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 28 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Apr 2015
Same period 2014 Same period 2013
SPSS
Rank 522 568 527
Rank change year-on-year
+46 -41
Permanent jobs citing SPSS 386 347 365
As % of all permanent IT jobs located in England 0.37% 0.31% 0.35%
As % of the Applications category 2.50% 2.07% 2.29%
Number of salaries quoted 310 281 335
Average salary £45,000 £45,000 £43,750
Average salary % change year-on-year
- +2.85%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £75,000 £85,000 £60,000
UK excluding London average salary £45,000 £41,500 £40,000
% change year-on-year
+8.43% +3.75%
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
15467 16771 15943
As % of all permanent IT jobs located in England 14.94% 15.05% 15.37%
Number of salaries quoted 12534 13715 13235
Average salary £37,500 £37,500 £37,500
90% offered a salary of more than £22,500 £23,000 £23,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £35,000 £34,000 £34,000
% change year-on-year
+2.94% -

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 28 April 2015.

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 28 April 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
London -6 216 £55,000 +10.00% 54
South East +70 81 £45,000 +56.52% 5
Yorkshire +29 42 £32,500 -18.75% 2
North West +20 17 £28,000 -32.53% 3
West Midlands -7 15 £51,250 +57.69%
South West -14 14 £39,000 -8.23% 1
North East - 8 - -
East Midlands +18 6 £40,000 - 1
East of England +16 3 £32,500 -22.61% 1
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 28 April 2015, 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.

1 480 (70.28%) Analytics
2 470 (68.81%) SAS
3 376 (55.05%) SQL
4 362 (53.00%) Analytical Skills
5 337 (49.34%) R
6 282 (41.29%) Degree
7 233 (34.11%) Business Intelligence
8 228 (33.38%) Marketing
9 219 (32.06%) Statistics
10 203 (29.72%) Big Data
11 188 (27.53%) Data Mining
12 179 (26.21%) Tableau
13 176 (25.77%) Data Analysis
14 167 (24.45%) Mathematics
15 160 (23.43%) Visualisation
16 143 (20.94%) Hadoop
17 139 (20.35%) Finance
18 131 (19.18%) Oracle
19 130 (19.03%) Data Modelling
20 129 (18.89%) QlikView
21 128 (18.74%) Python
22 125 (18.30%) Microsoft
23 121 (17.72%) MATLAB
24 113 (16.54%) ETL
25 110 (16.11%) MS Excel
26 109 (15.96%) SQL Server
27 98 (14.35%) CRM
28 91 (13.32%) Statistical Modelling
29 89 (13.03%) Java
29 89 (13.03%) IBM

SPSS
Top Related IT Skills in England by Category

For the 6 months to 28 April 2015, 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
1 470 (68.81%) SAS
2 41 (6.00%) Apache Pig
3 19 (2.78%) Apache
4 16 (2.34%) Oracle Coherence
5 11 (1.61%) SharePoint
6 9 (1.32%) Apache Spark
7 7 (1.02%) OpenStack
8 6 (0.88%) MS Exchange
9 2 (0.29%) BizTalk Server
9 2 (0.29%) Exchange Server 2007
9 2 (0.29%) Lync
9 2 (0.29%) Exchange Server 2010
10 1 (0.15%) ArcGIS
10 1 (0.15%) Elasticsearch
Applications
1 110 (16.11%) MS Excel
2 56 (8.20%) MS Office
3 37 (5.42%) MS PowerPoint
4 28 (4.10%) Stata
5 17 (2.49%) FastStats
6 11 (1.61%) PowerPivot
7 7 (1.02%) CPLEX
8 6 (0.88%) Gephi
9 2 (0.29%) Adobe Creative Suite
10 1 (0.15%) Vensim
10 1 (0.15%) Spreadsheet
10 1 (0.15%) MS Project
10 1 (0.15%) MS Visio
Business Applications
1 11 (1.61%) Cognos Business Intelligence
2 10 (1.46%) Unica
2 10 (1.46%) SAP InfiniteInsight
3 7 (1.02%) WebTrends
4 6 (0.88%) Oracle Financials
5 4 (0.59%) Dynamics CRM
6 2 (0.29%) SAP MDM
6 2 (0.29%) Cognos TM1
6 2 (0.29%) SAP Oil and Gas
7 1 (0.15%) Radian6
7 1 (0.15%) Scribe Insight
Cloud Services
1 70 (10.25%) Google Analytics
2 33 (4.83%) Amazon AWS
3 14 (2.05%) Cloud Computing
4 12 (1.76%) Amazon EC2
4 12 (1.76%) Amazon EMR
5 7 (1.02%) Adobe Analytics
6 4 (0.59%) Microsoft Azure
7 2 (0.29%) SaaS
7 2 (0.29%) SmartFocus
8 1 (0.15%) Responsys
Communications & Networking
1 6 (0.88%) Internet
2 5 (0.73%) SAN
2 5 (0.73%) NAS
3 3 (0.44%) Broadband
3 3 (0.44%) TCP/IP
4 2 (0.29%) LDAP
5 1 (0.15%) Wireless
5 1 (0.15%) Cisco IOS
5 1 (0.15%) DNS
5 1 (0.15%) PBX
5 1 (0.15%) SMS
Database & Business Intelligence
1 203 (29.72%) Big Data
2 188 (27.53%) Data Mining
3 143 (20.94%) Hadoop
4 129 (18.89%) QlikView
5 109 (15.96%) SQL Server
6 78 (11.42%) SQL Server Reporting Services
7 66 (9.66%) Data Warehouse
8 59 (8.64%) Oracle BI EE
9 58 (8.49%) Apache Hive
10 54 (7.91%) Relational Database
10 54 (7.91%) SQL Server Analysis Services
11 52 (7.61%) MongoDB
12 45 (6.59%) SQL Server Integration Services
13 39 (5.71%) Spotfire
14 38 (5.56%) NoSQL
15 37 (5.42%) Pentaho
16 35 (5.12%) BusinessObjects
16 35 (5.12%) Apache Cassandra
17 20 (2.93%) HBase
18 19 (2.78%) Mahout
Development Applications
1 20 (2.93%) Talend Open Studio
2 3 (0.44%) Visual Studio
3 2 (0.29%) ERwin
3 2 (0.29%) Team Foundation Server
General
1 228 (33.38%) Marketing
2 139 (20.35%) Finance
3 65 (9.52%) Retail
4 45 (6.59%) Banking
5 18 (2.64%) Games
6 16 (2.34%) Legal
7 12 (1.76%) Financial Institution
7 12 (1.76%) Telecoms
8 8 (1.17%) Law
8 8 (1.17%) Investment Banking
9 6 (0.88%) Online Betting
10 5 (0.73%) Retail Banking
11 4 (0.59%) Manufacturing
11 4 (0.59%) Advertising
11 4 (0.59%) Automotive
11 4 (0.59%) Pharmaceutical
12 2 (0.29%) Electronics
12 2 (0.29%) Aerospace
12 2 (0.29%) Publishing
12 2 (0.29%) French Language
Job Titles
1 287 (42.02%) Analyst
2 134 (19.62%) Data Analyst
3 124 (18.16%) Data Scientist
4 108 (15.81%) Consultant
5 63 (9.22%) Insight Analyst
6 50 (7.32%) Architect
7 46 (6.73%) Senior Analyst
8 35 (5.12%) Data Manager
9 32 (4.69%) Business Intelligence Consultant
9 32 (4.69%) Business Intelligence Manager
10 29 (4.25%) SPSS Data Analyst
11 28 (4.10%) Data Architect
12 25 (3.66%) Data Analytics Manager
13 24 (3.51%) Senior Manager
14 23 (3.37%) Data Consultant
15 22 (3.22%) Customer Analyst
15 22 (3.22%) Technical Architect
15 22 (3.22%) Business Intelligence Analyst
16 19 (2.78%) Business Manager
16 19 (2.78%) Data Modeller
Libraries, Frameworks & Software Standards
1 21 (3.07%) HTML
2 19 (2.78%) Web Services
3 15 (2.20%) .NET
4 12 (1.76%) scikit-learn
5 10 (1.46%) CSS
6 6 (0.88%) J2EE
7 5 (0.73%) ASP.NET
8 3 (0.44%) FpML
8 3 (0.44%) jQuery
9 2 (0.29%) ASP.NET MVC
9 2 (0.29%) REST
9 2 (0.29%) Natural Language Processing
9 2 (0.29%) JSON
9 2 (0.29%) MDX
9 2 (0.29%) RSS
9 2 (0.29%) XML Schema
9 2 (0.29%) Silverlight
9 2 (0.29%) Zend Framework
9 2 (0.29%) XML-RPC
9 2 (0.29%) XML
Miscellaneous
1 362 (53.00%) Analytical Skills
2 219 (32.06%) Statistics
3 167 (24.45%) Mathematics
4 160 (23.43%) Visualisation
5 87 (12.74%) Computer Science
6 56 (8.20%) Economics
7 48 (7.03%) Social Media
8 45 (6.59%) Open Source
8 45 (6.59%) Data Integration
9 41 (6.00%) Algorithms
10 24 (3.51%) Physics
11 21 (3.07%) Management Information System
12 20 (2.93%) Neural Network
13 18 (2.64%) Data Extraction
14 16 (2.34%) Informatics
15 13 (1.90%) Taxonomies
16 12 (1.76%) Psychology
16 12 (1.76%) Applied Mathematics
17 11 (1.61%) Tandem
18 10 (1.46%) GIS
Operating Systems
1 21 (3.07%) Linux
2 10 (1.46%) Windows
3 7 (1.02%) UNIX
4 3 (0.44%) Windows Server 2008
5 2 (0.29%) Windows 7
6 1 (0.15%) Android
Processes & Methodologies
1 480 (70.28%) Analytics
2 233 (34.11%) Business Intelligence
3 176 (25.77%) Data Analysis
4 130 (19.03%) Data Modelling
5 113 (16.54%) ETL
6 98 (14.35%) CRM
7 91 (13.32%) Statistical Modelling
8 88 (12.88%) Data Analytics
9 81 (11.86%) Predictive Modelling
10 64 (9.37%) Information Management
11 62 (9.08%) Customer Insight
12 59 (8.64%) Data Management
13 54 (7.91%) Project Management
14 52 (7.61%) Statistical Analysis
15 49 (7.17%) E-Commerce
16 48 (7.03%) MapReduce
16 48 (7.03%) Line Management
17 46 (6.73%) CHAID
18 45 (6.59%) Predictive Analytics
19 42 (6.15%) Mentoring
Programming Languages
1 376 (55.05%) SQL
2 337 (49.34%) R
3 128 (18.74%) Python
4 121 (17.72%) MATLAB
5 89 (13.03%) Java
6 47 (6.88%) T-SQL
7 46 (6.73%) VBA
8 22 (3.22%) C++
9 21 (3.07%) PHP
9 21 (3.07%) C
9 21 (3.07%) C#
10 19 (2.78%) Perl
11 17 (2.49%) JavaScript
12 13 (1.90%) PL/SQL
13 11 (1.61%) Scala
14 10 (1.46%) VB.NET
15 8 (1.17%) Ruby
16 6 (0.88%) Bash Shell
16 6 (0.88%) HiveQL
17 5 (0.73%) Clojure
Qualifications
1 282 (41.29%) Degree
2 55 (8.05%) PhD
3 24 (3.51%) IBM Certification
4 11 (1.61%) Postgraduate
5 9 (1.32%) Security Cleared
6 1 (0.15%) MBA
6 1 (0.15%) CISSP
6 1 (0.15%) PRINCE2 Certification
6 1 (0.15%) PMP
6 1 (0.15%) PMI Certification
Quality Assurance & Compliance
1 30 (4.39%) QA
2 9 (1.32%) MiFID
2 9 (1.32%) EMIR
2 9 (1.32%) CRD IV
3 7 (1.02%) ISO/IEC 27001
4 6 (0.88%) ISO 9001
4 6 (0.88%) Data Quality
5 5 (0.73%) Solvency II
6 4 (0.59%) ISO 14001
7 3 (0.44%) SLA
7 3 (0.44%) Basel II
7 3 (0.44%) Dodd-Frank
8 1 (0.15%) PMBOK
System Software
1 21 (3.07%) HDFS
2 17 (2.49%) Apache Flume
3 5 (0.73%) VMware Infrastructure
3 5 (0.73%) vCloud
4 2 (0.29%) Active Directory
5 1 (0.15%) GPFS
Systems Management
1 13 (1.90%) Opscode Chef
2 2 (0.29%) Oracle EDQ
3 1 (0.15%) Backup Exec
Vendors
1 179 (26.21%) Tableau
2 131 (19.18%) Oracle
3 125 (18.30%) Microsoft
4 89 (13.03%) IBM
5 88 (12.88%) Business Objects
6 75 (10.98%) Cognos
7 70 (10.25%) Google
8 69 (10.10%) Informatica
9 54 (7.91%) SAP
9 54 (7.91%) Teradata
10 29 (4.25%) Netezza
11 28 (4.10%) MicroStrategy
12 23 (3.37%) Ab Initio
13 22 (3.22%) Alterian
14 20 (2.93%) Talend
15 18 (2.64%) Greenplum
16 17 (2.49%) Omniture
16 17 (2.49%) Birst
17 14 (2.05%) Alteryx
17 14 (2.05%) Salesforce.com
London
Initi8 Recruitment
Salary: £35000 - £40000 Per Annum range of benefits
Posted: 3 hours ago
London
Initi8 Recruitment
Salary: £35000 - £40000 Per Annum range of benefits
Posted: 3 hours ago
South West London
TFL
Salary: Competitive
Posted: 6 hours ago
South West London
TFL
Salary: Competitive
Posted: 6 hours ago
City, London
Propel London Ltd
Posted: 7 hours ago
South West London
TFL
Salary: Competitive
Posted: 7 hours ago
Basingstoke, Hampshire
Oxbridge Answers
Salary: 65,000-75,000 + Pension, Bonus, Healthcare, Holiday and more
Posted: 7 hours ago
London
PwC
Salary: Competitive + Beneits
Posted: 7 hours ago
London
PwC
Salary: Competitive + Benefits
Posted: 7 hours ago
City, London
People Source Consulting
Posted: 9 hours ago
Basingstoke, Hampshire
Oxbridge Answers
Salary: 45000-55000 + bonus, pension
Posted: 10 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 13 hours ago
London
GL Global
Salary: bonus
Posted: 22 hours ago
London
Salt
Salary: £40000 - £70000 per annum + Plus Benefits
Posted: Yesterday
London
Harnham
Salary: £50000 - £65000 per annum + Benefits
Posted: 2 days ago
East Riding
Harnham
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
Swindon, Wiltshire
Understanding Recruitment
Salary: £35000 - £40000 per annum + Benefits
Posted: 2 days ago
Greater Manchester
HAYS INFORMATION TECHNOLOGY
Salary: £36000 - £42957 per annum + excellent benefits
Posted: 4 days ago
Warrington, Cheshire
Adria Solutions Ltd
Salary: £18000 - £26000 per annum + Benefits
Posted: 4 days ago