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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Regression Analysis
Rank 907 948 963
Rank change year-on-year
+41 +15
Permanent jobs citing Regression Analysis 14 19 40
As % of all permanent IT jobs located in the UK 0.014% 0.018% 0.033%
As % of the Processes & Methodologies category 0.016% 0.020% 0.039%
Number of salaries quoted 13 19 27
Median salary £66,000 £31,500 £51,500
Median salary % change year-on-year
+109.52% -38.83%
90% offered a salary of more than £43,000 £23,000 £32,000
10% offered a salary of more than £87,500 £40,500 £80,000
UK excluding London median salary £45,000 £31,500 £34,500
% change year-on-year
+42.85% -8.69%

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
86262 93359 103515
As % of all permanent IT jobs located in the UK 87.85% 86.36% 85.34%
Number of salaries quoted 71870 75862 84172
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 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 May 2016 within the UK.

Regression Analysis Salary Histogram in the UK

Regression Analysis
Top 7 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 30 May 2016. 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
(Click see detailed
statistics and trends)
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 +47 14 £66,000 +106.25% 2
London +37 9 £87,500 +118.75%
North West +19 3 £45,000 +26.76% 1
Manchester - 3 £45,000 - 1
South West +9 2 £41,250 +28.90%
Gloucestershire -4 2 £41,250 +28.90%
Tewkesbury +3 1 £40,000 +25.00%

Regression Analysis
Top 30 Related IT Skills

For the 6 months to 30 May 2016, 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 16 (55.17%) SQL
1 16 (55.17%) Analytics
2 15 (51.72%) Analytical Skills
3 14 (48.28%) Mathematics
4 13 (44.83%) Marketing
5 11 (37.93%) Degree
6 10 (34.48%) Statistics
7 8 (27.59%) Applied Mathematics
7 8 (27.59%) Machine Learning
7 8 (27.59%) Big Data
7 8 (27.59%) CRM
7 8 (27.59%) PhD
7 8 (27.59%) SAS
7 8 (27.59%) Retail
7 8 (27.59%) Finance
8 7 (24.14%) Business Intelligence
8 7 (24.14%) SPSS
8 7 (24.14%) Python
8 7 (24.14%) R
8 7 (24.14%) Hadoop
9 6 (20.69%) Predictive Modelling
9 6 (20.69%) Computer Science
9 6 (20.69%) Time Series Analysis
9 6 (20.69%) Oracle
10 5 (17.24%) MATLAB
10 5 (17.24%) Probability Theory
10 5 (17.24%) Bayesian Methods
10 5 (17.24%) Scala
10 5 (17.24%) Data Analytics
10 5 (17.24%) Hedge funds

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 8 (27.59%) SAS
2 5 (17.24%) Apache Spark
Applications
1 7 (24.14%) SPSS
2 3 (10.34%) MS Excel
Business Applications
1 3 (10.34%) SAP Oil and Gas
Cloud Services
1 1 (3.45%) Amazon AWS
1 1 (3.45%) Amazon EC2
1 1 (3.45%) Amazon S3
1 1 (3.45%) Google Analytics
Communications & Networking
1 1 (3.45%) ASN.1
Database & Business Intelligence
1 8 (27.59%) Big Data
2 7 (24.14%) Hadoop
3 4 (13.79%) Data Mining
4 3 (10.34%) NoSQL
4 3 (10.34%) Relational Database
4 3 (10.34%) SQL Server
5 2 (6.90%) MySQL
6 1 (3.45%) Amazon RDS
6 1 (3.45%) MongoDB
6 1 (3.45%) PostgreSQL
Development Applications
1 1 (3.45%) GCC
General
1 13 (44.83%) Marketing
2 8 (27.59%) Finance
2 8 (27.59%) Retail
3 4 (13.79%) Electronics
4 3 (10.34%) Advertising
4 3 (10.34%) French Language
4 3 (10.34%) Games
4 3 (10.34%) German Language
4 3 (10.34%) Italian Language
4 3 (10.34%) Manufacturing
4 3 (10.34%) Spanish Language
4 3 (10.34%) Telecoms
5 1 (3.45%) Back Office
Job Titles
1 13 (44.83%) Data Scientist
2 8 (27.59%) Analyst
3 4 (13.79%) Analytics Manager
3 4 (13.79%) CRM Manager
4 3 (10.34%) Business Intelligence Analyst
4 3 (10.34%) Qualitative Analyst
4 3 (10.34%) Quantitative Analyst
4 3 (10.34%) Senior Data Scientist
5 2 (6.90%) Data Analyst
5 2 (6.90%) Software Engineer
6 1 (3.45%) C++ Developer
6 1 (3.45%) C++ Software Engineer
6 1 (3.45%) Consultant
6 1 (3.45%) Developer
6 1 (3.45%) Senior Analyst
6 1 (3.45%) Senior Developer
6 1 (3.45%) Senior Software Developer
6 1 (3.45%) Senior Software Engineer
6 1 (3.45%) Software Developer
6 1 (3.45%) Statistician
Libraries, Frameworks & Software Standards
1 1 (3.45%) D3.js
1 1 (3.45%) Natural Language Processing
Miscellaneous
1 15 (51.72%) Analytical Skills
2 14 (48.28%) Mathematics
3 10 (34.48%) Statistics
4 8 (27.59%) Applied Mathematics
5 6 (20.69%) Computer Science
6 5 (17.24%) Hedge funds
7 3 (10.34%) Data Extraction
7 3 (10.34%) Economics
7 3 (10.34%) Psychology
8 2 (6.90%) Visualisation
9 1 (3.45%) Algorithms
9 1 (3.45%) Data Structures
9 1 (3.45%) Embedded Systems
9 1 (3.45%) Equities
9 1 (3.45%) Fixed Income
Operating Systems
1 1 (3.45%) VxWorks
Processes & Methodologies
1 16 (55.17%) Analytics
2 8 (27.59%) CRM
2 8 (27.59%) Machine Learning
3 7 (24.14%) Business Intelligence
4 6 (20.69%) Predictive Modelling
4 6 (20.69%) Time Series Analysis
5 5 (17.24%) Algorithmic Trading
5 5 (17.24%) Bayesian Methods
5 5 (17.24%) Data Analytics
5 5 (17.24%) Monte Carlo Method
5 5 (17.24%) Probability Theory
6 4 (13.79%) Customer Intelligence
6 4 (13.79%) Customer Segmentation
6 4 (13.79%) Direct Marketing
6 4 (13.79%) Operations Research
6 4 (13.79%) Performance Monitoring
6 4 (13.79%) Project Management
6 4 (13.79%) Stakeholder Management
6 4 (13.79%) Statistical Analysis
7 3 (10.34%) Data Management
Programming Languages
1 16 (55.17%) SQL
2 7 (24.14%) Python
2 7 (24.14%) R
3 5 (17.24%) MATLAB
3 5 (17.24%) Scala
4 3 (10.34%) VB
5 2 (6.90%) C++
5 2 (6.90%) VBA
6 1 (3.45%) C
6 1 (3.45%) Embedded C++
6 1 (3.45%) Java
6 1 (3.45%) VC++
Qualifications
1 11 (37.93%) Degree
2 8 (27.59%) PhD
3 1 (3.45%) SC Cleared
3 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
1 1 (3.45%) QA
System Software
1 2 (6.90%) HDFS
Vendors
1 6 (20.69%) Oracle
2 3 (10.34%) SAP
3 2 (6.90%) Microsoft
4 1 (3.45%) Google
4 1 (3.45%) Green Hills
4 1 (3.45%) Minitab
4 1 (3.45%) Tableau
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