Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Multivariate Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Multivariate Analysis over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Multivariate Analysis
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1142 1184 1271
Rank change year-on-year +42 +87 +28
Permanent jobs citing Multivariate Analysis 17 1 6
As % of all permanent IT jobs advertised in England 0.010% 0.001% 0.003%
As % of the Processes & Methodologies category 0.011% 0.001% 0.003%
Number of salaries quoted 15 1 4
England median annual salary £55,000 £27,500 £41,250
Median salary % change year-on-year +100.00% -33.33% -15.82%
10th Percentile £38,000 £23,750 £36,250
90th Percentile £57,500 £31,250 £51,000
UK median annual salary £55,000 £27,500 £41,250
% change year-on-year +100.00% -33.33% -15.82%

Multivariate 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 150826 160156 182795
As % of all permanent IT jobs advertised in England 89.93% 89.37% 88.72%
Number of salaries quoted 119888 134356 152138
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Multivariate Analysis
Job Vacancy Trend in England

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

Job vacancy trend for Multivariate Analysis in England

Multivariate Analysis
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Multivariate Analysis in England.

Salary trend for Multivariate Analysis in England

Multivariate Analysis
Salary Histogram in England

The salary distribution of IT jobs citing Multivariate Analysis in England over the 6 months to 18 November 2017.

Salary histogram for Multivariate Analysis in England

Multivariate 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 Multivariate Analysis within the England region over the 6 months to 18 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
North of England +16 10 £55,000 +100.00%
Yorkshire - 10 £55,000 -
London - 6 £47,500 -
East of England - 1 £45,000 -
Multivariate Analysis
UK

For the 6 months to 18 November 2017, IT jobs citing Multivariate 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 Multivariate Analysis.

1 17 (100.00%) SQL
2 15 (88.24%) Analytics
3 14 (82.35%) Analytical Skills
4 13 (76.47%) VBA
4 13 (76.47%) Data Modelling
4 13 (76.47%) Data Mining
4 13 (76.47%) SAS
4 13 (76.47%) Data Warehouse
5 11 (64.71%) SPSS
6 10 (58.82%) Pricing Strategy
6 10 (58.82%) Stakeholder Engagement
6 10 (58.82%) MS Access
7 8 (47.06%) Data Analysis
7 8 (47.06%) OpenUP
8 6 (35.29%) Statistical Modelling
8 6 (35.29%) Mathematics
9 5 (29.41%) Economics
9 5 (29.41%) Statistics
9 5 (29.41%) Operations Research
10 4 (23.53%) R
11 3 (17.65%) Creative Problem-Solving
11 3 (17.65%) Power BI
11 3 (17.65%) Linear Regression
11 3 (17.65%) Continuous Improvement
11 3 (17.65%) Machine Learning
11 3 (17.65%) Big Data
11 3 (17.65%) Qualitative Analysis
11 3 (17.65%) Marketing
11 3 (17.65%) Degree
11 3 (17.65%) Microsoft Excel

Multivariate 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 13 (76.47%) SAS
Applications
1 11 (64.71%) SPSS
2 3 (17.65%) Microsoft Excel
Cloud Services
1 3 (17.65%) Google Analytics
Database & Business Intelligence
1 13 (76.47%) Data Mining
1 13 (76.47%) Data Warehouse
2 10 (58.82%) MS Access
3 3 (17.65%) Big Data
3 3 (17.65%) Power BI
General
1 3 (17.65%) Finance
1 3 (17.65%) Marketing
2 2 (11.76%) Publishing
2 2 (11.76%) Retail
Job Titles
1 11 (64.71%) Data Scientist
2 6 (35.29%) Analyst
3 4 (23.53%) SQL Analyst
4 3 (17.65%) Business Intelligence Analyst
5 2 (11.76%) Excel Analyst
5 2 (11.76%) Insight Analyst
6 1 (5.88%) Campaign Analyst
6 1 (5.88%) CRM Analyst
6 1 (5.88%) SAS Analyst
6 1 (5.88%) SAS Campaign Analyst
6 1 (5.88%) Senior Analyst
6 1 (5.88%) Senior Campaign Analyst
6 1 (5.88%) Senior SAS Analyst
6 1 (5.88%) SPSS Analyst
6 1 (5.88%) SQL Data Analyst
Miscellaneous
1 14 (82.35%) Analytical Skills
2 2 (11.76%) Computer Science
Processes & Methodologies
1 15 (88.24%) Analytics
2 13 (76.47%) Data Modelling
3 10 (58.82%) Pricing Strategy
3 10 (58.82%) Stakeholder Engagement
4 8 (47.06%) Data Analysis
4 8 (47.06%) OpenUP
5 6 (35.29%) Mathematics
5 6 (35.29%) Statistical Modelling
6 5 (29.41%) Economics
6 5 (29.41%) Operations Research
6 5 (29.41%) Statistics
7 3 (17.65%) Business Intelligence
7 3 (17.65%) Continuous Improvement
7 3 (17.65%) Creative Problem-Solving
7 3 (17.65%) Data Extraction
7 3 (17.65%) E-Commerce
7 3 (17.65%) Linear Regression
7 3 (17.65%) Machine Learning
7 3 (17.65%) Qualitative Analysis
8 2 (11.76%) Visual Analytics
Programming Languages
1 17 (100.00%) SQL
2 13 (76.47%) VBA
3 4 (23.53%) R
4 2 (11.76%) Python
Qualifications
1 3 (17.65%) Degree
2 2 (11.76%) Numerate Degree
Vendors
1 3 (17.65%) Google
2 2 (11.76%) Tableau
3 1 (5.88%) Alteryx