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

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Regression Analysis
England / London
Rank 570 645 648
Rank change year-on-year +75 +3  
Permanent jobs citing Regression Analysis 7 11 8
As % of all permanent IT jobs advertised in London 0.021% 0.026% 0.019%
As % of the Processes & Methodologies category 0.023% 0.029% 0.022%
Number of salaries quoted 7 9 8
Median salary £70,000 £50,000 £28,000
Median salary % change year-on-year +40.00% +78.57%  
UK excluding London median salary £44,000 £36,250 £32,500
% change year-on-year +21.37% +11.53%  

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 29951 37613 37019
As % of all permanent IT job vacancies advertised in London 90.17% 89.67% 87.64%
Number of salaries quoted 25087 32113 30860
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,879 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 March 2017.

Salary histogram for Regression Analysis in London

Regression Analysis
Top 30 Related IT Skills in London

For the 6 months to 26 March 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 13 (81.25%) Analytics
2 12 (75.00%) R
3 11 (68.75%) Data Analysis
4 10 (62.50%) SQL
4 10 (62.50%) Python
5 7 (43.75%) Statistics
5 7 (43.75%) Finance
5 7 (43.75%) Machine Learning
6 6 (37.50%) Analytical Skills
6 6 (37.50%) Apache Spark
6 6 (37.50%) Predictive Analytics
6 6 (37.50%) Scala
6 6 (37.50%) Business Intelligence
7 5 (31.25%) Foreign Exchange (FX)
7 5 (31.25%) CFA
7 5 (31.25%) Spotfire
7 5 (31.25%) Big Data
7 5 (31.25%) Algorithms
7 5 (31.25%) Performance Attribution
8 3 (18.75%) Apache Pig
8 3 (18.75%) D3.js
8 3 (18.75%) Statistical Modelling
8 3 (18.75%) Tableau
8 3 (18.75%) Visualisation
8 3 (18.75%) Degree
8 3 (18.75%) Banking
8 3 (18.75%) Data Mining
8 3 (18.75%) SPSS
8 3 (18.75%) Java
9 2 (12.50%) SQL Server

Regression Analysis
Top Related 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 6 (37.50%) Apache Spark
2 3 (18.75%) Apache Pig
3 2 (12.50%) SAS
Applications
1 3 (18.75%) SPSS
2 1 (6.25%) MS Excel
2 1 (6.25%) MS PowerPoint
Cloud Services
1 1 (6.25%) Google Cloud Platform
1 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 5 (31.25%) Big Data
1 5 (31.25%) Spotfire
2 3 (18.75%) Data Mining
3 2 (12.50%) Apache Hive
3 2 (12.50%) BigQuery
3 2 (12.50%) Power BI
3 2 (12.50%) SQL Server
4 1 (6.25%) Hadoop
4 1 (6.25%) HDInsight
4 1 (6.25%) Mahout
General
1 7 (43.75%) Finance
2 3 (18.75%) Banking
3 2 (12.50%) Marketing
4 1 (6.25%) French Language
4 1 (6.25%) Games
4 1 (6.25%) German Language
4 1 (6.25%) Retail
4 1 (6.25%) Telecoms
Job Titles
1 7 (43.75%) Data Scientist
2 5 (31.25%) Analyst
2 5 (31.25%) Data Analyst
3 1 (6.25%) Consultant
3 1 (6.25%) Senior Consultant
3 1 (6.25%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (18.75%) D3.js
2 2 (12.50%) Natural Language Processing
Miscellaneous
1 6 (37.50%) Analytical Skills
2 5 (31.25%) Algorithms
2 5 (31.25%) Foreign Exchange (FX)
3 2 (12.50%) Computer Science
4 1 (6.25%) Credit Risk
Processes & Methodologies
1 13 (81.25%) Analytics
2 11 (68.75%) Data Analysis
3 7 (43.75%) Machine Learning
3 7 (43.75%) Statistics
4 6 (37.50%) Business Intelligence
4 6 (37.50%) Predictive Analytics
5 5 (31.25%) Performance Attribution
6 3 (18.75%) Statistical Modelling
6 3 (18.75%) Visualisation
7 2 (12.50%) Cluster Analysis
7 2 (12.50%) Data Analytics
7 2 (12.50%) Data Modelling
7 2 (12.50%) Linear Regression
7 2 (12.50%) Mathematics
7 2 (12.50%) Project Management
7 2 (12.50%) Sentiment Analysis
8 1 (6.25%) Actionable Insight
8 1 (6.25%) Big Data Analytics
8 1 (6.25%) Random Forest
8 1 (6.25%) Translating Business Requirements
Programming Languages
1 12 (75.00%) R
2 10 (62.50%) Python
2 10 (62.50%) SQL
3 6 (37.50%) Scala
4 3 (18.75%) Java
5 1 (6.25%) MATLAB
Qualifications
1 5 (31.25%) CFA
2 3 (18.75%) Degree
3 2 (12.50%) PhD
Vendors
1 3 (18.75%) Tableau
2 1 (6.25%) Oracle
2 1 (6.25%) Teradata