The following table provides summary statistics for permanent job vacancies advertised in England 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Regression Analysis
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 856 905 950
Rank change year-on-year +49 +45  
Permanent jobs citing Regression Analysis 7 10 11
As % of all permanent IT jobs advertised in England 0.008% 0.011% 0.011%
As % of the Processes & Methodologies category 0.009% 0.012% 0.012%
Number of salaries quoted 3 10 11
Median salary £75,000 £66,000 £32,000
Median salary % change year-on-year +13.63% +106.25%  
90% offered a salary of more than £71,000 £44,500 £23,000
10% offered a salary of more than £91,000 £87,500 £42,500
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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74281 81140 91281
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 87.96%
Number of salaries quoted 60243 68634 75471
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Regression Analysis
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Regression Analysis
Salary Trend in England

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

Salary trend for Regression Analysis in England

Regression Analysis
Salary Histogram in England

The salary distribution of IT jobs citing Regression Analysis in England over the 3 months to 25 June 2017.

Salary histogram for Regression Analysis in England

Regression Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Regression Analysis within the England region over the 3 months to 25 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
London +23 6 £85,000 +28.78% 1
East of England - 1 £70,000 -
Regression Analysis
UK

For the 6 months to 25 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 England region with a requirement for Regression Analysis.

1 17 (77.27%) Analytics
2 13 (59.09%) SQL
3 12 (54.55%) Statistics
4 10 (45.45%) Analytical Skills
5 9 (40.91%) R
6 8 (36.36%) Finance
6 8 (36.36%) Microsoft Excel
6 8 (36.36%) Degree
6 8 (36.36%) Data Analysis
7 7 (31.82%) Marketing
7 7 (31.82%) Python
7 7 (31.82%) SAS
7 7 (31.82%) Machine Learning
8 6 (27.27%) Scala
8 6 (27.27%) Algorithms
8 6 (27.27%) Mathematics
9 5 (22.73%) Predictive Analytics
9 5 (22.73%) Cluster Analysis
9 5 (22.73%) Data Mining
9 5 (22.73%) Numerate Degree
9 5 (22.73%) Apache Spark
9 5 (22.73%) Data Visualisation
9 5 (22.73%) Visualisation
10 4 (18.18%) Market Research
10 4 (18.18%) Facebook
10 4 (18.18%) Twitter
10 4 (18.18%) Content Development
10 4 (18.18%) Actionable Insight
10 4 (18.18%) Data Strategy
10 4 (18.18%) SPSS

Regression Analysis
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 7 (31.82%) SAS
2 5 (22.73%) Apache Spark
3 1 (4.55%) Jupyter
Applications
1 8 (36.36%) Microsoft Excel
2 4 (18.18%) Microsoft Office
2 4 (18.18%) Microsoft PowerPoint
2 4 (18.18%) SPSS
Business Applications
1 1 (4.55%) SAP Oil and Gas
Cloud Services
1 4 (18.18%) Google Analytics
Database & Business Intelligence
1 5 (22.73%) Data Mining
2 4 (18.18%) Data Warehouse
2 4 (18.18%) SQL Server
3 3 (13.64%) Big Data
3 3 (13.64%) Spotfire
4 2 (9.09%) Hadoop
5 1 (4.55%) BusinessObjects
5 1 (4.55%) Oracle BI EE
5 1 (4.55%) Power BI
5 1 (4.55%) QlikView
Development Applications
1 1 (4.55%) Bower
1 1 (4.55%) Git (software)
1 1 (4.55%) Jenkins
General
1 8 (36.36%) Finance
2 7 (31.82%) Marketing
3 4 (18.18%) Advertising
3 4 (18.18%) Banking
4 1 (4.55%) Electronics
4 1 (4.55%) Manufacturing
4 1 (4.55%) Telecoms
Job Titles
1 9 (40.91%) Analyst
2 6 (27.27%) Data Scientist
3 4 (18.18%) Market Analyst
3 4 (18.18%) Market Research Analyst
3 4 (18.18%) Marketing Analyst
3 4 (18.18%) Research Analyst
4 3 (13.64%) Data Analyst
4 3 (13.64%) Research Engineer
5 2 (9.09%) Analytics Manager
6 1 (4.55%) Business Intelligence Analyst
6 1 (4.55%) Data Analytics Manager
6 1 (4.55%) Data Manager
6 1 (4.55%) Developer
6 1 (4.55%) Pricing Manager
6 1 (4.55%) Python Developer
6 1 (4.55%) SAS Analyst
6 1 (4.55%) Senior Analyst
6 1 (4.55%) Senior SAS Analyst
6 1 (4.55%) SQL Analyst
Libraries, Frameworks & Software Standards
1 1 (4.55%) .NET
1 1 (4.55%) AngularJS
1 1 (4.55%) Bokeh
1 1 (4.55%) CSS
1 1 (4.55%) Flask
1 1 (4.55%) HTML
1 1 (4.55%) Matplotlib
1 1 (4.55%) Node.js
1 1 (4.55%) NumPy
1 1 (4.55%) Pandas
1 1 (4.55%) React
1 1 (4.55%) scikit-learn
1 1 (4.55%) SciPy
1 1 (4.55%) Twitter Bootstrap
1 1 (4.55%) XML
Miscellaneous
1 10 (45.45%) Analytical Skills
2 6 (27.27%) Algorithms
3 3 (13.64%) Foreign Exchange (FX)
4 2 (9.09%) Virtual Team
Processes & Methodologies
1 17 (77.27%) Analytics
2 12 (54.55%) Statistics
3 8 (36.36%) Data Analysis
4 7 (31.82%) Machine Learning
5 6 (27.27%) Mathematics
6 5 (22.73%) Cluster Analysis
6 5 (22.73%) Data Visualisation
6 5 (22.73%) Predictive Analytics
6 5 (22.73%) Visualisation
7 4 (18.18%) Actionable Insight
7 4 (18.18%) Content Development
7 4 (18.18%) CRM
7 4 (18.18%) Data Strategy
7 4 (18.18%) Market Research
7 4 (18.18%) SEO
7 4 (18.18%) Web Analytics
8 3 (13.64%) Performance Attribution
8 3 (13.64%) Stakeholder Management
8 3 (13.64%) Statistical Analysis
9 2 (9.09%) Virtual Team Management
Programming Languages
1 13 (59.09%) SQL
2 9 (40.91%) R
3 7 (31.82%) Python
4 6 (27.27%) Scala
5 4 (18.18%) Java
6 3 (13.64%) VB
6 3 (13.64%) VBA
7 2 (9.09%) C++
8 1 (4.55%) C#
8 1 (4.55%) JavaScript
8 1 (4.55%) MATLAB
8 1 (4.55%) TypeScript
Qualifications
1 8 (36.36%) Degree
2 5 (22.73%) Numerate Degree
3 3 (13.64%) CFA
3 3 (13.64%) PhD
Vendors
1 4 (18.18%) Facebook
1 4 (18.18%) Google
1 4 (18.18%) Twitter
2 2 (9.09%) Tableau
3 1 (4.55%) SAP
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Posted: 4 days ago