Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Regression Analysis
UK
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 1149 1123 1262
Rank change year-on-year -26 +139 +27
Permanent jobs citing Regression Analysis 18 56 20
As % of all permanent IT jobs advertised in the UK 0.010% 0.032% 0.010%
As % of the Processes & Methodologies category 0.012% 0.036% 0.011%
Number of salaries quoted 17 34 19
UK median annual salary £50,000 £45,000 £47,600
Median salary % change year-on-year +11.11% -5.46% +34.08%
10th Percentile £22,500 £37,500 £32,500
90th Percentile £63,500 £71,925 £60,750
UK excluding London median annual salary £50,000 £44,000 £35,000
% change year-on-year +13.64% +25.71% -7.89%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 155,849 156,291 185,435
As % of all permanent IT jobs advertised in the UK 89.86% 89.54% 88.88%
Number of salaries quoted 125,378 129,131 153,692
UK median annual salary £50,000 £48,750 £47,500
Median salary % change year-on-year +2.56% +2.63% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £79,000 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Regression Analysis
Job Vacancy Trend

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

Job vacancy trend for Regression Analysis 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.

Salary trend for Regression Analysis in the UK

Regression Analysis
Salary Histogram

The salary distribution of IT jobs citing Regression Analysis over the 6 months to 22 January 2018.

Salary histogram for Regression Analysis in the UK

Regression Analysis
Top 6 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 6 months to 22 January 2018. 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
England -5 18 £50,000 +11.11% 5
London -7 15 £50,000 -9.09% 5
UK excluding London -36 3 £50,000 +13.64%
South East +6 2 £50,000 +25.00%
North of England -3 1 - -
Yorkshire - 1 - -

For the 6 months to 22 January 2018, 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 12 (66.67%) Python
1 12 (66.67%) R
2 9 (50.00%) Natural Language Processing
2 9 (50.00%) Machine Learning
2 9 (50.00%) Big Data
2 9 (50.00%) Bayesian Methods
2 9 (50.00%) Time Series Analysis
2 9 (50.00%) Logistic Regression
2 9 (50.00%) Microsoft Azure
2 9 (50.00%) MATLAB
2 9 (50.00%) Neural Network
2 9 (50.00%) Linear Regression
3 8 (44.44%) SDLC
3 8 (44.44%) Marketing
4 6 (33.33%) Algorithms
4 6 (33.33%) Data Munging
4 6 (33.33%) Statistics
4 6 (33.33%) Data Modelling
5 5 (27.78%) SQL
5 5 (27.78%) Finance
5 5 (27.78%) Customer Segmentation
5 5 (27.78%) Analytics
5 5 (27.78%) Degree
5 5 (27.78%) Online Marketing
5 5 (27.78%) Behavioural Change
6 3 (16.67%) Econometric Modelling
6 3 (16.67%) Mathematics
6 3 (16.67%) Marketing Analytics
6 3 (16.67%) Twitter
6 3 (16.67%) Analytical Skills

Regression Analysis
Co-occurring 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 2 (11.11%) Apache Spark
Applications
1 3 (16.67%) Microsoft Excel
2 2 (11.11%) Microsoft Office
2 2 (11.11%) SPSS
2 2 (11.11%) Stata
Cloud Services
1 9 (50.00%) Microsoft Azure
2 2 (11.11%) Dialogflow
3 1 (5.56%) Amazon AWS
Communications & Networking
1 1 (5.56%) Internet
Database & Business Intelligence
1 9 (50.00%) Big Data
2 2 (11.11%) Apache Cassandra
2 2 (11.11%) Data Mining
2 2 (11.11%) Hadoop
2 2 (11.11%) HBase
2 2 (11.11%) MongoDB
2 2 (11.11%) NoSQL
2 2 (11.11%) Power BI
3 1 (5.56%) MySQL
General
1 8 (44.44%) Marketing
2 5 (27.78%) Finance
3 3 (16.67%) Advertising
4 1 (5.56%) Retail
4 1 (5.56%) Retail Finance
Job Titles
1 9 (50.00%) Analyst
1 9 (50.00%) Data Scientist
2 7 (38.89%) Machine Learning Scientist
3 5 (27.78%) Data Analyst
4 3 (16.67%) Research Analyst
5 1 (5.56%) Credit Analyst
5 1 (5.56%) Credit Risk Analyst
5 1 (5.56%) Risk Analyst
5 1 (5.56%) Senior Analyst
5 1 (5.56%) Senior Credit Risk Analyst
5 1 (5.56%) Senior Data Scientist
5 1 (5.56%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 9 (50.00%) Natural Language Processing
2 1 (5.56%) Web Services
Miscellaneous
1 6 (33.33%) Algorithms
2 3 (16.67%) Analytical Skills
3 1 (5.56%) Computer Science
3 1 (5.56%) Credit Risk
Processes & Methodologies
1 9 (50.00%) Bayesian Methods
1 9 (50.00%) Linear Regression
1 9 (50.00%) Logistic Regression
1 9 (50.00%) Machine Learning
1 9 (50.00%) Neural Network
1 9 (50.00%) Time Series Analysis
2 8 (44.44%) SDLC
3 6 (33.33%) Data Modelling
3 6 (33.33%) Data Munging
3 6 (33.33%) Statistics
4 5 (27.78%) Analytics
4 5 (27.78%) Behavioural Change
4 5 (27.78%) Customer Segmentation
4 5 (27.78%) Online Marketing
5 3 (16.67%) Business Intelligence
5 3 (16.67%) Econometric Modelling
5 3 (16.67%) Econometrics
5 3 (16.67%) Marketing Analytics
5 3 (16.67%) Mathematics
6 2 (11.11%) Statistical Analysis
Programming Languages
1 12 (66.67%) Python
1 12 (66.67%) R
2 9 (50.00%) MATLAB
3 5 (27.78%) SQL
4 3 (16.67%) JavaScript
5 1 (5.56%) C
5 1 (5.56%) C++
5 1 (5.56%) Java
5 1 (5.56%) Scala
Qualifications
1 5 (27.78%) Degree
2 1 (5.56%) PhD
System Software
1 1 (5.56%) Docker
Vendors
1 3 (16.67%) Google
1 3 (16.67%) Twitter
2 2 (11.11%) Cloudera
2 2 (11.11%) Microsoft