The following table provides summary statistics for permanent job vacancies advertised in London 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 23 June 2017 with a comparison to the same period in the previous 2 years.

StataCorp Stata
England / London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 603 628 677
Rank change year-on-year +25 +49  
Permanent jobs citing Stata 12 4 11
As % of all permanent IT jobs advertised in London 0.033% 0.010% 0.024%
As % of the Applications category 0.39% 0.11% 0.24%
Number of salaries quoted 10 3 8
Median salary £110,000 £50,000 £45,000
Median salary % change year-on-year +120.00% +11.11%  
UK excluding London median salary £30,750 £35,000 £57,500
% change year-on-year -12.14% -39.13%  

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 London with a requirement for software application skills.

Software Application Skills
London
Permanent job vacancies with a requirement for software application skills 3094 3731 4563
As % of all permanent IT job vacancies advertised in London 8.45% 9.32% 10.16%
Number of salaries quoted 2451 3114 3727
Median salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.55%  
90% offered a salary of more than £29,000 £25,500 £26,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £34,000 £33,500 £34,000
% change year-on-year +1.49% -1.47%  

Stata
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Stata
Salary Trend in London

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

Salary trend for Stata in London

Stata
Salary Histogram in London

The salary distribution of IT jobs citing Stata in London over the 3 months to 23 June 2017.

Salary histogram for Stata in London

Stata
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stata within the London region over the 3 months to 23 June 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
West End of London - 2 £59,400 -
Stata
England

For the 6 months to 23 June 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 London region with a requirement for Stata.

1 33 (91.67%) R
2 32 (88.89%) MATLAB
3 28 (77.78%) Finance
4 27 (75.00%) Asset Management
5 24 (66.67%) SQL
6 22 (61.11%) Degree
7 19 (52.78%) Mathematics
7 19 (52.78%) PhD
7 19 (52.78%) Master's Degree
7 19 (52.78%) Numerate Degree
8 17 (47.22%) Hedge funds
8 17 (47.22%) Stakeholder Management
8 17 (47.22%) Derivative
8 17 (47.22%) Equity Derivative
8 17 (47.22%) Equities
9 14 (38.89%) Python
10 11 (30.56%) Quantitative Analysis
10 11 (30.56%) EViews
11 10 (27.78%) Front Office
11 10 (27.78%) Fixed Income
12 9 (25.00%) C++
12 9 (25.00%) NumPy
12 9 (25.00%) OTC Derivatives
13 8 (22.22%) Market Risk
13 8 (22.22%) Equity Risk
14 6 (16.67%) Analytical Skills
14 6 (16.67%) Statistics
15 5 (13.89%) Microsoft Office
15 5 (13.89%) Microsoft Excel
15 5 (13.89%) SAS

Stata
Co-occurring IT Skills in London 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 5 (13.89%) SAS
2 1 (2.78%) Apache
2 1 (2.78%) Apache Spark
Applications
1 11 (30.56%) EViews
2 5 (13.89%) Microsoft Excel
2 5 (13.89%) Microsoft Office
3 4 (11.11%) SPSS
4 3 (8.33%) Microsoft PowerPoint
Cloud Services
1 1 (2.78%) Google Cloud Platform
Communications & Networking
1 1 (2.78%) Internet
Database & Business Intelligence
1 3 (8.33%) Relational Database
2 2 (5.56%) Apache Hive
2 2 (5.56%) Big Data
2 2 (5.56%) Hadoop
3 1 (2.78%) Data Mining
3 1 (2.78%) Data Warehouse
Development Applications
1 1 (2.78%) Git (software)
General
1 28 (77.78%) Finance
2 10 (27.78%) Front Office
3 3 (8.33%) Military
4 2 (5.56%) Advertising
4 2 (5.56%) Marketing
Job Titles
1 25 (69.44%) Analyst
2 22 (61.11%) Financial Analyst
3 15 (41.67%) Equity Analyst
3 15 (41.67%) Risk Analyst
4 10 (27.78%) Finance Manager
4 10 (27.78%) Risk Manager
5 9 (25.00%) SQL Analyst
6 8 (22.22%) Asset Management Analyst
7 7 (19.44%) Qualitative Analyst
7 7 (19.44%) Quantitative Analyst
8 3 (8.33%) Developer
8 3 (8.33%) MATLAB Developer
8 3 (8.33%) Quantitative Developer
8 3 (8.33%) R Developer
9 2 (5.56%) Data Scientist
9 2 (5.56%) Insight Analyst
9 2 (5.56%) Marketing Analyst
9 2 (5.56%) Marketing Insight Analyst
9 2 (5.56%) SAS Insight Analyst
9 2 (5.56%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 9 (25.00%) NumPy
2 1 (2.78%) MLlib
Miscellaneous
1 17 (47.22%) Derivative
1 17 (47.22%) Equities
1 17 (47.22%) Equity Derivative
1 17 (47.22%) Hedge funds
2 10 (27.78%) Fixed Income
3 9 (25.00%) OTC Derivatives
4 8 (22.22%) Equity Risk
4 8 (22.22%) Market Risk
5 6 (16.67%) Analytical Skills
6 1 (2.78%) Computer Science
6 1 (2.78%) CUDA
6 1 (2.78%) Fintech
6 1 (2.78%) Smartphone
Operating Systems
1 1 (2.78%) Linux
Processes & Methodologies
1 27 (75.00%) Asset Management
2 19 (52.78%) Mathematics
3 17 (47.22%) Stakeholder Management
4 11 (30.56%) Quantitative Analysis
5 6 (16.67%) Statistics
6 4 (11.11%) Analytics
7 3 (8.33%) Benchmarking
7 3 (8.33%) Data Analysis
7 3 (8.33%) Data Visualisation
7 3 (8.33%) Quality Management
7 3 (8.33%) Statistical Analysis
7 3 (8.33%) Visualisation
8 2 (5.56%) Predictive Modelling
8 2 (5.56%) Statistical Modelling
8 2 (5.56%) Time Series Analysis
9 1 (2.78%) Creative Problem-Solving
9 1 (2.78%) Data Engineering
9 1 (2.78%) Exploratory Analysis
9 1 (2.78%) Machine Learning
9 1 (2.78%) Project Management
Programming Languages
1 33 (91.67%) R
2 32 (88.89%) MATLAB
3 24 (66.67%) SQL
4 14 (38.89%) Python
5 9 (25.00%) C++
6 2 (5.56%) Julia
6 2 (5.56%) VBA
7 1 (2.78%) Bash Shell
7 1 (2.78%) C
7 1 (2.78%) Fortran
7 1 (2.78%) Java
7 1 (2.78%) JavaScript
7 1 (2.78%) Perl
7 1 (2.78%) Scala
Qualifications
1 22 (61.11%) Degree
2 19 (52.78%) Master's Degree
2 19 (52.78%) Numerate Degree
2 19 (52.78%) PhD
3 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 3 (8.33%) Data Quality
Vendors
1 3 (8.33%) Bloomberg
2 2 (5.56%) Microsoft
3 1 (2.78%) Google