The table below looks at the statistics for SPSS skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
SPSS
Rank 80 97 110
Rank change year-on-year
+17 +13
Permanent jobs citing SPSS 15 10 5
As % of all permanent IT jobs located in Edinburgh 1.26% 0.71% 0.32%
As % of the Applications category 10.00% 6.21% 2.55%
Number of salaries quoted 12 3 3
Median salary £75,500 £35,000 £27,000
Median salary % change year-on-year
+115.71% +29.62%
90% offered a salary of more than £47,900 £35,000 £25,000
10% offered a salary of more than £77,000 £70,600 £27,400
UK excluding London median salary £50,000 £44,500 £41,500
% change year-on-year
+12.35% +7.22%
SPSS
Scotland

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

Applications Category
Edinburgh
Permanent IT job ads with a match in the
Applications category
150 161 196
As % of all permanent IT jobs located in Edinburgh 12.65% 11.43% 12.37%
Number of salaries quoted 86 113 117
Median salary £39,000 £45,000 £36,000
Median salary % change year-on-year
-13.33% +25.00%
90% offered a salary of more than £25,000 £20,000 £20,000
10% offered a salary of more than £74,000 £50,000 £62,500
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in Edinburgh

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

SPSS Jobs Demand Trend in Edinburgh

SPSS
Salary Trend in Edinburgh

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

SPSS Salary Trend in Edinburgh

SPSS
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing SPSS across the Edinburgh region over the 3 months to 26 June 2016.

SPSS Salary Histogram in Edinburgh

SPSS
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 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 Edinburgh region with a requirement for SPSS.

1 18 (90.00%) SAS
2 16 (80.00%) Business Intelligence
2 16 (80.00%) Analytics
3 14 (70.00%) Visualisation
4 13 (65.00%) Data Visualisation
4 13 (65.00%) Data Analytics
4 13 (65.00%) Oracle
4 13 (65.00%) SQL Server
4 13 (65.00%) Data Modelling
5 12 (60.00%) Banking
5 12 (60.00%) Retail
5 12 (60.00%) Business Development
5 12 (60.00%) Credit Risk
5 12 (60.00%) Big Data
6 5 (25.00%) Degree
6 5 (25.00%) Statistics
6 5 (25.00%) Analytical Skills
7 4 (20.00%) SQL
8 3 (15.00%) VBA
8 3 (15.00%) MS Office
8 3 (15.00%) Telecoms
8 3 (15.00%) Microsoft
8 3 (15.00%) Adobe
8 3 (15.00%) Marketing
8 3 (15.00%) Economics
8 3 (15.00%) Google
8 3 (15.00%) Statistical Analysis
8 3 (15.00%) Mathematics
8 3 (15.00%) Psychology
8 3 (15.00%) Google Analytics

SPSS
Top Related IT Skills in Edinburgh 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 18 (90.00%) SAS
Applications
1 3 (15.00%) MS Office
Cloud Services
1 3 (15.00%) Google Analytics
Database & Business Intelligence
1 13 (65.00%) SQL Server
2 12 (60.00%) Big Data
3 1 (5.00%) Data Mining
General
1 12 (60.00%) Banking
1 12 (60.00%) Retail
2 3 (15.00%) Marketing
2 3 (15.00%) Telecoms
Job Titles
1 12 (60.00%) Analytics Manager
1 12 (60.00%) Business Intelligence Manager
1 12 (60.00%) Data Analytics Manager
1 12 (60.00%) Data Manager
2 7 (35.00%) Analyst
3 3 (15.00%) Data Analyst
3 3 (15.00%) Statistical Analyst
4 1 (5.00%) Cognos Consultant
4 1 (5.00%) Consultant
4 1 (5.00%) Data Insight Analyst
4 1 (5.00%) Insight Analyst
4 1 (5.00%) Insight Data Analyst
4 1 (5.00%) Marketing Analyst
4 1 (5.00%) Marketing Data Analyst
4 1 (5.00%) SAS Analyst
4 1 (5.00%) SPSS Consultant
Miscellaneous
1 14 (70.00%) Visualisation
2 12 (60.00%) Credit Risk
3 5 (25.00%) Analytical Skills
3 5 (25.00%) Statistics
4 3 (15.00%) Economics
4 3 (15.00%) Mathematics
4 3 (15.00%) Psychology
5 1 (5.00%) Driving Licence
Processes & Methodologies
1 16 (80.00%) Analytics
1 16 (80.00%) Business Intelligence
2 13 (65.00%) Data Analytics
2 13 (65.00%) Data Modelling
2 13 (65.00%) Data Visualisation
3 12 (60.00%) Business Development
4 3 (15.00%) Campaign Analysis
4 3 (15.00%) Line Management
4 3 (15.00%) Propensity Modelling
4 3 (15.00%) Statistical Analysis
5 1 (5.00%) Customer Insight
5 1 (5.00%) Data Management
5 1 (5.00%) Data Protection
5 1 (5.00%) ETL
5 1 (5.00%) Marketing Automation
5 1 (5.00%) Predictive Modelling
Programming Languages
1 4 (20.00%) SQL
2 3 (15.00%) R
2 3 (15.00%) VBA
Qualifications
1 5 (25.00%) Degree
Vendors
1 13 (65.00%) Oracle
2 3 (15.00%) Adobe
2 3 (15.00%) Google
2 3 (15.00%) Microsoft
3 2 (10.00%) Cognos