The table below looks at the statistics for SPSS skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited SPSS over the 3 months to 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
SPSS
Rank 531 590 544
Rank change year-on-year
+59 -46
Permanent jobs citing SPSS 401 360 370
As % of all permanent IT jobs located in the UK 0.37% 0.31% 0.34%
As % of the Applications category 2.53% 2.00% 2.25%
Number of salaries quoted 276 274 291
Average salary £50,000 £50,250 £47,500
Average salary % change year-on-year
-0.49% +5.78%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £79,500 £80,000 £69,750
UK excluding London average salary £50,000 £45,000 £47,500
% change year-on-year
+11.11% -5.26%

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

Applications Category
UK
Permanent IT job ads with a match in the
Applications category
15833 17998 16412
As % of all permanent IT jobs located in the UK 14.46% 15.38% 15.09%
Number of salaries quoted 12786 14379 13546
Average salary £38,648 £37,500 £37,500
Average salary % change year-on-year
+3.06% -
90% offered a salary of more than £23,000 £22,500 £23,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend

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

SPSS Jobs Demand Trend in the UK

SPSS
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS within the UK.

SPSS Salary Trend in the UK

SPSS
Salary Histogram

This chart provides a salary histogram for IT jobs citing SPSS over the 3 months to 31 July 2015 within the UK.

SPSS Salary Histogram in the UK

SPSS
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing SPSS within the UK over the 3 months to 31 July 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +46 384 £50,000 -2.91% 60
London +42 286 £50,000 -2.91% 35
South East +27 56 £50,000 - 7
City of London +9 49 £42,500 -38.18% 12
Hampshire +27 33 £50,000 -41.17% 3
North West -10 20 £44,000 -2.22% 4
Basingstoke - 20 £50,000 - 3
Manchester +4 14 £44,000 +6.02% 2
West Midlands -6 12 £40,000 +23.07% 3
Scotland +16 9 £79,500 +189.09% 1
Edinburgh +7 9 £79,500 +194.44% 1
Yorkshire +10 8 £22,750 -63.60% 1
Birmingham -6 7 £40,000 +28.00% 2
Leeds +21 6 - - 1
Merseyside +20 6 - -
Liverpool +18 6 - -
West Yorkshire +15 6 - - 1
Surrey +13 6 £32,250 -19.37% 1
East of England +9 6 £45,000 +16.12% 3
North East - 6 - -
Newcastle upon Tyne - 6 - -
Tyne and Wear - 6 - -
West Sussex +10 5 - - 1
East Midlands +3 5 £50,750 +111.45% 4
Warwickshire - 5 - -
Berkshire - 5 £60,000 - 2
Sussex - 5 - -
Warwick - 5 - -
Gatwick - 5 - -
Glasgow +14 4 £79,500 +44.54%

SPSS
Top 30 Related IT Skills

For the 6 months to 31 July 2015, IT jobs within the UK 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.

1 643 (78.32%) Analytics
2 586 (71.38%) SAS
3 477 (58.10%) Analytical Skills
4 466 (56.76%) SQL
5 426 (51.89%) R
6 362 (44.09%) Degree
7 336 (40.93%) Business Intelligence
8 264 (32.16%) Tableau
9 260 (31.67%) Marketing
10 245 (29.84%) Statistics
11 215 (26.19%) Big Data
11 215 (26.19%) Data Mining
12 207 (25.21%) Visualisation
13 203 (24.73%) QlikView
14 196 (23.87%) Data Analysis
15 182 (22.17%) Microsoft
15 182 (22.17%) Mathematics
16 178 (21.68%) Python
17 158 (19.24%) Finance
18 156 (19.00%) Oracle
19 151 (18.39%) Cognos
20 145 (17.66%) MS Excel
21 141 (17.17%) ETL
22 136 (16.57%) Data Analytics
23 133 (16.20%) Hadoop
23 133 (16.20%) IBM
24 120 (14.62%) Data Warehouse
25 117 (14.25%) Information Management
26 114 (13.89%) Retail
27 113 (13.76%) Data Modelling

SPSS
Top Related IT Skills by Category

For the 6 months to 31 July 2015, IT jobs within the UK 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
1 586 (71.38%) SAS
2 52 (6.33%) Apache Pig
3 43 (5.24%) Apache
4 15 (1.83%) Apache Spark
5 13 (1.58%) SharePoint
6 4 (0.49%) MS Exchange
7 3 (0.37%) Elasticsearch
8 2 (0.24%) Lync
8 2 (0.24%) BizTalk Server
9 1 (0.12%) ArcGIS
9 1 (0.12%) CMS
9 1 (0.12%) Exchange Server 2007
9 1 (0.12%) Exchange Server 2010
9 1 (0.12%) OpenStack
Applications
1 145 (17.66%) MS Excel
2 77 (9.38%) MS PowerPoint
3 45 (5.48%) MS Office
4 22 (2.68%) PowerPivot
5 18 (2.19%) Stata
6 11 (1.34%) FastStats
7 7 (0.85%) GNU Octave
8 6 (0.73%) Spreadsheet
9 5 (0.61%) Weka
9 5 (0.61%) S-PLUS
9 5 (0.61%) CPLEX
10 4 (0.49%) Mathematica
10 4 (0.49%) Vensim
11 3 (0.37%) Gephi
12 2 (0.24%) Adobe Creative Suite
13 1 (0.12%) MS Project
13 1 (0.12%) MS Visio
Business Applications
1 19 (2.31%) SAP InfiniteInsight
2 17 (2.07%) Unica
3 10 (1.22%) Adobe Campaign
3 10 (1.22%) WebTrends
4 8 (0.97%) Oracle Financials
5 5 (0.61%) Cognos Business Intelligence
6 2 (0.24%) Dynamics CRM
6 2 (0.24%) Cognos TM1
7 1 (0.12%) SAP Oil and Gas
7 1 (0.12%) SAP MDM
7 1 (0.12%) Radian6
Cloud Services
1 59 (7.19%) Google Analytics
2 42 (5.12%) Amazon AWS
3 31 (3.78%) Cloud Computing
3 31 (3.78%) Amazon EC2
3 31 (3.78%) Amazon EMR
4 15 (1.83%) Adobe Analytics
5 4 (0.49%) SaaS
6 3 (0.37%) Microsoft Azure
7 2 (0.24%) SmartFocus
8 1 (0.12%) PaaS
Communications & Networking
1 6 (0.73%) Internet
2 2 (0.24%) Broadband
3 1 (0.12%) TCP/IP
3 1 (0.12%) SAN
3 1 (0.12%) NAS
Database & Business Intelligence
1 215 (26.19%) Data Mining
1 215 (26.19%) Big Data
2 203 (24.73%) QlikView
3 133 (16.20%) Hadoop
4 120 (14.62%) Data Warehouse
5 110 (13.40%) BusinessObjects
6 106 (12.91%) SQL Server
7 98 (11.94%) Pentaho
8 87 (10.60%) Relational Database
9 73 (8.89%) Oracle BI EE
10 63 (7.67%) MongoDB
11 61 (7.43%) Apache Hive
12 57 (6.94%) NoSQL
12 57 (6.94%) Spotfire
13 54 (6.58%) SQL Server Reporting Services
14 51 (6.21%) Mahout
15 43 (5.24%) Apache Cassandra
16 42 (5.12%) HBase
16 42 (5.12%) SQL Server Integration Services
17 40 (4.87%) SQL Server Analysis Services
Development Applications
1 52 (6.33%) Talend Open Studio
2 18 (2.19%) Toad
3 8 (0.97%) ERwin
4 3 (0.37%) Visual Studio
5 2 (0.24%) Team Foundation Server
General
1 260 (31.67%) Marketing
2 158 (19.24%) Finance
3 114 (13.89%) Retail
4 52 (6.33%) Banking
5 30 (3.65%) Publishing
6 28 (3.41%) Multimedia
7 20 (2.44%) Legal
8 18 (2.19%) Advertising
9 17 (2.07%) Telecoms
10 15 (1.83%) Financial Institution
11 9 (1.10%) Law
11 9 (1.10%) Investment Banking
12 7 (0.85%) Retail Banking
12 7 (0.85%) Games
12 7 (0.85%) Automotive
13 5 (0.61%) French Language
13 5 (0.61%) German Language
14 4 (0.49%) Manufacturing
15 3 (0.37%) Pharmaceutical
15 3 (0.37%) Online Betting
Job Titles
1 339 (41.29%) Analyst
2 140 (17.05%) Consultant
3 139 (16.93%) Data Analyst
4 116 (14.13%) Data Scientist
5 81 (9.87%) Insight Analyst
6 80 (9.74%) Senior Analyst
7 68 (8.28%) Architect
8 64 (7.80%) Data Manager
9 50 (6.09%) Data Architect
10 45 (5.48%) Senior Manager
11 42 (5.12%) Business Intelligence Consultant
12 36 (4.38%) Solutions Architect
13 35 (4.26%) Data Consultant
13 35 (4.26%) Big Data Architect
14 34 (4.14%) Business Intelligence Analyst
15 33 (4.02%) Data Analytics Manager
16 28 (3.41%) SPSS Data Analyst
17 27 (3.29%) Business Intelligence Manager
17 27 (3.29%) Senior Data Analyst
18 26 (3.17%) Business Analyst
Libraries, Frameworks & Software Standards
1 38 (4.63%) Web Services
2 35 (4.26%) MLlib
3 33 (4.02%) HTML
4 18 (2.19%) .NET
5 13 (1.58%) CSS
6 9 (1.10%) XML
7 8 (0.97%) Flash
8 7 (0.85%) Natural Language Processing
9 6 (0.73%) ASP.NET
10 5 (0.61%) FpML
10 5 (0.61%) scikit-learn
11 4 (0.49%) D3.js
12 3 (0.37%) jQuery
13 2 (0.24%) ASP.NET MVC
13 2 (0.24%) SciPy
13 2 (0.24%) MDX
13 2 (0.24%) Silverlight
14 1 (0.12%) LINQ
14 1 (0.12%) WCF
14 1 (0.12%) WF
Miscellaneous
1 477 (58.10%) Analytical Skills
2 245 (29.84%) Statistics
3 207 (25.21%) Visualisation
4 182 (22.17%) Mathematics
5 102 (12.42%) Computer Science
6 73 (8.89%) Social Media
7 72 (8.77%) Economics
8 55 (6.70%) Management Information System
9 52 (6.33%) Algorithms
10 50 (6.09%) Data Integration
11 37 (4.51%) Data Protection Act
12 31 (3.78%) Freedom of Information
13 28 (3.41%) Freedom of Information Act
14 26 (3.17%) Data Extraction
15 21 (2.56%) Physics
16 20 (2.44%) FMCG
16 20 (2.44%) Neural Network
17 17 (2.07%) Data Conversion
17 17 (2.07%) Digital Media
18 16 (1.95%) Cybercrime
Operating Systems
1 40 (4.87%) Linux
2 4 (0.49%) Windows
3 3 (0.37%) UNIX
4 1 (0.12%) Windows Server 2008
4 1 (0.12%) Windows 7
Processes & Methodologies
1 643 (78.32%) Analytics
2 336 (40.93%) Business Intelligence
3 196 (23.87%) Data Analysis
4 141 (17.17%) ETL
5 136 (16.57%) Data Analytics
6 117 (14.25%) Information Management
7 113 (13.76%) Data Modelling
8 86 (10.48%) Business Development
9 84 (10.23%) CRM
10 81 (9.87%) Data Management
11 80 (9.74%) Project Management
12 75 (9.14%) Predictive Analytics
12 75 (9.14%) Statistical Modelling
13 74 (9.01%) Statistical Analysis
13 74 (9.01%) Stakeholder Management
14 73 (8.89%) Predictive Modelling
15 72 (8.77%) Open Source
16 68 (8.28%) CHAID
17 65 (7.92%) Business Analytics
17 65 (7.92%) Customer Insight
Programming Languages
1 466 (56.76%) SQL
2 426 (51.89%) R
3 178 (21.68%) Python
4 106 (12.91%) VBA
5 99 (12.06%) Java
6 98 (11.94%) MATLAB
7 41 (4.99%) Perl
7 41 (4.99%) PHP
8 36 (4.38%) T-SQL
9 25 (3.05%) JavaScript
10 24 (2.92%) C#
11 19 (2.31%) C++
12 17 (2.07%) PL/SQL
13 15 (1.83%) Scala
14 10 (1.22%) C
14 10 (1.22%) VB
15 9 (1.10%) VB.NET
16 5 (0.61%) Bash Shell
17 4 (0.49%) sed
17 4 (0.49%) SPARQL
Qualifications
1 362 (44.09%) Degree
2 35 (4.26%) PhD
3 15 (1.83%) IBM Certification
3 15 (1.83%) Security Cleared
4 12 (1.46%) Postgraduate
5 7 (0.85%) CIMA
6 5 (0.61%) MBA
7 3 (0.37%) PMI Certification
8 2 (0.24%) CITP
8 2 (0.24%) PMP
9 1 (0.12%) CISSP
9 1 (0.12%) PRINCE2 Certification
Quality Assurance & Compliance
1 26 (3.17%) QA
2 14 (1.71%) EMIR
2 14 (1.71%) CRD IV
2 14 (1.71%) MiFID
3 10 (1.22%) ISO 9001
4 9 (1.10%) Data Quality
5 8 (0.97%) ISO/IEC 27001
6 6 (0.73%) Solvency II
7 5 (0.61%) ISO 14001
7 5 (0.61%) Basel II
8 3 (0.37%) Dodd-Frank
9 2 (0.24%) TickIT
9 2 (0.24%) SLA
10 1 (0.12%) Sarbanes-Oxley
10 1 (0.12%) PMBOK
System Software
1 39 (4.75%) Apache Flume
2 16 (1.95%) HDFS
3 8 (0.97%) GPFS
4 1 (0.12%) Active Directory
4 1 (0.12%) VMware Infrastructure
4 1 (0.12%) vCloud
Systems Management
1 33 (4.02%) Opscode Chef
Vendors
1 264 (32.16%) Tableau
2 182 (22.17%) Microsoft
3 156 (19.00%) Oracle
4 151 (18.39%) Cognos
5 133 (16.20%) IBM
6 103 (12.55%) Informatica
7 87 (10.60%) Teradata
8 83 (10.11%) MicroStrategy
9 77 (9.38%) SAP
9 77 (9.38%) Netezza
10 59 (7.19%) Google
11 52 (6.33%) Talend
12 37 (4.51%) Greenplum
13 32 (3.90%) Ab Initio
14 31 (3.78%) Vertica
15 29 (3.53%) Alterian
16 21 (2.56%) Omniture
16 21 (2.56%) Alteryx
17 20 (2.44%) DataFlux
17 20 (2.44%) Salesforce.com
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