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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
SPSS
Rank 142 160 167
Rank change year-on-year
+18 +7
Permanent jobs citing SPSS 9 7 4
As % of all permanent IT jobs located in Scotland 0.33% 0.21% 0.11%
As % of the Applications category 3.17% 1.88% 0.73%
Number of salaries quoted 6 6 2
Median salary £45,000 £79,500 £41,250
Median salary % change year-on-year
-43.39% +92.72%
90% offered a salary of more than £42,500 £73,100 £30,250
10% offered a salary of more than £59,500 £79,600 £52,250
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
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
284 372 549
As % of all permanent IT jobs located in Scotland 10.40% 11.23% 14.92%
Number of salaries quoted 186 242 347
Median salary £35,000 £38,750 £40,000
Median salary % change year-on-year
-9.67% -3.12%
90% offered a salary of more than £23,000 £23,500 £25,000
10% offered a salary of more than £50,000 £55,000 £57,500
UK excluding London median salary £35,000 £36,000 £34,508
% change year-on-year
-2.77% +4.32%

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 31 August 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 31 August 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 +21 9 £45,000 -43.39% 2
SPSS
UK

SPSS
Top 30 Related IT Skills in Scotland

For the 6 months to 31 August 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%) Analytics
2 17 (85.00%) Data Modelling
2 17 (85.00%) Data Analytics
3 15 (75.00%) SAS
4 14 (70.00%) Visualisation
5 13 (65.00%) Data Visualisation
6 12 (60.00%) Big Data
6 12 (60.00%) Credit Risk
6 12 (60.00%) Business Development
6 12 (60.00%) Business Intelligence
6 12 (60.00%) Oracle
6 12 (60.00%) SQL Server
6 12 (60.00%) Banking
6 12 (60.00%) Retail
7 6 (30.00%) Marketing
8 5 (25.00%) Customer Insight
8 5 (25.00%) Data Mining
8 5 (25.00%) Cognos
9 2 (10.00%) Analytical Skills
9 2 (10.00%) Degree
10 1 (5.00%) Google Analytics
10 1 (5.00%) R
10 1 (5.00%) Marketing Automation
10 1 (5.00%) Optimizely
10 1 (5.00%) Adobe Analytics
10 1 (5.00%) HTML
10 1 (5.00%) JavaScript
10 1 (5.00%) Adobe
10 1 (5.00%) WebTrends
10 1 (5.00%) Data Management

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 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
Database & Business Intelligence
1 12 (60.00%) Big Data
1 12 (60.00%) SQL Server
2 5 (25.00%) Data Mining
General
1 12 (60.00%) Banking
1 12 (60.00%) Retail
2 6 (30.00%) Marketing
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 8 (40.00%) Analyst
3 7 (35.00%) Data Analyst
4 5 (25.00%) Marketing Analyst
4 5 (25.00%) Marketing Data Analyst
5 1 (5.00%) Data Insight Analyst
5 1 (5.00%) Digital Analyst
5 1 (5.00%) Insight Analyst
5 1 (5.00%) Insight Data Analyst
5 1 (5.00%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (5.00%) HTML
Miscellaneous
1 14 (70.00%) Visualisation
2 12 (60.00%) Credit Risk
3 2 (10.00%) Analytical Skills
4 1 (5.00%) 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 12 (60.00%) Business Development
4 12 (60.00%) Business Intelligence
5 5 (25.00%) Customer Insight
6 1 (5.00%) Data Management
6 1 (5.00%) Marketing Automation
6 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 12 (60.00%) Oracle
2 5 (25.00%) Cognos
3 1 (5.00%) Adobe
3 1 (5.00%) Google
3 1 (5.00%) Optimizely
Edinburgh
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 19 days ago
Edinburgh
Real Staffing
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 21 days ago