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

SPSS
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 651 707 570
Rank change year-on-year +56 -137  
Permanent jobs citing SPSS 224 231 445
As % of all permanent IT jobs advertised in the UK 0.25% 0.23% 0.41%
As % of the Applications category 2.91% 2.57% 4.06%
Number of salaries quoted 176 185 309
Median salary £45,500 £50,000 £47,500
Median salary % change year-on-year -9.00% +5.26%  
90% offered a salary of more than £32,500 £32,250 £32,500
10% offered a salary of more than £70,000 £77,250 £77,700
UK excluding London median salary £41,250 £50,000 £44,500
% change year-on-year -17.50% +12.35%  

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 7689 9003 10953
As % of all permanent IT job vacancies advertised in the UK 8.65% 9.15% 10.00%
Number of salaries quoted 6058 7378 8600
Median salary £37,500 £37,500 £37,000
Median salary % change year-on-year - +1.35%  
90% offered a salary of more than £24,000 £22,500 £22,500
10% offered a salary of more than £62,500 £62,500 £60,000
UK excluding London median salary £34,000 £33,000 £34,000
% change year-on-year +3.03% -2.94%  

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 June 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 June 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 +46 210 £50,000 - 35
London +4 114 £55,000 +7.31% 24
Yorkshire +23 29 £55,000 +15.78% 3
West Yorkshire +33 28 £55,000 +10.00% 2
Leeds +28 28 £55,000 +10.00% 2
West Midlands +28 20 £32,500 -2.25%
North West -25 19 £39,500 -24.76% 1
Manchester -23 17 £39,500 -24.76% 1
Warwickshire +22 13 £32,500 -27.77%
East of England -4 11 £31,500 -30.00% 2
South West -19 11 £40,750 -32.08% 4
Hertfordshire +5 8 £30,000 -33.33% 2
St Albans - 8 £30,000 - 1
City of London +25 5 £52,500 +5.00% 6
Scotland +9 5 £45,000 -40.39% 1
Gloucestershire - 5 £40,000 -
Coventry - 4 £35,000 -
Croydon - 4 £52,500 -
Cirencester - 4 £41,250 -
Stirling - 4 £45,000 -
Bedfordshire - 3 £41,000 -
West End of London - 3 £55,000 - 4
Midlands - 3 £85,000 - 1
Wiltshire - 3 £40,750 - 1
Nuneaton - 3 £41,500 -
South East +31 2 £47,500 +31.94%
Devon -5 2 £44,000 -12.00%
Exeter -10 2 £44,000 -12.00%
Swindon - 2 £40,750 - 1
Cheshire - 2 £40,000 -

For the 6 months to 28 June 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.

1 329 (79.47%) SAS
2 299 (72.22%) Analytics
3 256 (61.84%) SQL
4 230 (55.56%) Analytical Skills
5 195 (47.10%) R
6 160 (38.65%) Python
7 145 (35.02%) Business Intelligence
8 134 (32.37%) Tableau
9 125 (30.19%) Degree
10 123 (29.71%) Data Analytics
11 108 (26.09%) Big Data
12 106 (25.60%) Marketing
12 106 (25.60%) Data Analysis
13 101 (24.40%) Microsoft Excel
14 91 (21.98%) Finance
15 85 (20.53%) Data Mining
16 84 (20.29%) Statistics
16 84 (20.29%) Visualisation
17 80 (19.32%) Hadoop
17 80 (19.32%) Mathematics
18 79 (19.08%) QlikView
19 74 (17.87%) Data Modelling
20 67 (16.18%) ETL
21 63 (15.22%) SQL Server
22 59 (14.25%) Data Visualisation
23 57 (13.77%) Microsoft
24 56 (13.53%) Statistical Analysis
24 56 (13.53%) Machine Learning
25 55 (13.29%) Data Warehouse
26 51 (12.32%) 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
1 329 (79.47%) SAS
2 25 (6.04%) Apache Spark
3 21 (5.07%) Apache Pig
4 17 (4.11%) Apache
5 2 (0.48%) JBoss
5 2 (0.48%) SharePoint
5 2 (0.48%) Tomcat
5 2 (0.48%) WebLogic
5 2 (0.48%) WebSphere
Applications
1 101 (24.40%) Microsoft Excel
2 27 (6.52%) Microsoft PowerPoint
3 18 (4.35%) Microsoft Office
4 16 (3.86%) SPSS Modeler
5 13 (3.14%) Stata
6 7 (1.69%) EViews
7 3 (0.72%) S-PLUS
7 3 (0.72%) Spreadsheet
8 1 (0.24%) UserZoom
Business Applications
1 20 (4.83%) SAP InfiniteInsight
2 10 (2.42%) Dynamics CRM
3 6 (1.45%) Adobe Campaign
3 6 (1.45%) FastStats
4 3 (0.72%) Unica
5 2 (0.48%) SAP ERP
6 1 (0.24%) Eloqua
6 1 (0.24%) WebTrends
Cloud Services
1 32 (7.73%) Google Analytics
2 17 (4.11%) Cloud Computing
3 16 (3.86%) Microsoft Azure
4 13 (3.14%) Adobe Analytics
5 11 (2.66%) Azure Machine Learning
6 9 (2.17%) Azure Data Factory
7 8 (1.93%) Cortana Intelligence Suite
8 7 (1.69%) Amazon AWS
9 2 (0.48%) Amazon EC2
9 2 (0.48%) Amazon EMR
9 2 (0.48%) Google Cloud Platform
9 2 (0.48%) Office 365
10 1 (0.24%) Google Tag Manager
10 1 (0.24%) SaaS
10 1 (0.24%) SurveyMonkey
Communications & Networking
1 4 (0.97%) Internet
2 2 (0.48%) HTTP
2 2 (0.48%) LDAP
2 2 (0.48%) SSL
3 1 (0.24%) Intranet
Database & Business Intelligence
1 108 (26.09%) Big Data
2 85 (20.53%) Data Mining
3 80 (19.32%) Hadoop
4 79 (19.08%) QlikView
5 63 (15.22%) SQL Server
6 55 (13.29%) Data Warehouse
7 42 (10.14%) Power BI
8 41 (9.90%) Relational Database
9 40 (9.66%) NoSQL
9 40 (9.66%) Spotfire
10 38 (9.18%) SQL Server Integration Services
11 31 (7.49%) Apache Hive
12 25 (6.04%) SQL Server Reporting Services
13 23 (5.56%) BusinessObjects
13 23 (5.56%) MS Access
13 23 (5.56%) RDBMS
14 16 (3.86%) SAS EBI
15 14 (3.38%) Pentaho
16 13 (3.14%) MongoDB
17 12 (2.90%) GIS
Development Applications
1 8 (1.93%) Toad
2 4 (0.97%) RStudio
3 1 (0.24%) Talend Open Studio
General
1 106 (25.60%) Marketing
2 91 (21.98%) Finance
3 51 (12.32%) Retail
4 19 (4.59%) Banking
5 11 (2.66%) Advertising
6 10 (2.42%) Legal
7 8 (1.93%) Games
7 8 (1.93%) German Language
8 6 (1.45%) Automotive
9 5 (1.21%) Aerospace
9 5 (1.21%) Manufacturing
9 5 (1.21%) Telecoms
10 4 (0.97%) French Language
10 4 (0.97%) Investment Banking
10 4 (0.97%) Retail Banking
11 3 (0.72%) Military
12 2 (0.48%) Law
13 1 (0.24%) Publishing
Job Titles
1 171 (41.30%) Analyst
2 72 (17.39%) Data Scientist
3 56 (13.53%) Data Analyst
4 46 (11.11%) Analytics Manager
4 46 (11.11%) Insight Analyst
5 39 (9.42%) Senior Analyst
6 38 (9.18%) Consultant
7 36 (8.70%) Data Analytics Manager
8 33 (7.97%) SQL Analyst
9 31 (7.49%) Data Manager
10 30 (7.25%) SPSS Analyst
11 26 (6.28%) Analytics Consultant
11 26 (6.28%) Marketing Analyst
12 24 (5.80%) Data Insight Analyst
12 24 (5.80%) Insight Data Analyst
13 23 (5.56%) Data Consultant
14 20 (4.83%) Data Analytics Consultant
15 18 (4.35%) SAS Analyst
15 18 (4.35%) SPSS Data Analyst
15 18 (4.35%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 16 (3.86%) HTML
2 11 (2.66%) .NET
2 11 (2.66%) Natural Language Processing
3 8 (1.93%) XML
4 5 (1.21%) JSON
4 5 (1.21%) Regular Expression
5 3 (0.72%) HTML5
6 2 (0.48%) CSS
6 2 (0.48%) D3.js
6 2 (0.48%) JSP
6 2 (0.48%) Kafka
6 2 (0.48%) MDX
6 2 (0.48%) MLlib
6 2 (0.48%) Pandas
6 2 (0.48%) scikit-learn
6 2 (0.48%) Spring
6 2 (0.48%) TensorFlow
6 2 (0.48%) Theano
6 2 (0.48%) Web Services
6 2 (0.48%) XSLT
Miscellaneous
1 230 (55.56%) Analytical Skills
2 28 (6.76%) Algorithms
3 26 (6.28%) Computer Science
4 19 (4.59%) Credit Risk
5 16 (3.86%) Fintech
6 11 (2.66%) Social Media
7 10 (2.42%) NHS
7 10 (2.42%) User Experience
8 7 (1.69%) FMCG
9 6 (1.45%) Social Network
10 4 (0.97%) Management Information System
11 2 (0.48%) Digital Media
12 1 (0.24%) Blog
12 1 (0.24%) Data Protection Act
12 1 (0.24%) Data Structures
12 1 (0.24%) Replication
12 1 (0.24%) Robotics
12 1 (0.24%) Smartphone
12 1 (0.24%) Virtual Team
Operating Systems
1 18 (4.35%) Linux
2 6 (1.45%) Unix
3 2 (0.48%) Solaris
3 2 (0.48%) Windows
Processes & Methodologies
1 299 (72.22%) Analytics
2 145 (35.02%) Business Intelligence
3 123 (29.71%) Data Analytics
4 106 (25.60%) Data Analysis
5 84 (20.29%) Statistics
5 84 (20.29%) Visualisation
6 80 (19.32%) Mathematics
7 74 (17.87%) Data Modelling
8 67 (16.18%) ETL
9 59 (14.25%) Data Visualisation
10 56 (13.53%) Machine Learning
10 56 (13.53%) Statistical Analysis
11 50 (12.08%) Stakeholder Management
12 48 (11.59%) CRM
13 47 (11.35%) Data Management
14 42 (10.14%) Agile Software Development
15 41 (9.90%) Actionable Insight
16 39 (9.42%) Statistical Modelling
17 36 (8.70%) Predictive Modelling
18 35 (8.45%) Project Management
Programming Languages
1 256 (61.84%) SQL
2 195 (47.10%) R
3 160 (38.65%) Python
4 51 (12.32%) VBA
5 40 (9.66%) Java
6 39 (9.42%) MATLAB
7 17 (4.11%) Scala
8 15 (3.62%) PHP
9 14 (3.38%) JavaScript
10 13 (3.14%) C#
11 12 (2.90%) T-SQL
12 11 (2.66%) VB.NET
13 7 (1.69%) C++
14 6 (1.45%) C
15 3 (0.72%) HiveQL
15 3 (0.72%) Shell Script
15 3 (0.72%) VB
16 2 (0.48%) Perl
17 1 (0.24%) Julia
17 1 (0.24%) PL/SQL
Qualifications
1 125 (30.19%) Degree
2 38 (9.18%) PhD
3 23 (5.56%) Security Cleared
4 22 (5.31%) Numerate Degree
5 21 (5.07%) Master's Degree
6 10 (2.42%) Postgraduate
6 10 (2.42%) SC Cleared
7 2 (0.48%) DV Cleared
8 1 (0.24%) AAT
8 1 (0.24%) ACCA
8 1 (0.24%) CIMA
8 1 (0.24%) Computer Science Degree
8 1 (0.24%) CTC Cleared
Quality Assurance & Compliance
1 23 (5.56%) Data Quality
2 11 (2.66%) QA
3 4 (0.97%) Actionable Recommendations
3 4 (0.97%) IFRS
3 4 (0.97%) IFRS 9
4 1 (0.24%) Sarbanes-Oxley
System Software
1 3 (0.72%) Apache Flume
2 2 (0.48%) Active Directory
Systems Management
1 1 (0.24%) Tivoli
Vendors
1 134 (32.37%) Tableau
2 57 (13.77%) Microsoft
3 38 (9.18%) IBM
4 36 (8.70%) SAP
5 31 (7.49%) Google
6 24 (5.80%) Cognos
7 22 (5.31%) Teradata
8 20 (4.83%) Netezza
9 18 (4.35%) Adobe
10 16 (3.86%) Alteryx
11 13 (3.14%) Informatica
12 12 (2.90%) Cloudera
13 11 (2.66%) Oracle
14 10 (2.42%) MicroStrategy
15 9 (2.17%) Hortonworks
16 8 (1.93%) MapR
17 5 (1.21%) RapidMiner
17 5 (1.21%) Salesforce.com
17 5 (1.21%) TIBCO
18 4 (0.97%) Facebook
West London
Martin & Conley
Salary: £35000 - £45000 per annum + 10% bonus
Posted: 6 hours ago
East London
Lorien Resourcing
Salary: £28000 - £42000 per annum
Posted: 6 hours ago
City of London
Churchill Frank
Salary: £65000 - £70000 per annum + Lifestyle
Posted: Yesterday
Central London / West End
Spencer Rose
Salary: From £35,000 to £40,000 per annum
Posted: Yesterday
Islington, London
Great British Chefs
Posted: 23 hours ago
London
Cognizant
Salary: Unspecified
Posted: 1 hour ago
Northampton, Northamptonshire
Emponics Ltd
Salary: ££excllent +15% bonus +health, pension etc etc
Posted: 22 hours ago
Sheffield, South Yorkshire
Searchability
Salary: £23000 - £40000 per annum + Benefits
Posted: Yesterday
Swindon, Wiltshire
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: Yesterday
Leeds
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £28000.00 - £35000.00 per annum
Posted: 2 days ago
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: Yesterday
London
Square One Resources
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
North London
Understanding Recruitment
Salary: £40000 - £46000 per annum + Execllent Benefits
Posted: 2 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
Mercator IT Solutions
Salary: & benefits
Posted: 16 hours ago
Hertfordshire
Aerotek
Posted: 6 days ago
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + Lifestyle
Posted: 7 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 5 days ago
Central London / West End
The Workshop
Posted: 8 days ago
London
Oliver James Associates
Salary: £110000 - £120000 per annum
Posted: 6 days ago
London
Oliver James Associates
Salary: £75000 - £85000 per annum
Posted: 6 days ago
Central London / West End
myBench Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 9 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £40000 per annum + 10% BONUS
Posted: 15 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 13 days ago
Whitehall, Bristol
Cabinet Office
Posted: 8 days ago
London
Churchill Frank
Salary: £35000 - £40000 per annum + Lifestyle
Posted: 22 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 13 days ago