Period
to 25 June 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 25 June 2019 with a comparison to the same period in the previous 2 years.

StataCorp Stata
UK > England
6 months to
25 Jun 2019
Same period 2018 Same period 2017
Rank 1025 1126 1118
Rank change year-on-year +101 -8 +136
Permanent jobs citing Stata 40 35 48
As % of all permanent IT jobs advertised in England 0.030% 0.022% 0.029%
As % of the Applications category 0.36% 0.25% 0.33%
Number of salaries quoted 37 23 42
England median annual salary £43,000 £40,000 £82,500
Median salary % change year-on-year +7.50% -51.52% +83.33%
10th Percentile £34,000 £25,792 £29,075
90th Percentile £62,000 £55,000 £115,000
UK median annual salary £44,000 £40,000 £82,500
% change year-on-year +10.00% -51.52% +83.33%

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 advertised in England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 11,158 13,971 14,437
As % of all permanent IT jobs advertised in England 8.36% 8.59% 8.85%
Number of salaries quoted 8,502 10,984 11,561
England median annual salary £39,000 £37,500 £37,500
Median salary % change year-on-year +4.00% - -
10th Percentile £22,750 £21,530 £22,000
90th Percentile £67,500 £65,000 £65,000
UK median annual salary £38,500 £37,500 £37,500
% change year-on-year +2.67% - +1.35%

Stata
Job Vacancy Trend in England

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

Job vacancy trend for Stata in England

Stata
Salary Trend in England

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

Salary trend for Stata in England

Stata
Salary Histogram in England

The salary distribution of IT jobs citing Stata in England over the 6 months to 25 June 2019.

Salary histogram for Stata in England

Stata
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stata within the England region over the 6 months to 25 June 2019. 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
London +96 30 £43,000 +7.50% 1
North of England +24 7 £40,000 +61.28%
North West +23 6 £40,000 +61.28%
South East +29 2 £50,000 -
West Midlands - 1 £45,000 -
Yorkshire - 1 £50,000 -
Midlands - 1 £45,000 -
Stata
UK

For the 6 months to 25 June 2019, 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 across the England region with a requirement for Stata.

1 32 (80.00%) R
2 31 (77.50%) SPSS
3 28 (70.00%) Python
4 25 (62.50%) Analytics
5 24 (60.00%) SQL
6 20 (50.00%) Statistics
7 19 (47.50%) SAS
8 14 (35.00%) Visualisation
8 14 (35.00%) Analytical Skills
9 13 (32.50%) Data Science
9 13 (32.50%) Machine Learning
10 12 (30.00%) Data Analytics
10 12 (30.00%) Mathematics
10 12 (30.00%) Business Intelligence
11 11 (27.50%) Degree
11 11 (27.50%) Predictive Modelling
12 10 (25.00%) Power Platform
12 10 (25.00%) Power BI
12 10 (25.00%) MATLAB
13 9 (22.50%) Microsoft Excel
13 9 (22.50%) Statistical Analysis
13 9 (22.50%) Data Analysis
13 9 (22.50%) Artificial Intelligence
14 8 (20.00%) Relational Database
15 7 (17.50%) Data Centre
15 7 (17.50%) Data Visualisation
15 7 (17.50%) Spatial Analysis
15 7 (17.50%) Decision-Making
15 7 (17.50%) GIS
15 7 (17.50%) Neural Network

Stata
Co-occurring IT Skills in England 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 19 (47.50%) SAS
2 2 (5.00%) Apache Airflow
3 1 (2.50%) Apache Pig
3 1 (2.50%) Apache Spark
Applications
1 31 (77.50%) SPSS
2 9 (22.50%) Microsoft Excel
3 5 (12.50%) EViews
3 5 (12.50%) Microsoft Office
4 3 (7.50%) S-PLUS
4 3 (7.50%) Spreadsheet
Cloud Services
1 10 (25.00%) Power Platform
2 2 (5.00%) Amazon AWS
Database & Business Intelligence
1 10 (25.00%) Power BI
2 8 (20.00%) Relational Database
3 7 (17.50%) GIS
4 5 (12.50%) Data Mining
5 3 (7.50%) Big Data
5 3 (7.50%) RDBMS
5 3 (7.50%) SQL Server
6 2 (5.00%) Hadoop
6 2 (5.00%) NoSQL
6 2 (5.00%) SAS EBI
7 1 (2.50%) Apache Cassandra
7 1 (2.50%) Apache Hive
7 1 (2.50%) HBase
7 1 (2.50%) MongoDB
7 1 (2.50%) PostgreSQL
General
1 6 (15.00%) Marketing
2 5 (12.50%) Finance
2 5 (12.50%) Legal
3 1 (2.50%) Advertising
3 1 (2.50%) Banking
3 1 (2.50%) Law
Job Titles
1 22 (55.00%) Analyst
2 16 (40.00%) Data Analyst
3 11 (27.50%) Data Scientist
4 8 (20.00%) Senior Analyst
5 6 (15.00%) Econometrician
6 3 (7.50%) Data Engineer
6 3 (7.50%) Econometrics Analyst
6 3 (7.50%) Python Engineer
6 3 (7.50%) Senior Statistical Analyst
6 3 (7.50%) SQL Analyst
6 3 (7.50%) Statistical Analyst
7 2 (5.00%) Data Manager
7 2 (5.00%) SPSS Analyst
7 2 (5.00%) SPSS Data Analyst
7 2 (5.00%) SQL Data Analyst
8 1 (2.50%) Business Intelligence Analyst
8 1 (2.50%) Credit Analyst
8 1 (2.50%) Credit Risk Analyst
8 1 (2.50%) Risk Analyst
8 1 (2.50%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 6 (15.00%) Natural Language Processing
2 2 (5.00%) Kafka
Miscellaneous
1 14 (35.00%) Analytical Skills
2 7 (17.50%) Data Centre
3 3 (7.50%) Algorithms
3 3 (7.50%) Greenfield Project
3 3 (7.50%) Management Information System
3 3 (7.50%) NHS
4 1 (2.50%) Credit Risk
4 1 (2.50%) Self-Motivation
4 1 (2.50%) Social Media
4 1 (2.50%) User Experience
Processes & Methodologies
1 25 (62.50%) Analytics
2 20 (50.00%) Statistics
3 14 (35.00%) Visualisation
4 13 (32.50%) Data Science
4 13 (32.50%) Machine Learning
5 12 (30.00%) Business Intelligence
5 12 (30.00%) Data Analytics
5 12 (30.00%) Mathematics
6 11 (27.50%) Predictive Modelling
7 9 (22.50%) Artificial Intelligence
7 9 (22.50%) Data Analysis
7 9 (22.50%) Statistical Analysis
8 7 (17.50%) Data Visualisation
8 7 (17.50%) Decision-Making
8 7 (17.50%) Economics
8 7 (17.50%) Neural Network
8 7 (17.50%) Spatial Analysis
9 6 (15.00%) Econometric Modelling
10 5 (12.50%) Cluster Analysis
10 5 (12.50%) Deep Learning
Programming Languages
1 32 (80.00%) R
2 28 (70.00%) Python
3 24 (60.00%) SQL
4 10 (25.00%) MATLAB
5 6 (15.00%) VBA
6 3 (7.50%) Java
7 1 (2.50%) JavaScript
Qualifications
1 11 (27.50%) Degree
2 4 (10.00%) PhD
3 1 (2.50%) Numerate Degree
Quality Assurance & Compliance
1 5 (12.50%) GDPR
Systems Management
1 2 (5.00%) Kubernetes
2 1 (2.50%) Kibana
Vendors
1 5 (12.50%) Tableau
2 3 (7.50%) Alteryx
2 3 (7.50%) Microsoft
3 2 (5.00%) Splunk