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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
SPSS
Rank 89 - 98
Rank change year-on-year
- 0
Permanent jobs citing SPSS 3 0 2
As % of all permanent IT jobs located in South Wales 0.26% - 0.18%
As % of the Applications category 1.79% - 1.26%
Number of salaries quoted 3 0 2
Median salary £33,000 - £39,000
UK excluding London median salary £50,000 £44,500 £41,500
% change year-on-year
+12.35% +7.22%
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
168 189 159
As % of all permanent IT jobs located in South Wales 14.72% 15.40% 14.05%
Number of salaries quoted 148 164 147
Median salary £34,688 £35,000 £35,000
Median salary % change year-on-year
-0.89% -
90% offered a salary of more than £22,500 £21,500 £23,000
10% offered a salary of more than £47,500 £46,500 £52,500
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 30 June 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 - 2 £33,000 -
Vale of Glamorgan - 1 £32,500 -
SPSS
Wales

SPSS
Top 30 Related IT Skills in South Wales

For the 6 months to 30 June 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 8 (88.89%) Data Analysis
2 7 (77.78%) SQL
3 5 (55.56%) C#
4 4 (44.44%) Data Warehouse
4 4 (44.44%) Degree
4 4 (44.44%) SQL Server Integration Services
4 4 (44.44%) Team Foundation Server
4 4 (44.44%) Statistical Modelling
4 4 (44.44%) BPSS Clearance
5 2 (22.22%) SAS
5 2 (22.22%) Microsoft
5 2 (22.22%) MATLAB
5 2 (22.22%) C++
5 2 (22.22%) Java
5 2 (22.22%) Analytical Skills
5 2 (22.22%) Data Quality
6 1 (11.11%) Machine Learning
6 1 (11.11%) Big Data
6 1 (11.11%) C
6 1 (11.11%) Analytics
6 1 (11.11%) EViews
6 1 (11.11%) Relational Database
6 1 (11.11%) Line Management
6 1 (11.11%) Scala
6 1 (11.11%) Hadoop
6 1 (11.11%) Microsoft Azure
6 1 (11.11%) Amazon AWS
6 1 (11.11%) NoSQL
6 1 (11.11%) R
6 1 (11.11%) 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 2 (22.22%) SAS
2 1 (11.11%) Apache Spark
Applications
1 1 (11.11%) EViews
1 1 (11.11%) MS Excel
1 1 (11.11%) Stata
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Cloud Computing
1 1 (11.11%) Microsoft Azure
Database & Business Intelligence
1 4 (44.44%) Data Warehouse
1 4 (44.44%) SQL Server Integration Services
2 1 (11.11%) Big Data
2 1 (11.11%) Data Mining
2 1 (11.11%) Hadoop
2 1 (11.11%) MS Access
2 1 (11.11%) NoSQL
2 1 (11.11%) Relational Database
Development Applications
1 4 (44.44%) Team Foundation Server
Job Titles
1 4 (44.44%) Developer
1 4 (44.44%) SQL Developer
2 3 (33.33%) Analyst
3 2 (22.22%) Data Analyst
4 1 (11.11%) Credit Analyst
4 1 (11.11%) Credit Risk Analyst
4 1 (11.11%) Data Scientist
4 1 (11.11%) Development Manager
4 1 (11.11%) Risk Analyst
4 1 (11.11%) Senior Analyst
4 1 (11.11%) Senior Credit Risk Analyst
4 1 (11.11%) Senior Risk Analyst
4 1 (11.11%) Technical Development Manager
4 1 (11.11%) Technical Manager
Libraries, Frameworks & Software Standards
1 1 (11.11%) Lucene
1 1 (11.11%) Web Services
Miscellaneous
1 2 (22.22%) Analytical Skills
2 1 (11.11%) Computer Science
2 1 (11.11%) Credit Risk
2 1 (11.11%) Data Integration
2 1 (11.11%) Economics
2 1 (11.11%) Mathematics
2 1 (11.11%) Statistics
Processes & Methodologies
1 8 (88.89%) Data Analysis
2 4 (44.44%) Statistical Modelling
3 1 (11.11%) Analytics
3 1 (11.11%) Data Management
3 1 (11.11%) Line Management
3 1 (11.11%) Machine Learning
3 1 (11.11%) Operations Research
3 1 (11.11%) Project Management
3 1 (11.11%) Project Planning
3 1 (11.11%) Statistical Analysis
3 1 (11.11%) Time Management
Programming Languages
1 7 (77.78%) SQL
2 5 (55.56%) C#
3 2 (22.22%) C++
3 2 (22.22%) Java
3 2 (22.22%) MATLAB
4 1 (11.11%) C
4 1 (11.11%) Python
4 1 (11.11%) R
4 1 (11.11%) Scala
4 1 (11.11%) VBA
Qualifications
1 4 (44.44%) BPSS Clearance
1 4 (44.44%) Degree
2 1 (11.11%) Postgraduate
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
Vendors
1 2 (22.22%) Microsoft