The table below looks at the statistics for SPSS skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
SPSS
Rank 66 - -
Rank change year-on-year
- 0
Permanent jobs citing SPSS 1 0 0
As % of all permanent IT jobs located in Cardiff 0.15% - -
As % of the Applications category 1.04% - -
Number of salaries quoted 1 0 0
Median salary £37,500 - -
UK excluding London median salary £50,000 £44,500 £41,500
% change year-on-year
+12.35% +7.22%
SPSS
South Wales

The following table is for comparison with the above and provides statistics for the entire Applications category in permanent jobs advertised in the Cardiff region.

Applications Category
Cardiff
Permanent IT job ads with a match in the
Applications category
96 105 97
As % of all permanent IT jobs located in Cardiff 14.86% 15.91% 15.90%
Number of salaries quoted 75 83 88
Median salary £29,000 £35,000 £30,000
Median salary % change year-on-year
-17.14% +16.66%
90% offered a salary of more than £21,500 £20,750 £23,500
10% offered a salary of more than £42,500 £45,000 £50,000
UK excluding London median salary £35,000 £35,000 £34,000
% change year-on-year
- +2.94%

SPSS
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing SPSS as a proportion of all IT jobs with a match in the Applications category.

SPSS Jobs Demand Trend in Cardiff

SPSS
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS across the Cardiff region.

SPSS Salary Trend in Cardiff

SPSS
Top 30 Related IT Skills in Cardiff

For the 6 months to 4 May 2016, 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 Cardiff region with a requirement for SPSS.

1 3 (75.00%) Microsoft
1 3 (75.00%) Data Analysis
2 2 (50.00%) Stata
2 2 (50.00%) Statistical Analysis
2 2 (50.00%) Data Management
2 2 (50.00%) Line Management
2 2 (50.00%) Analytical Skills
2 2 (50.00%) SAS
2 2 (50.00%) MATLAB
2 2 (50.00%) MS Excel
2 2 (50.00%) MS Access
2 2 (50.00%) C++
2 2 (50.00%) Java
2 2 (50.00%) VBA
2 2 (50.00%) Degree
3 1 (25.00%) Mathematics
3 1 (25.00%) Computer Science
3 1 (25.00%) Credit Risk
3 1 (25.00%) Time Management
3 1 (25.00%) Data Integration
3 1 (25.00%) Cloud Computing
3 1 (25.00%) Scala
3 1 (25.00%) Hadoop
3 1 (25.00%) Microsoft Azure
3 1 (25.00%) Amazon AWS
3 1 (25.00%) NoSQL
3 1 (25.00%) R
3 1 (25.00%) Machine Learning
3 1 (25.00%) Big Data
3 1 (25.00%) Analytics

SPSS
Top Related IT Skills in Cardiff 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 (50.00%) SAS
2 1 (25.00%) Apache Spark
Applications
1 2 (50.00%) MS Excel
1 2 (50.00%) Stata
2 1 (25.00%) EViews
Cloud Services
1 1 (25.00%) Amazon AWS
1 1 (25.00%) Cloud Computing
1 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 2 (50.00%) MS Access
2 1 (25.00%) Big Data
2 1 (25.00%) Data Mining
2 1 (25.00%) Hadoop
2 1 (25.00%) NoSQL
2 1 (25.00%) Relational Database
Job Titles
1 2 (50.00%) Development Manager
1 2 (50.00%) Technical Development Manager
1 2 (50.00%) Technical Manager
2 1 (25.00%) Analyst
2 1 (25.00%) Credit Analyst
2 1 (25.00%) Credit Risk Analyst
2 1 (25.00%) Data Scientist
2 1 (25.00%) Risk Analyst
2 1 (25.00%) Senior Analyst
2 1 (25.00%) Senior Credit Risk Analyst
2 1 (25.00%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 1 (25.00%) Lucene
1 1 (25.00%) Web Services
Miscellaneous
1 2 (50.00%) Analytical Skills
2 1 (25.00%) Computer Science
2 1 (25.00%) Credit Risk
2 1 (25.00%) Data Integration
2 1 (25.00%) Economics
2 1 (25.00%) Mathematics
2 1 (25.00%) Statistics
Processes & Methodologies
1 3 (75.00%) Data Analysis
2 2 (50.00%) Data Management
2 2 (50.00%) Line Management
2 2 (50.00%) Statistical Analysis
3 1 (25.00%) Analytics
3 1 (25.00%) Machine Learning
3 1 (25.00%) Operations Research
3 1 (25.00%) Project Management
3 1 (25.00%) Project Planning
3 1 (25.00%) Time Management
Programming Languages
1 2 (50.00%) C++
1 2 (50.00%) Java
1 2 (50.00%) MATLAB
1 2 (50.00%) VBA
2 1 (25.00%) C
2 1 (25.00%) C#
2 1 (25.00%) Python
2 1 (25.00%) R
2 1 (25.00%) Scala
2 1 (25.00%) SQL
Qualifications
1 2 (50.00%) Degree
2 1 (25.00%) Postgraduate
Vendors
1 3 (75.00%) Microsoft