The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Regression Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Regression Analysis over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Regression Analysis
England / London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 607 631 666
Rank change year-on-year +24 +35  
Permanent jobs citing Regression Analysis 6 7 4
As % of all permanent IT jobs advertised in London 0.016% 0.018% 0.009%
As % of the Processes & Methodologies category 0.018% 0.020% 0.010%
Number of salaries quoted 2 7 4
Median salary £85,000 £66,000 £42,000
Median salary % change year-on-year +28.78% +57.14%  
90% offered a salary of more than £77,000 £65,600 £38,700
10% offered a salary of more than £93,000 £87,500 £53,000
UK excluding London median salary £56,250 £45,000 £31,500
% change year-on-year +25.00% +42.85%  

Regression Analysis is in the process and methodology 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 process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33547 35737 39897
As % of all permanent IT job vacancies advertised in London 91.07% 90.55% 88.99%
Number of salaries quoted 26755 30975 33510
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Regression Analysis
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Regression Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Regression Analysis in London

Regression Analysis
Salary Trend in London

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

Salary trend for Regression Analysis in London

Regression Analysis
Salary Histogram in London

The salary distribution of IT jobs citing Regression Analysis in London over the 3 months to 26 June 2017.

Salary histogram for Regression Analysis in London

Regression Analysis
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Regression Analysis within the London region over the 3 months to 26 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
City of London - 1 £75,000 -
Regression Analysis
England

For the 6 months to 26 June 2017, IT jobs citing Regression Analysis 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 Regression Analysis.

1 12 (92.31%) Analytics
2 11 (84.62%) SQL
3 10 (76.92%) Statistics
4 8 (61.54%) R
4 8 (61.54%) Data Analysis
5 6 (46.15%) Python
5 6 (46.15%) Scala
6 5 (38.46%) Predictive Analytics
6 5 (38.46%) Machine Learning
6 5 (38.46%) Analytical Skills
6 5 (38.46%) Apache Spark
6 5 (38.46%) Algorithms
7 4 (30.77%) Banking
7 4 (30.77%) Numerate Degree
7 4 (30.77%) Content Development
7 4 (30.77%) Actionable Insight
7 4 (30.77%) Facebook
7 4 (30.77%) Twitter
7 4 (30.77%) Data Visualisation
7 4 (30.77%) Cluster Analysis
7 4 (30.77%) Marketing
7 4 (30.77%) Degree
7 4 (30.77%) Visualisation
7 4 (30.77%) Google Analytics
7 4 (30.77%) Market Research
7 4 (30.77%) Microsoft Excel
7 4 (30.77%) CRM
7 4 (30.77%) Data Warehouse
7 4 (30.77%) Java
7 4 (30.77%) SQL Server

Regression Analysis
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 (38.46%) Apache Spark
2 4 (30.77%) SAS
3 1 (7.69%) Jupyter
Applications
1 4 (30.77%) Microsoft Excel
1 4 (30.77%) Microsoft Office
1 4 (30.77%) Microsoft PowerPoint
1 4 (30.77%) SPSS
Cloud Services
1 4 (30.77%) Google Analytics
Database & Business Intelligence
1 4 (30.77%) Data Mining
1 4 (30.77%) Data Warehouse
1 4 (30.77%) SQL Server
2 3 (23.08%) Spotfire
3 2 (15.38%) Big Data
3 2 (15.38%) Hadoop
Development Applications
1 1 (7.69%) Bower
1 1 (7.69%) Git (software)
1 1 (7.69%) Jenkins
General
1 4 (30.77%) Advertising
1 4 (30.77%) Banking
1 4 (30.77%) Marketing
2 3 (23.08%) Finance
Job Titles
1 7 (53.85%) Analyst
2 5 (38.46%) Data Scientist
3 4 (30.77%) Market Analyst
3 4 (30.77%) Market Research Analyst
3 4 (30.77%) Marketing Analyst
3 4 (30.77%) Research Analyst
4 3 (23.08%) Data Analyst
5 1 (7.69%) Developer
5 1 (7.69%) Python Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) .NET
1 1 (7.69%) AngularJS
1 1 (7.69%) Bokeh
1 1 (7.69%) CSS
1 1 (7.69%) Flask
1 1 (7.69%) HTML
1 1 (7.69%) Matplotlib
1 1 (7.69%) Node.js
1 1 (7.69%) NumPy
1 1 (7.69%) Pandas
1 1 (7.69%) React
1 1 (7.69%) scikit-learn
1 1 (7.69%) SciPy
1 1 (7.69%) Twitter Bootstrap
1 1 (7.69%) XML
Miscellaneous
1 5 (38.46%) Algorithms
1 5 (38.46%) Analytical Skills
2 3 (23.08%) Foreign Exchange (FX)
Processes & Methodologies
1 12 (92.31%) Analytics
2 10 (76.92%) Statistics
3 8 (61.54%) Data Analysis
4 5 (38.46%) Machine Learning
4 5 (38.46%) Predictive Analytics
5 4 (30.77%) Actionable Insight
5 4 (30.77%) Cluster Analysis
5 4 (30.77%) Content Development
5 4 (30.77%) CRM
5 4 (30.77%) Data Visualisation
5 4 (30.77%) Market Research
5 4 (30.77%) SEO
5 4 (30.77%) Visualisation
5 4 (30.77%) Web Analytics
6 3 (23.08%) Data Strategy
6 3 (23.08%) Performance Attribution
7 1 (7.69%) Data Modelling
7 1 (7.69%) OO
7 1 (7.69%) OOP
7 1 (7.69%) Regression Testing
Programming Languages
1 11 (84.62%) SQL
2 8 (61.54%) R
3 6 (46.15%) Python
3 6 (46.15%) Scala
4 4 (30.77%) Java
5 1 (7.69%) C#
5 1 (7.69%) C++
5 1 (7.69%) JavaScript
5 1 (7.69%) TypeScript
Qualifications
1 4 (30.77%) Degree
1 4 (30.77%) Numerate Degree
2 3 (23.08%) CFA
3 2 (15.38%) PhD
Vendors
1 4 (30.77%) Facebook
1 4 (30.77%) Google
1 4 (30.77%) Twitter
2 1 (7.69%) Tableau