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

Regression Analysis
UK / England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 847 918 928
Rank change year-on-year +71 +10  
Permanent jobs citing Regression Analysis 12 17 15
As % of all permanent IT jobs advertised in England 0.015% 0.017% 0.015%
As % of the Processes & Methodologies category 0.017% 0.020% 0.017%
Number of salaries quoted 12 15 15
Median salary £55,000 £50,000 £28,000
Median salary % change year-on-year +10.00% +78.57%  
90% offered a salary of more than £40,400 £35,000 £23,000
10% offered a salary of more than £85,000 £87,500 £74,400
UK excluding London median salary £44,000 £36,250 £33,500
% change year-on-year +21.37% +8.20%  

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 71582 86916 87623
As % of all permanent IT job vacancies advertised in England 89.15% 88.63% 86.96%
Number of salaries quoted 59383 72761 71685
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 30 March 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 30 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 +60 7 £75,000 +50.00%
West Midlands +29 2 £50,000 +42.85%
North West -15 1 £40,000 -11.11% 1
South East - 1 £40,000 -
East of England - 1 £44,000 -
Regression Analysis
UK

For the 6 months to 30 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 England region with a requirement for Regression Analysis.

1 20 (50.00%) Analytics
2 18 (45.00%) Analytical Skills
2 18 (45.00%) SQL
3 16 (40.00%) R
4 14 (35.00%) Finance
5 13 (32.50%) Marketing
6 12 (30.00%) Degree
6 12 (30.00%) Data Analysis
7 11 (27.50%) Python
8 10 (25.00%) SAS
9 9 (22.50%) Statistics
9 9 (22.50%) Big Data
10 8 (20.00%) Machine Learning
10 8 (20.00%) Mentoring
10 8 (20.00%) Mathematics
10 8 (20.00%) Statistical Analysis
10 8 (20.00%) Spotfire
10 8 (20.00%) Business Intelligence
11 7 (17.50%) Scala
11 7 (17.50%) Customer Insight
11 7 (17.50%) Cybersecurity
12 6 (15.00%) Apache Spark
12 6 (15.00%) Predictive Analytics
12 6 (15.00%) Cluster Analysis
12 6 (15.00%) Stakeholder Management
12 6 (15.00%) Project Management
12 6 (15.00%) C++
13 5 (12.50%) OO
13 5 (12.50%) Foreign Exchange (FX)
13 5 (12.50%) 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 10 (25.00%) SAS
2 6 (15.00%) Apache Spark
3 3 (7.50%) Apache Pig
4 1 (2.50%) Jupyter
Applications
1 5 (12.50%) SPSS
2 4 (10.00%) MS Excel
3 1 (2.50%) MS PowerPoint
3 1 (2.50%) Stata
Business Applications
1 3 (7.50%) Data Workbench
2 2 (5.00%) FastStats
3 1 (2.50%) SAP Oil and Gas
Cloud Services
1 1 (2.50%) Google Cloud Platform
1 1 (2.50%) Microsoft Azure
Communications & Networking
1 2 (5.00%) ASN.1
Database & Business Intelligence
1 9 (22.50%) Big Data
2 8 (20.00%) Spotfire
3 4 (10.00%) SQL Server
4 3 (7.50%) Data Mining
4 3 (7.50%) Power BI
5 2 (5.00%) Apache Hive
5 2 (5.00%) BigQuery
6 1 (2.50%) BusinessObjects
6 1 (2.50%) Hadoop
6 1 (2.50%) HDInsight
6 1 (2.50%) Mahout
6 1 (2.50%) QlikView
6 1 (2.50%) Relational Database
6 1 (2.50%) SQL Server Integration Services
Development Applications
1 4 (10.00%) Rational DOORS
2 1 (2.50%) Bower
2 1 (2.50%) Git (software)
2 1 (2.50%) Jenkins
General
1 14 (35.00%) Finance
2 13 (32.50%) Marketing
3 5 (12.50%) Electronics
4 4 (10.00%) Banking
5 3 (7.50%) Pharmaceutical
5 3 (7.50%) Retail
6 2 (5.00%) Telecoms
7 1 (2.50%) Corporate Banking
7 1 (2.50%) Financial Institution
7 1 (2.50%) French Language
7 1 (2.50%) Games
7 1 (2.50%) German Language
7 1 (2.50%) Manufacturing
Job Titles
1 10 (25.00%) Analyst
2 8 (20.00%) Data Scientist
3 7 (17.50%) Data Analyst
4 4 (10.00%) Research Engineer
4 4 (10.00%) Software Engineer
5 3 (7.50%) Analytics Manager
5 3 (7.50%) Customer Insight Manager
5 3 (7.50%) Insight Manager
5 3 (7.50%) Pricing Manager
6 2 (5.00%) C Software Engineer
6 2 (5.00%) C/C++ Embedded Software Engineer
6 2 (5.00%) C/C++ Software Engineer
6 2 (5.00%) Embedded C Engineer
6 2 (5.00%) Embedded C/C++ Engineer
6 2 (5.00%) Embedded C/C++ Software Engineer
6 2 (5.00%) Embedded C++ Engineer
6 2 (5.00%) Embedded C++ Software Engineer
6 2 (5.00%) Embedded Engineer
6 2 (5.00%) Firmware Engineer
6 2 (5.00%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 3 (7.50%) D3.js
2 1 (2.50%) .NET
2 1 (2.50%) AngularJS
2 1 (2.50%) Bokeh
2 1 (2.50%) CSS
2 1 (2.50%) Flask
2 1 (2.50%) HTML
2 1 (2.50%) Matplotlib
2 1 (2.50%) Natural Language Processing
2 1 (2.50%) Node.js
2 1 (2.50%) NumPy
2 1 (2.50%) Pandas
2 1 (2.50%) React
2 1 (2.50%) scikit-learn
2 1 (2.50%) SciPy
2 1 (2.50%) Twitter Bootstrap
2 1 (2.50%) XML
Miscellaneous
1 18 (45.00%) Analytical Skills
2 5 (12.50%) Algorithms
2 5 (12.50%) Foreign Exchange (FX)
3 4 (10.00%) Virtual Team
4 3 (7.50%) Field-Programmable Gate Array
4 3 (7.50%) VHDL
5 2 (5.00%) Computer Science
6 1 (2.50%) Credit Risk
Operating Systems
1 2 (5.00%) Embedded Linux
1 2 (5.00%) Linux
Processes & Methodologies
1 20 (50.00%) Analytics
2 12 (30.00%) Data Analysis
3 9 (22.50%) Statistics
4 8 (20.00%) Business Intelligence
4 8 (20.00%) Machine Learning
4 8 (20.00%) Mathematics
4 8 (20.00%) Mentoring
4 8 (20.00%) Statistical Analysis
5 7 (17.50%) Customer Insight
5 7 (17.50%) Cybersecurity
6 6 (15.00%) Cluster Analysis
6 6 (15.00%) Predictive Analytics
6 6 (15.00%) Project Management
6 6 (15.00%) Stakeholder Management
7 5 (12.50%) OO
7 5 (12.50%) Performance Attribution
7 5 (12.50%) Predictive Modelling
7 5 (12.50%) Stakeholder Engagement
7 5 (12.50%) Time Series Analysis
8 4 (10.00%) Virtual Team Management
Programming Languages
1 18 (45.00%) SQL
2 16 (40.00%) R
3 11 (27.50%) Python
4 7 (17.50%) Scala
5 6 (15.00%) C++
6 4 (10.00%) Java
6 4 (10.00%) VB
6 4 (10.00%) VBA
7 3 (7.50%) Perl
7 3 (7.50%) Tcl
8 2 (5.00%) C
8 2 (5.00%) Embedded C
8 2 (5.00%) Embedded C++
8 2 (5.00%) MATLAB
8 2 (5.00%) T-SQL
9 1 (2.50%) C#
9 1 (2.50%) JavaScript
9 1 (2.50%) TypeScript
Qualifications
1 12 (30.00%) Degree
2 5 (12.50%) CFA
3 4 (10.00%) Security Cleared
4 3 (7.50%) PhD
5 2 (5.00%) SC Cleared
System Software
1 3 (7.50%) Firmware
Vendors
1 5 (12.50%) Tableau
2 3 (7.50%) Adobe
2 3 (7.50%) Altera
2 3 (7.50%) TIBCO
2 3 (7.50%) Xilinx
3 1 (2.50%) Oracle
3 1 (2.50%) SAP
3 1 (2.50%) Teradata
Manchester
People Source Consulting
Salary: £35000 - £45000 per annum + amazing benefits + bonus
Posted: 9 days ago