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 29 March 2017 with a comparison to the same period in the previous 2 years.

SPSS
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 667 645 622
Rank change year-on-year -22 -23  
Permanent jobs citing SPSS 187 312 348
As % of all permanent IT jobs advertised in the UK 0.22% 0.30% 0.32%
As % of the Applications category 1.68% 2.11% 2.13%
Number of salaries quoted 149 264 291
Median salary £46,000 £47,500 £47,500
Median salary % change year-on-year -3.15% -  
90% offered a salary of more than £34,750 £32,500 £32,500
10% offered a salary of more than £70,500 £77,350 £67,500
UK excluding London median salary £40,000 £45,000 £45,000
% change year-on-year -11.11% -  

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 11149 14803 16371
As % of all permanent IT job vacancies advertised in the UK 13.05% 14.18% 15.29%
Number of salaries quoted 9211 12076 13198
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 29 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 29 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 -26 183 £46,000 -3.15% 25
London -13 116 £50,000 - 18
City of London +37 16 £52,500 +10.52% 5
South West +26 15 £40,000 -23.80%
North West -7 12 £35,000 +15.80% 2
Yorkshire +31 11 £40,000 -33.33% 1
Leeds +25 11 £40,000 -48.05% 1
West Yorkshire +17 11 £40,000 -38.46% 1
West Midlands +28 10 £37,000 +0.68% 1
East of England +24 9 £40,000 -13.60%
Bristol +7 9 £40,000 +31.14%
Hertfordshire +18 8 - -
St Albans -6 8 - -
South East +42 7 £35,000 -17.64% 1
Manchester -18 7 £36,250 -3.33% 2
Warwickshire - 5 £37,000 -
Nuneaton - 5 £37,000 -
Cheshire 0 4 £35,000 +15.80%
Wiltshire - 4 £42,500 -
Chester - 4 £35,000 -
Buckinghamshire +17 3 £35,000 -41.66%
Swindon - 3 £43,000 -
Sutton Coldfield - 3 - -
East Midlands - 3 £40,000 - 2
Milton Keynes - 3 £35,000 -
Birmingham +18 2 £36,750 -18.33%
Hampshire - 2 £42,500 -
Chiswick - 2 £50,000 -
Berkshire +22 1 £32,000 -20.00% 1
Scotland +18 1 £55,500 +20.00% 3

For the 6 months to 29 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.

1 300 (78.95%) SAS
2 268 (70.53%) Analytics
3 260 (68.42%) SQL
4 220 (57.89%) Analytical Skills
5 183 (48.16%) R
6 155 (40.79%) Python
7 149 (39.21%) Business Intelligence
8 138 (36.32%) Tableau
9 133 (35.00%) Degree
10 123 (32.37%) Marketing
11 111 (29.21%) Big Data
12 102 (26.84%) Data Analytics
13 93 (24.47%) Mathematics
14 89 (23.42%) Hadoop
15 88 (23.16%) Finance
16 86 (22.63%) Statistics
17 83 (21.84%) Visualisation
18 79 (20.79%) SQL Server
19 74 (19.47%) Data Analysis
20 73 (19.21%) QlikView
21 62 (16.32%) Retail
22 58 (15.26%) Data Visualisation
23 56 (14.74%) MS Excel
24 54 (14.21%) Microsoft
25 52 (13.68%) Actionable Insight
26 51 (13.42%) Stakeholder Management
27 50 (13.16%) ETL
27 50 (13.16%) VBA
27 50 (13.16%) Java
28 49 (12.89%) 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
1 300 (78.95%) SAS
2 34 (8.95%) Apache Spark
3 19 (5.00%) Apache Pig
4 15 (3.95%) Apache
5 2 (0.53%) OpenStack
5 2 (0.53%) SharePoint
6 1 (0.26%) Elasticsearch
Applications
1 56 (14.74%) MS Excel
2 23 (6.05%) MS PowerPoint
3 18 (4.74%) MS Office
4 17 (4.47%) SPSS Modeler
5 13 (3.42%) Stata
6 6 (1.58%) EViews
7 5 (1.32%) 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 13 (3.42%) FastStats
2 12 (3.16%) SAP InfiniteInsight
3 6 (1.58%) 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 (7.89%) Google Analytics
2 14 (3.68%) Cloud Computing
3 13 (3.42%) Google Cloud Platform
4 11 (2.89%) Adobe Analytics
5 10 (2.63%) Amazon AWS
6 4 (1.05%) Amazon EC2
7 2 (0.53%) Amazon EMR
8 1 (0.26%) Amazon S3
8 1 (0.26%) AWS Data Pipeline
8 1 (0.26%) Google Tag Manager
8 1 (0.26%) Microsoft Azure
8 1 (0.26%) Responsys
Communications & Networking
1 1 (0.26%) HTTP
1 1 (0.26%) Intranet
Database & Business Intelligence
1 111 (29.21%) Big Data
2 89 (23.42%) Hadoop
3 79 (20.79%) SQL Server
4 73 (19.21%) QlikView
5 43 (11.32%) Data Mining
6 37 (9.74%) Relational Database
7 36 (9.47%) Apache Hive
8 34 (8.95%) Power BI
9 33 (8.68%) SQL Server Integration Services
10 30 (7.89%) BusinessObjects
11 28 (7.37%) Data Warehouse
12 26 (6.84%) RDBMS
13 25 (6.58%) Spotfire
14 23 (6.05%) SQL Server Reporting Services
15 21 (5.53%) NoSQL
16 17 (4.47%) GIS
17 14 (3.68%) MongoDB
18 13 (3.42%) SAS Enterprise Guide
19 10 (2.63%) HBase
19 10 (2.63%) 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
1 123 (32.37%) Marketing
2 88 (23.16%) Finance
3 62 (16.32%) Retail
4 37 (9.74%) Banking
5 10 (2.63%) Games
5 10 (2.63%) Legal
6 5 (1.32%) 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 (0.53%) French Language
9 2 (0.53%) German Language
9 2 (0.53%) Investment Banking
9 2 (0.53%) Law
10 1 (0.26%) Manufacturing
10 1 (0.26%) Music Industry
Job Titles
1 169 (44.47%) Analyst
2 62 (16.32%) Data Analyst
3 55 (14.47%) Data Scientist
4 52 (13.68%) Analytics Manager
5 46 (12.11%) Insight Analyst
6 34 (8.95%) Data Analytics Manager
7 33 (8.68%) Consultant
7 33 (8.68%) Marketing Analyst
8 30 (7.89%) SQL Analyst
9 29 (7.63%) Senior Analyst
10 28 (7.37%) Data Insight Analyst
10 28 (7.37%) Insight Data Analyst
11 26 (6.84%) Data Manager
12 24 (6.32%) SPSS Analyst
13 23 (6.05%) Senior Manager
14 20 (5.26%) Analytics Consultant
14 20 (5.26%) Senior Analytics Manager
15 19 (5.00%) SAS Analyst
15 19 (5.00%) SQL Data Analyst
16 18 (4.74%) Data Consultant
Libraries, Frameworks & Software Standards
1 16 (4.21%) .NET
2 8 (2.11%) HTML
3 7 (1.84%) Natural Language Processing
4 5 (1.32%) MLlib
5 4 (1.05%) scikit-learn
6 3 (0.79%) Apache Flex
6 3 (0.79%) CSS
6 3 (0.79%) NumPy
6 3 (0.79%) RESTful
7 2 (0.53%) D3.js
7 2 (0.53%) TensorFlow
7 2 (0.53%) Theano
7 2 (0.53%) Web Services
7 2 (0.53%) 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 (57.89%) Analytical Skills
2 40 (10.53%) Credit Risk
3 37 (9.74%) Computer Science
4 18 (4.74%) Algorithms
5 16 (4.21%) Social Media
6 9 (2.37%) User Experience
7 7 (1.84%) Fintech
7 7 (1.84%) FMCG
8 5 (1.32%) Social Network
9 4 (1.05%) Management Information System
10 2 (0.53%) Data Centre
10 2 (0.53%) NHS
10 2 (0.53%) Smart Home
11 1 (0.26%) Blog
11 1 (0.26%) Data Structures
11 1 (0.26%) Digital Media
11 1 (0.26%) Life Science
11 1 (0.26%) Replication
11 1 (0.26%) Virtual Team
Operating Systems
1 13 (3.42%) Linux
2 8 (2.11%) Unix
3 1 (0.26%) Windows
Processes & Methodologies
1 268 (70.53%) Analytics
2 149 (39.21%) Business Intelligence
3 102 (26.84%) Data Analytics
4 93 (24.47%) Mathematics
5 86 (22.63%) Statistics
6 83 (21.84%) Visualisation
7 74 (19.47%) Data Analysis
8 58 (15.26%) Data Visualisation
9 52 (13.68%) Actionable Insight
10 51 (13.42%) Stakeholder Management
11 50 (13.16%) ETL
12 49 (12.89%) Predictive Modelling
13 45 (11.84%) Data Modelling
14 42 (11.05%) Machine Learning
15 39 (10.26%) Agile Software Development
15 39 (10.26%) Statistical Modelling
16 38 (10.00%) Statistical Analysis
16 38 (10.00%) Web Analytics
17 34 (8.95%) Predictive Analytics
17 34 (8.95%) Project Management
Programming Languages
1 260 (68.42%) SQL
2 183 (48.16%) R
3 155 (40.79%) Python
4 50 (13.16%) Java
4 50 (13.16%) VBA
5 41 (10.79%) MATLAB
6 29 (7.63%) Scala
7 23 (6.05%) C#
8 19 (5.00%) PHP
8 19 (5.00%) T-SQL
9 15 (3.95%) VB.NET
10 10 (2.63%) C++
11 9 (2.37%) C
12 8 (2.11%) JavaScript
12 8 (2.11%) Perl
13 7 (1.84%) Shell Script
14 4 (1.05%) VB
15 1 (0.26%) Delphi
15 1 (0.26%) Fortran
15 1 (0.26%) PL/SQL
Qualifications
1 133 (35.00%) Degree
2 43 (11.32%) PhD
3 13 (3.42%) Security Cleared
4 7 (1.84%) Postgraduate
5 4 (1.05%) SC Cleared
Quality Assurance & Compliance
1 24 (6.32%) Data Quality
2 10 (2.63%) IFRS
2 10 (2.63%) IFRS 9
3 6 (1.58%) 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 (36.32%) Tableau
2 54 (14.21%) Microsoft
3 41 (10.79%) Google
4 33 (8.68%) SAP
5 18 (4.74%) Teradata
6 17 (4.47%) Netezza
7 16 (4.21%) IBM
8 14 (3.68%) Adobe
8 14 (3.68%) Oracle
9 10 (2.63%) Cognos
10 7 (1.84%) MicroStrategy
11 5 (1.32%) Salesforce.com
11 5 (1.32%) 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
London
onezeero.
Salary: £20000 - £27000 per annum
Posted: 8 hours ago
South West London
set2recruit
Salary: Up to £45,000 per annum
Posted: 15 hours ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000 - £80,000 + extensive benefits package
Posted: 15 hours ago
London
Harvey Nash plc
Salary: £45000 - £80000 per annum
Posted: Yesterday
Northamptonshire
Parallel Consulting
Salary: £28000 - £31000 per annum + bonus, benefits, pension
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £61000 per annum
Posted: 5 days ago
London
Mane Contract Services Limited
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 2 days ago
Slough, Berkshire
Redrock Consulting Ltd
Salary: £25000 - £33000 per annum + 30 hol
Posted: Yesterday
East London
Mane Contract Services Limited
Salary: £35000 - £45000 per annum + Beneifts
Posted: 2 days ago
London
Churchill Frank
Salary: £45000 - £55000 per annum + 10% bonus
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 5 days ago
London
NHS Improvement
Posted: 6 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 6 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 10 days ago
London
myBench Ltd
Salary: From £35,000 to £50,000 per annum
Posted: 9 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 9 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 16 days ago
City, London
Martin & Conley
Salary: £54000 - £75000 per annum + bonus
Posted: 7 days ago
Stirling, Stirlingshire
PRUDENTIAL
Posted: 12 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 20 days ago
East Midlands
Real Staffing
Salary: £40000 - £45000 per annum + competitive benefits package
Posted: 22 days ago
London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum + bonus and benefits
Posted: 27 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 23 days ago
City, London
Martin & Conley
Salary: £45000 - £55000 per annum + Benefits
Posted: 26 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 26 days ago