Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

SPSS
Central London > City of London
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 346 322 358
Rank change year-on-year -24 +36 +21
Permanent jobs citing SPSS 14 22 29
As % of all permanent IT jobs advertised in the City of London 0.13% 0.21% 0.21%
As % of the Applications category 1.24% 2.15% 1.93%
Number of salaries quoted 12 20 28
City of London median annual salary £45,000 £52,500 £47,500
Median salary % change year-on-year -14.29% +10.53% +3.26%
10th Percentile £37,750 £46,250 £34,075
90th Percentile £52,375 £91,000 £62,500
Central London median annual salary £47,500 £52,500 £45,000
% change year-on-year -9.52% +16.67% -5.26%

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for software application skills.

All Software Application Skills
City of London
Permanent vacancies with a requirement for software application skills 1,126 1,022 1,504
As % of all permanent IT jobs advertised in the City of London 10.18% 9.88% 11.15%
Number of salaries quoted 1,011 940 1,355
City of London median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -
10th Percentile £26,250 £28,000 £27,000
90th Percentile £77,500 £78,750 £73,750
Central London median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% -

SPSS
Job Vacancy Trend in the City of London

Job postings citing SPSS as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for SPSS in the City of London

SPSS
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS in the City of London.

Salary trend for SPSS in the City of London

SPSS
Salary Histogram in the City of London

The salary distribution of IT jobs citing SPSS in the City of London over the 6 months to 22 July 2018.

Salary histogram for SPSS in the City of London

For the 6 months to 22 July 2018, IT jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for SPSS.

1 13 (92.86%) Analytics
2 10 (71.43%) SQL
2 10 (71.43%) Finance
3 8 (57.14%) Business Intelligence
3 8 (57.14%) Analytical Skills
4 7 (50.00%) Dashboard Development
4 7 (50.00%) Predictive Modelling
4 7 (50.00%) Microsoft
5 6 (42.86%) Stakeholder Management
5 6 (42.86%) Project Planning
5 6 (42.86%) QlikView
5 6 (42.86%) Qlik Sense
6 5 (35.71%) Statistics
6 5 (35.71%) Degree
7 4 (28.57%) Data Modelling
7 4 (28.57%) Actionable Insight
7 4 (28.57%) Mathematics
7 4 (28.57%) R
8 3 (21.43%) Tableau
8 3 (21.43%) Regression Analysis
8 3 (21.43%) Data Mining
8 3 (21.43%) SQL Server
8 3 (21.43%) Microsoft Office
8 3 (21.43%) Python
8 3 (21.43%) Stata
8 3 (21.43%) Cluster Analysis
8 3 (21.43%) Data Analysis
8 3 (21.43%) Statistical Analysis
8 3 (21.43%) Problem-Solving
9 2 (14.29%) Microsoft Excel

SPSS
Co-occurring IT Skills in the City of London 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 1 (7.14%) SAS
Applications
1 3 (21.43%) Microsoft Office
1 3 (21.43%) Stata
2 2 (14.29%) Microsoft Excel
3 1 (7.14%) EViews
Database & Business Intelligence
1 6 (42.86%) Qlik Sense
1 6 (42.86%) QlikView
2 3 (21.43%) Data Mining
2 3 (21.43%) SQL Server
3 2 (14.29%) Power BI
4 1 (7.14%) Data Warehouse
4 1 (7.14%) SQL Server Integration Services
General
1 10 (71.43%) Finance
2 2 (14.29%) Advertising
3 1 (7.14%) Banking
3 1 (7.14%) French Language
3 1 (7.14%) Spanish Language
Job Titles
1 7 (50.00%) Consultant
2 6 (42.86%) Analyst
3 4 (28.57%) Analytics Consultant
3 4 (28.57%) Business Intelligence Consultant
3 4 (28.57%) Data Analyst
4 3 (21.43%) QlikView Consultant
4 3 (21.43%) Research Analyst
5 2 (14.29%) Business Intelligence Analyst
5 2 (14.29%) Tableau Analyst
6 1 (7.14%) Alteryx Consultant
6 1 (7.14%) Analytics Developer
6 1 (7.14%) Audit Consultant
6 1 (7.14%) Data Consultant
6 1 (7.14%) Data Visualisation Consultant
6 1 (7.14%) Developer
6 1 (7.14%) HR Consultant
6 1 (7.14%) Mobility Consultant
6 1 (7.14%) QlikView Developer
6 1 (7.14%) Report Developer
6 1 (7.14%) Tableau Consultant
Miscellaneous
1 8 (57.14%) Analytical Skills
2 2 (14.29%) Analytical Mindset
3 1 (7.14%) Computer Science
3 1 (7.14%) Data Structures
Processes & Methodologies
1 13 (92.86%) Analytics
2 8 (57.14%) Business Intelligence
3 7 (50.00%) Dashboard Development
3 7 (50.00%) Predictive Modelling
4 6 (42.86%) Project Planning
4 6 (42.86%) Stakeholder Management
5 5 (35.71%) Statistics
6 4 (28.57%) Actionable Insight
6 4 (28.57%) Data Modelling
6 4 (28.57%) Mathematics
7 3 (21.43%) Cluster Analysis
7 3 (21.43%) Data Analysis
7 3 (21.43%) Problem-Solving
7 3 (21.43%) Regression Analysis
7 3 (21.43%) Statistical Analysis
8 1 (7.14%) Agile Software Development
8 1 (7.14%) Data Management
8 1 (7.14%) Economics
8 1 (7.14%) ETL
8 1 (7.14%) Matrix Organization
Programming Languages
1 10 (71.43%) SQL
2 4 (28.57%) R
3 3 (21.43%) Python
Qualifications
1 5 (35.71%) Degree
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
Vendors
1 7 (50.00%) Microsoft
2 3 (21.43%) Tableau
3 2 (14.29%) Alteryx