The table below looks at the statistics for Regression Analysis skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Regression Analysis over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Regression Analysis
Rank 882 922 936
Rank change year-on-year
+40 +14
Permanent jobs citing Regression Analysis 12 16 31
As % of all permanent IT jobs located in England 0.013% 0.016% 0.028%
As % of the Processes & Methodologies category 0.015% 0.019% 0.033%
Number of salaries quoted 11 16 19
Median salary £66,000 £30,000 £60,000
Median salary % change year-on-year
+120.00% -50.00%
90% offered a salary of more than £42,500 £23,000 £33,800
10% offered a salary of more than £87,500 £41,250 £80,000
UK excluding London median salary £43,750 £31,500 £34,500
% change year-on-year
+38.88% -8.69%
Regression Analysis
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
81094 85836 94997
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68286 70492 77872
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 £32,000 £31,500
10% offered a salary of more than £77,500 £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 in England

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

Regression Analysis Jobs Demand Trend 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 across the England region.

Regression Analysis Salary Trend in England

Regression Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Regression Analysis across the England region over the 3 months to 24 May 2016.

Regression Analysis Salary Histogram 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 24 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
London +33 8 £87,500 +133.33%
North West +23 2 £45,000 +26.76% 2
South West +7 2 £41,250 +28.90% 1
Regression Analysis
UK

Regression Analysis
Top 30 Related IT Skills in England

For the 6 months to 24 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 across the England region with a requirement for Regression Analysis.

1 14 (53.85%) SQL
1 14 (53.85%) Analytical Skills
2 13 (50.00%) Analytics
3 12 (46.15%) Mathematics
4 10 (38.46%) Marketing
4 10 (38.46%) Degree
5 9 (34.62%) Statistics
6 8 (30.77%) Machine Learning
7 7 (26.92%) Big Data
7 7 (26.92%) Applied Mathematics
7 7 (26.92%) Hadoop
7 7 (26.92%) R
7 7 (26.92%) Finance
7 7 (26.92%) Python
7 7 (26.92%) CRM
7 7 (26.92%) PhD
7 7 (26.92%) SAS
8 6 (23.08%) Business Intelligence
8 6 (23.08%) SPSS
8 6 (23.08%) Retail
8 6 (23.08%) Computer Science
8 6 (23.08%) Time Series Analysis
9 5 (19.23%) Probability Theory
9 5 (19.23%) Apache Spark
9 5 (19.23%) Bayesian Methods
9 5 (19.23%) Scala
9 5 (19.23%) Algorithmic Trading
9 5 (19.23%) Monte Carlo Method
9 5 (19.23%) Hedge funds
9 5 (19.23%) Predictive Modelling

Regression Analysis
Top Related 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 7 (26.92%) SAS
2 5 (19.23%) Apache Spark
Applications
1 6 (23.08%) SPSS
2 3 (11.54%) MS Excel
Business Applications
1 2 (7.69%) SAP Oil and Gas
Cloud Services
1 1 (3.85%) Amazon AWS
1 1 (3.85%) Amazon EC2
1 1 (3.85%) Amazon S3
1 1 (3.85%) Google Analytics
Communications & Networking
1 1 (3.85%) ASN.1
Database & Business Intelligence
1 7 (26.92%) Big Data
1 7 (26.92%) Hadoop
2 3 (11.54%) Data Mining
2 3 (11.54%) NoSQL
2 3 (11.54%) Relational Database
2 3 (11.54%) SQL Server
3 2 (7.69%) MySQL
4 1 (3.85%) Amazon RDS
4 1 (3.85%) MongoDB
4 1 (3.85%) PostgreSQL
Development Applications
1 1 (3.85%) GCC
General
1 10 (38.46%) Marketing
2 7 (26.92%) Finance
3 6 (23.08%) Retail
4 3 (11.54%) Electronics
5 2 (7.69%) Advertising
5 2 (7.69%) French Language
5 2 (7.69%) Games
5 2 (7.69%) German Language
5 2 (7.69%) Italian Language
5 2 (7.69%) Manufacturing
5 2 (7.69%) Spanish Language
5 2 (7.69%) Telecoms
6 1 (3.85%) Back Office
Job Titles
1 12 (46.15%) Data Scientist
2 7 (26.92%) Analyst
3 3 (11.54%) Analytics Manager
3 3 (11.54%) Business Intelligence Analyst
3 3 (11.54%) CRM Manager
3 3 (11.54%) Qualitative Analyst
3 3 (11.54%) Quantitative Analyst
3 3 (11.54%) Senior Data Scientist
4 2 (7.69%) Software Engineer
5 1 (3.85%) C++ Developer
5 1 (3.85%) C++ Software Developer
5 1 (3.85%) Consultant
5 1 (3.85%) Data Analyst
5 1 (3.85%) Data Consultant
5 1 (3.85%) Developer
5 1 (3.85%) Senior C++ Developer
5 1 (3.85%) Senior C++ Software Engineer
5 1 (3.85%) Senior Developer
5 1 (3.85%) Software Developer
5 1 (3.85%) Statistician
Libraries, Frameworks & Software Standards
1 1 (3.85%) D3.js
1 1 (3.85%) Natural Language Processing
Miscellaneous
1 14 (53.85%) Analytical Skills
2 12 (46.15%) Mathematics
3 9 (34.62%) Statistics
4 7 (26.92%) Applied Mathematics
5 6 (23.08%) Computer Science
6 5 (19.23%) Hedge funds
7 3 (11.54%) Data Extraction
8 2 (7.69%) Economics
8 2 (7.69%) Psychology
8 2 (7.69%) Visualisation
9 1 (3.85%) Algorithms
9 1 (3.85%) Data Structures
9 1 (3.85%) Embedded Systems
9 1 (3.85%) Equities
9 1 (3.85%) Fixed Income
Operating Systems
1 1 (3.85%) VxWorks
Processes & Methodologies
1 13 (50.00%) Analytics
2 8 (30.77%) Machine Learning
3 7 (26.92%) CRM
4 6 (23.08%) Business Intelligence
4 6 (23.08%) Time Series Analysis
5 5 (19.23%) Algorithmic Trading
5 5 (19.23%) Bayesian Methods
5 5 (19.23%) Monte Carlo Method
5 5 (19.23%) Predictive Modelling
5 5 (19.23%) Probability Theory
6 4 (15.38%) Statistical Analysis
7 3 (11.54%) Customer Intelligence
7 3 (11.54%) Customer Segmentation
7 3 (11.54%) Data Analytics
7 3 (11.54%) Direct Marketing
7 3 (11.54%) Operations Research
7 3 (11.54%) Performance Monitoring
7 3 (11.54%) Project Management
7 3 (11.54%) Stakeholder Management
8 2 (7.69%) Marketing Analytics
Programming Languages
1 14 (53.85%) SQL
2 7 (26.92%) Python
2 7 (26.92%) R
3 5 (19.23%) MATLAB
3 5 (19.23%) Scala
4 2 (7.69%) C++
4 2 (7.69%) VB
5 1 (3.85%) C
5 1 (3.85%) Embedded C++
5 1 (3.85%) Java
5 1 (3.85%) VBA
5 1 (3.85%) VC++
Qualifications
1 10 (38.46%) Degree
2 7 (26.92%) PhD
3 1 (3.85%) SC Cleared
3 1 (3.85%) Security Cleared
Quality Assurance & Compliance
1 1 (3.85%) Data Quality
1 1 (3.85%) QA
System Software
1 2 (7.69%) HDFS
Vendors
1 4 (15.38%) Oracle
2 2 (7.69%) Microsoft
2 2 (7.69%) SAP
3 1 (3.85%) Google
3 1 (3.85%) Green Hills
3 1 (3.85%) Minitab
3 1 (3.85%) Tableau
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