The table below looks at the statistics for SPSS skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited SPSS over the 3 months to 28 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
SPSS
Rank 96 103 61
Rank change year-on-year
+7 -42
Permanent jobs citing SPSS 10 4 37
As % of all permanent IT jobs located in Edinburgh 0.69% 0.27% 3.06%
As % of the Applications category 5.95% 2.04% 18.69%
Number of salaries quoted 7 3 34
Average salary £79,500 £27,000 £54,000
Average salary % change year-on-year
+194.44% -50.00%
90% offered a salary of more than £35,000 £25,000 £46,500
10% offered a salary of more than £79,700 £27,400 £57,200
UK excluding London average salary £47,500 £45,000 £47,500
% change year-on-year
+5.55% -5.26%
SPSS
Scotland

The following table is for comparison with the above and provides statistics for the entire Applications category in permanent jobs advertised in the Edinburgh region.

Applications Category
Edinburgh
Permanent IT job ads with a match in the
Applications category
168 196 198
As % of all permanent IT jobs located in Edinburgh 11.60% 13.05% 16.39%
Number of salaries quoted 113 135 137
Average salary £42,500 £40,250 £35,000
Average salary % change year-on-year
+5.59% +15.00%
90% offered a salary of more than £22,455 £22,950 £25,000
10% offered a salary of more than £63,000 £55,000 £56,750
UK excluding London average salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing SPSS across the Edinburgh region as a proportion of the total demand within the Applications category.

SPSS Jobs Demand Trend in Edinburgh

SPSS
Salary Trend in Edinburgh

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

SPSS Salary Trend in Edinburgh

SPSS
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing SPSS across the Edinburgh region over the 3 months to 28 July 2015.

SPSS Salary Histogram in Edinburgh

SPSS
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 July 2015, IT jobs across the Edinburgh region citing SPSS also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited SPSS.

1 15 (100.00%) SAS
2 14 (93.33%) SQL
2 14 (93.33%) Analytical Skills
3 12 (80.00%) Analytics
4 10 (66.67%) R
4 10 (66.67%) Business Intelligence
4 10 (66.67%) ETL
5 9 (60.00%) Oracle
5 9 (60.00%) Finance
6 6 (40.00%) Talend Open Studio
6 6 (40.00%) Pentaho
6 6 (40.00%) Hadoop
6 6 (40.00%) Cognos
6 6 (40.00%) Informatica
6 6 (40.00%) MicroStrategy
6 6 (40.00%) MapReduce
6 6 (40.00%) MongoDB
6 6 (40.00%) Apache Cassandra
6 6 (40.00%) NoSQL
6 6 (40.00%) Mahout
6 6 (40.00%) Big Data
6 6 (40.00%) Talend
6 6 (40.00%) Relational Database
7 5 (33.33%) Triplestore
7 5 (33.33%) Performance Tuning
7 5 (33.33%) Apache Pig
7 5 (33.33%) Opscode Chef
7 5 (33.33%) Sqoop
7 5 (33.33%) Amazon EMR
7 5 (33.33%) Apache Flume

SPSS
Top Related IT Skills in Edinburgh by Category

For the 6 months to 28 July 2015, IT jobs across the Edinburgh region citing SPSS also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited SPSS. Up to 20 skills are shown per category.

Application Platforms
1 15 (100.00%) SAS
2 5 (33.33%) Apache Pig
2 5 (33.33%) Apache
Applications
1 4 (26.67%) MS Office
Cloud Services
1 5 (33.33%) Amazon EMR
1 5 (33.33%) Amazon EC2
1 5 (33.33%) Amazon AWS
1 5 (33.33%) Cloud Computing
2 2 (13.33%) Google Analytics
Database & Business Intelligence
1 6 (40.00%) Pentaho
1 6 (40.00%) Hadoop
1 6 (40.00%) MongoDB
1 6 (40.00%) Apache Cassandra
1 6 (40.00%) NoSQL
1 6 (40.00%) Mahout
1 6 (40.00%) Big Data
1 6 (40.00%) Relational Database
2 5 (33.33%) Triplestore
2 5 (33.33%) Sqoop
2 5 (33.33%) Apache Hive
2 5 (33.33%) HBase
2 5 (33.33%) DB2
2 5 (33.33%) RDBMS
3 4 (26.67%) Spotfire
3 4 (26.67%) QlikView
4 1 (6.67%) BigTable
4 1 (6.67%) Amazon DynamoDB
Development Applications
1 6 (40.00%) Talend Open Studio
General
1 9 (60.00%) Finance
2 5 (33.33%) Banking
3 2 (13.33%) Telecoms
4 1 (6.67%) Marketing
Job Titles
1 5 (33.33%) Big Data Architect
1 5 (33.33%) Architect
1 5 (33.33%) Data Architect
1 5 (33.33%) Solutions Architect
1 5 (33.33%) Data Manager
2 4 (26.67%) Data Analytics Manager
3 3 (20.00%) Analyst
4 2 (13.33%) Statistician
4 2 (13.33%) Insight Analyst
5 1 (6.67%) Big Data Consultant
5 1 (6.67%) Senior Manager
5 1 (6.67%) Senior Consultant
5 1 (6.67%) Consultant
5 1 (6.67%) Data Analyst
5 1 (6.67%) SAS Analyst
5 1 (6.67%) Data Consultant
5 1 (6.67%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 5 (33.33%) MLlib
1 5 (33.33%) Web Services
Miscellaneous
1 14 (93.33%) Analytical Skills
2 5 (33.33%) Statistics
3 4 (26.67%) Economics
3 4 (26.67%) Mathematics
3 4 (26.67%) Psychology
3 4 (26.67%) Visualisation
4 1 (6.67%) Management Information System
Operating Systems
1 5 (33.33%) Linux
Processes & Methodologies
1 12 (80.00%) Analytics
2 10 (66.67%) Business Intelligence
2 10 (66.67%) ETL
3 6 (40.00%) MapReduce
4 5 (33.33%) Performance Tuning
4 5 (33.33%) Data Analytics
4 5 (33.33%) Open Source
4 5 (33.33%) Configuration Management
4 5 (33.33%) Data Migration
4 5 (33.33%) Technical Architecture
4 5 (33.33%) Business Development
4 5 (33.33%) Migration
4 5 (33.33%) Requirements Analysis
5 4 (26.67%) Statistical Analysis
5 4 (26.67%) Data Analysis
5 4 (26.67%) Business Analysis
5 4 (26.67%) Predictive Analytics
5 4 (26.67%) Data Architecture
5 4 (26.67%) ERP
5 4 (26.67%) Data Modelling
Programming Languages
1 14 (93.33%) SQL
2 10 (66.67%) R
3 5 (33.33%) Java
3 5 (33.33%) Perl
3 5 (33.33%) PHP
3 5 (33.33%) Python
4 2 (13.33%) VBA
Qualifications
1 3 (20.00%) Degree
System Software
1 5 (33.33%) Apache Flume
2 1 (6.67%) HDFS
2 1 (6.67%) GPFS
Systems Management
1 5 (33.33%) Opscode Chef
Vendors
1 9 (60.00%) Oracle
2 6 (40.00%) Cognos
2 6 (40.00%) Informatica
2 6 (40.00%) MicroStrategy
2 6 (40.00%) Talend
3 5 (33.33%) Vertica
3 5 (33.33%) Greenplum
3 5 (33.33%) Teradata
3 5 (33.33%) Netezza
4 4 (26.67%) Microsoft
4 4 (26.67%) SAP
4 4 (26.67%) Tableau
5 2 (13.33%) Google
5 2 (13.33%) Adobe
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 hours ago