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 3 months to 24 April 2017 with a comparison to the same period in the previous 2 years.

SPSS
London / City of London
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 221 260 280
Rank change year-on-year +39 +20  
Permanent jobs citing SPSS 13 19 46
As % of all permanent IT jobs advertised in the City of London 0.25% 0.27% 0.43%
As % of the Applications category 2.74% 2.16% 3.88%
Number of salaries quoted 13 19 42
Median salary £50,000 £47,500 £50,500
Median salary % change year-on-year +5.26% -5.94%  
UK excluding London median salary £40,000 £48,500 £45,000
% change year-on-year -17.52% +7.77%  

SPSS is in the software application skills category. The next 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.

Software Application Skills
City of London
Permanent job vacancies with a requirement for software application skills 474 880 1185
As % of all permanent IT job vacancies advertised in the City of London 8.99% 12.29% 11.03%
Number of salaries quoted 426 796 990
Median salary £52,500 £45,000 £45,000
Median salary % change year-on-year +16.66% -  
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £77,500 £70,500 £67,500
UK excluding London median salary £33,000 £32,500 £32,500
% change year-on-year +1.53% -  

SPSS
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

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 3 months to 24 April 2017.

Salary histogram for SPSS in the City of London

For the 6 months to 24 April 2017, IT jobs citing SPSS 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 City of London region with a requirement for SPSS.

1 19 (90.48%) SQL
2 16 (76.19%) Analytical Skills
3 13 (61.90%) SAS
3 13 (61.90%) Marketing
4 12 (57.14%) Data Analysis
5 11 (52.38%) R
5 11 (52.38%) Analytics
6 10 (47.62%) Hadoop
6 10 (47.62%) Big Data
6 10 (47.62%) Python
7 8 (38.10%) Business Intelligence
7 8 (38.10%) SQL Server
7 8 (38.10%) Statistics
7 8 (38.10%) Degree
7 8 (38.10%) Mentoring
8 7 (33.33%) Campaign Management
8 7 (33.33%) Mathematics
8 7 (33.33%) Machine Learning
8 7 (33.33%) Marketing Strategy
8 7 (33.33%) SAP
8 7 (33.33%) CRM
8 7 (33.33%) PhD
8 7 (33.33%) Microsoft
9 6 (28.57%) Finance
9 6 (28.57%) NoSQL
9 6 (28.57%) Quantitative Analysis
10 5 (23.81%) Data Integration
10 5 (23.81%) Physics
10 5 (23.81%) Computer Science
10 5 (23.81%) Apache Hive

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 13 (61.90%) SAS
2 4 (19.05%) Apache Spark
3 1 (4.76%) Apache Pig
Applications
1 2 (9.52%) Spreadsheet
2 1 (4.76%) Microsoft Excel
2 1 (4.76%) Microsoft PowerPoint
Database & Business Intelligence
1 10 (47.62%) Big Data
1 10 (47.62%) Hadoop
2 8 (38.10%) SQL Server
3 6 (28.57%) NoSQL
4 5 (23.81%) Apache Hive
4 5 (23.81%) Data Mining
5 2 (9.52%) Relational Database
6 1 (4.76%) HBase
6 1 (4.76%) MongoDB
6 1 (4.76%) Qlik Sense
6 1 (4.76%) QlikView
6 1 (4.76%) RDBMS
6 1 (4.76%) SQL Server Analysis Services
General
1 13 (61.90%) Marketing
2 6 (28.57%) Finance
3 2 (9.52%) Games
3 2 (9.52%) Retail
Job Titles
1 8 (38.10%) Analyst
1 8 (38.10%) SQL Analyst
2 7 (33.33%) Data Scientist
2 7 (33.33%) Senior Analyst
2 7 (33.33%) SPSS Analyst
3 5 (23.81%) Data Analyst
3 5 (23.81%) SQL Data Analyst
4 4 (19.05%) Marketing Analyst
4 4 (19.05%) Senior Data Analyst
4 4 (19.05%) Senior Marketing Analyst
4 4 (19.05%) SPSS Data Analyst
4 4 (19.05%) SPSS Marketing Analyst
4 4 (19.05%) SQL Server Analyst
5 3 (14.29%) Consultant
6 2 (9.52%) Data Engineer
6 2 (9.52%) Tableau Consultant
7 1 (4.76%) Campaign Analyst
7 1 (4.76%) Senior Consultant
Miscellaneous
1 16 (76.19%) Analytical Skills
2 5 (23.81%) Algorithms
2 5 (23.81%) Computer Science
2 5 (23.81%) Fintech
3 4 (19.05%) Credit Risk
Operating Systems
1 2 (9.52%) Unix
Processes & Methodologies
1 12 (57.14%) Data Analysis
2 11 (52.38%) Analytics
3 8 (38.10%) Business Intelligence
3 8 (38.10%) Mentoring
3 8 (38.10%) Statistics
4 7 (33.33%) Campaign Management
4 7 (33.33%) CRM
4 7 (33.33%) Machine Learning
4 7 (33.33%) Marketing Strategy
4 7 (33.33%) Mathematics
5 6 (28.57%) Quantitative Analysis
6 5 (23.81%) Data Integration
6 5 (23.81%) Performance Tuning
6 5 (23.81%) Physics
6 5 (23.81%) Validation
7 4 (19.05%) Stakeholder Management
7 4 (19.05%) Web Analytics
8 3 (14.29%) Statistical Modelling
9 2 (9.52%) Data Visualisation
9 2 (9.52%) Visualisation
Programming Languages
1 19 (90.48%) SQL
2 11 (52.38%) R
3 10 (47.62%) Python
4 4 (19.05%) Scala
5 2 (9.52%) Shell Script
Qualifications
1 8 (38.10%) Degree
2 7 (33.33%) PhD
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
Vendors
1 7 (33.33%) Microsoft
1 7 (33.33%) SAP
2 4 (19.05%) Tableau
3 1 (4.76%) Teradata
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + Lifestyle
Posted: 3 days ago
City, London
Experis Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 2 days ago
City, London
Martin & Conley
Salary: £40000 - £50000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 16 days ago