The following table provides summary statistics for permanent job vacancies advertised in England 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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
SPSS
UK / England
Rank 665 649 612
Rank change year-on-year -16 -37  
Permanent jobs citing SPSS 179 286 339
As % of all permanent IT jobs advertised in England 0.23% 0.30% 0.34%
As % of the Applications category 1.74% 2.08% 2.17%
Number of salaries quoted 141 241 288
Median salary £46,000 £47,500 £47,500
Median salary % change year-on-year -3.15% -  
90% offered a salary of more than £33,750 £32,500 £32,500
10% offered a salary of more than £70,000 £75,000 £70,000
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 advertised in England with a requirement for software application skills.

Software Application Skills
England
Permanent job vacancies with a requirement for software application skills 10303 13719 15630
As % of all permanent IT job vacancies advertised in England 12.97% 14.15% 15.46%
Number of salaries quoted 8541 11314 12711
Median salary £38,123 £37,500 £37,500
Median salary % change year-on-year +1.66% -  
90% offered a salary of more than £23,000 £23,500 £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 in England

The job posting trend of jobs advertised in England 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 England

SPSS
Salary Trend in England

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

Salary trend for SPSS in England

SPSS
Salary Histogram in England

The salary distribution of IT jobs citing SPSS in England over the 3 months to 27 March 2017.

Salary histogram for SPSS 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 27 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
London -5 111 £52,500 +5.00% 20
South West +23 15 £40,000 -23.80%
North West -11 12 £35,000 +15.80% 3
Yorkshire +18 11 £40,000 -33.33% 3
East of England +34 10 £40,000 -13.60%
West Midlands +27 10 £37,000 +5.71%
South East +48 7 £35,000 -17.64%
East Midlands - 3 £40,000 - 2
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 27 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 across the England region with a requirement for SPSS.

1 295 (79.95%) SAS
2 262 (71.00%) Analytics
3 251 (68.02%) SQL
4 210 (56.91%) Analytical Skills
5 179 (48.51%) R
6 154 (41.73%) Python
7 141 (38.21%) Business Intelligence
8 132 (35.77%) Tableau
9 130 (35.23%) Degree
10 117 (31.71%) Marketing
11 111 (30.08%) Big Data
12 98 (26.56%) Data Analytics
13 94 (25.47%) Mathematics
14 90 (24.39%) Hadoop
15 87 (23.58%) Statistics
16 86 (23.31%) Finance
17 80 (21.68%) Visualisation
18 78 (21.14%) SQL Server
19 72 (19.51%) QlikView
20 70 (18.97%) Data Analysis
21 61 (16.53%) Retail
22 56 (15.18%) Data Visualisation
23 53 (14.36%) Actionable Insight
24 52 (14.09%) MS Excel
25 51 (13.82%) Java
25 51 (13.82%) ETL
25 51 (13.82%) Stakeholder Management
26 50 (13.55%) Microsoft
27 49 (13.28%) VBA
28 44 (11.92%) Data Modelling

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
1 295 (79.95%) SAS
2 34 (9.21%) Apache Spark
3 19 (5.15%) Apache Pig
4 15 (4.07%) Apache
5 2 (0.54%) OpenStack
5 2 (0.54%) SharePoint
6 1 (0.27%) Elasticsearch
Applications
1 52 (14.09%) MS Excel
2 21 (5.69%) MS PowerPoint
3 16 (4.34%) SPSS Modeler
4 14 (3.79%) MS Office
5 13 (3.52%) Stata
6 6 (1.63%) EViews
7 5 (1.36%) Spreadsheet
8 4 (1.08%) S-PLUS
9 1 (0.27%) Gephi
9 1 (0.27%) Maple
9 1 (0.27%) Simulink
9 1 (0.27%) UserZoom
Business Applications
1 14 (3.79%) FastStats
2 11 (2.98%) SAP InfiniteInsight
3 6 (1.63%) Dynamics CRM
4 3 (0.81%) Dynamics NAV
5 1 (0.27%) Eloqua
5 1 (0.27%) SAP Oil and Gas
5 1 (0.27%) WebTrends
Cloud Services
1 29 (7.86%) Google Analytics
2 14 (3.79%) Cloud Computing
2 14 (3.79%) Google Cloud Platform
3 11 (2.98%) Adobe Analytics
4 10 (2.71%) Amazon AWS
5 5 (1.36%) Amazon EC2
6 2 (0.54%) Amazon EMR
7 1 (0.27%) Amazon S3
7 1 (0.27%) AWS Data Pipeline
7 1 (0.27%) Google Tag Manager
7 1 (0.27%) Microsoft Azure
7 1 (0.27%) Responsys
Communications & Networking
1 1 (0.27%) HTTP
1 1 (0.27%) Intranet
Database & Business Intelligence
1 111 (30.08%) Big Data
2 90 (24.39%) Hadoop
3 78 (21.14%) SQL Server
4 72 (19.51%) QlikView
5 40 (10.84%) Data Mining
6 37 (10.03%) Relational Database
7 35 (9.49%) Apache Hive
8 33 (8.94%) SQL Server Integration Services
9 31 (8.40%) BusinessObjects
9 31 (8.40%) Power BI
10 26 (7.05%) Data Warehouse
10 26 (7.05%) RDBMS
11 24 (6.50%) Spotfire
12 23 (6.23%) SQL Server Reporting Services
13 21 (5.69%) NoSQL
14 18 (4.88%) GIS
15 14 (3.79%) MongoDB
16 13 (3.52%) SAS Enterprise Guide
17 10 (2.71%) HBase
17 10 (2.71%) MS Access
Development Applications
1 4 (1.08%) RStudio
2 3 (0.81%) Talend Open Studio
3 1 (0.27%) JIRA
3 1 (0.27%) Team Foundation Server
3 1 (0.27%) Toad
General
1 117 (31.71%) Marketing
2 86 (23.31%) Finance
3 61 (16.53%) Retail
4 37 (10.03%) Banking
5 10 (2.71%) Legal
6 8 (2.17%) Games
7 5 (1.36%) Advertising
8 4 (1.08%) Automotive
8 4 (1.08%) Retail Banking
8 4 (1.08%) Telecoms
9 3 (0.81%) Military
9 3 (0.81%) Publishing
10 2 (0.54%) French Language
10 2 (0.54%) German Language
10 2 (0.54%) Investment Banking
10 2 (0.54%) Law
11 1 (0.27%) Manufacturing
11 1 (0.27%) Music Industry
Job Titles
1 161 (43.63%) Analyst
2 60 (16.26%) Data Analyst
3 55 (14.91%) Data Scientist
4 53 (14.36%) Analytics Manager
5 46 (12.47%) Insight Analyst
6 35 (9.49%) Data Analytics Manager
7 32 (8.67%) Marketing Analyst
8 31 (8.40%) Consultant
9 28 (7.59%) Data Insight Analyst
9 28 (7.59%) Insight Data Analyst
9 28 (7.59%) SQL Analyst
10 26 (7.05%) Data Manager
11 24 (6.50%) Senior Analyst
12 23 (6.23%) Senior Manager
13 22 (5.96%) SPSS Analyst
14 21 (5.69%) Senior Analytics Manager
15 19 (5.15%) SAS Analyst
16 18 (4.88%) Analytics Consultant
16 18 (4.88%) SQL Data Analyst
17 17 (4.61%) Data Consultant
Libraries, Frameworks & Software Standards
1 17 (4.61%) .NET
2 8 (2.17%) HTML
3 7 (1.90%) Natural Language Processing
4 6 (1.63%) MLlib
5 5 (1.36%) scikit-learn
6 3 (0.81%) Apache Flex
6 3 (0.81%) CSS
6 3 (0.81%) NumPy
6 3 (0.81%) RESTful
6 3 (0.81%) TensorFlow
6 3 (0.81%) Theano
7 2 (0.54%) D3.js
7 2 (0.54%) Web Services
7 2 (0.54%) XML
8 1 (0.27%) Ajax
8 1 (0.27%) AngularJS
8 1 (0.27%) JSON
8 1 (0.27%) Kafka
8 1 (0.27%) LAMP
8 1 (0.27%) Regular Expression
Miscellaneous
1 210 (56.91%) Analytical Skills
2 40 (10.84%) Credit Risk
3 37 (10.03%) Computer Science
4 19 (5.15%) Algorithms
5 14 (3.79%) Social Media
6 9 (2.44%) User Experience
7 7 (1.90%) Fintech
7 7 (1.90%) FMCG
8 5 (1.36%) Social Network
9 4 (1.08%) Management Information System
10 3 (0.81%) Data Centre
11 2 (0.54%) Smart Home
12 1 (0.27%) Blog
12 1 (0.27%) Data Structures
12 1 (0.27%) Digital Media
12 1 (0.27%) Life Science
12 1 (0.27%) Replication
12 1 (0.27%) Virtual Team
Operating Systems
1 13 (3.52%) Linux
2 8 (2.17%) Unix
3 1 (0.27%) Windows
Processes & Methodologies
1 262 (71.00%) Analytics
2 141 (38.21%) Business Intelligence
3 98 (26.56%) Data Analytics
4 94 (25.47%) Mathematics
5 87 (23.58%) Statistics
6 80 (21.68%) Visualisation
7 70 (18.97%) Data Analysis
8 56 (15.18%) Data Visualisation
9 53 (14.36%) Actionable Insight
10 51 (13.82%) ETL
10 51 (13.82%) Stakeholder Management
11 44 (11.92%) Data Modelling
12 43 (11.65%) Machine Learning
12 43 (11.65%) Predictive Modelling
13 40 (10.84%) Statistical Modelling
14 39 (10.57%) Agile Software Development
15 38 (10.30%) Web Analytics
16 36 (9.76%) Statistical Analysis
17 34 (9.21%) Project Management
18 33 (8.94%) Predictive Analytics
Programming Languages
1 251 (68.02%) SQL
2 179 (48.51%) R
3 154 (41.73%) Python
4 51 (13.82%) Java
5 49 (13.28%) VBA
6 40 (10.84%) MATLAB
7 28 (7.59%) Scala
8 24 (6.50%) C#
9 20 (5.42%) T-SQL
10 19 (5.15%) PHP
11 16 (4.34%) VB.NET
12 10 (2.71%) C++
13 9 (2.44%) C
14 8 (2.17%) JavaScript
14 8 (2.17%) Perl
15 7 (1.90%) Shell Script
16 4 (1.08%) VB
17 1 (0.27%) Fortran
17 1 (0.27%) PL/SQL
17 1 (0.27%) Smalltalk
Qualifications
1 130 (35.23%) Degree
2 43 (11.65%) PhD
3 12 (3.25%) Security Cleared
4 7 (1.90%) Postgraduate
5 4 (1.08%) SC Cleared
Quality Assurance & Compliance
1 23 (6.23%) Data Quality
2 10 (2.71%) IFRS
2 10 (2.71%) IFRS 9
3 6 (1.63%) QA
4 1 (0.27%) Actionable Recommendations
4 1 (0.27%) IAS 39
System Software
1 3 (0.81%) Apache Flume
Systems Management
1 1 (0.27%) Opscode Chef
1 1 (0.27%) Tivoli
Vendors
1 132 (35.77%) Tableau
2 50 (13.55%) Microsoft
3 42 (11.38%) Google
4 32 (8.67%) SAP
5 18 (4.88%) Teradata
6 16 (4.34%) Netezza
7 15 (4.07%) IBM
8 14 (3.79%) Adobe
9 13 (3.52%) Oracle
10 10 (2.71%) Cognos
11 7 (1.90%) MicroStrategy
12 5 (1.36%) Salesforce.com
12 5 (1.36%) TIBCO
13 4 (1.08%) Minitab
13 4 (1.08%) RapidMiner
13 4 (1.08%) Splunk
14 3 (0.81%) Hortonworks
14 3 (0.81%) MapR
14 3 (0.81%) Omniture
14 3 (0.81%) Talend
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Salary: £60000 - £75000 per annum + Car Allow + Bonus + Benefits
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Salary: £35000 - £42000 per annum + Benefits
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Salary: £30000 - £45000 per annum + Benefits
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London
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Salary: From £70,000 to £90,000 per annum
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Manchester
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