Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Regression Analysis
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1156 1173 1260
Rank change year-on-year +17 +87 +22
Permanent jobs citing Regression Analysis 10 30 17
As % of all permanent IT jobs advertised in England 0.006% 0.017% 0.008%
As % of the Processes & Methodologies category 0.007% 0.019% 0.009%
Number of salaries quoted 9 23 16
England median annual salary £50,000 £42,500 £47,550
Median salary % change year-on-year +17.65% -10.62% +5.67%
10th Percentile £34,977 £36,100 £38,625
90th Percentile £73,000 £69,200 £56,250
UK median annual salary £42,500 £42,500 £47,550
% change year-on-year - -10.62% +5.67%

Regression Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 151759 160141 181584
As % of all permanent IT jobs advertised in England 89.91% 89.40% 88.76%
Number of salaries quoted 120765 134253 151176
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,500 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Regression Analysis
Job Vacancy Trend in England

Job postings citing Regression Analysis as a percentage of all IT jobs advertised in England.

Job vacancy trend for Regression Analysis 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 in England.

Salary trend for Regression Analysis in England

Regression Analysis
Salary Histogram in England

The salary distribution of IT jobs citing Regression Analysis in England over the 6 months to 23 November 2017.

Salary histogram for Regression Analysis 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South West +3 3 £39,991 -0.02%
London +2 3 £57,500 +7.73% 3
South East +29 2 £50,000 +25.00%
North of England +9 1 - -
Yorkshire - 1 - -
East of England - 1 £70,000 -
Regression Analysis
UK

For the 6 months to 23 November 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 across the England region with a requirement for Regression Analysis.

1 6 (60.00%) Machine Learning
1 6 (60.00%) Algorithms
2 5 (50.00%) Analytical Skills
2 5 (50.00%) R
2 5 (50.00%) Degree
2 5 (50.00%) SQL
2 5 (50.00%) Python
2 5 (50.00%) Statistics
2 5 (50.00%) Marketing
3 4 (40.00%) JavaScript
3 4 (40.00%) MATLAB
3 4 (40.00%) SAS
3 4 (40.00%) Mathematics
3 4 (40.00%) Predictive Modelling
3 4 (40.00%) Statistical Analysis
3 4 (40.00%) Natural Language Processing
3 4 (40.00%) Big Data
3 4 (40.00%) Data Munging
3 4 (40.00%) Bayesian Methods
3 4 (40.00%) Time Series Analysis
3 4 (40.00%) Econometric Modelling
4 3 (30.00%) Collaborative Working
4 3 (30.00%) TensorFlow
4 3 (30.00%) Theano
4 3 (30.00%) Geospatial Data
4 3 (30.00%) Factor Analysis
4 3 (30.00%) Analytics
4 3 (30.00%) Apache Spark
4 3 (30.00%) Impala
4 3 (30.00%) Data Privacy

Regression Analysis
Co-occurring 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 4 (40.00%) SAS
2 3 (30.00%) Apache Spark
Applications
1 3 (30.00%) Microsoft Excel
1 3 (30.00%) SPSS
2 1 (10.00%) Microsoft PowerPoint
Cloud Services
1 3 (30.00%) Cloud Computing
1 3 (30.00%) Google Cloud Platform
2 2 (20.00%) Dialogflow
3 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 4 (40.00%) Big Data
2 3 (30.00%) Apache Hive
2 3 (30.00%) BigQuery
2 3 (30.00%) Geospatial Data
2 3 (30.00%) GIS
2 3 (30.00%) Hadoop
2 3 (30.00%) Impala
2 3 (30.00%) NoSQL
3 2 (20.00%) Power BI
4 1 (10.00%) Data Mining
4 1 (10.00%) Oracle BI EE
General
1 5 (50.00%) Marketing
2 3 (30.00%) Law
3 2 (20.00%) Finance
4 1 (10.00%) Advertising
4 1 (10.00%) Retail
4 1 (10.00%) Retail Finance
Job Titles
1 5 (50.00%) Data Scientist
2 4 (40.00%) Analyst
3 1 (10.00%) Analytics Manager
3 1 (10.00%) Credit Analyst
3 1 (10.00%) Credit Risk Analyst
3 1 (10.00%) Data Analyst
3 1 (10.00%) Data Analytics Manager
3 1 (10.00%) Data Manager
3 1 (10.00%) Machine Learning Scientist
3 1 (10.00%) Risk Analyst
3 1 (10.00%) Senior Analyst
3 1 (10.00%) Senior Credit Risk Analyst
3 1 (10.00%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 4 (40.00%) Natural Language Processing
2 3 (30.00%) D3.js
2 3 (30.00%) TensorFlow
2 3 (30.00%) Theano
Miscellaneous
1 6 (60.00%) Algorithms
2 5 (50.00%) Analytical Skills
3 3 (30.00%) Blog
3 3 (30.00%) Data Protection Act
3 3 (30.00%) Management Information System
4 1 (10.00%) Credit Risk
Processes & Methodologies
1 6 (60.00%) Machine Learning
2 5 (50.00%) Statistics
3 4 (40.00%) Bayesian Methods
3 4 (40.00%) Data Munging
3 4 (40.00%) Econometric Modelling
3 4 (40.00%) Mathematics
3 4 (40.00%) Predictive Modelling
3 4 (40.00%) Statistical Analysis
3 4 (40.00%) Time Series Analysis
4 3 (30.00%) Agile Software Development
4 3 (30.00%) Analytics
4 3 (30.00%) Applied Mathematics
4 3 (30.00%) Collaborative Working
4 3 (30.00%) Data Privacy
4 3 (30.00%) Data Visualisation
4 3 (30.00%) Factor Analysis
4 3 (30.00%) Project Planning
4 3 (30.00%) Rapid Prototyping
4 3 (30.00%) Unit Testing
4 3 (30.00%) Web Development
Programming Languages
1 5 (50.00%) Python
1 5 (50.00%) R
1 5 (50.00%) SQL
2 4 (40.00%) JavaScript
2 4 (40.00%) MATLAB
3 1 (10.00%) VBA
Qualifications
1 5 (50.00%) Degree
2 3 (30.00%) Postgraduate
3 1 (10.00%) Numerate Degree
Vendors
1 1 (10.00%) Google
1 1 (10.00%) Tableau
1 1 (10.00%) Twitter