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 31 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
SPSS
Rank 561 624 518
Rank change year-on-year
+63 -106
Permanent jobs citing SPSS 339 270 381
As % of all permanent IT jobs located in England 0.33% 0.25% 0.38%
As % of the Applications category 2.29% 1.65% 2.51%
Number of salaries quoted 244 222 319
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £76,250 £80,000 £70,000
UK excluding London average salary £50,000 £45,000 £46,500
% change year-on-year
+11.11% -3.22%
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
14814 16401 15175
As % of all permanent IT jobs located in England 14.33% 15.29% 15.26%
Number of salaries quoted 12316 13109 12656
Average salary £39,000 £37,500 £37,500
Average salary % change year-on-year
+4.00% -
90% offered a salary of more than £23,500 £22,500 £23,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £36,000 £34,508 £35,000
% change year-on-year
+4.32% -1.40%

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 31 August 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 31 August 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 +56 250 £50,000 -2.91% 35
South East +45 53 £50,000 - 7
North West -4 15 £38,750 -13.88% 4
West Midlands -14 8 £40,000 +28.00% 4
East Midlands +1 7 £55,000 +129.16%
Yorkshire +3 4 £57,500 +27.77% 2
East of England +8 3 £46,250 +21.71%
North East -4 2 - - 3
South West -7 2 £35,000 -27.08% 5
Midlands - 1 - - 1
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 31 August 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.

1 591 (78.07%) Analytics
2 532 (70.28%) SAS
3 433 (57.20%) Analytical Skills
4 430 (56.80%) SQL
5 397 (52.44%) R
6 329 (43.46%) Degree
7 288 (38.04%) Business Intelligence
8 249 (32.89%) Marketing
9 231 (30.52%) Tableau
10 226 (29.85%) Statistics
11 198 (26.16%) Visualisation
12 197 (26.02%) Data Mining
13 192 (25.36%) Big Data
14 173 (22.85%) Data Analysis
15 172 (22.72%) Python
15 172 (22.72%) QlikView
16 164 (21.66%) Mathematics
17 147 (19.42%) Microsoft
18 141 (18.63%) Finance
19 140 (18.49%) MS Excel
20 133 (17.57%) Oracle
21 130 (17.17%) Cognos
22 124 (16.38%) Data Analytics
23 114 (15.06%) ETL
24 112 (14.80%) IBM
24 112 (14.80%) Retail
24 112 (14.80%) Hadoop
25 110 (14.53%) Data Warehouse
26 100 (13.21%) VBA
27 96 (12.68%) BusinessObjects

SPSS
Top Related IT Skills in England by Category

For the 6 months to 31 August 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
1 532 (70.28%) SAS
2 50 (6.61%) Apache Pig
3 40 (5.28%) Apache
4 18 (2.38%) Apache Spark
5 11 (1.45%) SharePoint
6 6 (0.79%) Elasticsearch
7 2 (0.26%) Lync
7 2 (0.26%) MS Exchange
8 1 (0.13%) BizTalk Server
8 1 (0.13%) ArcGIS
8 1 (0.13%) CMS
Applications
1 140 (18.49%) MS Excel
2 81 (10.70%) MS PowerPoint
3 36 (4.76%) MS Office
4 27 (3.57%) PowerPivot
5 18 (2.38%) Stata
6 13 (1.72%) GNU Octave
7 11 (1.45%) Spreadsheet
8 10 (1.32%) FastStats
9 7 (0.92%) CPLEX
9 7 (0.92%) Mathematica
9 7 (0.92%) Weka
10 5 (0.66%) S-PLUS
11 4 (0.53%) Vensim
12 3 (0.40%) Gephi
13 2 (0.26%) Adobe Creative Suite
14 1 (0.13%) MS Visio
Business Applications
1 17 (2.25%) Unica
2 11 (1.45%) WebTrends
2 11 (1.45%) SAP InfiniteInsight
3 10 (1.32%) Adobe Campaign
4 8 (1.06%) Oracle Financials
5 5 (0.66%) Cognos TM1
5 5 (0.66%) Cognos Business Intelligence
6 1 (0.13%) Radian6
6 1 (0.13%) SAP PS
6 1 (0.13%) Dynamics CRM
6 1 (0.13%) SAP Oil and Gas
6 1 (0.13%) SAP PM
6 1 (0.13%) SAP CRM
Cloud Services
1 51 (6.74%) Google Analytics
2 34 (4.49%) Amazon AWS
3 27 (3.57%) Amazon EMR
3 27 (3.57%) Amazon EC2
4 26 (3.43%) Cloud Computing
5 15 (1.98%) Adobe Analytics
6 5 (0.66%) SaaS
7 2 (0.26%) SmartFocus
7 2 (0.26%) PaaS
8 1 (0.13%) Amazon S3
8 1 (0.13%) Microsoft Azure
Communications & Networking
1 6 (0.79%) Internet
2 1 (0.13%) Broadband
Database & Business Intelligence
1 197 (26.02%) Data Mining
2 192 (25.36%) Big Data
3 172 (22.72%) QlikView
4 112 (14.80%) Hadoop
5 110 (14.53%) Data Warehouse
6 96 (12.68%) BusinessObjects
7 94 (12.42%) SQL Server
8 90 (11.89%) Relational Database
9 76 (10.04%) Pentaho
10 55 (7.27%) Apache Hive
11 52 (6.87%) NoSQL
12 51 (6.74%) MongoDB
13 48 (6.34%) Oracle BI EE
14 45 (5.94%) Mahout
14 45 (5.94%) RDBMS
15 43 (5.68%) SQL Server Integration Services
16 42 (5.55%) Spotfire
17 38 (5.02%) HBase
17 38 (5.02%) Apache Cassandra
18 36 (4.76%) Sqoop
Development Applications
1 45 (5.94%) Talend Open Studio
2 18 (2.38%) Toad
3 13 (1.72%) ERwin
4 2 (0.26%) Team Foundation Server
5 1 (0.13%) Visual Studio
5 1 (0.13%) JIRA
5 1 (0.13%) Git (software)
5 1 (0.13%) Yeoman
5 1 (0.13%) Jenkins
General
1 249 (32.89%) Marketing
2 141 (18.63%) Finance
3 112 (14.80%) Retail
4 42 (5.55%) Banking
5 29 (3.83%) Publishing
6 28 (3.70%) Multimedia
7 22 (2.91%) Legal
8 18 (2.38%) Advertising
9 15 (1.98%) Financial Institution
10 8 (1.06%) Law
11 7 (0.92%) Automotive
11 7 (0.92%) Telecoms
12 6 (0.79%) Investment Banking
13 5 (0.66%) French Language
13 5 (0.66%) German Language
14 3 (0.40%) Pharmaceutical
14 3 (0.40%) Manufacturing
14 3 (0.40%) Retail Banking
15 2 (0.26%) Aerospace
16 1 (0.13%) Billing
Job Titles
1 320 (42.27%) Analyst
2 120 (15.85%) Data Analyst
3 110 (14.53%) Data Scientist
4 103 (13.61%) Consultant
5 83 (10.96%) Senior Analyst
6 78 (10.30%) Insight Analyst
7 71 (9.38%) Architect
8 64 (8.45%) Data Manager
9 49 (6.47%) Data Architect
10 44 (5.81%) Senior Manager
11 32 (4.23%) Data Analytics Manager
11 32 (4.23%) Big Data Architect
12 31 (4.10%) Senior Data Analyst
12 31 (4.10%) Solutions Architect
13 27 (3.57%) SPSS Data Analyst
13 27 (3.57%) Business Analyst
14 26 (3.43%) Business Intelligence Manager
15 24 (3.17%) Business Intelligence Analyst
16 23 (3.04%) Developer
16 23 (3.04%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 32 (4.23%) HTML
2 31 (4.10%) MLlib
3 27 (3.57%) Web Services
4 20 (2.64%) .NET
5 12 (1.59%) CSS
6 10 (1.32%) Natural Language Processing
6 10 (1.32%) XML
7 8 (1.06%) Flash
8 5 (0.66%) ASP.NET
9 4 (0.53%) Scilab
9 4 (0.53%) D3.js
9 4 (0.53%) scikit-learn
10 3 (0.40%) FpML
10 3 (0.40%) Lucene
10 3 (0.40%) JSON
10 3 (0.40%) jQuery
10 3 (0.40%) SciPy
11 2 (0.26%) ASP.NET MVC
11 2 (0.26%) Silverlight
12 1 (0.13%) Cascalog
Miscellaneous
1 433 (57.20%) Analytical Skills
2 226 (29.85%) Statistics
3 198 (26.16%) Visualisation
4 164 (21.66%) Mathematics
5 90 (11.89%) Computer Science
6 63 (8.32%) Social Media
7 58 (7.66%) Economics
8 42 (5.55%) Algorithms
9 37 (4.89%) Management Information System
10 36 (4.76%) Data Protection Act
11 32 (4.23%) Freedom of Information
11 32 (4.23%) Data Integration
12 28 (3.70%) Freedom of Information Act
13 23 (3.04%) Physics
14 19 (2.51%) Digital Media
14 19 (2.51%) FMCG
15 16 (2.11%) Cybercrime
16 15 (1.98%) Data Extraction
17 14 (1.85%) GIS
18 13 (1.72%) Neural Network
Operating Systems
1 37 (4.89%) Linux
2 6 (0.79%) UNIX
3 2 (0.26%) Windows
Processes & Methodologies
1 591 (78.07%) Analytics
2 288 (38.04%) Business Intelligence
3 173 (22.85%) Data Analysis
4 124 (16.38%) Data Analytics
5 114 (15.06%) ETL
6 89 (11.76%) Information Management
7 87 (11.49%) Data Modelling
8 77 (10.17%) Statistical Analysis
9 74 (9.78%) Statistical Modelling
10 73 (9.64%) CRM
11 71 (9.38%) Stakeholder Management
12 70 (9.25%) Business Development
13 69 (9.11%) Predictive Modelling
14 68 (8.98%) Predictive Analytics
15 67 (8.85%) CHAID
16 64 (8.45%) Open Source
17 63 (8.32%) Data Management
18 62 (8.19%) Project Management
18 62 (8.19%) Business Analytics
19 59 (7.79%) Customer Insight
Programming Languages
1 430 (56.80%) SQL
2 397 (52.44%) R
3 172 (22.72%) Python
4 100 (13.21%) VBA
5 82 (10.83%) MATLAB
6 71 (9.38%) Java
7 39 (5.15%) T-SQL
8 33 (4.36%) Perl
8 33 (4.36%) PHP
9 28 (3.70%) C#
10 27 (3.57%) JavaScript
11 18 (2.38%) PL/SQL
12 17 (2.25%) C++
13 14 (1.85%) VB
14 12 (1.59%) Scala
15 11 (1.45%) VB.NET
16 7 (0.92%) C
16 7 (0.92%) Shell Script
16 7 (0.92%) Ruby
17 5 (0.66%) SPARQL
Qualifications
1 329 (43.46%) Degree
2 28 (3.70%) PhD
3 21 (2.77%) Security Cleared
4 10 (1.32%) Postgraduate
5 8 (1.06%) IBM Certification
6 7 (0.92%) PMI Certification
7 6 (0.79%) SC Cleared
8 5 (0.66%) CIMA
9 3 (0.40%) CITP
9 3 (0.40%) DV Cleared
10 2 (0.26%) PMP
11 1 (0.13%) A+ Certification
Quality Assurance & Compliance
1 18 (2.38%) EMIR
1 18 (2.38%) CRD IV
1 18 (2.38%) MiFID
2 16 (2.11%) QA
3 9 (1.19%) ISO 9001
4 7 (0.92%) Data Quality
5 6 (0.79%) ISO/IEC 27001
6 5 (0.66%) ISO 14001
7 4 (0.53%) Solvency II
8 3 (0.40%) Dodd-Frank
8 3 (0.40%) Basel II
8 3 (0.40%) TickIT
System Software
1 33 (4.36%) Apache Flume
2 7 (0.92%) GPFS
2 7 (0.92%) HDFS
3 1 (0.13%) VirtualBox
Systems Management
1 28 (3.70%) Opscode Chef
2 1 (0.13%) Vagrant
Vendors
1 231 (30.52%) Tableau
2 147 (19.42%) Microsoft
3 133 (17.57%) Oracle
4 130 (17.17%) Cognos
5 112 (14.80%) IBM
6 80 (10.57%) Informatica
7 68 (8.98%) Teradata
8 67 (8.85%) MicroStrategy
9 61 (8.06%) SAP
10 60 (7.93%) Netezza
11 51 (6.74%) Google
12 45 (5.94%) Talend
13 29 (3.83%) Greenplum
14 26 (3.43%) Vertica
15 25 (3.30%) Alterian
16 21 (2.77%) Alteryx
17 20 (2.64%) Omniture
18 19 (2.51%) Ab Initio
19 17 (2.25%) Adobe
20 16 (2.11%) Cognizant
City, London
Understanding Recruitment
Salary: £35000 per annum + Execllent Benefits
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £400.00 - £500.00 per annum
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £60 - £80k + Bonus + Excellent Benefits
Posted: 2 days ago
Midlands
EMBS- People Transfer
Salary: To £85,000 + 20% Bonus + Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £85,000 + Excellent Benefits
Posted: 2 days ago
City, London
Mail Online
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £57,000
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £80,000
Posted: 3 days ago
Manchester, Lancashire
Experis Ltd
Salary: £40000.00 per annum + Bonus & Benefits
Posted: 4 days ago
Manchester, Lancashire
Experis Ltd
Salary: £60000.00 per annum + Bonus & Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: 4 days ago
Bristol Area
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 4 days ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £30000 - £41000 Per Annum
Posted: 5 days ago
Sutton Coldfield, West Midlands
Defence Infrastructure Organisation
Posted: 5 days ago
London
Venturi
Salary: £40000.00 - £45000.00 per annum + Benefits
Posted: 5 days ago
Reading, Berkshire
Circle Recruitment
Salary: £30000 - £55000 per annum + package
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £45,000 - £65,000 + Excellent Benefits
Posted: 5 days ago