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

Regression Analysis
UK
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 852 932 957
Rank change year-on-year +80 +25  
Permanent jobs citing Regression Analysis 10 15 16
As % of all permanent IT jobs advertised in the UK 0.012% 0.014% 0.014%
As % of the Processes & Methodologies category 0.013% 0.016% 0.016%
Number of salaries quoted 6 13 16
Median salary £62,500 £50,000 £31,000
Median salary % change year-on-year +25.00% +61.29%  
90% offered a salary of more than £45,000 £38,500 £23,000
10% offered a salary of more than £90,000 £87,500 £38,750
UK excluding London median salary £50,000 £42,500 £30,000
% change year-on-year +17.64% +41.66%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 77047 92378 97982
As % of all permanent IT job vacancies advertised in the UK 89.35% 88.78% 87.11%
Number of salaries quoted 63341 76698 79203
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 £75,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Regression Analysis
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Regression Analysis
Salary Trend

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

Salary trend for Regression Analysis in the UK

Regression Analysis
Salary Histogram

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

Salary histogram for Regression Analysis in the UK

Regression Analysis
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Regression Analysis within the UK over the 3 months to 25 April 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
England +75 9 £62,500 +25.00% 2
London +69 6 £85,000 -2.85% 2
West Midlands +36 2 £50,000 +42.85%
Solihull - 2 £50,000 -
City of London +43 1 £75,000 -
South East - 1 £40,000 -
Scotland - 1 - -
Surrey - 1 £40,000 -
Edinburgh - 1 - -
Epsom - 1 £40,000 -

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

1 35 (72.92%) Analytics
2 29 (60.42%) SQL
3 28 (58.33%) Analytical Skills
4 27 (56.25%) Finance
4 27 (56.25%) R
5 24 (50.00%) Data Analysis
5 24 (50.00%) Degree
6 22 (45.83%) Python
6 22 (45.83%) SAS
7 21 (43.75%) Machine Learning
8 19 (39.58%) Data Mining
9 18 (37.50%) Project Management
10 16 (33.33%) Decision Tree
11 14 (29.17%) Apache Hive
11 14 (29.17%) Apache Pig
11 14 (29.17%) Hadoop
12 13 (27.08%) Workflow
12 13 (27.08%) Business Analytics
12 13 (27.08%) Line Management
12 13 (27.08%) Change Control
12 13 (27.08%) Functional Testing
12 13 (27.08%) Anti-Money Laundering
12 13 (27.08%) Case Management
13 12 (25.00%) KYC
13 12 (25.00%) Factor Analysis
13 12 (25.00%) Ambari
13 12 (25.00%) Risk Management
13 12 (25.00%) Legal
13 12 (25.00%) Marketing
13 12 (25.00%) Business Analysis

Regression Analysis
Co-occurring IT Skills 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 22 (45.83%) SAS
2 14 (29.17%) Apache Pig
3 6 (12.50%) Apache Spark
4 1 (2.08%) Jupyter
Applications
1 9 (18.75%) Microsoft Excel
2 5 (10.42%) SPSS
3 4 (8.33%) Microsoft PowerPoint
4 3 (6.25%) Microsoft Office
Business Applications
1 2 (4.17%) Data Workbench
2 1 (2.08%) SAP Oil and Gas
Cloud Services
1 4 (8.33%) Google Analytics
2 1 (2.08%) Google Cloud Platform
2 1 (2.08%) Microsoft Azure
Communications & Networking
1 1 (2.08%) ASN.1
Database & Business Intelligence
1 19 (39.58%) Data Mining
2 14 (29.17%) Apache Hive
2 14 (29.17%) Hadoop
3 8 (16.67%) Big Data
4 7 (14.58%) Spotfire
5 4 (8.33%) SQL Server
6 3 (6.25%) Data Warehouse
6 3 (6.25%) Power BI
7 2 (4.17%) BigQuery
7 2 (4.17%) QlikView
8 1 (2.08%) BusinessObjects
8 1 (2.08%) HDInsight
Development Applications
1 2 (4.17%) Rational DOORS
2 1 (2.08%) Bower
2 1 (2.08%) Git (software)
2 1 (2.08%) Jenkins
General
1 27 (56.25%) Finance
2 12 (25.00%) Legal
2 12 (25.00%) Marketing
3 4 (8.33%) Banking
4 3 (6.25%) Advertising
4 3 (6.25%) Electronics
4 3 (6.25%) Retail
5 2 (4.17%) Pharmaceutical
5 2 (4.17%) Telecoms
6 1 (2.08%) French Language
6 1 (2.08%) German Language
6 1 (2.08%) Manufacturing
Job Titles
1 12 (25.00%) Analyst
1 12 (25.00%) Data Scientist
2 9 (18.75%) Consultant
2 9 (18.75%) Senior Consultant
3 6 (12.50%) Data Analyst
4 4 (8.33%) Hadoop Consultant
4 4 (8.33%) Research Engineer
4 4 (8.33%) SAS Consultant
4 4 (8.33%) Senior SAS Consultant
5 3 (6.25%) Analytics Manager
5 3 (6.25%) Market Analyst
5 3 (6.25%) Market Research Analyst
5 3 (6.25%) Marketing Analyst
5 3 (6.25%) Pricing Manager
5 3 (6.25%) Research Analyst
6 2 (4.17%) Customer Insight Manager
6 2 (4.17%) Senior Analyst
6 2 (4.17%) Senior Analytics Manager
6 2 (4.17%) Senior Manager
6 2 (4.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (4.17%) D3.js
2 1 (2.08%) .NET
2 1 (2.08%) AngularJS
2 1 (2.08%) Bokeh
2 1 (2.08%) CSS
2 1 (2.08%) Flask
2 1 (2.08%) HTML
2 1 (2.08%) Matplotlib
2 1 (2.08%) Node.js
2 1 (2.08%) NumPy
2 1 (2.08%) Pandas
2 1 (2.08%) React
2 1 (2.08%) scikit-learn
2 1 (2.08%) SciPy
2 1 (2.08%) Twitter Bootstrap
2 1 (2.08%) XML
Miscellaneous
1 28 (58.33%) Analytical Skills
2 5 (10.42%) Algorithms
2 5 (10.42%) Foreign Exchange (FX)
3 4 (8.33%) Virtual Team
4 2 (4.17%) Field-Programmable Gate Array
4 2 (4.17%) VHDL
5 1 (2.08%) Computer Science
5 1 (2.08%) Credit Risk
Operating Systems
1 1 (2.08%) Embedded Linux
1 1 (2.08%) Linux
Processes & Methodologies
1 35 (72.92%) Analytics
2 24 (50.00%) Data Analysis
3 21 (43.75%) Machine Learning
4 18 (37.50%) Project Management
5 16 (33.33%) Decision Tree
6 13 (27.08%) Anti-Money Laundering
6 13 (27.08%) Business Analytics
6 13 (27.08%) Case Management
6 13 (27.08%) Change Control
6 13 (27.08%) Functional Testing
6 13 (27.08%) Line Management
6 13 (27.08%) Workflow
7 12 (25.00%) Business Analysis
7 12 (25.00%) Factor Analysis
7 12 (25.00%) KYC
7 12 (25.00%) Risk Management
7 12 (25.00%) Statistics
8 7 (14.58%) Cluster Analysis
8 7 (14.58%) Mathematics
8 7 (14.58%) Visualisation
Programming Languages
1 29 (60.42%) SQL
2 27 (56.25%) R
3 22 (45.83%) Python
4 7 (14.58%) Scala
5 4 (8.33%) C++
5 4 (8.33%) Java
5 4 (8.33%) VB
5 4 (8.33%) VBA
6 2 (4.17%) MATLAB
6 2 (4.17%) Perl
6 2 (4.17%) Tcl
7 1 (2.08%) C
7 1 (2.08%) C#
7 1 (2.08%) Embedded C
7 1 (2.08%) Embedded C++
7 1 (2.08%) JavaScript
7 1 (2.08%) TypeScript
Qualifications
1 24 (50.00%) Degree
2 5 (10.42%) CFA
3 3 (6.25%) PhD
4 2 (4.17%) Security Cleared
5 1 (2.08%) SC Cleared
System Software
1 2 (4.17%) Firmware
Systems Management
1 12 (25.00%) Ambari
Vendors
1 5 (10.42%) Tableau
2 4 (8.33%) Google
3 3 (6.25%) Facebook
3 3 (6.25%) Twitter
4 2 (4.17%) Adobe
4 2 (4.17%) Altera
4 2 (4.17%) TIBCO
4 2 (4.17%) Xilinx
5 1 (2.08%) Oracle
5 1 (2.08%) Platfora
5 1 (2.08%) SAP
London
McGregor Boyall
Salary: £70000 - £120000 per annum + Benefits
Posted: 4 days ago
Islington, London
Great British Chefs
Posted: 21 days ago