Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Multivariate Analysis
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1183 1217 1302
Rank change year-on-year +34 +85 +22
Permanent jobs citing Multivariate Analysis 15 1 6
As % of all permanent IT jobs advertised in the UK 0.008% 0.001% 0.003%
As % of the Processes & Methodologies category 0.009% 0.001% 0.003%
Number of salaries quoted 14 1 4
UK median annual salary £55,000 £27,500 £41,250
Median salary % change year-on-year +100.00% -33.33% -15.82%
10th Percentile £37,250 £23,750 £36,250
90th Percentile £57,500 £31,250 £51,000
UK excluding London median annual salary £55,000 £27,500 -
% change year-on-year +100.00% - -

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 160296 168588 194039
As % of all permanent IT jobs advertised in the UK 89.92% 89.36% 88.77%
Number of salaries quoted 126459 140088 159820
UK median annual salary £50,000 £49,476 £47,500
Median salary % change year-on-year +1.06% +4.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

Multivariate Analysis
Job Vacancy Trend

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

Job vacancy trend for Multivariate Analysis in the UK

Multivariate Analysis
Salary Trend

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

Salary trend for Multivariate Analysis in the UK

Multivariate Analysis
Salary Histogram

The salary distribution of IT jobs citing Multivariate Analysis over the 6 months to 19 November 2017.

Salary histogram for Multivariate Analysis in the UK

Multivariate 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 Multivariate Analysis within the UK over the 6 months to 19 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
England +55 15 £55,000 +100.00%
UK excluding London +47 10 £55,000 +100.00%
North of England +10 9 £55,000 +100.00%
Yorkshire - 9 £55,000 -
London - 5 £45,000 -
East of England - 1 £45,000 -

For the 6 months to 19 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 with a requirement for Multivariate Analysis.

1 15 (100.00%) SQL
2 14 (93.33%) Analytics
3 13 (86.67%) Analytical Skills
4 12 (80.00%) Data Warehouse
4 12 (80.00%) SAS
5 11 (73.33%) Data Modelling
5 11 (73.33%) Data Mining
5 11 (73.33%) VBA
6 10 (66.67%) SPSS
7 9 (60.00%) Stakeholder Engagement
7 9 (60.00%) Pricing Strategy
7 9 (60.00%) MS Access
8 8 (53.33%) Data Analysis
8 8 (53.33%) OpenUP
9 5 (33.33%) Statistical Modelling
9 5 (33.33%) Mathematics
10 4 (26.67%) Statistics
10 4 (26.67%) Operations Research
10 4 (26.67%) Economics
10 4 (26.67%) R
11 3 (20.00%) Big Data
12 2 (13.33%) Visual Analytics
12 2 (13.33%) Power BI
12 2 (13.33%) Creative Problem-Solving
12 2 (13.33%) Linear Regression
12 2 (13.33%) Qualitative Analysis
12 2 (13.33%) Business Analytics
12 2 (13.33%) Data Visualisation
12 2 (13.33%) Tableau
12 2 (13.33%) Continuous Improvement

Multivariate 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 12 (80.00%) SAS
Applications
1 10 (66.67%) SPSS
2 2 (13.33%) Microsoft Excel
Cloud Services
1 2 (13.33%) Google Analytics
Database & Business Intelligence
1 12 (80.00%) Data Warehouse
2 11 (73.33%) Data Mining
3 9 (60.00%) MS Access
4 3 (20.00%) Big Data
5 2 (13.33%) Power BI
General
1 2 (13.33%) Finance
1 2 (13.33%) Marketing
1 2 (13.33%) Publishing
1 2 (13.33%) Retail
Job Titles
1 10 (66.67%) Data Scientist
2 5 (33.33%) Analyst
3 3 (20.00%) SQL Analyst
4 2 (13.33%) Business Intelligence Analyst
4 2 (13.33%) Insight Analyst
5 1 (6.67%) Campaign Analyst
5 1 (6.67%) CRM Analyst
5 1 (6.67%) Excel Analyst
5 1 (6.67%) SAS Analyst
5 1 (6.67%) SAS Campaign Analyst
5 1 (6.67%) Senior Analyst
5 1 (6.67%) Senior Campaign Analyst
5 1 (6.67%) Senior SAS Analyst
5 1 (6.67%) SPSS Analyst
5 1 (6.67%) SQL Data Analyst
Miscellaneous
1 13 (86.67%) Analytical Skills
2 1 (6.67%) Computer Science
Processes & Methodologies
1 14 (93.33%) Analytics
2 11 (73.33%) Data Modelling
3 9 (60.00%) Pricing Strategy
3 9 (60.00%) Stakeholder Engagement
4 8 (53.33%) Data Analysis
4 8 (53.33%) OpenUP
5 5 (33.33%) Mathematics
5 5 (33.33%) Statistical Modelling
6 4 (26.67%) Economics
6 4 (26.67%) Operations Research
6 4 (26.67%) Statistics
7 2 (13.33%) Business Analytics
7 2 (13.33%) Business Intelligence
7 2 (13.33%) Continuous Improvement
7 2 (13.33%) Data Extraction
7 2 (13.33%) Data Management
7 2 (13.33%) E-Commerce
7 2 (13.33%) Machine Learning
7 2 (13.33%) Physics
7 2 (13.33%) Qualitative Analysis
Programming Languages
1 15 (100.00%) SQL
2 11 (73.33%) VBA
3 4 (26.67%) R
4 1 (6.67%) Python
Qualifications
1 2 (13.33%) Degree
2 1 (6.67%) Numerate Degree
Vendors
1 2 (13.33%) Google
1 2 (13.33%) Tableau
2 1 (6.67%) Alteryx