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 25 April 2017 with a comparison to the same period in the previous 2 years.

SPSS
UK
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 675 668 607
Rank change year-on-year -7 -61  
Permanent jobs citing SPSS 187 286 398
As % of all permanent IT jobs advertised in the UK 0.22% 0.27% 0.35%
As % of the Applications category 2.47% 2.82% 3.47%
Number of salaries quoted 142 255 312
Median salary £46,750 £50,000 £47,500
Median salary % change year-on-year -6.50% +5.26%  
90% offered a salary of more than £33,875 £32,500 £32,500
10% offered a salary of more than £67,500 £80,000 £75,000
UK excluding London median salary £40,000 £49,250 £45,000
% change year-on-year -18.78% +9.44%  

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 7571 10126 11473
As % of all permanent IT job vacancies advertised in the UK 8.78% 9.73% 10.20%
Number of salaries quoted 6054 8275 9004
Median salary £37,500 £37,500 £36,000
Median salary % change year-on-year - +4.16%  
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 £33,500 £33,000 £32,500
% change year-on-year +1.51% +1.53%  

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 25 April 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 25 April 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 0 185 £46,750 -6.50% 38
London +18 124 £50,000 -2.91% 23
Yorkshire +27 16 £55,000 -8.33% 5
Leeds +25 16 £55,000 -25.67% 3
West Yorkshire +17 16 £55,000 -8.33% 3
City of London +38 13 £50,000 +8.10% 7
South West +12 11 £40,000 -33.33% 1
North West -29 11 £30,000 -20.00% 5
South East +56 8 £35,000 -15.15%
West Midlands +36 7 £37,000 -4.51% 1
East of England +22 7 £41,000 -13.68%
Manchester -10 7 £28,750 -43.90% 4
Hertfordshire +23 6 - -
Bristol -3 6 £40,000 +31.14%
St Albans - 6 - -
Cheshire -8 4 £35,000 +15.80% 1
Croydon - 4 £52,500 -
Chester - 4 £35,000 -
Wiltshire - 4 £42,500 -
Warwickshire - 3 £37,000 - 1
Swindon - 3 £43,000 -
Nuneaton - 3 £37,000 -
Birmingham +22 2 £34,500 -27.36%
Berkshire +20 2 £32,000 -12.32%
Buckinghamshire +11 2 £32,000 -46.66%
Milton Keynes - 2 £32,000 -
Hampshire - 2 £42,500 -
Chiswick - 2 £50,000 -
Surrey +52 1 £47,500 -7.31%
Reigate +23 1 £47,500 -20.83%

For the 6 months to 25 April 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.

1 282 (78.77%) SAS
2 257 (71.79%) Analytics
3 239 (66.76%) SQL
4 218 (60.89%) Analytical Skills
5 170 (47.49%) R
6 139 (38.83%) Python
6 139 (38.83%) Business Intelligence
6 139 (38.83%) Tableau
7 127 (35.47%) Degree
8 119 (33.24%) Marketing
9 102 (28.49%) Data Analytics
10 101 (28.21%) Big Data
11 96 (26.82%) Microsoft Excel
12 84 (23.46%) Finance
13 83 (23.18%) Visualisation
14 82 (22.91%) Statistics
14 82 (22.91%) Data Analysis
15 78 (21.79%) Hadoop
16 77 (21.51%) Mathematics
17 73 (20.39%) QlikView
18 62 (17.32%) SQL Server
18 62 (17.32%) Data Visualisation
19 60 (16.76%) Retail
20 49 (13.69%) Actionable Insight
21 48 (13.41%) Stakeholder Management
21 48 (13.41%) Data Modelling
22 47 (13.13%) ETL
22 47 (13.13%) Microsoft
23 46 (12.85%) Data Mining
24 44 (12.29%) Java

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
1 282 (78.77%) SAS
2 30 (8.38%) Apache Spark
3 18 (5.03%) Apache
3 18 (5.03%) Apache Pig
4 2 (0.56%) OpenStack
4 2 (0.56%) SharePoint
5 1 (0.28%) Elasticsearch
Applications
1 96 (26.82%) Microsoft Excel
2 23 (6.42%) Microsoft PowerPoint
3 19 (5.31%) Microsoft Office
4 13 (3.63%) SPSS Modeler
5 9 (2.51%) Stata
6 6 (1.68%) EViews
7 3 (0.84%) S-PLUS
7 3 (0.84%) Spreadsheet
8 1 (0.28%) Maple
8 1 (0.28%) Simulink
8 1 (0.28%) UserZoom
Business Applications
1 15 (4.19%) SAP InfiniteInsight
2 6 (1.68%) FastStats
3 4 (1.12%) Dynamics CRM
4 1 (0.28%) Adobe Campaign
4 1 (0.28%) Dynamics NAV
4 1 (0.28%) Eloqua
4 1 (0.28%) Kissmetrics
4 1 (0.28%) SAP Oil and Gas
4 1 (0.28%) Unica
4 1 (0.28%) WebTrends
Cloud Services
1 31 (8.66%) Google Analytics
2 15 (4.19%) Cloud Computing
3 13 (3.63%) Adobe Analytics
4 7 (1.96%) Amazon AWS
4 7 (1.96%) Google Cloud Platform
5 1 (0.28%) Amazon EC2
5 1 (0.28%) Google Tag Manager
5 1 (0.28%) Microsoft Azure
5 1 (0.28%) Office 365
5 1 (0.28%) Responsys
5 1 (0.28%) SurveyMonkey
Communications & Networking
1 1 (0.28%) Intranet
Database & Business Intelligence
1 101 (28.21%) Big Data
2 78 (21.79%) Hadoop
3 73 (20.39%) QlikView
4 62 (17.32%) SQL Server
5 46 (12.85%) Data Mining
6 35 (9.78%) SQL Server Integration Services
7 34 (9.50%) Apache Hive
8 32 (8.94%) Power BI
9 31 (8.66%) Data Warehouse
9 31 (8.66%) Relational Database
10 29 (8.10%) BusinessObjects
11 27 (7.54%) Spotfire
12 24 (6.70%) SQL Server Reporting Services
13 22 (6.15%) RDBMS
14 21 (5.87%) NoSQL
15 15 (4.19%) GIS
16 13 (3.63%) MongoDB
16 13 (3.63%) MS Access
17 11 (3.07%) SAS Enterprise Guide
18 9 (2.51%) Pentaho
Development Applications
1 4 (1.12%) RStudio
2 3 (0.84%) Talend Open Studio
3 1 (0.28%) JIRA
3 1 (0.28%) Team Foundation Server
3 1 (0.28%) Toad
General
1 119 (33.24%) Marketing
2 84 (23.46%) Finance
3 60 (16.76%) Retail
4 22 (6.15%) Banking
5 10 (2.79%) Legal
6 9 (2.51%) Games
7 8 (2.23%) Advertising
8 6 (1.68%) Investment Banking
9 5 (1.40%) Telecoms
10 4 (1.12%) Automotive
10 4 (1.12%) Retail Banking
11 3 (0.84%) Military
11 3 (0.84%) Publishing
12 2 (0.56%) French Language
12 2 (0.56%) German Language
12 2 (0.56%) Law
13 1 (0.28%) Manufacturing
Job Titles
1 160 (44.69%) Analyst
2 51 (14.25%) Analytics Manager
3 50 (13.97%) Data Scientist
4 49 (13.69%) Data Analyst
5 47 (13.13%) Insight Analyst
6 38 (10.61%) Data Analytics Manager
7 37 (10.34%) Senior Analyst
8 32 (8.94%) SQL Analyst
9 29 (8.10%) Consultant
9 29 (8.10%) Marketing Analyst
10 28 (7.82%) Data Manager
11 26 (7.26%) Data Insight Analyst
11 26 (7.26%) Insight Data Analyst
12 25 (6.98%) SPSS Analyst
13 19 (5.31%) Analytics Consultant
13 19 (5.31%) SQL Data Analyst
14 17 (4.75%) Insight Manager
14 17 (4.75%) Senior Manager
15 16 (4.47%) Data Consultant
15 16 (4.47%) SPSS Data Analyst
Libraries, Frameworks & Software Standards
1 16 (4.47%) .NET
2 7 (1.96%) HTML
3 6 (1.68%) Natural Language Processing
3 6 (1.68%) XML
4 5 (1.40%) JSON
4 5 (1.40%) Regular Expression
5 4 (1.12%) MLlib
6 3 (0.84%) Apache Flex
6 3 (0.84%) CSS
6 3 (0.84%) scikit-learn
7 2 (0.56%) NumPy
8 1 (0.28%) AngularJS
8 1 (0.28%) ASP.NET
8 1 (0.28%) D3.js
8 1 (0.28%) Kafka
8 1 (0.28%) REST
8 1 (0.28%) RESTful
8 1 (0.28%) Spark Streaming
8 1 (0.28%) TensorFlow
8 1 (0.28%) Theano
Miscellaneous
1 218 (60.89%) Analytical Skills
2 34 (9.50%) Credit Risk
3 28 (7.82%) Computer Science
4 18 (5.03%) Algorithms
5 15 (4.19%) Social Media
6 10 (2.79%) NHS
7 8 (2.23%) User Experience
8 7 (1.96%) Fintech
8 7 (1.96%) FMCG
9 4 (1.12%) Social Network
10 3 (0.84%) Management Information System
11 1 (0.28%) Blog
11 1 (0.28%) Data Centre
11 1 (0.28%) Data Structures
11 1 (0.28%) Digital Media
11 1 (0.28%) Life Science
11 1 (0.28%) Replication
11 1 (0.28%) Smart Home
11 1 (0.28%) Virtual Team
Operating Systems
1 16 (4.47%) Linux
2 7 (1.96%) Unix
Processes & Methodologies
1 257 (71.79%) Analytics
2 139 (38.83%) Business Intelligence
3 102 (28.49%) Data Analytics
4 83 (23.18%) Visualisation
5 82 (22.91%) Data Analysis
5 82 (22.91%) Statistics
6 77 (21.51%) Mathematics
7 62 (17.32%) Data Visualisation
8 49 (13.69%) Actionable Insight
9 48 (13.41%) Data Modelling
9 48 (13.41%) Stakeholder Management
10 47 (13.13%) ETL
11 42 (11.73%) Predictive Modelling
12 39 (10.89%) Web Analytics
13 36 (10.06%) Statistical Analysis
13 36 (10.06%) Statistical Modelling
14 35 (9.78%) Agile Software Development
14 35 (9.78%) Machine Learning
15 34 (9.50%) Project Management
16 33 (9.22%) Predictive Analytics
Programming Languages
1 239 (66.76%) SQL
2 170 (47.49%) R
3 139 (38.83%) Python
4 44 (12.29%) Java
5 40 (11.17%) VBA
6 37 (10.34%) MATLAB
7 24 (6.70%) Scala
8 20 (5.59%) PHP
9 18 (5.03%) C#
10 16 (4.47%) T-SQL
11 15 (4.19%) VB.NET
12 7 (1.96%) C
12 7 (1.96%) JavaScript
13 5 (1.40%) C++
13 5 (1.40%) Shell Script
14 4 (1.12%) Perl
15 2 (0.56%) VB
16 1 (0.28%) Delphi
16 1 (0.28%) Pascal
16 1 (0.28%) PL/SQL
Qualifications
1 127 (35.47%) Degree
2 38 (10.61%) PhD
3 16 (4.47%) Security Cleared
4 7 (1.96%) Postgraduate
5 4 (1.12%) SC Cleared
Quality Assurance & Compliance
1 21 (5.87%) Data Quality
2 6 (1.68%) QA
3 4 (1.12%) IFRS
3 4 (1.12%) IFRS 9
4 1 (0.28%) Sarbanes-Oxley
System Software
1 2 (0.56%) Apache Flume
Systems Management
1 1 (0.28%) Graphite
1 1 (0.28%) Opscode Chef
1 1 (0.28%) Tivoli
Vendors
1 139 (38.83%) Tableau
2 47 (13.13%) Microsoft
3 34 (9.50%) Google
4 32 (8.94%) SAP
5 20 (5.59%) Teradata
6 19 (5.31%) IBM
7 18 (5.03%) Netezza
8 15 (4.19%) Adobe
9 13 (3.63%) Alteryx
10 11 (3.07%) Cognos
11 7 (1.96%) Oracle
12 6 (1.68%) MicroStrategy
12 6 (1.68%) RapidMiner
13 5 (1.40%) Salesforce.com
13 5 (1.40%) TIBCO
14 4 (1.12%) Cloudera
14 4 (1.12%) Minitab
15 3 (0.84%) Facebook
15 3 (0.84%) Hortonworks
15 3 (0.84%) Talend
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 hours ago
Cirencester, Gloucestershire
Square One Resources
Salary: Up to £40,000 per annum
Posted: 1 hour ago
Warrington, Cheshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 hours ago
Leamington Spa, Warwickshire
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 8 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum
Posted: Yesterday
London
Codex
Salary: From £30,000 to £60,000 per annum DOE
Posted: Yesterday
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + Lifestyle
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: Yesterday
Leeds, West Yorkshire
set2recruit
Salary: Up to £45,000 per annum
Posted: 3 days ago
London
Churchill Frank
Salary: £30000 - £35000 per annum
Posted: 4 days ago
East London
Lorien Resourcing
Salary: £28000 - £52000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 4 days ago
City, London
Experis Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £50000 - £55000 per annum, Benefits Benefits & Bonus included
Posted: 3 days ago
Sheffield
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: 6 days ago
City, London
Martin & Conley
Salary: £40000 - £50000 per annum
Posted: 4 days ago
London
Churchill Frank
Salary: £80000 - £110000 per annum
Posted: 6 days ago
South West London
Venturi
Salary: £30000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 5 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £44000.00 per annum + Excellent Benefits
Posted: 6 days ago
North East
Computer Futures
Salary: £60000 - £70000 per annum + competitive
Posted: 6 days ago
Stockport, Cheshire
Sanderson
Salary: £24000.00 - £29500.00 per annum
Posted: 5 days ago
London
Square One Resources
Salary: From £65,000 to £70,000 per annum
Posted: 6 days ago
London
Churchill Frank
Salary: £32000 - £35000 per annum
Posted: 12 days ago
Stockport
Searchability
Salary: £24000 - £29500 per annum + Benefits
Posted: 7 days ago
London
Hays London City Cheapside
Salary: £30000.00 per annum
Posted: 13 days ago
London
Mercator IT Solutions
Salary: Excellent TBC
Posted: 5 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 17 days ago
East Midlands
Real Staffing
Salary: £40000 - £45000 per annum + competitive benefits package
Posted: 22 days ago
South East London
Good & Co
Salary: Competitive plus Generous Benefits
Posted: 19 days ago