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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Regression Analysis
UK
Rank 828 938 943
Rank change year-on-year
+110 +5
Permanent jobs citing Regression Analysis 35 15 21
As % of all permanent IT jobs located in the UK 0.041% 0.015% 0.020%
As % of the Processes & Methodologies category 0.047% 0.017% 0.023%
Number of salaries quoted 21 14 21
Median salary £55,000 £50,000 £28,000
Median salary % change year-on-year
+10.00% +78.57%
UK excluding London median salary £44,000 £35,000 £59,500
% change year-on-year
+25.71% -41.17%

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
74927 89028 92672
As % of all permanent IT jobs located in the UK 88.79% 88.30% 86.70%
Number of salaries quoted 61585 73757 75638
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 £31,500
10% offered a salary of more than £77,000 £75,000 £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 27 February 2017 within the UK.

Regression Analysis Salary Histogram in the UK

Regression Analysis
Top 15 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 27 February 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 +95 22 £55,000 +10.00% 2
Edinburgh - 13 £45,000 - 1
Scotland - 13 £45,000 - 1
London +61 12 £60,000 +20.00% 2
West Midlands +30 4 £50,000 +42.85%
East of England +16 4 £44,000 -29.60%
Solihull - 4 £50,000 -
Leighton Buzzard - 4 £44,000 -
Bedfordshire - 4 £44,000 -
City of London +26 1 £65,000 - 2
Northampton - 1 £40,000 -
Northamptonshire - 1 £40,000 -
Manchester - 1 £40,000 -
East Midlands - 1 £40,000 -
North West - 1 £40,000 -

Regression Analysis
Top 30 Related IT Skills

For the 6 months to 27 February 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 37 (62.71%) Analytics
2 36 (61.02%) Analytical Skills
3 33 (55.93%) SQL
4 31 (52.54%) R
5 28 (47.46%) Finance
6 27 (45.76%) Data Analysis
6 27 (45.76%) Degree
7 25 (42.37%) Python
8 24 (40.68%) SAS
9 20 (33.90%) Machine Learning
10 19 (32.20%) Decision Tree
11 18 (30.51%) Project Management
12 17 (28.81%) Data Mining
13 16 (27.12%) Marketing
14 15 (25.42%) Apache Pig
14 15 (25.42%) Business Analytics
15 14 (23.73%) Line Management
15 14 (23.73%) Apache Hive
15 14 (23.73%) Hadoop
16 13 (22.03%) Risk Management
16 13 (22.03%) Workflow
16 13 (22.03%) Change Control
16 13 (22.03%) Business Analysis
16 13 (22.03%) Anti-Money Laundering
16 13 (22.03%) Functional Testing
16 13 (22.03%) Case Management
17 12 (20.34%) Factor Analysis
17 12 (20.34%) KYC
17 12 (20.34%) Ambari
17 12 (20.34%) Legal

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 24 (40.68%) SAS
2 15 (25.42%) Apache Pig
3 6 (10.17%) Apache Spark
Applications
1 7 (11.86%) SPSS
2 5 (8.47%) MS Excel
3 2 (3.39%) Stata
4 1 (1.69%) MS Office
4 1 (1.69%) MS PowerPoint
Business Applications
1 4 (6.78%) Data Workbench
2 2 (3.39%) FastStats
3 1 (1.69%) SAP Oil and Gas
Cloud Services
1 1 (1.69%) Adobe Analytics
1 1 (1.69%) Google Cloud Platform
1 1 (1.69%) Microsoft Azure
Communications & Networking
1 2 (3.39%) ASN.1
Database & Business Intelligence
1 17 (28.81%) Data Mining
2 14 (23.73%) Apache Hive
2 14 (23.73%) Hadoop
3 10 (16.95%) Big Data
3 10 (16.95%) Spotfire
4 5 (8.47%) SQL Server
5 4 (6.78%) Power BI
6 2 (3.39%) BigQuery
6 2 (3.39%) BusinessObjects
7 1 (1.69%) HDInsight
7 1 (1.69%) Mahout
7 1 (1.69%) QlikView
7 1 (1.69%) Relational Database
7 1 (1.69%) SQL Server Integration Services
Development Applications
1 4 (6.78%) Rational DOORS
General
1 28 (47.46%) Finance
2 16 (27.12%) Marketing
3 12 (20.34%) Legal
4 5 (8.47%) Banking
4 5 (8.47%) Electronics
5 4 (6.78%) Pharmaceutical
6 3 (5.08%) Retail
7 2 (3.39%) Telecoms
8 1 (1.69%) Corporate Banking
8 1 (1.69%) Financial Institution
8 1 (1.69%) French Language
8 1 (1.69%) Games
8 1 (1.69%) German Language
8 1 (1.69%) Manufacturing
Job Titles
1 14 (23.73%) Analyst
2 12 (20.34%) Data Scientist
3 9 (15.25%) Consultant
3 9 (15.25%) Data Analyst
3 9 (15.25%) Senior Consultant
4 5 (8.47%) Customer Insight Manager
4 5 (8.47%) Insight Manager
5 4 (6.78%) Analytics Manager
5 4 (6.78%) Hadoop Consultant
5 4 (6.78%) Research Engineer
5 4 (6.78%) SAS Consultant
5 4 (6.78%) Senior SAS Consultant
5 4 (6.78%) Software Engineer
6 3 (5.08%) Pricing Manager
7 2 (3.39%) Business Intelligence Analyst
7 2 (3.39%) C/C++ Embedded Software Engineer
7 2 (3.39%) C/C++ Software Engineer
7 2 (3.39%) Embedded Engineer
7 2 (3.39%) Senior Analytics Manager
7 2 (3.39%) Senior Manager
Libraries, Frameworks & Software Standards
1 3 (5.08%) D3.js
1 3 (5.08%) Natural Language Processing
Miscellaneous
1 36 (61.02%) Analytical Skills
2 5 (8.47%) Algorithms
2 5 (8.47%) Foreign Exchange (FX)
3 4 (6.78%) Virtual Team
4 3 (5.08%) Field-Programmable Gate Array
4 3 (5.08%) VHDL
5 2 (3.39%) Computer Science
6 1 (1.69%) Credit Risk
Operating Systems
1 2 (3.39%) Embedded Linux
1 2 (3.39%) Linux
Processes & Methodologies
1 37 (62.71%) Analytics
2 27 (45.76%) Data Analysis
3 20 (33.90%) Machine Learning
4 19 (32.20%) Decision Tree
5 18 (30.51%) Project Management
6 15 (25.42%) Business Analytics
7 14 (23.73%) Line Management
8 13 (22.03%) Anti-Money Laundering
8 13 (22.03%) Business Analysis
8 13 (22.03%) Case Management
8 13 (22.03%) Change Control
8 13 (22.03%) Functional Testing
8 13 (22.03%) Risk Management
8 13 (22.03%) Workflow
9 12 (20.34%) Factor Analysis
9 12 (20.34%) KYC
10 10 (16.95%) Business Intelligence
10 10 (16.95%) Cluster Analysis
11 9 (15.25%) Statistical Analysis
11 9 (15.25%) Statistics
Programming Languages
1 33 (55.93%) SQL
2 31 (52.54%) R
3 25 (42.37%) Python
4 6 (10.17%) Scala
5 5 (8.47%) C++
6 4 (6.78%) VB
6 4 (6.78%) VBA
7 3 (5.08%) Java
7 3 (5.08%) Perl
7 3 (5.08%) Tcl
7 3 (5.08%) T-SQL
8 2 (3.39%) C
8 2 (3.39%) Embedded C
8 2 (3.39%) Embedded C++
8 2 (3.39%) MATLAB
Qualifications
1 27 (45.76%) Degree
2 5 (8.47%) CFA
3 4 (6.78%) Security Cleared
4 3 (5.08%) PhD
5 2 (3.39%) SC Cleared
System Software
1 3 (5.08%) Firmware
Systems Management
1 12 (20.34%) Ambari
Vendors
1 6 (10.17%) Tableau
2 5 (8.47%) Adobe
3 4 (6.78%) TIBCO
4 3 (5.08%) Altera
4 3 (5.08%) Xilinx
5 1 (1.69%) Microsoft
5 1 (1.69%) Oracle
5 1 (1.69%) SAP
5 1 (1.69%) Teradata
City, London
Informatiq Consulting
Posted: 15 hours ago
Edinburgh, Midlothian
Informatiq Consulting
Posted: 5 days ago
City, London
Informatiq Consulting
Posted: 6 days ago