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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
SPSS
Rank 90 107 108
Rank change year-on-year
+17 +1
Permanent jobs citing SPSS 1 2 6
As % of all permanent IT jobs located in Edinburgh 0.093% 0.14% 0.40%
As % of the Applications category 1.10% 1.59% 2.97%
Number of salaries quoted 1 0 1
Median salary £40,000 - £44,000
UK excluding London median salary £45,000 £50,000 £43,500
% change year-on-year
-10.00% +14.94%
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
91 126 202
As % of all permanent IT jobs located in Edinburgh 8.50% 8.71% 13.38%
Number of salaries quoted 63 76 139
Median salary £39,000 £37,500 £40,000
Median salary % change year-on-year
+4.00% -6.25%
90% offered a salary of more than £27,000 £27,000 £27,500
10% offered a salary of more than £52,500 £65,000 £55,000
UK excluding London median salary £36,000 £35,000 £34,500
% change year-on-year
+2.85% +1.44%

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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 December 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 8 (80.00%) Analytics
2 7 (70.00%) Data Analytics
2 7 (70.00%) Data Modelling
2 7 (70.00%) Marketing
3 6 (60.00%) Data Mining
3 6 (60.00%) Customer Insight
4 5 (50.00%) SAS
4 5 (50.00%) Cognos
5 4 (40.00%) Visualisation
6 3 (30.00%) Data Visualisation
6 3 (30.00%) Analytical Skills
7 2 (20.00%) Marketing Automation
7 2 (20.00%) Statistics
7 2 (20.00%) Degree
7 2 (20.00%) Data Management
8 1 (10.00%) Data Analysis
8 1 (10.00%) Web Analytics
8 1 (10.00%) Google
8 1 (10.00%) Credit Risk
8 1 (10.00%) Google Analytics
8 1 (10.00%) R
8 1 (10.00%) Business Development
8 1 (10.00%) Adobe Analytics
8 1 (10.00%) Big Data
8 1 (10.00%) Data Warehouse
8 1 (10.00%) Banking
8 1 (10.00%) Retail
8 1 (10.00%) SMS
8 1 (10.00%) Business Intelligence
8 1 (10.00%) Adobe

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 5 (50.00%) SAS
Business Applications
1 1 (10.00%) WebTrends
Cloud Services
1 1 (10.00%) Adobe Analytics
1 1 (10.00%) Google Analytics
Communications & Networking
1 1 (10.00%) SMS
Database & Business Intelligence
1 6 (60.00%) Data Mining
2 1 (10.00%) Big Data
2 1 (10.00%) Data Warehouse
2 1 (10.00%) SQL Server
General
1 7 (70.00%) Marketing
2 1 (10.00%) Banking
2 1 (10.00%) Retail
Job Titles
1 9 (90.00%) Analyst
2 8 (80.00%) Data Analyst
3 6 (60.00%) Marketing Analyst
3 6 (60.00%) Marketing Data Analyst
4 2 (20.00%) Data Insight Analyst
4 2 (20.00%) Insight Analyst
4 2 (20.00%) Insight Data Analyst
5 1 (10.00%) Analytics Manager
5 1 (10.00%) Business Intelligence Manager
5 1 (10.00%) Data Analytics Manager
5 1 (10.00%) Data Manager
5 1 (10.00%) Digital Analyst
5 1 (10.00%) Marketing Insight Analyst
5 1 (10.00%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (10.00%) HTML
Miscellaneous
1 4 (40.00%) Visualisation
2 3 (30.00%) Analytical Skills
3 2 (20.00%) Statistics
4 1 (10.00%) Credit Risk
Processes & Methodologies
1 8 (80.00%) Analytics
2 7 (70.00%) Data Analytics
2 7 (70.00%) Data Modelling
3 6 (60.00%) Customer Insight
4 3 (30.00%) Data Visualisation
5 2 (20.00%) Data Management
5 2 (20.00%) Marketing Automation
6 1 (10.00%) Business Development
6 1 (10.00%) Business Intelligence
6 1 (10.00%) Data Analysis
6 1 (10.00%) Web Analytics
Programming Languages
1 1 (10.00%) JavaScript
1 1 (10.00%) R
Qualifications
1 2 (20.00%) Degree
Vendors
1 5 (50.00%) Cognos
2 1 (10.00%) Adobe
2 1 (10.00%) Google
2 1 (10.00%) Optimizely
2 1 (10.00%) Oracle