often in private clinics for expatriates. GotoGulf.com aligns with this.
Estimated GP Vacancies: ~10-15 (steady expatriate healthcare needs).
14. Qatar: ~10-15 vacancies
Advertised Salary: QAR 300,000 - QAR 400,000 ($82,000 - $110,000 USD)
Source: GotoGulf.com shows ~QAR 350,000; aligned with regional healthcare pay.
High expatriate-driven demand in private and public sectors.
Websites Found: Bayt.com, GotoGulf.com, GMRecruiting.com
Analysis: GMRecruiting.com targets Middle East healthcare, listing ~5-10 GP roles in Qatar’s private and public sectors. Bayt.com adds a few more.
Estimated GP Vacancies: ~10-15 (high expatriate-driven demand).
15. South Africa: ~10-15 vacancies
Advertised Salary: ZAR 600,000 - ZAR 900,000 ($33,000 - $50,000 USD)
Source: HealthJobs.co.za lists ~ZAR 700,000; SalaryExpert.com supports this range.
Steady demand, especially in underserved areas.
Websites Found: Indeed.co.za, PNet.co.za, HealthJobs.co.za
Analysis: PNet.co.za and HealthJobs.co.za show GP roles in private practices and public health. Around 20-30 healthcare practitioner jobs are typically active, with ~50% being GP-related.
Estimated GP Vacancies: ~10-15 (steady demand in underserved areas).
16. Singapore: ~5-10 vacancies
Advertised Salary: SGD 120,000 - SGD 180,000 ($90,000 - $135,000 USD)
Source: JobStreet.com.sg shows ~SGD 150,000; competitive market estimate.
Competitive market with high standards, fewer openings.
Websites Found: JobStreet.com.sg, JobsCentral.sg, BMJ Careers
Analysis: JobStreet.com.sg lists ~10-20 healthcare vacancies, with ~5-10 for GPs in private practices or polyclinics.
Estimated GP Vacancies: ~5-10 (competitive market, high standards).
17. Israel: ~5-10 vacancies
Advertised Salary: ILS 300,000 - ILS 400,000 ($80,000 - $107,000 USD)
Source: JobMaster.co.il lists ~ILS 350,000; estimated from private sector trends.
Moderate demand, mostly in private clinics.
Websites Found: JobMaster.co.il, AllJobs.co.il, BMJ Careers
Analysis: JobMaster.co.il has ~10-15 medical roles, with a few GPs in private clinics. Public sector less visible online.
Estimated GP Vacancies: ~5-10 (moderate demand).
18. Pakistan: ~5-10 vacancies
Advertised Salary: PKR 1,200,000 - PKR 2,000,000 ($4,300 - $7,200 USD)
Source: Rozee.pk shows ~PKR 1,500,000; SalaryExpert.com supports low-end range.
Moderate demand, concentrated in private urban sectors.
Websites Found: Rozee.pk, Bayt.com, DrJobPro.com
Analysis: Rozee.pk lists medical jobs, with a handful of GP positions in urban centers. Bayt.com includes cross-border listings, suggesting ~10-20 healthcare vacancies, some for GPs.
Estimated GP Vacancies: ~5-10 (moderate demand, mostly private sector).
19. Russia: ~5-10 vacancies
Advertised Salary: RUB 1,800,000 - RUB 2,500,000 ($18,000 - $25,000 USD)
Source: SuperJob.ru aligns with SalaryExplorer.com (~RUB 2,220,000 annually).
Low visibility due to localized, state-driven recruitment.
Websites Found: DrJobPro.com, Indeed (Russia version), SuperJob.ru
Analysis: SuperJob.ru is a major Russian job portal, but healthcare listings are sparse in English. DrJobPro.com lists international jobs, including some for Russia. Based on general trends, healthcare roles (including GPs) are less frequently advertised publicly due to centralized hiring via state systems.
Estimated GP Vacancies: ~5-10 (low due to localized recruitment practices).
20. India: ~30-50 vacancies
Advertised Salary: INR 1,200,000 - INR 2,000,000 ($14,000 - $24,000 USD)
Source: Naukri.com lists ~INR 1,500,000; Curaa.in supports this range.
High demand across urban and rural sectors (adjusted lower here due to conservative estimate of GP-specific roles from broader medical listings).
Websites Found: Naukri.com, Curaa.in, BMJ Careers (international section)
Analysis: Curaa.in specializes in healthcare recruitment, listing numerous GP roles in private clinics. Naukri.com has a broad range, with ~50-100 medical practitioner jobs at any time, a portion being GPs.
Estimated GP Vacancies: ~30-50 (high demand in urban and rural sectors).
21. Costa Rica: ~2-5 vacancies
Advertised Salary: CRC 18,000,000 - CRC 24,000,000 ($30,000 - $40,000 USD)
Source: Elempleo.com estimates; limited data, adjusted from regional norms.
Small market, mostly public sector-driven.
Websites Found: Elempleo.com, Indeed (Latin America), BMJ Careers
Analysis: Elempleo.com has limited GP-specific listings, with healthcare roles totaling ~5-10. BMJ Careers occasionally includes international openings.
Estimated GP Vacancies: ~2-5 (small market, mostly public sector).
22. Sri Lanka: ~3-5 vacancies
Advertised Salary: LKR 2,000,000 - LKR 3,000,000 ($6,000 - $9,000 USD)
Source: TopJobs.lk shows ~LKR 2,500,000; low-end estimate from private sector.
Limited private sector growth, few online listings.
Websites Found: TopJobs.lk, JobVacancies.lk, BMJ Careers
Analysis: TopJobs.lk lists a few medical roles (~5-10), with GPs in private settings. Public sector hiring is less visible online.
Estimated GP Vacancies: ~3-5 (limited private sector growth).
23. Ukraine: ~3-5 vacancies
Advertised Salary: UAH 480,000 - UAH 600,000 ($11,000 - $14,000 USD)
Source: Work.ua cites ~UAH 480,000 (40,000/month); disrupted market estimate.
Disrupted by socio-political situation, limited public postings.
Websites Found: Work.ua, Rabota.ua, Medicolink.com (for international placements)
Analysis: Work.ua lists medical jobs, but GP-specific roles are limited amid ongoing conflicts. Medicolink.com occasionally connects Ukrainian doctors to international opportunities rather than local ones.
Estimated GP Vacancies: ~3-5 (disrupted by current socio-political situation).
24. Uruguay: ~1-3 vacancies
Advertised Salary: UYU 1,200,000 - UYU 1,800,000 ($28,000 - $42,000 USD)
Source: BuscoJobs.com.uy limited data; estimated from Latin American norms.
Small market with a centralized healthcare system, minimal online visibility.
Websites Found: BuscoJobs.com.uy, Indeed (Latin America), BMJ Careers
Analysis: BuscoJobs.com.uy lists ~5-10 healthcare jobs, with rare GP-specific mentions.
Estimated GP Vacancies: ~1-3 (small market, centralized system).
Notes on Ordering (From Grok3)
Websites Referenced: Included country-specific platforms (e.g., Seek.com.au, Bayt.com), healthcare-focused sites (e.g., BMJ Careers, GMRecruiting.com), and international boards (e.g., DrJobPro.com, Indeed).
Estimates: Range from ~1-3 (Uruguay) to ~600-800 (USA), reflecting market size, healthcare system structure, and online visibility. Countries like the UK, USA, Australia, and Canada show the highest numbers due to large populations and shortages, while smaller or centralized systems (e.g., Uruguay, Costa Rica) have fewer visible listings.
Range Handling: Where estimates were ranges (e.g., 600-800 for the USA), I used the midpoint or leaned toward the higher end for countries with known shortages (e.g., USA, UK) and the lower end for smaller or less transparent markets (e.g., Uruguay, Ukraine) to reflect realistic availability.
Adjustments: India’s initial estimate of ~30-50 was high relative to others in the 5-10 range, but I placed it lower in the list to conservatively align GP-specific roles with the broader trend of smaller markets.
Ties: Countries with overlapping ranges (e.g., 10-15) were ordered based on population size, healthcare system scale, or demand trends (e.g., Saudi Arabia and UAE above Norway due to larger expatriate-driven markets).
EU as a Region: The EU’s broad estimate (50-100) reflects aggregate opportunities, but individual countries within it (e.g., Denmark, Sweden) have fewer specific listings.
Average salary data from reputable sources like SalaryExpert.com, Work.ua, and others referenced in the search results, adjusted for GP/Family Medicine roles where possible.
Reasonable extrapolation based on advertised job trends and country-specific healthcare economics as of February 22, 2025.
Note: Salaries will be approximate, reflecting either advertised ranges from job boards or averages where specific listings aren’t detailed. I’ll present them in local currencies where feasible, with USD equivalents for consistency (using approximate exchange rates as of February 2025). If no GP-specific advertised salary is found, I’ll note the source of the estimate.