Period
to 13 November 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 13 November 2018 with a comparison to the same period in the previous 2 years.

StataCorp Stata
UK
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 1106 1163 1188
Rank change year-on-year +57 +25 +104
Permanent jobs citing Stata 35 27 38
As % of all permanent IT jobs advertised in the UK 0.021% 0.015% 0.020%
As % of the Applications category 0.25% 0.17% 0.23%
Number of salaries quoted 26 21 34
UK median annual salary £49,000 £50,000 £40,875
Median salary % change year-on-year -2.00% +22.32% +9.00%
10th Percentile £26,776 £29,000 £27,500
90th Percentile £76,250 £115,000 £62,000
UK excluding London median annual salary £45,250 £31,500 £34,000
% change year-on-year +43.65% -7.35% -2.33%

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 14,144 15,619 16,604
As % of all permanent IT jobs advertised in the UK 8.68% 8.70% 8.82%
Number of salaries quoted 10,894 12,183 13,586
UK median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - -
10th Percentile £22,000 £22,000 £21,250
90th Percentile £67,500 £65,000 £63,750
UK excluding London median annual salary £35,000 £33,000 £32,500
% change year-on-year +6.06% +1.54% -2.99%

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 13 November 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 13 November 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 +54 32 £47,500 -5.00% 4
London +70 24 £47,500 -56.82%
UK excluding London +29 8 £45,250 +43.65% 4
North of England +39 3 £24,802 -44.88%
North West +2 3 £24,802 -44.88%
South East - 3 £70,000 - 4
East of England +20 1 £48,000 +52.38%
South West - 1 £42,500 -

For the 6 months to 13 November 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 28 (80.00%) SPSS
2 22 (62.86%) R
3 19 (54.29%) SQL
4 17 (48.57%) Python
5 15 (42.86%) Analytics
6 14 (40.00%) SAS
7 13 (37.14%) Degree
8 11 (31.43%) Statistics
8 11 (31.43%) Visualisation
8 11 (31.43%) Data Analytics
9 9 (25.71%) Machine Learning
9 9 (25.71%) Amazon AWS
9 9 (25.71%) Agile Software Development
9 9 (25.71%) Statistical Computing
10 8 (22.86%) Marketing
10 8 (22.86%) Mathematics
10 8 (22.86%) Hadoop
10 8 (22.86%) MATLAB
11 7 (20.00%) Data Mining
11 7 (20.00%) Statistical Modelling
11 7 (20.00%) Tableau
11 7 (20.00%) Analytical Skills
11 7 (20.00%) Quantitative Analysis
11 7 (20.00%) Data Science
12 6 (17.14%) Numerate Degree
12 6 (17.14%) Business Forecasting
12 6 (17.14%) CQL
12 6 (17.14%) QA
12 6 (17.14%) Computer Science
12 6 (17.14%) Business Development

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 14 (40.00%) SAS
2 6 (17.14%) Apache Spark
Applications
1 28 (80.00%) SPSS
2 5 (14.29%) Microsoft Excel
3 4 (11.43%) Microsoft PowerPoint
Cloud Services
1 9 (25.71%) Amazon AWS
2 2 (5.71%) Microsoft Azure
3 1 (2.86%) Google Analytics
Communications & Networking
1 1 (2.86%) InfiniBand
1 1 (2.86%) Internet
Database & Business Intelligence
1 8 (22.86%) Hadoop
2 7 (20.00%) Data Mining
3 6 (17.14%) Apache Cassandra
3 6 (17.14%) Big Data
4 5 (14.29%) Amazon Redshift
5 4 (11.43%) GIS
6 3 (8.57%) Amazon Aurora
6 3 (8.57%) Amazon RDS
6 3 (8.57%) Data Warehouse
6 3 (8.57%) Looker
6 3 (8.57%) Spotfire
6 3 (8.57%) SQL Server
7 2 (5.71%) Power BI
7 2 (5.71%) QlikView
8 1 (2.86%) Microsoft Analysis Services
8 1 (2.86%) SQL Server Analysis Services
8 1 (2.86%) SQL Server Integration Services
8 1 (2.86%) SQL Server Reporting Services
Development Applications
1 3 (8.57%) RStudio
General
1 8 (22.86%) Marketing
2 6 (17.14%) Billing
3 4 (11.43%) Finance
4 3 (8.57%) Games
5 2 (5.71%) Retail
6 1 (2.86%) German Language
6 1 (2.86%) Law
Job Titles
1 15 (42.86%) Analyst
2 11 (31.43%) Data Analyst
3 8 (22.86%) Data Scientist
4 4 (11.43%) Data Analysis Manager
4 4 (11.43%) Data Manager
5 3 (8.57%) Data Engineer
5 3 (8.57%) Data Insight Analyst
5 3 (8.57%) Graduate
5 3 (8.57%) Graduate Analyst
5 3 (8.57%) Graduate Data Analyst
5 3 (8.57%) Insight Analyst
5 3 (8.57%) Insight Data Analyst
5 3 (8.57%) Senior Statistician
5 3 (8.57%) Statistician
6 2 (5.71%) Business Intelligence Analyst
6 2 (5.71%) Business Intelligence Developer
6 2 (5.71%) Developer
6 2 (5.71%) Power BI Developer
6 2 (5.71%) Research Analyst
6 2 (5.71%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 6 (17.14%) Web Services
2 2 (5.71%) .NET
2 2 (5.71%) ASP.NET
2 2 (5.71%) ASP.NET Web Forms
2 2 (5.71%) CSS
2 2 (5.71%) HTML
Miscellaneous
1 7 (20.00%) Analytical Skills
2 6 (17.14%) Computer Science
3 3 (8.57%) Data Centre
3 3 (8.57%) Fintech
4 2 (5.71%) Management Information System
5 1 (2.86%) Replication
Operating Systems
1 4 (11.43%) Linux
2 1 (2.86%) CentOS
Processes & Methodologies
1 15 (42.86%) Analytics
2 11 (31.43%) Data Analytics
2 11 (31.43%) Statistics
2 11 (31.43%) Visualisation
3 9 (25.71%) Agile Software Development
3 9 (25.71%) Machine Learning
3 9 (25.71%) Statistical Computing
4 8 (22.86%) Mathematics
5 7 (20.00%) Data Science
5 7 (20.00%) Quantitative Analysis
5 7 (20.00%) Statistical Modelling
6 6 (17.14%) Business Development
6 6 (17.14%) Business Forecasting
6 6 (17.14%) Business Intelligence
6 6 (17.14%) Data Analysis
6 6 (17.14%) Data Modelling
6 6 (17.14%) Data Visualisation
7 4 (11.43%) Business Continuity
7 4 (11.43%) Case Management
7 4 (11.43%) Project Management
Programming Languages
1 22 (62.86%) R
2 19 (54.29%) SQL
3 17 (48.57%) Python
4 8 (22.86%) MATLAB
5 6 (17.14%) Bash Shell
5 6 (17.14%) Bourne shell
5 6 (17.14%) CQL
5 6 (17.14%) C-shell
5 6 (17.14%) Korn
5 6 (17.14%) PHP
5 6 (17.14%) Shell Script
6 3 (8.57%) Java
7 2 (5.71%) C#
8 1 (2.86%) C
Qualifications
1 13 (37.14%) Degree
2 6 (17.14%) Numerate Degree
3 4 (11.43%) DBS Check
3 4 (11.43%) Postgraduate
4 3 (8.57%) DV Cleared
4 3 (8.57%) SC Cleared
4 3 (8.57%) Security Cleared
5 1 (2.86%) Master's Degree
5 1 (2.86%) PhD
Quality Assurance & Compliance
1 6 (17.14%) QA
2 3 (8.57%) GDPR
System Software
1 1 (2.86%) GPFS
Systems Management
1 1 (2.86%) Tivoli Storage Manager
Vendors
1 7 (20.00%) Tableau
2 3 (8.57%) Oracle
2 3 (8.57%) Red Hat
3 2 (5.71%) Cognizant
3 2 (5.71%) Google
3 2 (5.71%) Snowplow
4 1 (2.86%) Cadence
4 1 (2.86%) Cognos
4 1 (2.86%) Fujitsu
4 1 (2.86%) IBM
4 1 (2.86%) Intel
4 1 (2.86%) Microsoft
4 1 (2.86%) MicroStrategy
4 1 (2.86%) Minitab
4 1 (2.86%) NVIDIA
4 1 (2.86%) RapidMiner
4 1 (2.86%) Supermicro