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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

StataCorp Stata
UK / England
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 814 942 924
Rank change year-on-year +128 -18  
Permanent jobs citing Stata 28 5 12
As % of all permanent IT jobs advertised in England 0.035% 0.005% 0.012%
As % of the Applications category 0.27% 0.036% 0.077%
Number of salaries quoted 24 3 6
Median salary £82,500 £65,000 £40,000
Median salary % change year-on-year +26.92% +62.50%  
90% offered a salary of more than £55,000 £41,000 £38,750
10% offered a salary of more than £97,500 £75,000 £41,250
UK excluding London median salary £50,000 £45,000 -
% change year-on-year +11.11% -  

Stata is in the software application skills category. The next 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.

Software Application Skills
England
Permanent job vacancies with a requirement for software application skills 10421 13784 15640
As % of all permanent IT job vacancies advertised in England 13.02% 14.14% 15.46%
Number of salaries quoted 8640 11389 12725
Median salary £38,500 £37,500 £37,500
Median salary % change year-on-year +2.66% -  
90% offered a salary of more than £23,000 £23,500 £22,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £35,000 £35,000 £35,000

Stata
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Stata as a proportion of all permanent or contract IT jobs with a match in the Applications category.

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 3 months to 28 March 2017.

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 3 months to 28 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +98 24 £83,750 +28.84% 2
North West - 2 £36,250 - 1
South East - 2 £57,500 - 1
Stata
UK

For the 6 months to 28 March 2017, IT jobs citing Stata also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Stata.

1 43 (91.49%) R
2 36 (76.60%) Mathematics
3 27 (57.45%) MATLAB
4 26 (55.32%) SAS
5 25 (53.19%) Degree
5 25 (53.19%) Statistics
6 22 (46.81%) PhD
6 22 (46.81%) Python
7 21 (44.68%) Analytics
8 20 (42.55%) Machine Learning
9 18 (38.30%) Finance
9 18 (38.30%) Asset Management
10 17 (36.17%) SQL
11 14 (29.79%) Data Analytics
11 14 (29.79%) Data Mining
11 14 (29.79%) Cluster Analysis
12 13 (27.66%) Computer Science
12 13 (27.66%) Neural Network
12 13 (27.66%) SPSS
12 13 (27.66%) Bayesian Methods
13 12 (25.53%) Statistical Modelling
14 10 (21.28%) EViews
14 10 (21.28%) Stochastic Modelling
14 10 (21.28%) Analytical Skills
14 10 (21.28%) Neuroscience
14 10 (21.28%) Fixed Income
14 10 (21.28%) Front Office
14 10 (21.28%) Quantitative Analysis
15 8 (17.02%) Derivative
15 8 (17.02%) Equity Derivative

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 26 (55.32%) SAS
2 7 (14.89%) Apache Spark
3 4 (8.51%) Apache Pig
4 3 (6.38%) Apache
Applications
1 13 (27.66%) SPSS
2 10 (21.28%) EViews
3 5 (10.64%) MS Office
4 4 (8.51%) MS Excel
4 4 (8.51%) S-PLUS
5 3 (6.38%) MS PowerPoint
Business Applications
1 1 (2.13%) FastStats
Cloud Services
1 3 (6.38%) Google Cloud Platform
2 1 (2.13%) Amazon AWS
2 1 (2.13%) Amazon EC2
2 1 (2.13%) Amazon EMR
2 1 (2.13%) Amazon S3
2 1 (2.13%) AWS Data Pipeline
2 1 (2.13%) Cloud Computing
Database & Business Intelligence
1 14 (29.79%) Data Mining
2 8 (17.02%) Big Data
2 8 (17.02%) Relational Database
3 7 (14.89%) Apache Hive
3 7 (14.89%) Hadoop
4 5 (10.64%) NoSQL
4 5 (10.64%) SQL Server
5 4 (8.51%) Apache Cassandra
5 4 (8.51%) HBase
5 4 (8.51%) RDBMS
6 1 (2.13%) Amazon RDS
6 1 (2.13%) Amazon Redshift
6 1 (2.13%) SQL Server Integration Services
General
1 18 (38.30%) Finance
2 10 (21.28%) Front Office
3 3 (6.38%) Marketing
3 3 (6.38%) Military
4 2 (4.26%) Advertising
5 1 (2.13%) Music Industry
Job Titles
1 19 (40.43%) Analyst
2 16 (34.04%) Data Scientist
3 13 (27.66%) Financial Analyst
4 8 (17.02%) SQL Analyst
5 7 (14.89%) Qualitative Analyst
5 7 (14.89%) Quantitative Analyst
6 6 (12.77%) Equity Analyst
6 6 (12.77%) Risk Analyst
7 3 (6.38%) Data Analyst
7 3 (6.38%) Developer
7 3 (6.38%) MATLAB Developer
7 3 (6.38%) Quantitative Developer
7 3 (6.38%) R Developer
7 3 (6.38%) Senior Analyst
8 2 (4.26%) Finance Manager
8 2 (4.26%) Insight Analyst
8 2 (4.26%) Marketing Insight Analyst
8 2 (4.26%) SAS Insight Analyst
8 2 (4.26%) SAS Marketing Analyst
8 2 (4.26%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 4 (8.51%) Natural Language Processing
2 3 (6.38%) MLlib
2 3 (6.38%) NumPy
3 1 (2.13%) Web Services
Miscellaneous
1 13 (27.66%) Computer Science
2 10 (21.28%) Analytical Skills
2 10 (21.28%) Fixed Income
3 8 (17.02%) Derivative
3 8 (17.02%) Equities
3 8 (17.02%) Equity Derivative
3 8 (17.02%) Hedge funds
3 8 (17.02%) OTC Derivatives
Operating Systems
1 1 (2.13%) Linux
1 1 (2.13%) Windows
Processes & Methodologies
1 36 (76.60%) Mathematics
2 25 (53.19%) Statistics
3 21 (44.68%) Analytics
4 20 (42.55%) Machine Learning
5 18 (38.30%) Asset Management
6 14 (29.79%) Cluster Analysis
6 14 (29.79%) Data Analytics
7 13 (27.66%) Bayesian Methods
7 13 (27.66%) Neural Network
8 12 (25.53%) Statistical Modelling
9 10 (21.28%) Neuroscience
9 10 (21.28%) Quantitative Analysis
9 10 (21.28%) Stochastic Modelling
10 8 (17.02%) Stakeholder Management
11 5 (10.64%) Statistical Analysis
12 4 (8.51%) Data Analysis
12 4 (8.51%) Open Source
13 3 (6.38%) Data Visualisation
13 3 (6.38%) Hidden Markov Model
13 3 (6.38%) Time Series Analysis
Programming Languages
1 43 (91.49%) R
2 27 (57.45%) MATLAB
3 22 (46.81%) Python
4 17 (36.17%) SQL
5 7 (14.89%) VBA
6 3 (6.38%) Scala
7 1 (2.13%) T-SQL
Qualifications
1 25 (53.19%) Degree
2 22 (46.81%) PhD
3 1 (2.13%) Postgraduate
Quality Assurance & Compliance
1 6 (12.77%) Data Quality
Vendors
1 4 (8.51%) Splunk
2 3 (6.38%) Bloomberg
2 3 (6.38%) Google
3 2 (4.26%) Microsoft
Slough, Berkshire
Redrock Consulting Ltd
Salary: £25000 - £33000 per annum + 30 hol
Posted: 17 hours ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 23 days ago