Period
to 21 February 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 February 2018 with a comparison to the same period in the previous 2 years.

SPSS
Scotland > Edinburgh
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 151 133 140
Rank change year-on-year -18 +7 +11
Permanent jobs citing SPSS 1 2 7
As % of all permanent IT jobs advertised in Edinburgh 0.037% 0.091% 0.26%
As % of the Applications category 0.63% 1.42% 4.24%
Number of salaries quoted 0 2 2
Edinburgh median annual salary - £47,750 £46,250
Median salary % change year-on-year - +3.24% +5.11%
Scotland median annual salary £42,500 £47,750 £43,750
% change year-on-year -10.99% +9.14% -0.57%

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 158 141 165
As % of all permanent IT jobs advertised in Edinburgh 5.85% 6.41% 6.03%
Number of salaries quoted 96 95 81
Edinburgh median annual salary £45,000 £40,000 £36,000
Median salary % change year-on-year +12.50% +11.11% -4.00%
10th Percentile £24,425 £25,800 £23,500
90th Percentile £61,250 £54,650 £70,000
Scotland median annual salary £38,000 £33,705 £32,500
% change year-on-year +12.74% +3.71% -2.99%

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 February 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 1 (100.00%) SQL
1 1 (100.00%) Python
1 1 (100.00%) SAS
1 1 (100.00%) MATLAB
1 1 (100.00%) Games
1 1 (100.00%) Data Analysis
1 1 (100.00%) Hadoop
1 1 (100.00%) R
1 1 (100.00%) Tableau
1 1 (100.00%) Vertica
1 1 (100.00%) Big Data
1 1 (100.00%) Actionable Insight

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 (100.00%) SAS
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Hadoop
General
1 1 (100.00%) Games
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Data Analyst
1 1 (100.00%) SAS Analyst
1 1 (100.00%) SAS Data Analyst
1 1 (100.00%) Senior Analyst
1 1 (100.00%) Senior Data Analyst
1 1 (100.00%) Senior SAS Analyst
1 1 (100.00%) SPSS Analyst
1 1 (100.00%) SPSS Data Analyst
1 1 (100.00%) SQL Analyst
1 1 (100.00%) SQL Data Analyst
Processes & Methodologies
1 1 (100.00%) Actionable Insight
1 1 (100.00%) Data Analysis
Programming Languages
1 1 (100.00%) MATLAB
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Tableau
1 1 (100.00%) Vertica