The table below looks at the statistics for Regression Analysis skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Regression Analysis over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Regression Analysis
UK
Rank 803 916 928
Rank change year-on-year
+113 +12
Permanent jobs citing Regression Analysis 42 11 19
As % of all permanent IT jobs located in the UK 0.050% 0.011% 0.018%
As % of the Processes & Methodologies category 0.057% 0.013% 0.021%
Number of salaries quoted 24 11 19
Median salary £46,250 £55,000 £28,000
Median salary % change year-on-year
-15.90% +96.42%
UK excluding London median salary £44,000 £36,250 £35,000
% change year-on-year
+21.37% +3.57%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74108 87810 88690
As % of all permanent IT jobs located in the UK 88.15% 87.70% 86.04%
Number of salaries quoted 61013 73052 73139
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £76,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Regression Analysis
Jobs Demand Trend

The demand trend of job ads citing Regression Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Regression Analysis Jobs Demand Trend 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 within the UK.

Regression Analysis Salary Trend in the UK

Regression Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Regression Analysis over the 3 months to 18 January 2017 within the UK.

Regression Analysis Salary Histogram in the UK

Regression Analysis
Top 22 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 18 January 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 +94 29 £47,500 -5.00% 4
Scotland - 13 £45,000 -
Edinburgh - 13 £45,000 -
London +65 10 £55,000 - 1
Tewkesbury - 6 £42,500 -
Gloucestershire - 6 £42,500 - 1
South West - 6 £42,500 - 1
East of England +31 4 £44,000 -29.60% 1
Bedfordshire - 4 £44,000 -
Leighton Buzzard - 4 £44,000 -
West Midlands +7 3 £45,000 +28.57%
South East - 3 - -
Berkshire - 3 - -
City of London +23 2 £65,000 +18.18%
East Midlands - 2 £40,000 -
Northamptonshire - 2 £40,000 -
Solihull - 2 - -
Northampton - 2 £40,000 -
Redditch -4 1 £45,000 +28.57%
Worcestershire -14 1 £45,000 +28.57%
North West - 1 £40,000 - 1
Manchester - 1 £40,000 - 1

Regression Analysis
Top 30 Related IT Skills

For the 6 months to 18 January 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 36 (64.29%) Analytical Skills
2 34 (60.71%) Analytics
3 31 (55.36%) SQL
4 29 (51.79%) Degree
5 28 (50.00%) R
5 28 (50.00%) Finance
6 26 (46.43%) Data Analysis
7 22 (39.29%) Python
7 22 (39.29%) SAS
8 19 (33.93%) Data Mining
9 17 (30.36%) Machine Learning
10 16 (28.57%) Project Management
11 15 (26.79%) Apache Pig
11 15 (26.79%) Business Analytics
12 14 (25.00%) Line Management
12 14 (25.00%) Apache Hive
12 14 (25.00%) Marketing
13 13 (23.21%) Business Analysis
13 13 (23.21%) Change Control
13 13 (23.21%) Hadoop
13 13 (23.21%) Risk Management
13 13 (23.21%) Workflow
13 13 (23.21%) Anti-Money Laundering
13 13 (23.21%) Functional Testing
13 13 (23.21%) Case Management
14 12 (21.43%) KYC
14 12 (21.43%) Ambari
14 12 (21.43%) Factor Analysis
14 12 (21.43%) Legal
14 12 (21.43%) Cluster Analysis

Regression Analysis
Top Related 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 (39.29%) SAS
2 15 (26.79%) Apache Pig
3 3 (5.36%) Apache Spark
Applications
1 9 (16.07%) SPSS
2 7 (12.50%) MS Excel
3 4 (7.14%) Stata
4 3 (5.36%) MS Office
5 1 (1.79%) MS PowerPoint
Business Applications
1 4 (7.14%) Data Workbench
2 2 (3.57%) FastStats
3 1 (1.79%) SAP Oil and Gas
Cloud Services
1 1 (1.79%) Adobe Analytics
1 1 (1.79%) Google Cloud Platform
1 1 (1.79%) Microsoft Azure
Communications & Networking
1 2 (3.57%) ASN.1
Database & Business Intelligence
1 19 (33.93%) Data Mining
2 14 (25.00%) Apache Hive
3 13 (23.21%) Hadoop
4 10 (17.86%) Spotfire
5 9 (16.07%) Big Data
6 5 (8.93%) SQL Server
7 4 (7.14%) Power BI
8 2 (3.57%) BigQuery
8 2 (3.57%) BusinessObjects
9 1 (1.79%) HDInsight
9 1 (1.79%) Mahout
9 1 (1.79%) QlikView
9 1 (1.79%) Relational Database
9 1 (1.79%) SQL Server Integration Services
Development Applications
1 4 (7.14%) Rational DOORS
General
1 28 (50.00%) Finance
2 14 (25.00%) Marketing
3 12 (21.43%) Legal
4 5 (8.93%) Electronics
5 4 (7.14%) Pharmaceutical
6 3 (5.36%) Banking
6 3 (5.36%) Retail
7 2 (3.57%) Telecoms
8 1 (1.79%) Corporate Banking
8 1 (1.79%) Financial Institution
8 1 (1.79%) French Language
8 1 (1.79%) Games
8 1 (1.79%) German Language
8 1 (1.79%) Manufacturing
Job Titles
1 16 (28.57%) Analyst
2 11 (19.64%) Data Analyst
3 9 (16.07%) Consultant
3 9 (16.07%) Data Scientist
3 9 (16.07%) Senior Consultant
4 5 (8.93%) Customer Insight Manager
4 5 (8.93%) Insight Manager
5 4 (7.14%) Hadoop Consultant
5 4 (7.14%) Research Engineer
5 4 (7.14%) SAS Consultant
5 4 (7.14%) Senior SAS Consultant
5 4 (7.14%) Software Engineer
6 3 (5.36%) Analytics Manager
6 3 (5.36%) Research Analyst
7 2 (3.57%) C/C++ Embedded Software Engineer
7 2 (3.57%) C/C++ Software Engineer
7 2 (3.57%) Embedded C/C++ Engineer
7 2 (3.57%) Embedded Engineer
7 2 (3.57%) Pricing Manager
7 2 (3.57%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 3 (5.36%) D3.js
1 3 (5.36%) Natural Language Processing
Miscellaneous
1 36 (64.29%) Analytical Skills
2 9 (16.07%) Mathematics
3 8 (14.29%) Statistics
4 6 (10.71%) Data Extraction
4 6 (10.71%) Visualisation
5 5 (8.93%) Foreign Exchange (FX)
6 3 (5.36%) Economics
6 3 (5.36%) Field-Programmable Gate Array
6 3 (5.36%) VHDL
7 2 (3.57%) Algorithms
7 2 (3.57%) Computer Science
7 2 (3.57%) Physics
7 2 (3.57%) Virtual Team
8 1 (1.79%) Credit Risk
Operating Systems
1 2 (3.57%) Embedded Linux
1 2 (3.57%) Linux
Processes & Methodologies
1 34 (60.71%) Analytics
2 26 (46.43%) Data Analysis
3 17 (30.36%) Machine Learning
4 16 (28.57%) Project Management
5 15 (26.79%) Business Analytics
6 14 (25.00%) Line Management
7 13 (23.21%) Anti-Money Laundering
7 13 (23.21%) Business Analysis
7 13 (23.21%) Case Management
7 13 (23.21%) Change Control
7 13 (23.21%) Functional Testing
7 13 (23.21%) Risk Management
7 13 (23.21%) Workflow
8 12 (21.43%) Cluster Analysis
8 12 (21.43%) Factor Analysis
8 12 (21.43%) KYC
9 10 (17.86%) Business Intelligence
10 9 (16.07%) Statistical Analysis
11 8 (14.29%) Predictive Modelling
11 8 (14.29%) Time Series Analysis
Programming Languages
1 31 (55.36%) SQL
2 28 (50.00%) R
3 22 (39.29%) Python
4 5 (8.93%) C++
5 4 (7.14%) VB
6 3 (5.36%) Perl
6 3 (5.36%) Scala
6 3 (5.36%) Tcl
6 3 (5.36%) T-SQL
7 2 (3.57%) C
7 2 (3.57%) Embedded C
7 2 (3.57%) Embedded C++
7 2 (3.57%) MATLAB
7 2 (3.57%) VBA
8 1 (1.79%) Java
Qualifications
1 29 (51.79%) Degree
2 5 (8.93%) CFA
3 4 (7.14%) Security Cleared
4 2 (3.57%) PhD
4 2 (3.57%) SC Cleared
System Software
1 3 (5.36%) Firmware
Systems Management
1 12 (21.43%) Ambari
Vendors
1 6 (10.71%) Tableau
2 5 (8.93%) Adobe
3 4 (7.14%) TIBCO
4 3 (5.36%) Altera
4 3 (5.36%) Microsoft
4 3 (5.36%) Xilinx
5 1 (1.79%) Oracle
5 1 (1.79%) SAP
5 1 (1.79%) Teradata
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