The table below looks at the statistics for SPSS skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
SPSS
Rank 88 - 93
Rank change year-on-year
- 0
Permanent jobs citing SPSS 3 0 5
As % of all permanent IT jobs located in South Wales 0.27% - 0.44%
As % of the Applications category 1.78% - 3.11%
Number of salaries quoted 2 0 3
Median salary £33,000 - £45,000
UK excluding London median salary £50,000 £49,000 £45,000
% change year-on-year
+2.04% +8.88%
SPSS
Wales

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

Applications Category
South Wales
Permanent IT job ads with a match in the
Applications category
169 194 161
As % of all permanent IT jobs located in South Wales 15.04% 15.82% 14.16%
Number of salaries quoted 150 171 147
Median salary £35,000 £35,000 £35,000
90% offered a salary of more than £22,500 £21,500 £22,000
10% offered a salary of more than £47,500 £45,500 £55,000
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in South Wales

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

SPSS Jobs Demand Trend in South Wales

SPSS
Salary Trend in South Wales

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

SPSS Salary Trend in South Wales

SPSS
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the South Wales region over the 3 months to 29 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff - 3 £33,000 -
SPSS
Wales

SPSS
Top 30 Related IT Skills in South Wales

For the 6 months to 29 July 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 South Wales region with a requirement for SPSS.

1 7 (87.50%) SQL
1 7 (87.50%) Data Analysis
2 5 (62.50%) C#
2 5 (62.50%) Statistical Modelling
3 4 (50.00%) Degree
3 4 (50.00%) Team Foundation Server
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) Data Warehouse
3 4 (50.00%) BPSS Clearance
4 2 (25.00%) Data Quality
5 1 (12.50%) Machine Learning
5 1 (12.50%) Big Data
5 1 (12.50%) Lucene
5 1 (12.50%) Analytics
5 1 (12.50%) Relational Database
5 1 (12.50%) Analytical Skills
5 1 (12.50%) Apache Spark
5 1 (12.50%) Scala
5 1 (12.50%) Hadoop
5 1 (12.50%) Microsoft Azure
5 1 (12.50%) Amazon AWS
5 1 (12.50%) NoSQL
5 1 (12.50%) R
5 1 (12.50%) Computer Science
5 1 (12.50%) QA
5 1 (12.50%) Data Integration
5 1 (12.50%) Cloud Computing
5 1 (12.50%) C++
5 1 (12.50%) Java
5 1 (12.50%) Statistics

SPSS
Top Related IT Skills in South Wales 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 (12.50%) Apache Spark
1 1 (12.50%) SAS
Cloud Services
1 1 (12.50%) Amazon AWS
1 1 (12.50%) Cloud Computing
1 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 4 (50.00%) Data Warehouse
1 4 (50.00%) SQL Server Integration Services
2 1 (12.50%) Big Data
2 1 (12.50%) Data Mining
2 1 (12.50%) Hadoop
2 1 (12.50%) NoSQL
2 1 (12.50%) Relational Database
2 1 (12.50%) SQL Server
Development Applications
1 4 (50.00%) Team Foundation Server
Job Titles
1 4 (50.00%) Developer
1 4 (50.00%) SQL Developer
2 2 (25.00%) Analyst
2 2 (25.00%) Data Analyst
3 1 (12.50%) Data Scientist
3 1 (12.50%) Statistician
Libraries, Frameworks & Software Standards
1 1 (12.50%) Lucene
1 1 (12.50%) Web Services
Miscellaneous
1 1 (12.50%) Analytical Skills
1 1 (12.50%) Computer Science
1 1 (12.50%) Data Integration
1 1 (12.50%) Statistics
Processes & Methodologies
1 7 (87.50%) Data Analysis
2 5 (62.50%) Statistical Modelling
3 1 (12.50%) Analytics
3 1 (12.50%) Machine Learning
3 1 (12.50%) Project Management
3 1 (12.50%) Project Planning
Programming Languages
1 7 (87.50%) SQL
2 5 (62.50%) C#
3 1 (12.50%) C++
3 1 (12.50%) Java
3 1 (12.50%) MATLAB
3 1 (12.50%) Python
3 1 (12.50%) R
3 1 (12.50%) Scala
Qualifications
1 4 (50.00%) BPSS Clearance
1 4 (50.00%) Degree
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
2 1 (12.50%) QA
Vendors
1 1 (12.50%) Microsoft