The table below looks at the statistics for SPSS skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
SPSS
Rank 231 261 272
Rank change year-on-year
+30 +11
Permanent jobs citing SPSS 16 52 61
As % of all permanent IT jobs located in the City of London 0.26% 0.52% 0.51%
As % of the Applications category 2.22% 4.03% 3.58%
Number of salaries quoted 14 45 46
Median salary £45,000 £42,500 £67,750
Median salary % change year-on-year
+5.88% -37.26%
90% offered a salary of more than £40,000 £32,200 £36,250
10% offered a salary of more than £55,000 £60,000 £80,000
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%
SPSS
London

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

Applications Category
City of London
Permanent IT job ads with a match in the
Applications category
722 1289 1706
As % of all permanent IT jobs located in the City of London 11.64% 12.94% 14.31%
Number of salaries quoted 654 1119 1379
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £27,500 £26,750 £26,000
10% offered a salary of more than £73,500 £67,500 £70,000
UK excluding London median salary £35,000 £36,000 £35,000
% change year-on-year
-2.77% +2.85%

SPSS
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing SPSS as a proportion of all IT jobs with a match in the Applications category.

SPSS Jobs Demand Trend in the City of London

SPSS
Salary Trend in the City of London

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

SPSS Salary Trend in the City of London

SPSS
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing SPSS across the City of London region over the 3 months to 24 August 2016.

SPSS Salary Histogram in the City of London

SPSS
Top 30 Related IT Skills in the City of London

For the 6 months to 24 August 2016, 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 City of London region with a requirement for SPSS.

1 23 (82.14%) Analytics
2 15 (53.57%) SQL
3 14 (50.00%) SAS
4 12 (42.86%) Business Intelligence
5 11 (39.29%) Tableau
6 10 (35.71%) Degree
7 9 (32.14%) Analytical Skills
8 8 (28.57%) Finance
8 8 (28.57%) R
8 8 (28.57%) Data Analytics
8 8 (28.57%) QlikView
8 8 (28.57%) Visualisation
9 7 (25.00%) Big Data
9 7 (25.00%) Marketing
9 7 (25.00%) Statistics
9 7 (25.00%) ETL
9 7 (25.00%) Python
9 7 (25.00%) Alteryx
10 6 (21.43%) Actionable Insight
10 6 (21.43%) Java
10 6 (21.43%) MicroStrategy
10 6 (21.43%) Information Management
10 6 (21.43%) Data Analysis
10 6 (21.43%) Data Visualisation
10 6 (21.43%) Mathematics
10 6 (21.43%) Spotfire
11 5 (17.86%) jQuery
11 5 (17.86%) Market Research
11 5 (17.86%) Big Data Analytics
11 5 (17.86%) Customer Insight

SPSS
Top Related IT Skills in the City of London 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 14 (50.00%) SAS
2 5 (17.86%) ArcGIS
3 1 (3.57%) Apache
3 1 (3.57%) Apache Pig
Applications
1 4 (14.29%) Stata
2 3 (10.71%) MS Excel
2 3 (10.71%) MS Office
3 1 (3.57%) Spreadsheet
Business Applications
1 1 (3.57%) Adobe Campaign
1 1 (3.57%) FastStats
1 1 (3.57%) Unica
Cloud Services
1 1 (3.57%) Amazon AWS
1 1 (3.57%) Amazon EC2
1 1 (3.57%) Amazon EMR
1 1 (3.57%) Cloud Computing
1 1 (3.57%) Google Analytics
1 1 (3.57%) Google Cloud Platform
Database & Business Intelligence
1 8 (28.57%) QlikView
2 7 (25.00%) Big Data
3 6 (21.43%) Spotfire
4 5 (17.86%) SQL Server Integration Services
5 3 (10.71%) Data Mining
5 3 (10.71%) Hadoop
6 2 (7.14%) SQL Server
7 1 (3.57%) Apache Cassandra
7 1 (3.57%) Apache Hive
7 1 (3.57%) BigTable
7 1 (3.57%) GIS
7 1 (3.57%) HBase
7 1 (3.57%) Mahout
7 1 (3.57%) MongoDB
7 1 (3.57%) NoSQL
7 1 (3.57%) Pentaho
7 1 (3.57%) RDBMS
7 1 (3.57%) Relational Database
7 1 (3.57%) Sqoop
7 1 (3.57%) Triplestore
Development Applications
1 1 (3.57%) Talend Open Studio
General
1 8 (28.57%) Finance
2 7 (25.00%) Marketing
3 3 (10.71%) Banking
4 2 (7.14%) Games
4 2 (7.14%) Retail
4 2 (7.14%) Telecoms
5 1 (3.57%) Billing
5 1 (3.57%) French Language
5 1 (3.57%) German Language
5 1 (3.57%) Spanish Language
Job Titles
1 13 (46.43%) Analyst
2 9 (32.14%) Consultant
3 6 (21.43%) Analytics Consultant
3 6 (21.43%) Data Analyst
4 4 (14.29%) SAS Analyst
4 4 (14.29%) SPSS Analyst
4 4 (14.29%) SQL Analyst
5 3 (10.71%) Insight Analyst
5 3 (10.71%) Marketing Analyst
6 2 (7.14%) Data Consultant
6 2 (7.14%) Head of Analytics
6 2 (7.14%) Insight Manager
6 2 (7.14%) Marketing Data Analyst
6 2 (7.14%) Research Analyst
6 2 (7.14%) SAS Insight Analyst
6 2 (7.14%) SPSS Marketing Analyst
6 2 (7.14%) SQL Server Analyst
7 1 (3.57%) Hadoop Consultant
7 1 (3.57%) Marketing Insight Analyst
7 1 (3.57%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (17.86%) D3.js
1 5 (17.86%) jQuery
2 1 (3.57%) Web Services
Miscellaneous
1 9 (32.14%) Analytical Skills
2 8 (28.57%) Visualisation
3 7 (25.00%) Statistics
4 6 (21.43%) Mathematics
5 5 (17.86%) Smartphone
5 5 (17.86%) User Experience
6 3 (10.71%) Economics
7 2 (7.14%) Computer Science
7 2 (7.14%) Credit Risk
8 1 (3.57%) Applied Mathematics
8 1 (3.57%) Social Media
Operating Systems
1 1 (3.57%) Linux
Processes & Methodologies
1 23 (82.14%) Analytics
2 12 (42.86%) Business Intelligence
3 8 (28.57%) Data Analytics
4 7 (25.00%) ETL
5 6 (21.43%) Actionable Insight
5 6 (21.43%) Data Analysis
5 6 (21.43%) Data Visualisation
5 6 (21.43%) Information Management
6 5 (17.86%) Big Data Analytics
6 5 (17.86%) Change Management
6 5 (17.86%) Cluster Analysis
6 5 (17.86%) Customer Insight
6 5 (17.86%) Market Research
6 5 (17.86%) Requirements Analysis
6 5 (17.86%) Statistical Modelling
6 5 (17.86%) Visual Analytics
7 3 (10.71%) Data Modelling
7 3 (10.71%) Regression Analysis
8 2 (7.14%) Predictive Modelling
8 2 (7.14%) Stakeholder Engagement
Programming Languages
1 15 (53.57%) SQL
2 8 (28.57%) R
3 7 (25.00%) Python
4 6 (21.43%) Java
5 1 (3.57%) Perl
5 1 (3.57%) PHP
Qualifications
1 10 (35.71%) Degree
Quality Assurance & Compliance
1 1 (3.57%) CRD IV
1 1 (3.57%) Data Quality
1 1 (3.57%) EMIR
1 1 (3.57%) MiFID
System Software
1 1 (3.57%) Apache Flume
1 1 (3.57%) GPFS
1 1 (3.57%) HDFS
Systems Management
1 1 (3.57%) Opscode Chef
Vendors
1 11 (39.29%) Tableau
2 7 (25.00%) Alteryx
3 6 (21.43%) MicroStrategy
4 3 (10.71%) Microsoft
5 1 (3.57%) Alterian
5 1 (3.57%) Chordiant
5 1 (3.57%) Cognos
5 1 (3.57%) Google
5 1 (3.57%) Greenplum
5 1 (3.57%) IBM
5 1 (3.57%) Informatica
5 1 (3.57%) Netezza
5 1 (3.57%) Oracle
5 1 (3.57%) Salesforce Marketing Cloud
5 1 (3.57%) Salesforce.com
5 1 (3.57%) Talend
5 1 (3.57%) Teradata
5 1 (3.57%) Vertica
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