The following table provides summary statistics for permanent job vacancies with a requirement for SPSS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SPSS over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

SPSS
UK
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 668 652 640
Rank change year-on-year -16 -12  
Permanent jobs citing SPSS 190 310 354
As % of all permanent IT jobs advertised in the UK 0.22% 0.30% 0.33%
As % of the Applications category 1.71% 2.10% 2.14%
Number of salaries quoted 150 261 296
Median salary £46,000 £47,500 £47,500
Median salary % change year-on-year -3.15% -  
90% offered a salary of more than £34,875 £32,500 £32,500
10% offered a salary of more than £70,250 £75,000 £68,750
UK excluding London median salary £40,000 £42,500 £45,000
% change year-on-year -5.88% -5.55%  

SPSS is in the software application skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for software application skills.

Software Application Skills
UK
Permanent job vacancies with a requirement for software application skills 11117 14727 16563
As % of all permanent IT job vacancies advertised in the UK 13.05% 14.16% 15.33%
Number of salaries quoted 9179 12011 13361
Median salary £38,000 £37,500 £37,500
Median salary % change year-on-year +1.33% -  
90% offered a salary of more than £23,000 £23,000 £22,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Job Vacancy Trend

The job posting trend of jobs advertised citing SPSS as a proportion of all permanent or contract IT jobs with a match in the Applications category.

Job vacancy trend for SPSS in the UK

SPSS
Salary Trend

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

Salary trend for SPSS in the UK

SPSS
Salary Histogram

The salary distribution of IT jobs citing SPSS over the 3 months to 28 March 2017.

Salary histogram for SPSS 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 March 2017. 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 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 +9 185 £46,000 -3.15% 26
London +4 117 £50,000 - 19
City of London +29 16 £52,500 +10.52% 4
South West +28 15 £40,000 -23.80%
North West -12 12 £35,000 +15.80% 2
Yorkshire +27 11 £40,000 -33.33% 1
West Yorkshire +24 11 £40,000 -33.33% 1
Leeds +24 11 £40,000 -53.48% 1
West Midlands +37 10 £37,000 +0.68% 1
East of England +26 10 £40,000 -13.60%
Hertfordshire +27 9 - -
Bristol +12 9 £40,000 +31.14%
St Albans -4 9 - -
South East +31 7 £35,000 -17.64% 1
Manchester -17 7 £36,250 -3.33% 2
Warwickshire - 5 £37,000 -
Nuneaton - 5 £37,000 -
Cheshire -1 4 £35,000 +15.80%
Wiltshire - 4 £42,500 -
Chester - 4 £35,000 -
Buckinghamshire +13 3 £35,000 -41.66%
Swindon - 3 £43,000 -
Sutton Coldfield - 3 - -
East Midlands - 3 £40,000 - 2
Milton Keynes - 3 £35,000 -
Birmingham +9 2 £36,750 -18.33%
Hampshire - 2 £42,500 -
Chiswick - 2 £50,000 -
Berkshire +22 1 £32,000 -20.00% 1
Scotland +21 1 £55,500 +20.00% 3

SPSS
Top 30 Co-occurring IT Skills

For the 6 months to 28 March 2017, 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.

1 302 (79.06%) SAS
2 269 (70.42%) Analytics
3 261 (68.32%) SQL
4 220 (57.59%) Analytical Skills
5 183 (47.91%) R
6 155 (40.58%) Python
7 150 (39.27%) Business Intelligence
8 138 (36.13%) Tableau
9 134 (35.08%) Degree
10 124 (32.46%) Marketing
11 112 (29.32%) Big Data
12 102 (26.70%) Data Analytics
13 94 (24.61%) Mathematics
14 90 (23.56%) Hadoop
15 88 (23.04%) Statistics
15 88 (23.04%) Finance
16 83 (21.73%) Visualisation
17 80 (20.94%) SQL Server
18 75 (19.63%) Data Analysis
19 72 (18.85%) QlikView
20 62 (16.23%) Retail
21 58 (15.18%) Data Visualisation
22 56 (14.66%) MS Excel
23 55 (14.40%) Microsoft
24 52 (13.61%) Actionable Insight
25 50 (13.09%) ETL
25 50 (13.09%) Java
25 50 (13.09%) Stakeholder Management
26 49 (12.83%) VBA
26 49 (12.83%) Predictive Modelling

SPSS
Co-occurring 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
1 302 (79.06%) SAS
2 35 (9.16%) Apache Spark
3 19 (4.97%) Apache Pig
4 15 (3.93%) Apache
5 2 (0.52%) OpenStack
5 2 (0.52%) SharePoint
6 1 (0.26%) Elasticsearch
Applications
1 56 (14.66%) MS Excel
2 23 (6.02%) MS PowerPoint
3 18 (4.71%) MS Office
4 17 (4.45%) SPSS Modeler
5 13 (3.40%) Stata
6 6 (1.57%) EViews
7 5 (1.31%) Spreadsheet
8 4 (1.05%) S-PLUS
9 1 (0.26%) Gephi
9 1 (0.26%) Maple
9 1 (0.26%) Simulink
9 1 (0.26%) UserZoom
Business Applications
1 14 (3.66%) FastStats
2 11 (2.88%) SAP InfiniteInsight
3 6 (1.57%) Dynamics CRM
4 3 (0.79%) Dynamics NAV
5 1 (0.26%) Eloqua
5 1 (0.26%) Kissmetrics
5 1 (0.26%) SAP Oil and Gas
5 1 (0.26%) WebTrends
Cloud Services
1 30 (7.85%) Google Analytics
2 14 (3.66%) Cloud Computing
2 14 (3.66%) Google Cloud Platform
3 11 (2.88%) Adobe Analytics
3 11 (2.88%) Amazon AWS
4 5 (1.31%) Amazon EC2
5 2 (0.52%) Amazon EMR
6 1 (0.26%) Amazon S3
6 1 (0.26%) AWS Data Pipeline
6 1 (0.26%) Google Tag Manager
6 1 (0.26%) Microsoft Azure
6 1 (0.26%) Responsys
Communications & Networking
1 1 (0.26%) HTTP
1 1 (0.26%) Intranet
Database & Business Intelligence
1 112 (29.32%) Big Data
2 90 (23.56%) Hadoop
3 80 (20.94%) SQL Server
4 72 (18.85%) QlikView
5 44 (11.52%) Data Mining
6 37 (9.69%) Relational Database
7 36 (9.42%) Apache Hive
8 34 (8.90%) Power BI
8 34 (8.90%) SQL Server Integration Services
9 30 (7.85%) BusinessObjects
10 29 (7.59%) Data Warehouse
11 26 (6.81%) RDBMS
12 24 (6.28%) Spotfire
13 23 (6.02%) SQL Server Reporting Services
14 21 (5.50%) NoSQL
15 17 (4.45%) GIS
16 14 (3.66%) MongoDB
17 13 (3.40%) SAS Enterprise Guide
18 10 (2.62%) HBase
18 10 (2.62%) MS Access
Development Applications
1 4 (1.05%) RStudio
2 3 (0.79%) Talend Open Studio
3 1 (0.26%) JIRA
3 1 (0.26%) Team Foundation Server
3 1 (0.26%) Toad
General
1 124 (32.46%) Marketing
2 88 (23.04%) Finance
3 62 (16.23%) Retail
4 37 (9.69%) Banking
5 10 (2.62%) Games
5 10 (2.62%) Legal
6 5 (1.31%) Advertising
7 4 (1.05%) Automotive
7 4 (1.05%) Retail Banking
7 4 (1.05%) Telecoms
8 3 (0.79%) Military
8 3 (0.79%) Publishing
9 2 (0.52%) French Language
9 2 (0.52%) German Language
9 2 (0.52%) Investment Banking
9 2 (0.52%) Law
10 1 (0.26%) Manufacturing
10 1 (0.26%) Music Industry
Job Titles
1 170 (44.50%) Analyst
2 62 (16.23%) Data Analyst
3 55 (14.40%) Data Scientist
4 52 (13.61%) Analytics Manager
5 47 (12.30%) Insight Analyst
6 34 (8.90%) Data Analytics Manager
7 33 (8.64%) Marketing Analyst
8 32 (8.38%) Consultant
9 30 (7.85%) SQL Analyst
10 29 (7.59%) Senior Analyst
11 28 (7.33%) Data Insight Analyst
11 28 (7.33%) Insight Data Analyst
12 26 (6.81%) Data Manager
13 24 (6.28%) SPSS Analyst
14 23 (6.02%) Senior Manager
15 20 (5.24%) Senior Analytics Manager
16 19 (4.97%) Analytics Consultant
16 19 (4.97%) SAS Analyst
16 19 (4.97%) SQL Data Analyst
17 17 (4.45%) Data Consultant
Libraries, Frameworks & Software Standards
1 16 (4.19%) .NET
2 8 (2.09%) HTML
3 7 (1.83%) Natural Language Processing
4 6 (1.57%) MLlib
5 5 (1.31%) scikit-learn
6 3 (0.79%) Apache Flex
6 3 (0.79%) CSS
6 3 (0.79%) NumPy
6 3 (0.79%) RESTful
6 3 (0.79%) TensorFlow
6 3 (0.79%) Theano
7 2 (0.52%) D3.js
7 2 (0.52%) Web Services
7 2 (0.52%) XML
8 1 (0.26%) AngularJS
8 1 (0.26%) ASP.NET
8 1 (0.26%) Kafka
8 1 (0.26%) Regular Expression
8 1 (0.26%) REST
8 1 (0.26%) Spark Streaming
Miscellaneous
1 220 (57.59%) Analytical Skills
2 40 (10.47%) Credit Risk
3 37 (9.69%) Computer Science
4 19 (4.97%) Algorithms
5 16 (4.19%) Social Media
6 9 (2.36%) User Experience
7 7 (1.83%) Fintech
7 7 (1.83%) FMCG
8 5 (1.31%) Social Network
9 4 (1.05%) Management Information System
10 3 (0.79%) Data Centre
11 2 (0.52%) NHS
11 2 (0.52%) Smart Home
12 1 (0.26%) Blog
12 1 (0.26%) Data Structures
12 1 (0.26%) Digital Media
12 1 (0.26%) Life Science
12 1 (0.26%) Replication
12 1 (0.26%) Virtual Team
Operating Systems
1 13 (3.40%) Linux
2 8 (2.09%) Unix
3 1 (0.26%) Windows
Processes & Methodologies
1 269 (70.42%) Analytics
2 150 (39.27%) Business Intelligence
3 102 (26.70%) Data Analytics
4 94 (24.61%) Mathematics
5 88 (23.04%) Statistics
6 83 (21.73%) Visualisation
7 75 (19.63%) Data Analysis
8 58 (15.18%) Data Visualisation
9 52 (13.61%) Actionable Insight
10 50 (13.09%) ETL
10 50 (13.09%) Stakeholder Management
11 49 (12.83%) Predictive Modelling
12 45 (11.78%) Data Modelling
13 43 (11.26%) Machine Learning
14 41 (10.73%) Agile Software Development
15 39 (10.21%) Statistical Modelling
16 38 (9.95%) Statistical Analysis
16 38 (9.95%) Web Analytics
17 34 (8.90%) Predictive Analytics
17 34 (8.90%) Project Management
Programming Languages
1 261 (68.32%) SQL
2 183 (47.91%) R
3 155 (40.58%) Python
4 50 (13.09%) Java
5 49 (12.83%) VBA
6 41 (10.73%) MATLAB
7 29 (7.59%) Scala
8 23 (6.02%) C#
9 19 (4.97%) PHP
9 19 (4.97%) T-SQL
10 15 (3.93%) VB.NET
11 10 (2.62%) C++
12 9 (2.36%) C
13 8 (2.09%) JavaScript
13 8 (2.09%) Perl
14 7 (1.83%) Shell Script
15 4 (1.05%) VB
16 1 (0.26%) Delphi
16 1 (0.26%) Fortran
16 1 (0.26%) PL/SQL
Qualifications
1 134 (35.08%) Degree
2 43 (11.26%) PhD
3 12 (3.14%) Security Cleared
4 7 (1.83%) Postgraduate
5 4 (1.05%) SC Cleared
Quality Assurance & Compliance
1 24 (6.28%) Data Quality
2 10 (2.62%) IFRS
2 10 (2.62%) IFRS 9
3 6 (1.57%) QA
4 1 (0.26%) Actionable Recommendations
4 1 (0.26%) IAS 39
System Software
1 3 (0.79%) Apache Flume
Systems Management
1 1 (0.26%) Graphite
1 1 (0.26%) Opscode Chef
1 1 (0.26%) Tivoli
Vendors
1 138 (36.13%) Tableau
2 55 (14.40%) Microsoft
3 43 (11.26%) Google
4 33 (8.64%) SAP
5 18 (4.71%) Teradata
6 17 (4.45%) Netezza
7 16 (4.19%) IBM
8 14 (3.66%) Adobe
8 14 (3.66%) Oracle
9 10 (2.62%) Cognos
10 7 (1.83%) MicroStrategy
11 5 (1.31%) Salesforce.com
11 5 (1.31%) TIBCO
12 4 (1.05%) Alteryx
12 4 (1.05%) Minitab
12 4 (1.05%) RapidMiner
12 4 (1.05%) Splunk
13 3 (0.79%) Hortonworks
13 3 (0.79%) MapR
13 3 (0.79%) Talend
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Salary: £28000 - £31000 per annum + bonus, benefits, pension
Posted: Yesterday
London
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East London
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Salary: £35000 - £45000 per annum + Beneifts
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Salary: £55000 - £61000 per annum
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Salary: £45000 - £55000 per annum + 10% bonus
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Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
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London
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