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 27 May 2017 with a comparison to the same period in the previous 2 years.

SPSS
UK
3 months to
27 May 2017
Same period 2016 Same period 2015
Rank 676 703 580
Rank change year-on-year +27 -123  
Permanent jobs citing SPSS 208 232 436
As % of all permanent IT jobs advertised in the UK 0.24% 0.23% 0.41%
As % of the Applications category 2.75% 2.44% 4.06%
Number of salaries quoted 159 195 328
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,500 £77,000 £75,000
UK excluding London median salary £40,000 £50,000 £44,250
% change year-on-year -20.00% +12.99%  

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 7564 9490 10732
As % of all permanent IT job vacancies advertised in the UK 8.77% 9.51% 10.04%
Number of salaries quoted 6006 7740 8393
Median salary £37,500 £37,500 £36,000
Median salary % change year-on-year - +4.16%  
90% offered a salary of more than £24,000 £22,500 £22,500
10% offered a salary of more than £65,000 £62,500 £61,250
UK excluding London median salary £34,000 £34,000 £32,500
% change year-on-year - +4.61%  

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 27 May 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 27 May 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 +50 203 £50,000 - 25
London +18 125 £52,500 +5.00% 12
Yorkshire +30 27 £55,000 +10.00% 5
Leeds +35 26 £55,000 +10.00% 3
West Yorkshire +25 26 £55,000 +10.00% 3
North West -34 16 £35,000 -31.70% 3
Manchester -19 15 £35,000 -33.33% 2
West Midlands +27 12 £33,750 +14.40% 1
City of London +25 11 £50,000 +5.26% 5
East of England -1 10 £35,500 -25.26% 1
Hertfordshire +7 7 £30,000 -33.33% 1
St Albans - 7 £30,000 -
South West -13 5 £42,000 -30.00% 3
Warwickshire - 5 £32,500 -
South East +52 4 £32,000 -11.11%
Coventry - 4 £35,000 - 1
Croydon - 4 £52,500 -
Bedfordshire +22 3 £41,000 -18.00%
Berkshire +33 2 £32,000 -3.96%
Birmingham +13 2 £26,500 -37.64%
Gloucestershire +1 2 £40,000 +14.28% 3
Cirencester -23 2 £40,000 +14.28% 1
Wiltshire - 2 £42,000 -
Midlands - 2 £85,000 -
Chiswick - 2 £50,000 -
Surrey +38 1 £47,500 -
East Midlands +19 1 - -
Scotland +10 1 £45,000 -41.55%
North Yorkshire +5 1 £65,000 +188.88%
Buckinghamshire +1 1 £29,000 -51.66%

For the 6 months to 27 May 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.

1 298 (78.22%) SAS
2 280 (73.49%) Analytics
3 243 (63.78%) SQL
4 227 (59.58%) Analytical Skills
5 178 (46.72%) R
6 147 (38.58%) Business Intelligence
7 146 (38.32%) Python
8 143 (37.53%) Tableau
9 126 (33.07%) Degree
10 112 (29.40%) Marketing
11 108 (28.35%) Data Analytics
12 107 (28.08%) Big Data
13 101 (26.51%) Microsoft Excel
14 91 (23.88%) Data Analysis
15 86 (22.57%) Finance
16 81 (21.26%) Visualisation
17 79 (20.73%) Hadoop
17 79 (20.73%) Statistics
18 78 (20.47%) QlikView
19 75 (19.69%) Mathematics
20 65 (17.06%) Data Modelling
21 64 (16.80%) SQL Server
22 63 (16.54%) Data Mining
23 62 (16.27%) Data Visualisation
24 60 (15.75%) Retail
25 55 (14.44%) ETL
26 54 (14.17%) Microsoft
27 51 (13.39%) Stakeholder Management
28 47 (12.34%) Statistical Analysis
29 46 (12.07%) VBA

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
1 298 (78.22%) SAS
2 28 (7.35%) Apache Spark
3 23 (6.04%) Apache Pig
4 21 (5.51%) Apache
5 2 (0.52%) JBoss
5 2 (0.52%) OpenStack
5 2 (0.52%) SharePoint
5 2 (0.52%) Tomcat
5 2 (0.52%) WebLogic
5 2 (0.52%) WebSphere
6 1 (0.26%) Elasticsearch
Applications
1 101 (26.51%) Microsoft Excel
2 26 (6.82%) Microsoft PowerPoint
3 21 (5.51%) Microsoft Office
4 12 (3.15%) SPSS Modeler
4 12 (3.15%) Stata
5 6 (1.57%) EViews
6 4 (1.05%) S-PLUS
7 2 (0.52%) Spreadsheet
8 1 (0.26%) UserZoom
Business Applications
1 18 (4.72%) SAP InfiniteInsight
2 6 (1.57%) Dynamics CRM
2 6 (1.57%) FastStats
3 1 (0.26%) Adobe Campaign
3 1 (0.26%) Eloqua
3 1 (0.26%) Unica
3 1 (0.26%) WebTrends
Cloud Services
1 35 (9.19%) Google Analytics
2 19 (4.99%) Cloud Computing
3 16 (4.20%) Adobe Analytics
4 8 (2.10%) Amazon AWS
5 6 (1.57%) Cortana Intelligence Suite
6 5 (1.31%) Microsoft Azure
7 4 (1.05%) Azure Data Factory
7 4 (1.05%) Azure Machine Learning
7 4 (1.05%) Google Cloud Platform
8 2 (0.52%) Amazon EC2
8 2 (0.52%) Amazon EMR
8 2 (0.52%) Office 365
9 1 (0.26%) Google Tag Manager
9 1 (0.26%) Kissmetrics
9 1 (0.26%) SaaS
9 1 (0.26%) SurveyMonkey
Communications & Networking
1 2 (0.52%) HTTP
1 2 (0.52%) LDAP
1 2 (0.52%) SSL
2 1 (0.26%) Intranet
Database & Business Intelligence
1 107 (28.08%) Big Data
2 79 (20.73%) Hadoop
3 78 (20.47%) QlikView
4 64 (16.80%) SQL Server
5 63 (16.54%) Data Mining
6 42 (11.02%) Data Warehouse
7 40 (10.50%) Relational Database
8 37 (9.71%) Power BI
9 35 (9.19%) Apache Hive
10 33 (8.66%) SQL Server Integration Services
11 28 (7.35%) Spotfire
12 27 (7.09%) BusinessObjects
12 27 (7.09%) NoSQL
13 26 (6.82%) RDBMS
14 25 (6.56%) SQL Server Reporting Services
15 18 (4.72%) MS Access
16 15 (3.94%) MongoDB
17 14 (3.67%) GIS
18 12 (3.15%) Pentaho
19 11 (2.89%) Apache Cassandra
Development Applications
1 4 (1.05%) RStudio
1 4 (1.05%) Toad
2 3 (0.79%) Talend Open Studio
3 1 (0.26%) JIRA
3 1 (0.26%) Team Foundation Server
General
1 112 (29.40%) Marketing
2 86 (22.57%) Finance
3 60 (15.75%) Retail
4 19 (4.99%) Banking
5 12 (3.15%) Legal
6 9 (2.36%) Advertising
7 8 (2.10%) Games
8 7 (1.84%) German Language
9 6 (1.57%) Automotive
10 5 (1.31%) Telecoms
11 4 (1.05%) Investment Banking
11 4 (1.05%) Manufacturing
11 4 (1.05%) Retail Banking
12 3 (0.79%) French Language
12 3 (0.79%) Law
12 3 (0.79%) Military
12 3 (0.79%) Publishing
Job Titles
1 167 (43.83%) Analyst
2 57 (14.96%) Data Scientist
3 50 (13.12%) Data Analyst
4 49 (12.86%) Analytics Manager
5 47 (12.34%) Insight Analyst
6 41 (10.76%) Senior Analyst
7 38 (9.97%) Data Analytics Manager
8 35 (9.19%) SQL Analyst
9 34 (8.92%) Consultant
10 30 (7.87%) SPSS Analyst
11 29 (7.61%) Data Manager
11 29 (7.61%) Marketing Analyst
12 27 (7.09%) Data Insight Analyst
12 27 (7.09%) Insight Data Analyst
13 24 (6.30%) Analytics Consultant
14 22 (5.77%) Data Consultant
15 20 (5.25%) SQL Data Analyst
16 19 (4.99%) Data Analytics Consultant
16 19 (4.99%) SPSS Data Analyst
17 17 (4.46%) SAS Analyst
Libraries, Frameworks & Software Standards
1 16 (4.20%) HTML
2 13 (3.41%) .NET
3 8 (2.10%) Natural Language Processing
3 8 (2.10%) XML
4 5 (1.31%) JSON
4 5 (1.31%) Regular Expression
5 3 (0.79%) CSS
5 3 (0.79%) HTML5
5 3 (0.79%) MLlib
6 2 (0.52%) Apache Flex
6 2 (0.52%) JSP
6 2 (0.52%) MDX
6 2 (0.52%) NumPy
6 2 (0.52%) scikit-learn
6 2 (0.52%) Spring
6 2 (0.52%) Spring Security
6 2 (0.52%) Web Services
6 2 (0.52%) XSLT
7 1 (0.26%) ASP.NET
7 1 (0.26%) Velocity
Miscellaneous
1 227 (59.58%) Analytical Skills
2 31 (8.14%) Credit Risk
3 28 (7.35%) Computer Science
4 23 (6.04%) Algorithms
5 13 (3.41%) Social Media
6 11 (2.89%) Fintech
7 10 (2.62%) NHS
7 10 (2.62%) User Experience
8 7 (1.84%) FMCG
9 3 (0.79%) Management Information System
9 3 (0.79%) Social Network
10 1 (0.26%) Data Structures
10 1 (0.26%) Replication
10 1 (0.26%) Robotics
10 1 (0.26%) Virtual Team
Operating Systems
1 20 (5.25%) Linux
2 7 (1.84%) Unix
3 2 (0.52%) Solaris
3 2 (0.52%) Windows
Processes & Methodologies
1 280 (73.49%) Analytics
2 147 (38.58%) Business Intelligence
3 108 (28.35%) Data Analytics
4 91 (23.88%) Data Analysis
5 81 (21.26%) Visualisation
6 79 (20.73%) Statistics
7 75 (19.69%) Mathematics
8 65 (17.06%) Data Modelling
9 62 (16.27%) Data Visualisation
10 55 (14.44%) ETL
11 51 (13.39%) Stakeholder Management
12 47 (12.34%) Statistical Analysis
13 45 (11.81%) Machine Learning
14 42 (11.02%) Actionable Insight
15 41 (10.76%) Agile Software Development
16 39 (10.24%) CRM
17 38 (9.97%) Predictive Modelling
17 38 (9.97%) Statistical Modelling
18 37 (9.71%) Web Analytics
19 36 (9.45%) Predictive Analytics
Programming Languages
1 243 (63.78%) SQL
2 178 (46.72%) R
3 146 (38.32%) Python
4 46 (12.07%) Java
4 46 (12.07%) VBA
5 36 (9.45%) MATLAB
6 23 (6.04%) Scala
7 19 (4.99%) PHP
8 14 (3.67%) C#
8 14 (3.67%) T-SQL
9 13 (3.41%) JavaScript
10 12 (3.15%) VB.NET
11 7 (1.84%) C++
12 6 (1.57%) C
13 5 (1.31%) Shell Script
14 3 (0.79%) HiveQL
14 3 (0.79%) Perl
15 1 (0.26%) F#
15 1 (0.26%) Julia
15 1 (0.26%) PL/SQL
Qualifications
1 126 (33.07%) Degree
2 38 (9.97%) PhD
3 21 (5.51%) Master's Degree
4 19 (4.99%) Numerate Degree
5 18 (4.72%) Security Cleared
6 7 (1.84%) Postgraduate
7 5 (1.31%) SC Cleared
8 3 (0.79%) Computer Science Degree
9 1 (0.26%) AAT
9 1 (0.26%) ACCA
9 1 (0.26%) CIMA
9 1 (0.26%) DV Cleared
Quality Assurance & Compliance
1 19 (4.99%) Data Quality
2 7 (1.84%) QA
3 4 (1.05%) IFRS
3 4 (1.05%) IFRS 9
4 3 (0.79%) ISO 9000
5 1 (0.26%) Actionable Recommendations
5 1 (0.26%) Sarbanes-Oxley
System Software
1 4 (1.05%) Apache Flume
2 2 (0.52%) Active Directory
Systems Management
1 1 (0.26%) Graphite
1 1 (0.26%) Opscode Chef
1 1 (0.26%) Tivoli
Vendors
1 143 (37.53%) Tableau
2 54 (14.17%) Microsoft
3 35 (9.19%) Google
4 34 (8.92%) SAP
5 29 (7.61%) IBM
6 24 (6.30%) Teradata
7 22 (5.77%) Netezza
8 18 (4.72%) Adobe
9 16 (4.20%) Alteryx
9 16 (4.20%) Cognos
10 10 (2.62%) MicroStrategy
10 10 (2.62%) Oracle
11 6 (1.57%) Informatica
11 6 (1.57%) RapidMiner
12 5 (1.31%) Cloudera
12 5 (1.31%) Salesforce.com
12 5 (1.31%) TIBCO
13 4 (1.05%) Facebook
13 4 (1.05%) Hortonworks
13 4 (1.05%) Twitter
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
Posted: 20 hours ago
London
Churchill Frank
Salary: £35000 - £40000 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 2 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £44000.00 per annum
Posted: 2 days ago
City of London
Churchill Frank
Salary: £35000 - £40000 per annum + Lifestyle
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 4 days ago
Warrington, Cheshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 3 days ago
London
McGregor Boyall
Salary: £70000 - £90000 per annum + Benefits
Posted: 4 days ago
East London
Lorien Resourcing
Salary: £60000 - £75000 per annum + Car Allow + Bonus + Benefits
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Hertfordshire
Churchill Frank
Salary: £35000 - £40000 per annum
Posted: 2 days ago
Cirencester, Gloucestershire
Square One Resources
Salary: From £35,000 to £50,000 per annum + Benefits
Posted: 3 days ago
Central London / West End
Venturi
Salary: £40000 - £45000.00 per annum + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £110,000
Posted: 2 days ago
Gloucester, Gloucestershire
Square One Resources
Salary: From £45,000 to £50,000 per annum
Posted: 3 days ago
Sheffield, South Yorkshire
Authentic Recruitment
Salary: £26k - 31k per year + Benefits
Posted: 3 days ago
UK
Next Ventures Limited
Salary: £30,000 - £45,000 per year
Posted: 9 days ago
London
Cyber Team
Salary: From £53,000 to £57,000 per annum EXCELLENT BENEFITS PACKAGE
Posted: Yesterday
Fairford, Gloucestershire
Understanding Recruitment
Salary: £35000.00 - £50000.00 per annum + Benefits
Posted: 5 days ago
Coventry
Hays London City Cheapside
Salary: £100000.00 - £130000.00 per annum
Posted: 15 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £60,000 to £70,000 per annum + bonus & extensive benefits
Posted: 15 days ago
Manchester
Cathcart Associates
Salary: £25000 - £45000 per annum + flexible hours, share options
Posted: 24 days ago
City of London
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Salary: £50000 - £60000 per annum + bonus and benefits
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