The table below looks at the statistics for SPSS skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
SPSS
Rank 147 154 173
Rank change year-on-year
+7 +19
Permanent jobs citing SPSS 15 14 5
As % of all permanent IT jobs located in Scotland 0.53% 0.45% 0.13%
As % of the Applications category 4.59% 3.62% 0.95%
Number of salaries quoted 12 7 4
Median salary £75,500 £34,890 £27,250
Median salary % change year-on-year
+116.39% +28.03%
90% offered a salary of more than £47,900 £31,500 £25,250
10% offered a salary of more than £77,000 £79,500 £43,250
UK excluding London median salary £50,000 £44,500 £41,500
% change year-on-year
+12.35% +7.22%
SPSS
UK

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

Applications Category
Scotland
Permanent IT job ads with a match in the
Applications category
327 387 524
As % of all permanent IT jobs located in Scotland 11.54% 12.31% 13.69%
Number of salaries quoted 208 248 329
Median salary £37,500 £37,500 £35,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £25,000 £21,500 £22,500
10% offered a salary of more than £55,000 £50,000 £57,500
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in Scotland

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

SPSS Jobs Demand Trend in Scotland

SPSS
Salary Trend in Scotland

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

SPSS Salary Trend in Scotland

SPSS
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing SPSS across the Scotland region over the 3 months to 25 June 2016.

SPSS Salary Histogram in Scotland

SPSS
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Scotland region over the 3 months to 25 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
Edinburgh +17 15 £75,500 +115.71%
SPSS
UK

SPSS
Top 30 Related IT Skills in Scotland

For the 6 months to 25 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 Scotland 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 Scotland 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