Period
to 23 July 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Stata skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Stata over the 6 months to 23 July 2018 with a comparison to the same period in the previous 2 years.

StataCorp Stata
UK
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 1155 1150 1254
Rank change year-on-year -5 +104 +56
Permanent jobs citing Stata 34 50 27
As % of all permanent IT jobs advertised in the UK 0.020% 0.028% 0.013%
As % of the Applications category 0.23% 0.32% 0.14%
Number of salaries quoted 24 43 22
UK median annual salary £41,250 £82,500 £45,000
Median salary % change year-on-year -50.00% +83.33% +9.09%
10th Percentile £26,286 £29,150 £29,900
90th Percentile £55,000 £115,000 £78,750
UK excluding London median annual salary £42,500 £31,500 £39,000
% change year-on-year +34.92% -19.23% +11.43%

Stata is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for software application skills.

All Software Application Skills
UK
Permanent vacancies with a requirement for software application skills 14,791 15,496 18,982
As % of all permanent IT jobs advertised in the UK 8.54% 8.72% 9.38%
Number of salaries quoted 11,491 12,167 15,476
UK median annual salary £37,500 £37,500 £37,000
Median salary % change year-on-year - +1.35% +1.37%
10th Percentile £21,250 £22,250 £21,250
90th Percentile £65,000 £65,000 £65,000
UK excluding London median annual salary £35,000 £33,500 £32,500
% change year-on-year +4.48% +3.08% -

Stata
Job Vacancy Trend

Job postings citing Stata as a percentage of all IT jobs advertised.

Job vacancy trend for Stata in the UK

Stata
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Stata.

Salary trend for Stata in the UK

Stata
Salary Histogram

The salary distribution of IT jobs citing Stata over the 6 months to 23 July 2018.

Salary histogram for Stata in the UK

Stata
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stata within the UK over the 6 months to 23 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +14 34 £41,250 -50.00% 2
London -15 20 £40,000 -58.97% 1
UK excluding London -3 14 £42,500 +34.92% 1
South East -5 7 £50,000 -13.04%
North of England +16 3 £24,802 -29.14%
East of England +11 3 £31,500 +5.00%
North West +5 3 £24,802 -29.14%
South West - 1 £42,500 - 1

For the 6 months to 23 July 2018, IT jobs citing Stata also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Stata.

1 20 (58.82%) Degree
1 20 (58.82%) Analytics
2 16 (47.06%) SAS
2 16 (47.06%) SPSS
3 15 (44.12%) Data Analysis
3 15 (44.12%) Analytical Skills
4 14 (41.18%) R
4 14 (41.18%) Data Analytics
4 14 (41.18%) Statistics
5 12 (35.29%) Mathematics
5 12 (35.29%) Visualisation
5 12 (35.29%) Python
6 11 (32.35%) SQL
7 10 (29.41%) Economics
8 9 (26.47%) Artificial Intelligence
8 9 (26.47%) Business Intelligence
8 9 (26.47%) PhD
8 9 (26.47%) Data Modelling
8 9 (26.47%) Machine Learning
8 9 (26.47%) Statistical Analysis
8 9 (26.47%) Data Science
8 9 (26.47%) Problem-Solving
9 8 (23.53%) Actionable Insight
9 8 (23.53%) Finance
10 7 (20.59%) MATLAB
10 7 (20.59%) Microsoft
10 7 (20.59%) Data Visualisation
11 6 (17.65%) Algorithms
11 6 (17.65%) Amazon AWS
11 6 (17.65%) Oracle

Stata
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 16 (47.06%) SAS
2 3 (8.82%) Apache
2 3 (8.82%) IIS
2 3 (8.82%) Tomcat
Applications
1 16 (47.06%) SPSS
2 5 (14.71%) Microsoft Excel
3 3 (8.82%) Microsoft Office
3 3 (8.82%) Microsoft PowerPoint
Cloud Services
1 6 (17.65%) Amazon AWS
2 4 (11.76%) Microsoft Azure
3 3 (8.82%) Amazon EC2
4 1 (2.94%) Google Analytics
Communications & Networking
1 3 (8.82%) SAN
Database & Business Intelligence
1 5 (14.71%) Amazon Redshift
1 5 (14.71%) Data Mining
1 5 (14.71%) SQL Server
2 4 (11.76%) Big Data
2 4 (11.76%) Hadoop
2 4 (11.76%) QlikView
2 4 (11.76%) SQL Server Analysis Services
3 3 (8.82%) Amazon Aurora
3 3 (8.82%) Amazon RDS
3 3 (8.82%) BusinessObjects
3 3 (8.82%) Data Warehouse
3 3 (8.82%) Looker
3 3 (8.82%) MongoDB
3 3 (8.82%) Spotfire
4 1 (2.94%) Microsoft Analysis Services
4 1 (2.94%) Power BI
4 1 (2.94%) SQL Server Integration Services
4 1 (2.94%) SQL Server Reporting Services
Development Applications
1 3 (8.82%) RStudio
General
1 8 (23.53%) Finance
2 5 (14.71%) Marketing
3 2 (5.88%) German Language
3 2 (5.88%) Law
4 1 (2.94%) Retail
Job Titles
1 16 (47.06%) Analyst
2 9 (26.47%) Data Analyst
3 7 (20.59%) Research Analyst
4 6 (17.65%) Data Scientist
5 3 (8.82%) Azure Engineer
5 3 (8.82%) Data Engineer
5 3 (8.82%) Data Insight Analyst
5 3 (8.82%) Developer
5 3 (8.82%) Graduate
5 3 (8.82%) Graduate Analyst
5 3 (8.82%) Graduate Data Analyst
5 3 (8.82%) Insight Analyst
5 3 (8.82%) Insight Data Analyst
5 3 (8.82%) SPSS Analyst
5 3 (8.82%) Systems Engineer
6 2 (5.88%) Business Consultant
6 2 (5.88%) Business Intelligence Analyst
6 2 (5.88%) Consultant
6 2 (5.88%) Senior Analyst
6 2 (5.88%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (2.94%) .NET
1 1 (2.94%) ASP.NET
1 1 (2.94%) ASP.NET Web Forms
1 1 (2.94%) CSS
1 1 (2.94%) HTML
Miscellaneous
1 15 (44.12%) Analytical Skills
2 6 (17.65%) Algorithms
3 5 (14.71%) Computer Science
4 4 (11.76%) Management Information System
5 3 (8.82%) Data Centre
5 3 (8.82%) Fintech
6 1 (2.94%) Replication
Operating Systems
1 6 (17.65%) Linux
2 3 (8.82%) Red Hat Enterprise Linux
2 3 (8.82%) Windows
2 3 (8.82%) Windows 7
2 3 (8.82%) Windows 8
2 3 (8.82%) Windows Server
Processes & Methodologies
1 20 (58.82%) Analytics
2 15 (44.12%) Data Analysis
3 14 (41.18%) Data Analytics
3 14 (41.18%) Statistics
4 12 (35.29%) Mathematics
4 12 (35.29%) Visualisation
5 10 (29.41%) Economics
6 9 (26.47%) Artificial Intelligence
6 9 (26.47%) Business Intelligence
6 9 (26.47%) Data Modelling
6 9 (26.47%) Data Science
6 9 (26.47%) Machine Learning
6 9 (26.47%) Problem-Solving
6 9 (26.47%) Statistical Analysis
7 8 (23.53%) Actionable Insight
8 7 (20.59%) Data Visualisation
9 6 (17.65%) Agile Software Development
9 6 (17.65%) Mathematical Modelling
10 5 (14.71%) Service Delivery
11 3 (8.82%) Business Continuity
Programming Languages
1 14 (41.18%) R
2 12 (35.29%) Python
3 11 (32.35%) SQL
4 7 (20.59%) MATLAB
5 3 (8.82%) Java
6 1 (2.94%) C
6 1 (2.94%) C#
Qualifications
1 20 (58.82%) Degree
2 9 (26.47%) PhD
3 6 (17.65%) Numerate Degree
4 3 (8.82%) CISSP
4 3 (8.82%) DV Cleared
4 3 (8.82%) MCSE
4 3 (8.82%) Microsoft Certification
4 3 (8.82%) SC Cleared
4 3 (8.82%) Security Cleared
5 2 (5.88%) Master's Degree
6 1 (2.94%) Postgraduate
Quality Assurance & Compliance
1 3 (8.82%) HIPAA
1 3 (8.82%) ISO/IEC 27001
2 1 (2.94%) QA
System Software
1 3 (8.82%) Active Directory
Vendors
1 7 (20.59%) Microsoft
2 6 (17.65%) Oracle
2 6 (17.65%) Red Hat
3 4 (11.76%) Tableau
4 3 (8.82%) EMC
4 3 (8.82%) EqualLogic
4 3 (8.82%) NetApp
5 2 (5.88%) Cognizant
5 2 (5.88%) Cognos
5 2 (5.88%) Google
5 2 (5.88%) MicroStrategy
5 2 (5.88%) Minitab
5 2 (5.88%) RapidMiner
5 2 (5.88%) Snowplow
6 1 (2.94%) Cadence