The table below looks at the statistics for SPSS skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited SPSS over the 3 months to 19 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Sep 2014
Same period 2013 Same period 2012
SPSS
Rank 645 498 567
Rank change year-on-year
-147 +69
Permanent jobs citing SPSS 230 388 332
As % of all permanent IT jobs located in England 0.22% 0.39% 0.30%
As % of the Applications category 1.42% 2.57% 2.05%
Number of salaries quoted 191 335 266
Average salary £50,000 £47,500 £40,000
Average salary % change year-on-year
+5.26% +18.75%
90% offered a salary of more than £29,500 £30,450 £26,000
10% offered a salary of more than £81,000 £72,500 £67,500
UK excluding London average salary £42,900 £46,500 £37,500
% change year-on-year
-7.74% +24.00%
SPSS
UK

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

Applications Category
England
Permanent IT job ads with a match in the
Applications category
16207 15110 16179
As % of all permanent IT jobs located in England 15.15% 15.14% 14.80%
Number of salaries quoted 13031 12683 13820
Average salary £37,500 £37,500 £37,500
90% offered a salary of more than £22,500 £23,000 £23,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £34,000 £35,000 £33,500
% change year-on-year
-2.85% +4.47%

SPSS
Jobs Demand Trend in England

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

SPSS Jobs Demand Trend in England

SPSS
Salary Trend in England

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

SPSS Salary Trend in England

SPSS
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing SPSS across the England region over the 3 months to 19 September 2014.

SPSS Salary Histogram in England

SPSS
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing SPSS within the England region over the 3 months to 19 September 2014. 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
London -59 162 £52,500 +5.00% 43
North West -60 26 £36,000 -33.33% 4
South East -39 18 £50,000 +16.41% 7
West Midlands -45 7 £31,250 -40.47% 2
East of England -24 6 £38,500 -12.50% 2
Yorkshire -44 4 £70,000 +108.95% 5
South West -45 2 £41,950 -9.29% 1
East Midlands -2 1 £24,000 -31.42%
North East -11 1 £41,500 -7.77%
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 19 September 2014, IT jobs across the England 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.

1 508 (79.38%) SAS
2 441 (68.91%) Analytics
3 410 (64.06%) SQL
4 358 (55.94%) Analytical Skills
5 256 (40.00%) Degree
6 241 (37.66%) R
7 237 (37.03%) Marketing
8 200 (31.25%) Finance
9 198 (30.94%) Statistics
10 172 (26.88%) Mathematics
11 155 (24.22%) Business Intelligence
12 145 (22.66%) Data Mining
13 142 (22.19%) Data Analysis
14 135 (21.09%) Visualisation
15 124 (19.38%) Big Data
16 121 (18.91%) Data Analytics
17 120 (18.75%) Predictive Modelling
18 119 (18.59%) Tableau
19 117 (18.28%) MATLAB
20 115 (17.97%) Python
21 111 (17.34%) CRM
22 108 (16.88%) Data Modelling
22 108 (16.88%) Retail
23 103 (16.09%) Oracle
24 94 (14.69%) Relational Database
25 90 (14.06%) Economics
26 87 (13.59%) Data Management
26 87 (13.59%) MS Excel
26 87 (13.59%) Statistical Modelling
27 84 (13.13%) Hadoop

SPSS
Top Related IT Skills in England by Category

For the 6 months to 19 September 2014, IT jobs across the England 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
1 508 (79.38%) SAS
2 24 (3.75%) Apache Pig
3 8 (1.25%) OpenStack
4 7 (1.09%) Apache
5 5 (0.78%) SharePoint
5 5 (0.78%) Lync
6 4 (0.63%) CICS
7 2 (0.31%) ArcGIS
7 2 (0.31%) Oracle Workflow
8 1 (0.16%) WebSphere
8 1 (0.16%) WebSphere Application Server
8 1 (0.16%) Elasticsearch
Applications
1 87 (13.59%) MS Excel
2 49 (7.66%) MS PowerPoint
3 45 (7.03%) Stata
4 31 (4.84%) MS Office
5 25 (3.91%) CPLEX
6 23 (3.59%) FastStats
7 15 (2.34%) S-PLUS
8 9 (1.41%) Spreadsheet
9 4 (0.63%) PowerPivot
10 3 (0.47%) Mathematica
10 3 (0.47%) MS Visio
11 1 (0.16%) Simulink
11 1 (0.16%) MS Project
11 1 (0.16%) Maple
Business Applications
1 27 (4.22%) Google Analytics
2 22 (3.44%) SAP InfiniteInsight
3 17 (2.66%) Cognos Business Intelligence
3 17 (2.66%) SAP MDM
4 16 (2.50%) Dynamics CRM
5 12 (1.88%) Oracle Procure-to-Pay
6 8 (1.25%) Cognos TM1
6 8 (1.25%) Unica Affinium
7 5 (0.78%) WebTrends
8 4 (0.63%) SAP Oil and Gas
8 4 (0.63%) SiteCatalyst
9 2 (0.31%) Oracle BPM
10 1 (0.16%) Oracle CRM
10 1 (0.16%) Magento
Cloud Services
1 9 (1.41%) Cloud Computing
2 8 (1.25%) Amazon EC2
2 8 (1.25%) Amazon EMR
3 7 (1.09%) Amazon AWS
4 3 (0.47%) Responsys
5 1 (0.16%) Pure360
5 1 (0.16%) MailChimp
5 1 (0.16%) Amazon S3
Communications & Networking
1 10 (1.56%) Intranet
2 8 (1.25%) NAS
2 8 (1.25%) SAN
3 5 (0.78%) Internet
4 2 (0.31%) Firewall
4 2 (0.31%) Asterisk PBX
4 2 (0.31%) TCP/IP
4 2 (0.31%) DNS
4 2 (0.31%) PBX
4 2 (0.31%) SMS
4 2 (0.31%) VoIP
4 2 (0.31%) DHCP
5 1 (0.16%) HTTP
5 1 (0.16%) Broadband
Database & Business Intelligence
1 145 (22.66%) Data Mining
2 124 (19.38%) Big Data
3 94 (14.69%) Relational Database
4 84 (13.13%) Hadoop
5 83 (12.97%) Data Warehouse
6 78 (12.19%) QlikView
7 73 (11.41%) SQL Server
8 69 (10.78%) SQL Server Integration Services
9 46 (7.19%) Spotfire
10 42 (6.56%) Apache Hive
11 40 (6.25%) SQL Server Reporting Services
12 29 (4.53%) SQL Server Analysis Services
13 26 (4.06%) NoSQL
14 24 (3.75%) SQL Server 2008
15 19 (2.97%) SQLPlus
16 17 (2.66%) PowerCenter
16 17 (2.66%) DataStage
17 15 (2.34%) EDRMS
17 15 (2.34%) SAP Data Services
18 14 (2.19%) RDBMS
Development Applications
1 12 (1.88%) Toad
2 8 (1.25%) Talend Open Studio
3 4 (0.63%) ChangeMan
3 4 (0.63%) JIRA
4 3 (0.47%) Visual Studio
5 2 (0.31%) Oracle APEX
6 1 (0.16%) Git (software)
6 1 (0.16%) Axure RP
6 1 (0.16%) Jenkins
6 1 (0.16%) Yeoman
General
1 237 (37.03%) Marketing
2 200 (31.25%) Finance
3 108 (16.88%) Retail
4 44 (6.88%) Telecoms
5 37 (5.78%) Banking
6 27 (4.22%) Games
7 21 (3.28%) Pharmaceutical
7 21 (3.28%) Automotive
8 13 (2.03%) Advertising
9 11 (1.72%) Publishing
9 11 (1.72%) Investment Banking
10 9 (1.41%) Retail Banking
11 6 (0.94%) Financial Institution
12 4 (0.63%) Electronics
12 4 (0.63%) Law
12 4 (0.63%) Aerospace
12 4 (0.63%) Manufacturing
13 3 (0.47%) Legal
13 3 (0.47%) iGaming
14 2 (0.31%) French Language
Job Titles
1 253 (39.53%) Analyst
2 142 (22.19%) Consultant
3 121 (18.91%) Data Analyst
4 85 (13.28%) Data Scientist
5 64 (10.00%) Senior Analyst
6 54 (8.44%) Insight Analyst
7 50 (7.81%) Data Consultant
8 44 (6.88%) Data Analytics Consultant
9 33 (5.16%) Business Analyst
10 30 (4.69%) Architect
11 27 (4.22%) Senior Consultant
11 27 (4.22%) Senior Insight Analyst
12 26 (4.06%) Management Consultant
13 25 (3.91%) SAS Analyst
14 23 (3.59%) Information Management Consultant
15 20 (3.13%) Marketing Analyst
15 20 (3.13%) Solutions Architect
16 16 (2.50%) Graduate
16 16 (2.50%) Statistician
16 16 (2.50%) SAS Insight Analyst
Libraries, Frameworks & Software Standards
1 11 (1.72%) MDX
2 9 (1.41%) HTML
3 8 (1.25%) Web Services
3 8 (1.25%) J2EE
4 5 (0.78%) XML
5 4 (0.63%) .NET
5 4 (0.63%) Natural Language Processing
5 4 (0.63%) ISPF
6 3 (0.47%) jQuery
7 2 (0.31%) RabbitMQ
7 2 (0.31%) REST
7 2 (0.31%) Kafka
7 2 (0.31%) ASP.NET
7 2 (0.31%) COM
7 2 (0.31%) CSS
8 1 (0.16%) Middleware
8 1 (0.16%) Cascalog
8 1 (0.16%) Pandas
8 1 (0.16%) D3.js
8 1 (0.16%) SciPy
Miscellaneous
1 358 (55.94%) Analytical Skills
2 198 (30.94%) Statistics
3 172 (26.88%) Mathematics
4 135 (21.09%) Visualisation
5 90 (14.06%) Economics
6 66 (10.31%) Computer Science
7 62 (9.69%) Neural Network
8 32 (5.00%) Digital Media
9 26 (4.06%) Physics
10 25 (3.91%) Applied Mathematics
11 23 (3.59%) Data Integration
12 20 (3.13%) Management Information System
13 17 (2.66%) Credit Risk
14 15 (2.34%) Artificial Intelligence
15 14 (2.19%) Informatics
15 14 (2.19%) Social Media
16 12 (1.88%) Data Extraction
17 11 (1.72%) Hedge funds
17 11 (1.72%) Enterprise Software
17 11 (1.72%) Psychology
Operating Systems
1 30 (4.69%) Windows
2 25 (3.91%) UNIX
3 23 (3.59%) Linux
4 12 (1.88%) Windows Server 2003
4 12 (1.88%) Windows Server 2008
5 1 (0.16%) Apple iOS
Processes & Methodologies
1 441 (68.91%) Analytics
2 155 (24.22%) Business Intelligence
3 142 (22.19%) Data Analysis
4 121 (18.91%) Data Analytics
5 120 (18.75%) Predictive Modelling
6 111 (17.34%) CRM
7 108 (16.88%) Data Modelling
8 87 (13.59%) Data Management
8 87 (13.59%) Statistical Modelling
9 71 (11.09%) Statistical Analysis
10 70 (10.94%) Customer Insight
11 67 (10.47%) Project Management
12 62 (9.69%) Cluster Analysis
13 58 (9.06%) Logistic Regression
14 55 (8.59%) ETL
15 50 (7.81%) Propensity Modelling
16 49 (7.66%) Direct Marketing
17 48 (7.50%) Information Management
18 43 (6.72%) Business Analysis
19 42 (6.56%) Customer Segmentation
Programming Languages
1 410 (64.06%) SQL
2 241 (37.66%) R
3 117 (18.28%) MATLAB
4 115 (17.97%) Python
5 80 (12.50%) Java
6 48 (7.50%) VBA
7 41 (6.41%) C++
8 28 (4.38%) T-SQL
9 26 (4.06%) C#
10 23 (3.59%) JavaScript
11 21 (3.28%) PHP
11 21 (3.28%) VB
12 19 (2.97%) PL/SQL
13 15 (2.34%) Perl
13 15 (2.34%) Ruby
14 12 (1.88%) C
15 9 (1.41%) Clojure
16 4 (0.63%) JCL
16 4 (0.63%) COBOL
17 2 (0.31%) VB.NET
Qualifications
1 256 (40.00%) Degree
2 55 (8.59%) PhD
3 11 (1.72%) CFA
4 5 (0.78%) Microsoft Certification
4 5 (0.78%) MBA
5 4 (0.63%) MCSE
5 4 (0.63%) Six Sigma Black Belt
6 3 (0.47%) Security Cleared
7 2 (0.31%) Six Sigma Master Black Belt
8 1 (0.16%) PRINCE2 Practitioner
8 1 (0.16%) SC Cleared
8 1 (0.16%) CIPD
8 1 (0.16%) ISEB
8 1 (0.16%) MCT
8 1 (0.16%) HND
8 1 (0.16%) Postgraduate
8 1 (0.16%) RHCE
8 1 (0.16%) PMI Certification
8 1 (0.16%) ECDL
Quality Assurance & Compliance
1 32 (5.00%) Data Quality
2 7 (1.09%) QA
3 2 (0.31%) Basel II
3 2 (0.31%) ISO/IEC 27001
3 2 (0.31%) CRD IV
4 1 (0.16%) Dodd-Frank
4 1 (0.16%) EMIR
4 1 (0.16%) Sarbanes-Oxley
System Software
1 18 (2.81%) VMware Infrastructure
2 14 (2.19%) Active Directory
3 8 (1.25%) vCloud
4 7 (1.09%) Apache Flume
5 2 (0.31%) GPFS
6 1 (0.16%) HDFS
6 1 (0.16%) VirtualBox
Systems Management
1 7 (1.09%) Opscode Chef
2 4 (0.63%) Control-M
3 2 (0.31%) Nagios
4 1 (0.16%) Vagrant
Vendors
1 119 (18.59%) Tableau
2 103 (16.09%) Oracle
3 77 (12.03%) Microsoft
4 68 (10.63%) Cognos
5 66 (10.31%) IBM
6 47 (7.34%) Business Objects
7 39 (6.09%) Informatica
8 31 (4.84%) SAP
8 31 (4.84%) Google
9 20 (3.13%) MicroStrategy
9 20 (3.13%) VMware
10 17 (2.66%) Unica
11 15 (2.34%) LexisNexis
11 15 (2.34%) Omniture
12 13 (2.03%) Ab Initio
13 12 (1.88%) Northgate
13 12 (1.88%) Minitab
13 12 (1.88%) Hyperion
13 12 (1.88%) Citrix
13 12 (1.88%) RapidMiner
London
Lawrence Harvey Enterprise
Salary: £45000 - £80000 per annum + Benefits
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: Benefits
Posted: Yesterday
Central London / West End
Clearwater People Solutions
Salary: £32000 - £42000 Per Annum
Posted: 2 days ago
Central London / West End
Clearwater People Solutions
Salary: £27000 - £31000 Per Annum Excellent Benefits
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Liverpool, Merseyside
Experis Ltd
Salary: £30000.00 - £40000.00 per annum + Benefits
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City, London
FPSG Connect
Salary: £40000 - £80000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Jarvis Recruitment
Salary: From £35,000 to £50,000 per annum Plus bonus and benefits
Posted: 2 days ago
South West London
XCM Rock
Salary: From £35,000 to £50,000 per annum
Posted: 2 days ago
Bradford, West Yorkshire
Senitor Associates
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Cyber Team
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Verticality Ltd
Salary: £50000 to £60000 per annum - Excellent corporate benefits
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Salary: £36000 - £38000 per annum + excellent Benefits + Flexi Working
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City, London
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Oliver James Associates
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London
Oho Group Ltd.
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Oliver James Associates
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EY
Salary: Competitive
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London
EY
Salary: Competitive
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Lawrence Harvey Enterprise
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