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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
SPSS
Rank 84 98 -
Rank change year-on-year
+14 -
Permanent jobs citing SPSS 6 6 0
As % of all permanent IT jobs located in Edinburgh 0.52% 0.38% -
As % of the Applications category 6.00% 3.80% -
Number of salaries quoted 4 5 0
Median salary £42,500 £79,500 -
Median salary % change year-on-year
-46.54% -
UK excluding London median salary £50,000 £50,000 £42,700
% change year-on-year
- +17.09%
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
100 158 226
As % of all permanent IT jobs located in Edinburgh 8.75% 10.03% 14.83%
Number of salaries quoted 68 101 175
Median salary £30,000 £38,750 £40,500
Median salary % change year-on-year
-22.58% -4.32%
90% offered a salary of more than £23,900 £25,000 £27,500
10% offered a salary of more than £50,700 £55,000 £59,750
UK excluding London median salary £36,000 £35,000 £34,000
% change year-on-year
+2.85% +2.94%

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 30 September 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%) Analytics
2 17 (85.00%) Data Analytics
2 17 (85.00%) Data Modelling
3 15 (75.00%) SAS
4 14 (70.00%) Visualisation
5 13 (65.00%) Data Visualisation
6 11 (55.00%) Big Data
6 11 (55.00%) Business Development
6 11 (55.00%) Credit Risk
6 11 (55.00%) Business Intelligence
6 11 (55.00%) Banking
6 11 (55.00%) Retail
6 11 (55.00%) Oracle
6 11 (55.00%) SQL Server
7 7 (35.00%) Marketing
8 6 (30.00%) Customer Insight
8 6 (30.00%) Data Mining
9 5 (25.00%) Cognos
10 3 (15.00%) Analytical Skills
11 2 (10.00%) Marketing Automation
11 2 (10.00%) Data Management
11 2 (10.00%) Degree
11 2 (10.00%) Statistics
12 1 (5.00%) R
12 1 (5.00%) Adobe Analytics
12 1 (5.00%) Google Analytics
12 1 (5.00%) Data Analysis
12 1 (5.00%) Web Analytics
12 1 (5.00%) Google
12 1 (5.00%) 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 15 (75.00%) SAS
Business Applications
1 1 (5.00%) WebTrends
Cloud Services
1 1 (5.00%) Adobe Analytics
1 1 (5.00%) Google Analytics
Communications & Networking
1 1 (5.00%) SMS
Database & Business Intelligence
1 11 (55.00%) Big Data
1 11 (55.00%) SQL Server
2 6 (30.00%) Data Mining
3 1 (5.00%) Data Warehouse
General
1 11 (55.00%) Banking
1 11 (55.00%) Retail
2 7 (35.00%) Marketing
Job Titles
1 11 (55.00%) Analytics Manager
1 11 (55.00%) Business Intelligence Manager
1 11 (55.00%) Data Analytics Manager
1 11 (55.00%) Data Manager
2 9 (45.00%) Analyst
3 8 (40.00%) Data Analyst
4 6 (30.00%) Marketing Analyst
4 6 (30.00%) Marketing Data Analyst
5 2 (10.00%) Data Insight Analyst
5 2 (10.00%) Insight Analyst
5 2 (10.00%) Insight Data Analyst
6 1 (5.00%) Digital Analyst
6 1 (5.00%) Marketing Insight Analyst
6 1 (5.00%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (5.00%) HTML
Miscellaneous
1 14 (70.00%) Visualisation
2 11 (55.00%) Credit Risk
3 3 (15.00%) Analytical Skills
4 2 (10.00%) Statistics
Processes & Methodologies
1 18 (90.00%) Analytics
2 17 (85.00%) Data Analytics
2 17 (85.00%) Data Modelling
3 13 (65.00%) Data Visualisation
4 11 (55.00%) Business Development
4 11 (55.00%) Business Intelligence
5 6 (30.00%) Customer Insight
6 2 (10.00%) Data Management
6 2 (10.00%) Marketing Automation
7 1 (5.00%) Data Analysis
7 1 (5.00%) Web Analytics
Programming Languages
1 1 (5.00%) JavaScript
1 1 (5.00%) R
Qualifications
1 2 (10.00%) Degree
Vendors
1 11 (55.00%) Oracle
2 5 (25.00%) Cognos
3 1 (5.00%) Adobe
3 1 (5.00%) Google
3 1 (5.00%) Optimizely