Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

SPSS
Scotland > Edinburgh
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 142 147 126
Rank change year-on-year +5 -21 +22
Permanent jobs citing SPSS 6 2 11
As % of all permanent IT jobs advertised in Edinburgh 0.24% 0.074% 0.47%
As % of the Applications category 5.45% 1.87% 6.32%
Number of salaries quoted 5 1 7
Edinburgh median annual salary £67,500 £45,000 £45,000
Median salary % change year-on-year +50.00% - -43.40%
10th Percentile £45,000 £42,500 £37,500
90th Percentile £86,000 £47,500 £57,400
Scotland median annual salary £67,500 £45,000 £45,000
% change year-on-year +50.00% - -43.40%

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 110 107 174
As % of all permanent IT jobs advertised in Edinburgh 4.33% 3.94% 7.48%
Number of salaries quoted 60 66 97
Edinburgh median annual salary £34,500 £35,000 £40,000
Median salary % change year-on-year -1.43% -12.50% +6.67%
10th Percentile £25,225 £23,470 £22,500
90th Percentile £60,875 £53,750 £57,500
Scotland median annual salary £33,500 £36,000 £34,250
% change year-on-year -6.94% +5.11% -2.14%

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

SPSS
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing SPSS in Edinburgh over the 6 months to 15 November 2018.

Salary histogram for SPSS in Edinburgh

For the 6 months to 15 November 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 6 (100.00%) Data Cleansing
1 6 (100.00%) Tableau
2 4 (66.67%) Data Quality
2 4 (66.67%) Visualisation
2 4 (66.67%) Analytics
2 4 (66.67%) Analytical Skills
2 4 (66.67%) Data Analytics
2 4 (66.67%) Decision-Making
2 4 (66.67%) Problem-Solving
2 4 (66.67%) Data Visualisation
2 4 (66.67%) SAS
2 4 (66.67%) PMI
2 4 (66.67%) PMI Certification
2 4 (66.67%) Stakeholder Management
2 4 (66.67%) Banking
2 4 (66.67%) Risk Management
2 4 (66.67%) Spotfire
2 4 (66.67%) QlikView
3 2 (33.33%) SQL Server Analysis Services
3 2 (33.33%) Finance
3 2 (33.33%) Validation
3 2 (33.33%) SQL Server Reporting Services
3 2 (33.33%) Statistical Analysis
3 2 (33.33%) SQL Server Integration Services
3 2 (33.33%) Marketing
3 2 (33.33%) MATLAB
3 2 (33.33%) Business Intelligence
3 2 (33.33%) Python
3 2 (33.33%) Data Modelling
3 2 (33.33%) Data Science

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 4 (66.67%) SAS
Database & Business Intelligence
1 4 (66.67%) QlikView
1 4 (66.67%) Spotfire
2 2 (33.33%) SQL Server Analysis Services
2 2 (33.33%) SQL Server Integration Services
2 2 (33.33%) SQL Server Reporting Services
General
1 4 (66.67%) Banking
2 2 (33.33%) Finance
2 2 (33.33%) Marketing
Job Titles
1 4 (66.67%) Analytics Manager
1 4 (66.67%) Data Analytics Manager
1 4 (66.67%) Data Manager
2 2 (33.33%) Data Scientist
2 2 (33.33%) Senior Analytics Manager
2 2 (33.33%) Senior Data Scientist
2 2 (33.33%) Senior Manager
Miscellaneous
1 4 (66.67%) Analytical Skills
1 4 (66.67%) PMI
2 2 (33.33%) Fintech
Processes & Methodologies
1 6 (100.00%) Data Cleansing
2 4 (66.67%) Analytics
2 4 (66.67%) Data Analytics
2 4 (66.67%) Data Visualisation
2 4 (66.67%) Decision-Making
2 4 (66.67%) Problem-Solving
2 4 (66.67%) Risk Management
2 4 (66.67%) Stakeholder Management
2 4 (66.67%) Visualisation
3 2 (33.33%) Business Intelligence
3 2 (33.33%) Data Modelling
3 2 (33.33%) Data Science
3 2 (33.33%) Machine Learning
3 2 (33.33%) Statistical Analysis
3 2 (33.33%) Validation
Programming Languages
1 2 (33.33%) MATLAB
1 2 (33.33%) Python
1 2 (33.33%) R
Qualifications
1 4 (66.67%) PMI Certification
Quality Assurance & Compliance
1 4 (66.67%) Data Quality
Vendors
1 6 (100.00%) Tableau