The table below looks at the statistics for SPSS skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
SPSS
Rank 697 589 643
Rank change year-on-year
-108 +54
Permanent jobs citing SPSS 219 415 360
As % of all permanent IT jobs located in the UK 0.22% 0.38% 0.31%
As % of the Applications category 1.73% 2.62% 2.00%
Number of salaries quoted 165 286 277
Median salary £50,000 £50,000 £51,500
Median salary % change year-on-year
- -2.91%
90% offered a salary of more than £33,000 £32,400 £32,800
10% offered a salary of more than £76,500 £79,500 £80,000
UK excluding London median salary £50,000 £47,500 £45,000
% change year-on-year
+5.26% +5.55%

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
12670 15862 17972
As % of all permanent IT jobs located in the UK 12.92% 14.44% 15.26%
Number of salaries quoted 10432 12773 14403
Median salary £38,000 £38,500 £37,500
Median salary % change year-on-year
-1.29% +2.66%
90% offered a salary of more than £23,000 £23,000 £22,500
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend

The demand trend of job ads citing SPSS as a proportion of all IT jobs with a match in 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 28 July 2016 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 median salaries quoted in IT jobs citing SPSS within the UK over the 3 months to 28 July 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
England -112 204 £50,000 - 23
London -94 132 £52,500 +5.00% 12
South West +39 27 £50,000 +33.33% 2
South East -14 15 £38,000 -24.00% 2
Devon - 15 £50,000 - 1
Exeter - 14 £50,000 - 1
Edinburgh +9 12 £74,000 -6.91% 1
Scotland +6 12 £74,000 -6.91% 1
City of London +27 10 £50,000 +17.64% 5
North West -1 9 £45,000 +2.27% 2
East of England +35 8 £55,000 +33.33% 3
Brighton - 8 - - 1
East Sussex - 8 - - 1
Manchester -10 7 £39,000 -11.36% 2
Bristol +32 6 £77,500 +63.15%
Hertfordshire +31 6 £45,000 -5.26%
Yorkshire +20 5 £40,000 +77.77% 2
West Midlands -19 5 £40,000 -
Leeds +28 4 £42,500 - 1
West Yorkshire +13 4 £42,500 - 1
East Midlands +5 3 £37,500 -26.10%
Wales - 3 £33,000 -
South Wales - 3 £33,000 -
Cardiff - 3 £33,000 -
Somerset - 3 £60,000 -
Hemel Hempstead - 3 - -
Wimbledon - 3 £47,500 -
Surrey +22 2 £52,500 +62.79%
Cambridgeshire +9 2 £56,250 +50.00% 3
Warwickshire +8 2 £45,000 -

SPSS
Top 30 Related IT Skills

For the 6 months to 28 July 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 with a requirement for SPSS.

1 354 (71.23%) SAS
2 352 (70.82%) Analytics
3 293 (58.95%) Analytical Skills
4 269 (54.12%) SQL
5 212 (42.66%) R
6 203 (40.85%) Degree
7 171 (34.41%) Python
8 159 (31.99%) Data Analytics
9 157 (31.59%) Business Intelligence
10 147 (29.58%) Marketing
11 136 (27.36%) Finance
12 132 (26.56%) Visualisation
13 126 (25.35%) Statistics
14 124 (24.95%) Big Data
15 115 (23.14%) Data Visualisation
16 105 (21.13%) Tableau
16 105 (21.13%) Data Mining
17 103 (20.72%) SQL Server
18 102 (20.52%) Java
19 91 (18.31%) Mathematics
20 89 (17.91%) Data Analysis
21 84 (16.90%) Hadoop
22 81 (16.30%) Computer Science
23 79 (15.90%) Data Modelling
24 72 (14.49%) SQL Server Reporting Services
25 70 (14.08%) Machine Learning
26 67 (13.48%) Oracle
27 65 (13.08%) BusinessObjects
28 64 (12.88%) SQL Server Integration Services
29 62 (12.47%) MATLAB

SPSS
Top Related IT Skills 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
1 354 (71.23%) SAS
2 39 (7.85%) Apache Spark
3 26 (5.23%) Apache Pig
4 10 (2.01%) SharePoint
5 6 (1.21%) Apache
6 5 (1.01%) ArcGIS
7 4 (0.80%) Elasticsearch
8 1 (0.20%) Adobe Experience Manager
8 1 (0.20%) Skype for Business
Applications
1 49 (9.86%) MS Excel
2 26 (5.23%) MS PowerPoint
3 15 (3.02%) Stata
4 13 (2.62%) MS Office
5 4 (0.80%) Spreadsheet
5 4 (0.80%) Weka
6 3 (0.60%) EViews
7 2 (0.40%) Gephi
7 2 (0.40%) MS Visio
8 1 (0.20%) InVision
8 1 (0.20%) OmniGraffle
8 1 (0.20%) Photoshop
8 1 (0.20%) S-PLUS
Business Applications
1 18 (3.62%) FastStats
2 4 (0.80%) WebTrends
3 3 (0.60%) Eloqua
3 3 (0.60%) SAP Oil and Gas
4 2 (0.40%) SAP InfiniteInsight
4 2 (0.40%) Unica
5 1 (0.20%) Aareon QL
5 1 (0.20%) Academy Housing
5 1 (0.20%) Adobe Campaign
5 1 (0.20%) Cognos TM1
5 1 (0.20%) FastStats PeopleStage
5 1 (0.20%) MIS ActiveH
5 1 (0.20%) Northgate Housing
5 1 (0.20%) OPENHousing
5 1 (0.20%) Orchard Housing
5 1 (0.20%) SAP MDM
Cloud Services
1 52 (10.46%) Google Analytics
2 25 (5.03%) Adobe Analytics
3 15 (3.02%) Google Tag Manager
4 9 (1.81%) Amazon AWS
5 7 (1.41%) Cloud Computing
6 6 (1.21%) Amazon EMR
7 5 (1.01%) Amazon EC2
8 1 (0.20%) Microsoft Azure
8 1 (0.20%) SaaS
8 1 (0.20%) Silverpop
8 1 (0.20%) SmartFocus
Communications & Networking
1 3 (0.60%) Internet
1 3 (0.60%) SMS
2 1 (0.20%) Broadband
Database & Business Intelligence
1 124 (24.95%) Big Data
2 105 (21.13%) Data Mining
3 103 (20.72%) SQL Server
4 84 (16.90%) Hadoop
5 72 (14.49%) SQL Server Reporting Services
6 65 (13.08%) BusinessObjects
7 64 (12.88%) SQL Server Integration Services
8 48 (9.66%) QlikView
9 41 (8.25%) Data Warehouse
10 35 (7.04%) GIS
11 34 (6.84%) Relational Database
12 27 (5.43%) Apache Hive
13 25 (5.03%) NoSQL
14 22 (4.43%) Spotfire
15 14 (2.82%) MongoDB
15 14 (2.82%) SQL Server Analysis Services
16 12 (2.41%) KNIME
17 11 (2.21%) Apache Cassandra
18 10 (2.01%) MS Access
18 10 (2.01%) MySQL
Development Applications
1 15 (3.02%) Team Foundation Server
2 7 (1.41%) Visual Studio
3 5 (1.01%) ERwin
4 2 (0.40%) Talend Open Studio
5 1 (0.20%) Axure RP
5 1 (0.20%) Balsamiq Mockups
5 1 (0.20%) Oracle APEX
5 1 (0.20%) SQL Server Management Studio (SSMS)
5 1 (0.20%) Toad
General
1 147 (29.58%) Marketing
2 136 (27.36%) Finance
3 49 (9.86%) Retail
4 42 (8.45%) Banking
5 13 (2.62%) Telecoms
6 9 (1.81%) French Language
6 9 (1.81%) Games
7 7 (1.41%) Legal
7 7 (1.41%) Pharmaceutical
8 5 (1.01%) Advertising
9 4 (0.80%) German Language
9 4 (0.80%) Publishing
9 4 (0.80%) Retail Banking
9 4 (0.80%) Spanish Language
10 3 (0.60%) Electronics
10 3 (0.60%) Manufacturing
11 2 (0.40%) Automotive
11 2 (0.40%) General Ledger
12 1 (0.20%) Italian Language
12 1 (0.20%) Law
Job Titles
1 182 (36.62%) Analyst
2 92 (18.51%) Data Scientist
3 78 (15.69%) Analytics Manager
4 67 (13.48%) Data Analyst
5 65 (13.08%) Data Manager
6 54 (10.87%) Senior Manager
7 50 (10.06%) Data Analytics Manager
7 50 (10.06%) Insight Analyst
8 48 (9.66%) Senior Analytics Manager
9 45 (9.05%) Senior Analyst
10 39 (7.85%) Consultant
11 29 (5.84%) Senior Data Scientist
12 27 (5.43%) Senior Technical Manager
12 27 (5.43%) Technical Manager
13 26 (5.23%) Analytics Consultant
13 26 (5.23%) SAS Analyst
14 25 (5.03%) Marketing Analyst
15 24 (4.83%) Developer
16 23 (4.63%) Fraud Manager
17 22 (4.43%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 32 (6.44%) .NET
2 19 (3.82%) HTML
3 17 (3.42%) Flash
4 9 (1.81%) NumPy
4 9 (1.81%) Pandas
4 9 (1.81%) SciPy
5 8 (1.61%) D3.js
5 8 (1.61%) Web Services
6 7 (1.41%) scikit-learn
7 5 (1.01%) jQuery
8 4 (0.80%) Matplotlib
9 3 (0.60%) CSS
10 2 (0.40%) AngularJS
10 2 (0.40%) Lucene
10 2 (0.40%) Middleware
10 2 (0.40%) Natural Language Processing
11 1 (0.20%) Apache Flex
11 1 (0.20%) Node.js
11 1 (0.20%) REST
11 1 (0.20%) SOAP
Miscellaneous
1 293 (58.95%) Analytical Skills
2 132 (26.56%) Visualisation
3 126 (25.35%) Statistics
4 91 (18.31%) Mathematics
5 81 (16.30%) Computer Science
6 40 (8.05%) Credit Risk
7 32 (6.44%) User Experience
8 27 (5.43%) Economics
9 24 (4.83%) Management Information System
10 20 (4.02%) Physics
11 17 (3.42%) Psychology
12 16 (3.22%) Algorithms
13 10 (2.01%) Social Media
14 9 (1.81%) iPad
15 8 (1.61%) Artificial Intelligence
16 7 (1.41%) Freedom of Information
17 6 (1.21%) Data Structures
17 6 (1.21%) Mobile App
17 6 (1.21%) Neural Network
17 6 (1.21%) Smart Meter
Operating Systems
1 12 (2.41%) Linux
2 8 (1.61%) Unix
Processes & Methodologies
1 352 (70.82%) Analytics
2 159 (31.99%) Data Analytics
3 157 (31.59%) Business Intelligence
4 115 (23.14%) Data Visualisation
5 89 (17.91%) Data Analysis
6 79 (15.90%) Data Modelling
7 70 (14.08%) Machine Learning
8 62 (12.47%) Statistical Modelling
9 60 (12.07%) Stakeholder Management
10 57 (11.47%) ETL
11 56 (11.27%) Project Management
12 54 (10.87%) Predictive Modelling
13 44 (8.85%) Statistical Analysis
14 43 (8.65%) Customer Insight
15 36 (7.24%) Programme Management
16 35 (7.04%) Anti-Money Laundering
17 33 (6.64%) CRM
18 32 (6.44%) Resource Management
19 30 (6.04%) Actionable Insight
19 30 (6.04%) Campaign Analysis
Programming Languages
1 269 (54.12%) SQL
2 212 (42.66%) R
3 171 (34.41%) Python
4 102 (20.52%) Java
5 62 (12.47%) MATLAB
6 42 (8.45%) C#
7 37 (7.44%) C++
8 35 (7.04%) T-SQL
9 34 (6.84%) VBA
10 31 (6.24%) VB.NET
11 24 (4.83%) Scala
12 23 (4.63%) JavaScript
13 19 (3.82%) Perl
14 10 (2.01%) PHP
15 7 (1.41%) Cython
16 6 (1.21%) C
16 6 (1.21%) SAS Macro
17 5 (1.01%) Bash Shell
17 5 (1.01%) PL/SQL
18 3 (0.60%) Lua
Qualifications
1 203 (40.85%) Degree
2 52 (10.46%) PhD
3 9 (1.81%) Security Cleared
4 8 (1.61%) BPSS Clearance
5 7 (1.41%) SC Cleared
6 6 (1.21%) CITP
7 3 (0.60%) PMI Certification
8 2 (0.40%) CIMA
9 1 (0.20%) MBA
9 1 (0.20%) Postgraduate
Quality Assurance & Compliance
1 27 (5.43%) Data Quality
2 11 (2.21%) QA
3 6 (1.21%) CRD IV
3 6 (1.21%) EMIR
3 6 (1.21%) MiFID
4 5 (1.01%) SLA
5 4 (0.80%) ISO 9001
5 4 (0.80%) TickIT
6 2 (0.40%) Solvency II
7 1 (0.20%) Actionable Recommendations
7 1 (0.20%) Basel II
7 1 (0.20%) SNOMED CT
System Software
1 6 (1.21%) Apache Flume
1 6 (1.21%) GPFS
2 2 (0.40%) HDFS
Systems Management
1 6 (1.21%) Opscode Chef
2 5 (1.01%) Tivoli
2 5 (1.01%) Tivoli Storage Manager
3 2 (0.40%) Cisco IPCC
Vendors
1 105 (21.13%) Tableau
2 67 (13.48%) Oracle
3 60 (12.07%) Google
4 46 (9.26%) SAP
5 43 (8.65%) Microsoft
6 29 (5.84%) Adobe
7 25 (5.03%) Cognos
7 25 (5.03%) IBM
8 17 (3.42%) PayPal
9 14 (2.82%) MicroStrategy
10 13 (2.62%) RapidMiner
11 11 (2.21%) Alteryx
12 7 (1.41%) Sybase
13 6 (1.21%) Informatica
14 5 (1.01%) Intel
14 5 (1.01%) Minitab
14 5 (1.01%) Netezza
15 4 (0.80%) Hitachi
15 4 (0.80%) Omniture
15 4 (0.80%) Salesforce.com
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