Statistician salaries in South Africa vary considerably by experience, employer, qualifications and industry. PayScale reports an average base salary of R510,000 per year, equivalent to R42,500 per month, in its 2026 statistician salary guide, based on 20 salary profiles last updated in August 2025. Glassdoor estimates median total compensation of approximately R535,000 annually, or R44,583 per month. Indeed reports a higher average base salary of R787,786 annually, equivalent to R65,649 per month, but this is based on only three salaries updated in January 2026. A government Assistant Director: Statistician vacancy advertised in October 2026 offered R487,197 to R573,897 annually. These benchmarks illustrate the range of earnings but should not be treated as interchangeable national averages.
A statistician is a professional who uses mathematical and statistical techniques to collect, analyse and interpret data. Statisticians help organisations identify trends, evaluate evidence, measure uncertainty and make informed decisions.
In South Africa, statisticians work in government departments, financial services, insurance, healthcare, pharmaceuticals, research institutions, universities, consulting firms and technology businesses.
The profession combines mathematical knowledge, statistical modelling, programming and analytical problem-solving. Increasing demand for data-driven decision-making has also created opportunities for statisticians to move into data science, predictive analytics and quantitative risk management.
Key takeaways
- Average base salary: PayScale reports R510,000 annually, equivalent to R42,500 per month, based on 20 profiles.
- Median total compensation: Glassdoor estimates approximately R535,000 annually, or R44,583 per month, including additional pay.
- Indeed salary benchmark: R787,786 annually, equivalent to R65,649 per month, based on only three salaries.
- Entry-level salary: PayScale reports approximately R175,000 in annual total compensation for statisticians with less than one year of experience, based on five salaries.
- Early-career salary: PayScale reports approximately R418,998 annually for statisticians with one to four years of experience.
- Government statistician salary: An October 2026 Assistant Director: Statistician vacancy offered R487,197 to R573,897 annually.
- Qualifications: A degree in statistics, mathematical statistics, mathematics or a related quantitative field is a common pathway.
- Career progression: Statisticians may advance into senior statistical analysis, biostatistics, data science, quantitative modelling or statistical management.
What is the average statistician salary in South Africa?
There is no single salary estimate that captures every statistician working in South Africa.
Different salary platforms use different datasets, occupational definitions and compensation measures.
According to PayScale, the average statistician base salary is approximately R510,000 annually.
This translates to R42,500 per month before deductions.
PayScale’s salary range extends from approximately R199,000 to R812,000 annually, equivalent to R16,583 to R67,667 per month.
The estimate is based on 20 salary profiles, with the underlying salary information last updated on 21 August 2025.
Glassdoor reports median total compensation of approximately R535,000 annually, equivalent to R44,583 per month.
Its estimated total compensation range is R364,000 to R805,000 annually.
Glassdoor separates estimated base pay of R350,000 to R750,000 annually from additional compensation of R14,000 to R55,000 annually.
Indeed reports an average statistician base salary of R787,786 annually, equivalent to approximately R65,649 per month.
However, this estimate is based on only three salaries updated on 19 January 2026.
Its reported annual range extends from approximately R629,180 to R986,372.
Because the Indeed sample is particularly small, it should not be considered more representative simply because its reported average is higher.
Statistician salary comparison in South Africa
| Salary source | Annual benchmark | Monthly equivalent | Important limitation |
|---|---|---|---|
| PayScale | R510,000 | R42,500 | Average base salary, 20 profiles |
| Glassdoor | R535,000 | R44,583 | Median estimated total compensation |
| Indeed | R787,786 | R65,649 | Average base salary, only three salaries |
| Government Assistant Director: Statistician | R487,197 to R573,897 | R40,600 to R47,825 | Specific October 2026 vacancy, not an average |
Monthly equivalents are calculated by dividing annual amounts by 12 and rounding to the nearest rand.
These figures should not be averaged together because they represent different compensation measures and populations.
Statistician salary ranges by experience
Experience is an important factor influencing statistician remuneration.
Professionals who can independently design statistical studies, develop models and explain complex results may qualify for positions with greater responsibility.
Entry-level statistician salary
Entry-level statisticians typically have less than one year of professional experience.
They may assist with data cleaning, descriptive analysis, statistical reporting and research projects under the supervision of more experienced professionals.
PayScale reports average annual total compensation of approximately R175,000 for entry-level statisticians.
This is equivalent to approximately R14,583 per month.
However, the estimate is based on only five salaries and should not be treated as a guaranteed graduate starting salary.
Junior statistician salary
Junior statisticians may work on survey analysis, statistical modelling, database preparation and research reporting.
They may also use statistical software such as R, Python, SAS, SPSS or Stata.
PayScale reports average annual total compensation of R418,998 for early-career statisticians with one to four years of experience.
This is equivalent to approximately R34,917 per month.
The estimate is based on 11 salaries.
Mid-level statistician salary
Mid-level statisticians may independently develop analytical models, design studies and advise colleagues on statistical methodology.
They may also supervise junior analysts and communicate findings to managers or researchers.
PayScale’s overall average base salary of R510,000 annually provides a broad occupational reference point.
However, it is not a verified average specifically for mid-level statisticians.
Actual earnings depend on the employer, technical specialisation and responsibilities.
Senior statistician salary
Senior statisticians may lead complex analytical projects, develop advanced statistical methodologies and provide technical guidance.
They may be responsible for quality assurance, study design, statistical governance and supervision of junior professionals.
PayScale’s reported base salary range extends to approximately R812,000 annually.
However, this is the upper end of its broader salary dataset, not a verified senior statistician average.
Indeed also lists a related senior statistician salary benchmark of approximately R654,712 annually.
These estimates come from different occupational samples and should not be interpreted as a consistent seniority progression scale.
Lead statistician and statistical manager salary
Lead statisticians and statistical managers may oversee teams, analytical programmes, budgets and statistical quality standards.
They may also contribute to organisational research strategies and data governance.
Senior management remuneration can exceed general statistician averages.
For example, a February 2026 Statistics South Africa advertisement for a Director: Social Statistics Assessment position listed an all-inclusive annual remuneration package of R1,216,824.
This is equivalent to R101,402 per month.
However, this was a senior management vacancy requiring substantial experience and should not be interpreted as the typical salary of a statistician.
Statistician salary by location
Statisticians work across South Africa, although employment opportunities are concentrated in major government, commercial and research centres.
Indeed publishes several regional salary estimates, but these should be interpreted cautiously because the underlying samples are small or insufficiently disclosed.
| Location | Reported annual salary | Monthly equivalent |
|---|---|---|
| Pretoria | R900,000 | R75,000 |
| Cape Town | R780,904 | R65,075 |
| Durban | R780,904 | R65,075 |
| Johannesburg | R269,581 | R22,465 |
| Randfontein | R202,233 | R16,853 |
Source: Indeed South Africa’s national statistician salary page, accessed in October 2026.
Important: Indeed displays different comparison figures for some cities across its national and regional pages. For example, its Pretoria-specific page lists Cape Town at R676,570 rather than R780,904 annually. These inconsistencies, together with very small samples, mean that the table should not be treated as a reliable ranking of cities.
Pretoria and Gauteng
Pretoria offers opportunities for statisticians in government departments, public research organisations and other institutions.
Indeed reports an average statistician salary of approximately R900,000 annually in Pretoria.
This is equivalent to R75,000 per month.
However, the figure is based on only two reported salaries updated in January 2026.
It should therefore be regarded as a limited benchmark rather than a representative Pretoria-wide average.
Johannesburg and Sandton
Johannesburg offers opportunities in financial services, insurance, consulting, healthcare, technology and other data-intensive industries.
Statisticians may work in risk modelling, predictive analytics, research and business decision support.
Indeed’s national salary page lists a Johannesburg benchmark of approximately R269,581 annually.
However, there is insufficient evidence that this represents the broader Johannesburg statistician labour market.
Cape Town and Western Cape
Cape Town offers opportunities in financial services, technology, research, healthcare, consulting and academic institutions.
Statisticians may specialise in statistical modelling, clinical research, data science and economic analysis.
Indeed’s national salary page lists approximately R780,904 annually for Cape Town, while other Indeed location comparisons display lower figures.
Because the available estimates are inconsistent, there is insufficient reliable data to establish a definitive city-wide average.
Durban and KwaZulu-Natal
Durban offers opportunities in healthcare, research, manufacturing, logistics and other industries requiring statistical analysis.
Indeed’s national salary comparison lists approximately R780,904 annually for Durban.
However, this figure differs from estimates displayed on other regional comparison pages.
Jobseekers should therefore use individual vacancy salaries and broader occupational surveys rather than relying on this single regional estimate.
Kimberley and Northern Cape
An October 2026 Office of the Chief Justice vacancy advertised an Assistant Director: Statistician position in Kimberley.
The salary was R487,197 to R573,897 annually, equivalent to approximately R40,600 to R47,825 per month.
The position required at least three years of relevant statistical analysis and reporting experience, including supervisory or management experience.
This provides a concrete example of public-sector statistician remuneration in the Northern Cape, but it is not a provincial average.
Government statistician salary in South Africa
Government departments employ statisticians to support policy development, population research, economic analysis, programme evaluation and public administration.
Statistics South Africa, commonly known as Stats SA, is a major employer of statistical professionals.
Other departments and public institutions also employ statisticians and related analytical specialists.
Statistics South Africa careers
Stats SA produces official statistics used by government, businesses, researchers and the public.
Its work includes population statistics, economic statistics, household surveys and other statistical programmes.
Statistical professionals may work in survey methodology, data processing, quality assurance, economic analysis and demographic research.
Stats SA’s 2024/25 annual report identifies statisticians and related professionals among its critical occupational categories.
Government salary levels
Public-sector remuneration generally depends on the salary level and conditions attached to the position.
For example, the Office of the Chief Justice advertised its October 2026 Assistant Director: Statistician vacancy at salary level 9.
The advertised annual range was R487,197 to R573,897.
Different government positions may have different salary levels, qualifications and experience requirements.
Senior government statistician salary
Senior public-sector statistical professionals may manage large analytical programmes, oversee teams and contribute to national statistical policy.
Stats SA’s February 2026 Director: Social Statistics Assessment advertisement offered an all-inclusive remuneration package of R1,216,824 annually.
The position required a relevant degree and substantial management experience.
This is an example of senior public-sector remuneration rather than an average salary for statisticians.
Private-sector statistician salary
Private-sector statisticians may work in financial services, insurance, healthcare, pharmaceuticals, market research, technology and consulting.
Compensation depends on the complexity of the statistical work, commercial responsibilities and employer.
Financial services statistician
Financial institutions use statistical analysis for credit risk, fraud detection, forecasting, customer analytics and financial modelling.
Statisticians may work alongside actuaries, data scientists and quantitative analysts.
Insurance statistician
Insurance companies use statistical methods to analyse claims, estimate risk and support pricing decisions.
Some roles overlap with actuarial science, although statistician and actuary qualifications are not interchangeable.
Healthcare statistician
Healthcare statisticians analyse patient data, clinical outcomes, healthcare utilisation and other medical information.
They may support hospitals, medical schemes, research organisations and public health programmes.
Pharmaceutical statistician
Pharmaceutical and clinical research statisticians may contribute to study design, clinical trial analysis and regulatory submissions.
These positions often require specialist statistical knowledge and familiarity with clinical research methodology.
Market research statistician
Market research organisations employ statisticians to design surveys, analyse consumer behaviour and evaluate research results.
Responsibilities may include sampling, questionnaire design, weighting and statistical modelling.
What does a statistician do?
A statistician collects, analyses and interprets data to help organisations answer questions and make evidence-based decisions.
Typical responsibilities include:
- Designing statistical studies and surveys.
- Determining appropriate sampling methods.
- Collecting, validating and cleaning datasets.
- Applying descriptive and inferential statistical methods.
- Developing statistical models.
- Conducting hypothesis tests and regression analysis.
- Analysing trends and relationships in data.
- Evaluating uncertainty and statistical significance.
- Preparing statistical reports and visualisations.
- Explaining findings to managers, researchers and other stakeholders.
- Reviewing data quality and research methodology.
- Using statistical programming tools.
- Supporting forecasting and predictive analysis.
- Ensuring statistical work follows appropriate professional and ethical standards.
The precise responsibilities depend on the industry and the statistician’s specialisation.
Types of statistician careers
Biostatistician
Biostatisticians apply statistical methods to healthcare, medicine, biology and clinical research.
They may design studies, analyse clinical trial data and evaluate medical research findings.
Survey statistician
Survey statisticians specialise in sampling, survey design, weighting and the analysis of survey data.
They may work in official statistics, social research or market research.
Mathematical statistician
Mathematical statisticians develop and apply advanced statistical theory and methods.
Some work in academic research, quantitative modelling or highly technical analytical positions.
Financial statistician
Financial statisticians analyse financial data, risk and market behaviour.
They may contribute to credit scoring, forecasting and investment research.
Research statistician
Research statisticians support scientific and academic studies by designing analyses and interpreting results.
They may work in universities, research councils or specialist consulting organisations.
Official statistician
Official statisticians produce data used for government planning, public policy and national reporting.
Their work may involve economic statistics, population surveys and statistical quality assurance.
What qualifications do you need to become a statistician?
A strong foundation in mathematics and statistics is important for becoming a statistician.
Bachelor’s degree in statistics
A Bachelor of Science degree majoring in statistics or mathematical statistics is a common academic pathway.
Students typically study probability, statistical inference, regression, mathematical methods and data analysis.
Mathematics degree
A mathematics degree with substantial statistical coursework may also provide a suitable foundation.
Some employers accept related quantitative qualifications, depending on the position.
Honours degree
An honours qualification in statistics or mathematical statistics may be valuable for more advanced analytical positions.
It may also provide a pathway into postgraduate research.
Master’s degree
A master’s degree can support specialisation in areas such as biostatistics, statistical modelling, quantitative finance or applied statistics.
Some research-intensive positions may prefer postgraduate qualifications.
Doctoral qualification
A PhD may be relevant for academic research, advanced statistical methodology and certain specialist research positions.
However, a doctorate is not universally required for employment as a statistician.
Statistical programming skills
Employers may value proficiency in statistical and analytical tools, including:
- R for statistical analysis and modelling.
- Python for data analysis, automation and modelling.
- SAS for statistical programming and specialised analytical environments.
- SPSS for statistical analysis and research.
- Stata for statistical and econometric analysis.
- SQL for querying and managing data.
- Microsoft Excel for reporting and data analysis.
The tools required depend on the industry and employer.
Statistician vs related data careers salary
Statistics overlaps with data science, actuarial science, business intelligence and quantitative analysis.
However, these careers have different responsibilities, qualifications and salary structures.
| Occupation | Salary benchmark | Important distinction |
|---|---|---|
| Statistician | R510,000 annually | PayScale average base salary, 20 profiles. |
| Statistician, Glassdoor estimate | R535,000 annually | Median estimated total compensation. |
| Statistician, Indeed estimate | R787,786 annually | Average base salary, only three salaries. |
| Government Assistant Director: Statistician | R487,197 to R573,897 annually | Specific advertised public-sector position. |
| Data scientist | Varies by employer and technical responsibilities | Broader machine learning, modelling and data science responsibilities. |
| Actuary | Varies by professional qualification and experience | Specialist actuarial qualification and professional examination pathway. |
| Quantitative analyst | Varies by financial institution and specialisation | Focus on financial modelling and quantitative analysis. |
Salary figures for related professions have not been inserted where directly comparable, verified benchmarks were unavailable.
What affects statistician salary?
Experience
Experienced statisticians may independently manage complex studies and provide specialist technical advice.
Education
Postgraduate qualifications may be useful for advanced research and specialist statistical roles.
Industry
Remuneration may differ between government, healthcare, finance, insurance, research and technology.
Technical skills
Knowledge of statistical programming, modelling and data engineering tools may influence employment opportunities.
Specialisation
Expertise in biostatistics, survey methodology, quantitative finance or advanced statistical modelling may be valuable in particular industries.
Management responsibility
Statisticians who supervise teams, manage projects or lead analytical programmes may qualify for positions with greater responsibility.
Location
Regional labour markets and the concentration of specialist employers may influence salary offers.
Employer size
Large financial institutions, government departments and research organisations may have different remuneration structures.
How to increase your statistician earning potential
Develop advanced statistical modelling skills
Build expertise in regression, time-series analysis, experimental design, Bayesian methods and other techniques relevant to your industry.
Learn R and Python
Statistical programming skills can improve your ability to work with large datasets and automate analytical processes.
Develop SQL and data management skills
Understanding databases and data preparation can be useful when working with complex organisational datasets.
Consider postgraduate study
Honours and master’s qualifications may support progression into specialist or research-intensive positions.
Specialise in a relevant industry
Develop domain knowledge in healthcare, financial services, insurance, public policy or another area that uses advanced statistical analysis.
Improve communication skills
The ability to explain statistical findings clearly to non-technical stakeholders is important for senior analytical roles.
Gain project leadership experience
Experience managing analytical projects, mentoring colleagues and coordinating research programmes may support career progression.
Explore adjacent data careers
Statisticians may develop additional skills in machine learning, data science, business analytics or quantitative risk modelling.
What employers should know
Employers recruiting statisticians should distinguish between junior analysts, experienced statisticians and specialist statistical managers.
Public salary data varies considerably, and some reported averages are based on very small samples.
Employers should consider the complexity of the statistical work, required qualifications, technical tools and level of responsibility when benchmarking remuneration.
Recruitment processes should assess practical statistical reasoning rather than relying only on familiarity with particular software packages.
For specialist positions, experience with relevant statistical methodologies and industry requirements may be particularly important.
What employees should know
Prospective statisticians should compare job offers using the same compensation basis.
Basic salary, total compensation and all-inclusive government remuneration packages are not necessarily equivalent.
Jobseekers should also consider pension contributions, medical aid, bonuses, professional development and other employment benefits.
Where salary information comes from small samples, individual job advertisements and employer-specific remuneration information may provide additional context.
Professionals interested in long-term career progression should consider developing both advanced statistical expertise and industry-specific knowledge.
FAQ: statistician salary
How much does a statistician earn in South Africa?
PayScale reports an average statistician base salary of R510,000 annually, equivalent to R42,500 per month. Glassdoor estimates median total compensation of R535,000 annually. Indeed reports a higher average of R787,786 annually, but its estimate is based on only three salaries.
What is the average statistician salary per month?
PayScale’s average base salary is equivalent to R42,500 per month, while Glassdoor’s median total compensation estimate is equivalent to approximately R44,583 per month. These are different compensation measures.
What is the average statistician salary per year?
PayScale reports R510,000 annually in average base salary. Glassdoor estimates median total compensation of approximately R535,000 annually.
What is the starting salary for a statistician?
PayScale reports approximately R175,000 annually in average total compensation for statisticians with less than one year of experience. This is based on only five salaries and should not be treated as a definitive national starting salary.
How much does a statistician earn in government?
Government statistician salaries depend on the position and salary level. An October 2026 Assistant Director: Statistician vacancy advertised R487,197 to R573,897 annually, while a senior Stats SA director vacancy advertised R1,216,824 annually as an all-inclusive package.
How much does a statistician earn in Cape Town?
Indeed displays differing Cape Town statistician salary estimates across its national and regional pages. Because the underlying samples are limited, there is insufficient reliable evidence to establish a definitive city-wide average.
How much does a statistician earn in Pretoria?
Indeed reports an average of R900,000 annually in Pretoria, equivalent to R75,000 per month. However, this figure is based on only two salaries updated in January 2026.
Can a statistician earn R60,000 per month?
Yes. PayScale’s reported base salary range extends to approximately R812,000 annually, equivalent to R67,667 per month. However, this is an upper reported range rather than a guaranteed salary for experienced statisticians.
Do you need a degree to become a statistician?
A degree in statistics, mathematical statistics, mathematics or another relevant quantitative discipline is a common pathway. Some specialist positions may prefer postgraduate qualifications.
Is statistics a good career in South Africa?
Statistics offers opportunities in government, healthcare, finance, insurance, research and technology. Career prospects depend on qualifications, analytical skills, industry experience and the ability to apply statistical methods to practical problems.
Sources
- PayScale South Africa, Statistician Salary, 2026
https://www.payscale.com/research/ZA/Job%3DStatistician/Salary - Indeed South Africa, Statistician Salary, January 2026
https://za.indeed.com/career/statistician/salaries - Glassdoor, Statistician Salaries in South Africa
https://www.glassdoor.com/Salaries/south-africa-statistician-salary-SRCH_IL.0%2C12_IN211_KO13%2C25.htm - Indeed South Africa, Statistician Salary in Pretoria
https://za.indeed.com/career/statistician/salaries/Pretoria–Gauteng - Indeed South Africa, Statistician Salary in Gauteng
https://za.indeed.com/career/statistician/salaries/Gauteng - Office of the Chief Justice, Assistant Director: Statistician Vacancy, October 2026
https://spani.co.za/jobs/27694 - Statistics South Africa, Director: Social Statistics Assessment Vacancy, February 2026
https://www.statssa.gov.za/vacancies/DPSA_Advert-06_February_2026.pdf - Statistics South Africa, Annual Report 2024/25
https://nationalgovernment.co.za/department_annual/555/2025-statistics-south-africa-%28stats-sa%29-annual-report.pdf
