Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 6 months to 21 August 2018 with a comparison to the same period in the previous 2 years.

SPSS
Scotland > Edinburgh
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 148 142 131
Rank change year-on-year -6 -11 +12
Permanent jobs citing SPSS 3 1 20
As % of all permanent IT jobs advertised in Edinburgh 0.12% 0.039% 0.80%
As % of the Applications category 2.44% 0.89% 9.80%
Number of salaries quoted 2 1 15
Edinburgh median annual salary £50,000 £45,000 £74,000
Median salary % change year-on-year +11.11% -39.19% -6.92%
10th Percentile £45,000 £42,500 £45,000
90th Percentile £55,000 £47,500 £77,000
Scotland median annual salary £50,000 £45,000 £74,000
% change year-on-year +11.11% -39.19% +16.54%

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for software application skills.

All Software Application Skills
Edinburgh
Permanent vacancies with a requirement for software application skills 123 112 204
As % of all permanent IT jobs advertised in Edinburgh 4.84% 4.42% 8.16%
Number of salaries quoted 77 70 108
Edinburgh median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% +3.23%
10th Percentile £26,250 £23,950 £21,600
90th Percentile £57,500 £65,000 £76,000
Scotland median annual salary £35,000 £35,000 £35,000

SPSS
Job Vacancy Trend in Edinburgh

Job postings citing SPSS as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for SPSS in Edinburgh

SPSS
Salary Trend in Edinburgh

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

Salary trend for SPSS in Edinburgh

For the 6 months to 21 August 2018, IT jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for SPSS.

1 3 (100.00%) Python
1 3 (100.00%) R
2 2 (66.67%) Tableau
2 2 (66.67%) Machine Learning
2 2 (66.67%) SQL Server Reporting Services
2 2 (66.67%) Fintech
2 2 (66.67%) Data Science
2 2 (66.67%) Data Modelling
2 2 (66.67%) Business Intelligence
2 2 (66.67%) MATLAB
2 2 (66.67%) Finance
2 2 (66.67%) Validation
2 2 (66.67%) Statistical Analysis
2 2 (66.67%) SQL Server Integration Services
2 2 (66.67%) Marketing
2 2 (66.67%) SQL Server Analysis Services
2 2 (66.67%) Data Cleansing
3 1 (33.33%) Predictive Modelling
3 1 (33.33%) Clustering
3 1 (33.33%) SAS
3 1 (33.33%) Microsoft Excel
3 1 (33.33%) SQL
3 1 (33.33%) VBA
3 1 (33.33%) Customer Acquisition
3 1 (33.33%) Microsoft PowerPoint
3 1 (33.33%) Analytics
3 1 (33.33%) Customer Segmentation
3 1 (33.33%) Analytical Skills

SPSS
Co-occurring 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 1 (33.33%) SAS
Applications
1 1 (33.33%) Microsoft Excel
1 1 (33.33%) Microsoft PowerPoint
Database & Business Intelligence
1 2 (66.67%) SQL Server Analysis Services
1 2 (66.67%) SQL Server Integration Services
1 2 (66.67%) SQL Server Reporting Services
General
1 2 (66.67%) Finance
1 2 (66.67%) Marketing
Job Titles
1 2 (66.67%) Data Scientist
1 2 (66.67%) Senior Data Scientist
2 1 (33.33%) Analyst
2 1 (33.33%) Data Analyst
Miscellaneous
1 2 (66.67%) Fintech
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Clustering
Processes & Methodologies
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Data Cleansing
1 2 (66.67%) Data Modelling
1 2 (66.67%) Data Science
1 2 (66.67%) Machine Learning
1 2 (66.67%) Statistical Analysis
1 2 (66.67%) Validation
2 1 (33.33%) Analytics
2 1 (33.33%) Customer Acquisition
2 1 (33.33%) Customer Segmentation
2 1 (33.33%) Predictive Modelling
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) R
2 2 (66.67%) MATLAB
3 1 (33.33%) SQL
3 1 (33.33%) VBA
Vendors
1 2 (66.67%) Tableau