Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

SPSS
Scotland > Edinburgh
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 150 129 145
Rank change year-on-year -21 +16 +10
Permanent jobs citing SPSS 2 10 9
As % of all permanent IT jobs advertised in Edinburgh 0.074% 0.43% 0.29%
As % of the Applications category 1.82% 5.88% 4.79%
Number of salaries quoted 1 7 9
Edinburgh median annual salary £45,000 £45,000 £79,500
Median salary % change year-on-year - -43.40% +122.38%
10th Percentile £42,500 £37,500 £68,550
90th Percentile £47,500 £57,400 £84,400
Scotland median annual salary £45,000 £45,000 £79,500
% change year-on-year - -43.40% +80.68%

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 110 170 188
As % of all permanent IT jobs advertised in Edinburgh 4.06% 7.29% 6.12%
Number of salaries quoted 67 96 116
Edinburgh median annual salary £35,000 £40,000 £37,500
Median salary % change year-on-year -12.50% +6.67% -
10th Percentile £23,476 £23,500 £22,563
90th Percentile £53,750 £54,500 £75,000
Scotland median annual salary £35,750 £34,500 £35,000
% change year-on-year +3.62% -1.43% -4.11%

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 24 November 2017, 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 2 (100.00%) SAS
1 2 (100.00%) Data Analysis
1 2 (100.00%) R
1 2 (100.00%) SQL
2 1 (50.00%) Python
2 1 (50.00%) Tableau
2 1 (50.00%) Vertica
2 1 (50.00%) Big Data
2 1 (50.00%) Data Analytics
2 1 (50.00%) Analytics
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Numerate Degree
2 1 (50.00%) Statistical Analysis
2 1 (50.00%) Statistics
2 1 (50.00%) Degree
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Extraction
2 1 (50.00%) Hadoop
2 1 (50.00%) MATLAB
2 1 (50.00%) Project Management
2 1 (50.00%) Finance
2 1 (50.00%) Games

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 2 (100.00%) SAS
Database & Business Intelligence
1 1 (50.00%) Big Data
1 1 (50.00%) Hadoop
General
1 1 (50.00%) Finance
1 1 (50.00%) Games
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Data Analyst
1 1 (50.00%) Data Analytics Specialist
1 1 (50.00%) SAS Analyst
1 1 (50.00%) SAS Data Analyst
1 1 (50.00%) Senior Analyst
1 1 (50.00%) Senior Data Analyst
1 1 (50.00%) Senior SAS Analyst
1 1 (50.00%) SPSS Analyst
1 1 (50.00%) SPSS Data Analyst
1 1 (50.00%) SQL Analyst
1 1 (50.00%) SQL Data Analyst
Miscellaneous
1 1 (50.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) Data Analysis
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Analytics
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Cleansing
2 1 (50.00%) Data Extraction
2 1 (50.00%) Project Management
2 1 (50.00%) Statistical Analysis
2 1 (50.00%) Statistics
Programming Languages
1 2 (100.00%) R
1 2 (100.00%) SQL
2 1 (50.00%) MATLAB
2 1 (50.00%) Python
Qualifications
1 1 (50.00%) Degree
1 1 (50.00%) Numerate Degree
Vendors
1 1 (50.00%) Tableau
1 1 (50.00%) Vertica