CV and LinkedIn keywords for a Data Analyst
The skills, tools, standards and professional registrations South African recruiters search for when they fill data analyst roles (also advertised as BI Analyst, Business Intelligence Developer, Data Scientist). Copy what is true for you, then check your CV against the list below.
Professional registration
| Body | Designation recruiters look for | Notes |
|---|---|---|
| Microsoft / vendors | Microsoft Certified: Power BI Data Analyst Associate (PL-300) | Vendor certifications are the usual credential |
Write the category and status exactly, for example "Candidate" or "Professional". A registration body on its own, with no category, tells a recruiter very little. Never list a registration you do not currently hold.
Core skills
Tools and software
Standards, legislation and contracts
Check your CV or LinkedIn profile against this list
Headline examples
The pattern: role, registration, sector or speciality, one proof point. Keep it under 220 characters so it shows in full on mobile.
How to use these keywords
- Show one decision your analysis changed and its value.
- List SQL and your BI tool in the headline; they are the main filters.
- A public dashboard or GitHub notebook is the best proof you can link.
- Mirror the advert. If it says "POPIA", write "POPIA", not a shortened version. Applicant tracking systems match words, not meaning.
- Only use keywords your experience backs up. An interviewer will ask about every one of them.
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Which keywords should a Data Analyst put on a CV in South Africa?
Start with the skills recruiters filter on: data analysis, dashboards, data modelling, ETL, data visualisation, statistical analysis. Add the tools you use (SQL, Power BI, Tableau, Python) and the standards or laws you work under (POPIA, data governance). Use the advert's exact wording wherever your experience matches.
Does a Data Analyst need professional registration?
Microsoft / vendors registration as Microsoft Certified: Power BI Data Analyst Associate (PL-300) is what South African recruiters most often look for in this field. Vendor certifications are the usual credential. Put the category and status in your headline, for example "Candidate" or "Professional".
Where do the keywords go on LinkedIn?
Headline first, then the first two lines of your About section, then the Skills section and the first bullet of each recent role. Recruiter search weights the headline and current job title most.
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