The table below looks at the statistics for SPSS skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
SPSS
Rank 642 629 718
Rank change year-on-year
-13 +89
Permanent jobs citing SPSS 249 306 233
As % of all permanent IT jobs located in England 0.28% 0.30% 0.22%
As % of the Applications category 2.21% 2.16% 1.43%
Number of salaries quoted 194 219 194
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £34,400 £32,500 £29,500
10% offered a salary of more than £75,600 £78,500 £80,700
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
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
11289 14198 16275
As % of all permanent IT jobs located in England 12.54% 14.04% 15.23%
Number of salaries quoted 9401 11772 13094
Median salary £38,500 £38,500 £37,500
Median salary % change year-on-year
- +2.66%
90% offered a salary of more than £23,000 £23,000 £22,500
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £36,000 £35,000 £34,000
% change year-on-year
+2.85% +2.94%

SPSS
Jobs Demand Trend in England

The demand trend of job ads across the England region citing SPSS as a proportion of all IT jobs with a match in 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 26 September 2016.

SPSS Salary Histogram in England

SPSS
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the England region over the 3 months to 26 September 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -22 135 £48,750 -2.50% 8
North West +33 29 £45,000 +16.12% 4
South West +2 22 £50,000 +29.87% 1
South East +1 22 £40,000 -20.00%
East of England +41 19 £52,500 +10.52% 2
East Midlands +24 11 £45,000 -47.05% 1
Yorkshire +23 8 £50,000 -13.04% 1
West Midlands -17 3 £45,000 +12.50% 1
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 26 September 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 England region with a requirement for SPSS.

1 356 (77.39%) SAS
2 329 (71.52%) Analytics
3 296 (64.35%) Analytical Skills
4 288 (62.61%) SQL
5 221 (48.04%) R
6 202 (43.91%) Degree
7 193 (41.96%) Python
8 157 (34.13%) Business Intelligence
9 143 (31.09%) Data Analytics
10 140 (30.43%) Statistics
11 126 (27.39%) Visualisation
12 124 (26.96%) Big Data
12 124 (26.96%) Marketing
13 117 (25.43%) Tableau
14 115 (25.00%) Hadoop
15 114 (24.78%) Java
16 111 (24.13%) Finance
17 110 (23.91%) Data Mining
18 97 (21.09%) Data Visualisation
19 94 (20.43%) Data Analysis
20 93 (20.22%) SQL Server
21 92 (20.00%) Data Modelling
22 89 (19.35%) Mathematics
23 86 (18.70%) Computer Science
23 86 (18.70%) Machine Learning
24 73 (15.87%) ETL
25 71 (15.43%) MATLAB
26 63 (13.70%) BusinessObjects
27 60 (13.04%) PhD
28 58 (12.61%) Oracle

SPSS
Top Related IT Skills in England 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
1 356 (77.39%) SAS
2 52 (11.30%) Apache Spark
3 40 (8.70%) Apache Pig
4 12 (2.61%) Apache
4 12 (2.61%) ArcGIS
5 3 (0.65%) SharePoint
6 2 (0.43%) OpenStack
7 1 (0.22%) Adobe Experience Manager
7 1 (0.22%) Elasticsearch
Applications
1 56 (12.17%) MS Excel
2 33 (7.17%) MS PowerPoint
3 24 (5.22%) Stata
4 18 (3.91%) MS Office
5 5 (1.09%) Spreadsheet
6 3 (0.65%) EViews
6 3 (0.65%) MS Visio
6 3 (0.65%) Weka
7 2 (0.43%) CPLEX
7 2 (0.43%) S-PLUS
8 1 (0.22%) InVision
8 1 (0.22%) OmniGraffle
8 1 (0.22%) Photoshop
Business Applications
1 29 (6.30%) FastStats
2 4 (0.87%) Dynamics CRM
2 4 (0.87%) Dynamics NAV
2 4 (0.87%) WebTrends
3 3 (0.65%) Unica
4 2 (0.43%) Adobe Campaign
4 2 (0.43%) Eloqua
4 2 (0.43%) Oracle Financials
4 2 (0.43%) SAP InfiniteInsight
5 1 (0.22%) Aareon QL
5 1 (0.22%) Academy Housing
5 1 (0.22%) Cognos TM1
5 1 (0.22%) Data Workbench
5 1 (0.22%) FastStats PeopleStage
5 1 (0.22%) MIS ActiveH
5 1 (0.22%) Northgate Housing
5 1 (0.22%) OPENHousing
5 1 (0.22%) Orchard Housing
5 1 (0.22%) SAP MDM
Cloud Services
1 38 (8.26%) Google Analytics
2 17 (3.70%) Adobe Analytics
2 17 (3.70%) Amazon AWS
3 12 (2.61%) Amazon EC2
3 12 (2.61%) Amazon EMR
3 12 (2.61%) Cloud Computing
4 7 (1.52%) Google Cloud Platform
4 7 (1.52%) Google Tag Manager
5 2 (0.43%) Amazon S3
5 2 (0.43%) AWS Data Pipeline
5 2 (0.43%) AWS Lambda
6 1 (0.22%) SaaS
6 1 (0.22%) Silverpop
Communications & Networking
1 6 (1.30%) SMS
2 3 (0.65%) Internet
3 1 (0.22%) Intranet
Database & Business Intelligence
1 124 (26.96%) Big Data
2 115 (25.00%) Hadoop
3 110 (23.91%) Data Mining
4 93 (20.22%) SQL Server
5 63 (13.70%) BusinessObjects
6 51 (11.09%) SQL Server Integration Services
7 50 (10.87%) SQL Server Reporting Services
8 47 (10.22%) QlikView
9 45 (9.78%) Relational Database
10 43 (9.35%) Apache Hive
11 39 (8.48%) GIS
12 38 (8.26%) Data Warehouse
13 26 (5.65%) NoSQL
14 25 (5.43%) RDBMS
15 22 (4.78%) Spotfire
16 21 (4.57%) Power BI
17 18 (3.91%) MongoDB
18 16 (3.48%) Apache Cassandra
19 15 (3.26%) HBase
19 15 (3.26%) MySQL
Development Applications
1 6 (1.30%) Talend Open Studio
2 1 (0.22%) Axure RP
2 1 (0.22%) Balsamiq Mockups
2 1 (0.22%) ERwin
2 1 (0.22%) Oracle APEX
2 1 (0.22%) Team Foundation Server
2 1 (0.22%) Toad
General
1 124 (26.96%) Marketing
2 111 (24.13%) Finance
3 48 (10.43%) Retail
4 32 (6.96%) Banking
5 8 (1.74%) Legal
6 6 (1.30%) French Language
7 5 (1.09%) Games
7 5 (1.09%) Telecoms
8 3 (0.65%) Advertising
8 3 (0.65%) Pharmaceutical
9 2 (0.43%) Automotive
10 1 (0.22%) German Language
10 1 (0.22%) Law
10 1 (0.22%) Retail Banking
10 1 (0.22%) Spanish Language
Job Titles
1 178 (38.70%) Analyst
2 101 (21.96%) Data Scientist
3 71 (15.43%) Data Analyst
4 56 (12.17%) Analytics Manager
5 51 (11.09%) Data Manager
6 50 (10.87%) Insight Analyst
7 47 (10.22%) Consultant
8 43 (9.35%) Senior Manager
9 40 (8.70%) Data Analytics Manager
10 37 (8.04%) Senior Analytics Manager
11 33 (7.17%) Marketing Analyst
12 32 (6.96%) Analytics Consultant
13 31 (6.74%) Senior Analyst
14 28 (6.09%) Digital Analyst
15 24 (5.22%) Fraud Manager
16 23 (5.00%) Senior Technical Manager
16 23 (5.00%) Technical Manager
17 22 (4.78%) Business Intelligence Consultant
18 21 (4.57%) Data Consultant
19 17 (3.70%) SAS Analyst
Libraries, Frameworks & Software Standards
1 31 (6.74%) .NET
2 19 (4.13%) HTML
3 14 (3.04%) Flash
3 14 (3.04%) Web Services
4 5 (1.09%) D3.js
4 5 (1.09%) jQuery
4 5 (1.09%) NumPy
5 4 (0.87%) Natural Language Processing
5 4 (0.87%) RESTful
6 3 (0.65%) Matplotlib
6 3 (0.65%) Pandas
6 3 (0.65%) scikit-learn
6 3 (0.65%) SciPy
7 2 (0.43%) Catalyst
7 2 (0.43%) CSS
7 2 (0.43%) MLlib
7 2 (0.43%) REST
8 1 (0.22%) COM
8 1 (0.22%) Middleware
8 1 (0.22%) XML
Miscellaneous
1 296 (64.35%) Analytical Skills
2 140 (30.43%) Statistics
3 126 (27.39%) Visualisation
4 89 (19.35%) Mathematics
5 86 (18.70%) Computer Science
6 37 (8.04%) Credit Risk
7 27 (5.87%) User Experience
8 24 (5.22%) Economics
9 21 (4.57%) Physics
10 20 (4.35%) Algorithms
11 16 (3.48%) Psychology
12 15 (3.26%) Social Media
13 12 (2.61%) Management Information System
14 8 (1.74%) Neural Network
15 7 (1.52%) Data Structures
16 6 (1.30%) Artificial Intelligence
17 5 (1.09%) Digital Media
17 5 (1.09%) Smartphone
18 4 (0.87%) Augmented Reality
19 3 (0.65%) iPad
Operating Systems
1 12 (2.61%) Linux
2 9 (1.96%) Unix
3 4 (0.87%) Windows
Processes & Methodologies
1 329 (71.52%) Analytics
2 157 (34.13%) Business Intelligence
3 143 (31.09%) Data Analytics
4 97 (21.09%) Data Visualisation
5 94 (20.43%) Data Analysis
6 92 (20.00%) Data Modelling
7 86 (18.70%) Machine Learning
8 73 (15.87%) ETL
9 57 (12.39%) Customer Insight
10 52 (11.30%) Predictive Modelling
11 48 (10.43%) Stakeholder Management
12 45 (9.78%) Project Management
13 44 (9.57%) Actionable Insight
13 44 (9.57%) Statistical Analysis
14 34 (7.39%) Campaign Analysis
14 34 (7.39%) Programme Management
15 31 (6.74%) Anti-Money Laundering
15 31 (6.74%) Resource Management
15 31 (6.74%) Statistical Modelling
16 30 (6.52%) CRM
Programming Languages
1 288 (62.61%) SQL
2 221 (48.04%) R
3 193 (41.96%) Python
4 114 (24.78%) Java
5 71 (15.43%) MATLAB
6 43 (9.35%) C++
7 35 (7.61%) VBA
8 34 (7.39%) T-SQL
9 33 (7.17%) C#
9 33 (7.17%) Scala
10 30 (6.52%) VB.NET
11 22 (4.78%) JavaScript
12 18 (3.91%) Perl
13 14 (3.04%) PHP
14 5 (1.09%) C
15 4 (0.87%) PL/SQL
15 4 (0.87%) Shell Script
16 3 (0.65%) Cython
16 3 (0.65%) Lua
17 2 (0.43%) Clojure
Qualifications
1 202 (43.91%) Degree
2 60 (13.04%) PhD
3 3 (0.65%) BPSS Clearance
3 3 (0.65%) MBA
3 3 (0.65%) PMI Certification
4 2 (0.43%) ITIL Foundation Certificate
4 2 (0.43%) Security Cleared
5 1 (0.22%) CIMA
5 1 (0.22%) Postgraduate
5 1 (0.22%) SC Cleared
Quality Assurance & Compliance
1 30 (6.52%) Data Quality
2 13 (2.83%) QA
3 7 (1.52%) SLA
4 3 (0.65%) Actionable Recommendations
5 2 (0.43%) CRD IV
5 2 (0.43%) EMIR
5 2 (0.43%) MiFID
6 1 (0.22%) IAS 39
6 1 (0.22%) SNOMED CT
System Software
1 10 (2.17%) Apache Flume
2 4 (0.87%) HDFS
3 2 (0.43%) GPFS
Systems Management
1 10 (2.17%) Opscode Chef
2 1 (0.22%) Cisco IPCC
2 1 (0.22%) Systems Management Server (SMS)
2 1 (0.22%) Tivoli
Vendors
1 117 (25.43%) Tableau
2 58 (12.61%) Oracle
3 50 (10.87%) Google
4 49 (10.65%) SAP
5 32 (6.96%) Microsoft
6 26 (5.65%) Cognos
7 23 (5.00%) Adobe
8 18 (3.91%) Alteryx
9 17 (3.70%) MicroStrategy
10 15 (3.26%) IBM
11 14 (3.04%) PayPal
12 11 (2.39%) RapidMiner
13 10 (2.17%) Netezza
14 8 (1.74%) Hitachi
14 8 (1.74%) Mapinfo
15 7 (1.52%) Informatica
15 7 (1.52%) Sybase
16 6 (1.30%) Actimize
16 6 (1.30%) Norkom
16 6 (1.30%) Teradata
Staffordshire
Churchill Frank International
Salary: £25000 - £30000 per annum
Posted: Yesterday
Macclesfield, Cheshire
Computer People
Posted: Yesterday
London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 10 hours ago
Northampton, Northamptonshire
Emponics Ltd
Salary: £ negotiable
Posted: 5 days ago
London
Creative Personnel
Salary: £35000 - £47000 per annum
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Manchester
KDR Recruitment
Salary: £55000 - £80000 per annum + Benefits
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London
McGregor Boyall
Salary: £65000 - £75000 per annum
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Sheffield, South Yorkshire
Searchability
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Energize Recruitment Solutions Ltd
Salary: £30000 - £35000 per annum + Excellent Benefits Package
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ComputAppoint
Salary: £28000 - £30000 per annum + Benefits
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Creative Personnel
Salary: £45000 - £60000 per annum
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Salary: Competive plus benefits
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ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
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Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
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Hertfordshire
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Salary: £40000 - £45000 per annum
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Oldham
Hays Specialist Recruitment Ltd
Salary: £37000.00 - £40000.00 per annum + fantastic pension and benefits
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Salary: £50000 per annum + plus bonus and benefits
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