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

SPSS
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 650 701 574
Rank change year-on-year +51 -127  
Permanent jobs citing SPSS 217 211 417
As % of all permanent IT jobs advertised in England 0.26% 0.23% 0.41%
As % of the Applications category 2.94% 2.47% 4.03%
Number of salaries quoted 168 169 297
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £31,000 £32,500
10% offered a salary of more than £70,000 £80,000 £76,000
UK excluding London median salary £41,000 £50,000 £44,500
% change year-on-year -18.00% +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 advertised in England with a requirement for software application skills.

Software Application Skills
England
Permanent job vacancies with a requirement for software application skills 7377 8531 10351
As % of all permanent IT job vacancies advertised in England 8.81% 9.22% 10.09%
Number of salaries quoted 5813 7049 8216
Median salary £38,212 £37,500 £37,500
Median salary % change year-on-year +1.89% -  
90% offered a salary of more than £24,000 £22,500 £22,500
10% offered a salary of more than £64,100 £62,500 £62,000
UK excluding London median salary £34,000 £33,500 £34,000
% change year-on-year +1.49% -1.47%  

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 June 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 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
London +18 121 £55,000 +10.00% 20
Yorkshire +18 29 £55,000 +10.00% 3
West Midlands +23 20 £32,500 -2.25%
North West -30 19 £39,500 -24.76% 1
East of England -7 11 £31,500 -30.00% 2
South West -16 11 £40,750 -32.08% 4
Midlands - 3 £85,000 - 1
South East +30 2 £47,500 +31.94%
SPSS
UK

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

1 314 (79.29%) SAS
2 284 (71.72%) Analytics
3 245 (61.87%) SQL
4 217 (54.80%) Analytical Skills
5 187 (47.22%) R
6 154 (38.89%) Python
7 136 (34.34%) Business Intelligence
8 132 (33.33%) Tableau
9 123 (31.06%) Degree
10 115 (29.04%) Data Analytics
11 107 (27.02%) Big Data
12 101 (25.51%) Marketing
13 97 (24.49%) Data Analysis
13 97 (24.49%) Microsoft Excel
14 85 (21.46%) Finance
15 82 (20.71%) Statistics
16 80 (20.20%) Hadoop
17 77 (19.44%) Visualisation
17 77 (19.44%) Data Mining
18 74 (18.69%) Mathematics
19 73 (18.43%) QlikView
20 67 (16.92%) Data Modelling
21 63 (15.91%) SQL Server
22 61 (15.40%) ETL
23 57 (14.39%) Microsoft
24 56 (14.14%) Machine Learning
25 54 (13.64%) Statistical Analysis
26 52 (13.13%) Data Visualisation
27 51 (12.88%) VBA
27 51 (12.88%) Stakeholder Management

SPSS
Co-occurring 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
1 314 (79.29%) SAS
2 25 (6.31%) Apache Spark
3 21 (5.30%) Apache Pig
4 17 (4.29%) Apache
5 2 (0.51%) JBoss
5 2 (0.51%) SharePoint
5 2 (0.51%) Tomcat
5 2 (0.51%) WebLogic
5 2 (0.51%) WebSphere
Applications
1 97 (24.49%) Microsoft Excel
2 25 (6.31%) Microsoft PowerPoint
3 17 (4.29%) Microsoft Office
4 16 (4.04%) SPSS Modeler
5 13 (3.28%) Stata
6 7 (1.77%) EViews
7 3 (0.76%) S-PLUS
7 3 (0.76%) Spreadsheet
8 1 (0.25%) UserZoom
Business Applications
1 20 (5.05%) SAP InfiniteInsight
2 10 (2.53%) Dynamics CRM
3 6 (1.52%) Adobe Campaign
3 6 (1.52%) FastStats
4 3 (0.76%) Unica
5 2 (0.51%) SAP ERP
6 1 (0.25%) Eloqua
6 1 (0.25%) WebTrends
Cloud Services
1 32 (8.08%) Google Analytics
2 17 (4.29%) Cloud Computing
3 16 (4.04%) Microsoft Azure
4 13 (3.28%) Adobe Analytics
5 11 (2.78%) Azure Machine Learning
6 9 (2.27%) Azure Data Factory
7 8 (2.02%) Cortana Intelligence Suite
8 7 (1.77%) Amazon AWS
9 2 (0.51%) Amazon EC2
9 2 (0.51%) Amazon EMR
9 2 (0.51%) Google Cloud Platform
9 2 (0.51%) Office 365
10 1 (0.25%) Google Tag Manager
10 1 (0.25%) SaaS
10 1 (0.25%) SurveyMonkey
Communications & Networking
1 3 (0.76%) Internet
2 2 (0.51%) HTTP
2 2 (0.51%) LDAP
2 2 (0.51%) SSL
3 1 (0.25%) Intranet
Database & Business Intelligence
1 107 (27.02%) Big Data
2 80 (20.20%) Hadoop
3 77 (19.44%) Data Mining
4 73 (18.43%) QlikView
5 63 (15.91%) SQL Server
6 46 (11.62%) Data Warehouse
7 41 (10.35%) Relational Database
8 40 (10.10%) Power BI
8 40 (10.10%) Spotfire
9 34 (8.59%) NoSQL
10 32 (8.08%) SQL Server Integration Services
11 31 (7.83%) Apache Hive
12 24 (6.06%) SQL Server Reporting Services
13 23 (5.81%) BusinessObjects
13 23 (5.81%) MS Access
13 23 (5.81%) RDBMS
14 16 (4.04%) SAS EBI
15 14 (3.54%) Pentaho
16 13 (3.28%) MongoDB
17 12 (3.03%) GIS
Development Applications
1 8 (2.02%) Toad
2 4 (1.01%) RStudio
3 1 (0.25%) Talend Open Studio
General
1 101 (25.51%) Marketing
2 85 (21.46%) Finance
3 50 (12.63%) Retail
4 19 (4.80%) Banking
5 11 (2.78%) Advertising
6 10 (2.53%) Legal
7 8 (2.02%) German Language
8 6 (1.52%) Automotive
8 6 (1.52%) Games
9 5 (1.26%) Aerospace
9 5 (1.26%) Manufacturing
9 5 (1.26%) Telecoms
10 4 (1.01%) French Language
10 4 (1.01%) Investment Banking
10 4 (1.01%) Retail Banking
11 3 (0.76%) Military
12 2 (0.51%) Law
13 1 (0.25%) Publishing
Job Titles
1 162 (40.91%) Analyst
2 66 (16.67%) Data Scientist
3 55 (13.89%) Data Analyst
4 46 (11.62%) Analytics Manager
5 45 (11.36%) Insight Analyst
6 39 (9.85%) Consultant
7 36 (9.09%) Data Analytics Manager
8 33 (8.33%) Senior Analyst
8 33 (8.33%) SQL Analyst
9 30 (7.58%) Data Manager
9 30 (7.58%) SPSS Analyst
10 26 (6.57%) Analytics Consultant
10 26 (6.57%) Marketing Analyst
11 24 (6.06%) Data Insight Analyst
11 24 (6.06%) Insight Data Analyst
12 23 (5.81%) Data Consultant
13 20 (5.05%) Data Analytics Consultant
14 18 (4.55%) SAS Analyst
14 18 (4.55%) SPSS Data Analyst
14 18 (4.55%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 16 (4.04%) HTML
2 11 (2.78%) .NET
2 11 (2.78%) Natural Language Processing
3 8 (2.02%) XML
4 5 (1.26%) JSON
4 5 (1.26%) Regular Expression
5 3 (0.76%) HTML5
6 2 (0.51%) CSS
6 2 (0.51%) D3.js
6 2 (0.51%) JSP
6 2 (0.51%) Kafka
6 2 (0.51%) MDX
6 2 (0.51%) MLlib
6 2 (0.51%) Pandas
6 2 (0.51%) scikit-learn
6 2 (0.51%) Spring
6 2 (0.51%) Spring Security
6 2 (0.51%) TensorFlow
6 2 (0.51%) Theano
6 2 (0.51%) XSLT
Miscellaneous
1 217 (54.80%) Analytical Skills
2 26 (6.57%) Computer Science
3 22 (5.56%) Algorithms
4 19 (4.80%) Credit Risk
5 16 (4.04%) Fintech
6 11 (2.78%) Social Media
7 10 (2.53%) NHS
7 10 (2.53%) User Experience
8 7 (1.77%) FMCG
9 6 (1.52%) Social Network
10 4 (1.01%) Management Information System
11 2 (0.51%) Digital Media
12 1 (0.25%) Blog
12 1 (0.25%) Data Protection Act
12 1 (0.25%) Data Structures
12 1 (0.25%) Replication
12 1 (0.25%) Robotics
12 1 (0.25%) Smartphone
12 1 (0.25%) Virtual Team
Operating Systems
1 18 (4.55%) Linux
2 6 (1.52%) Unix
3 2 (0.51%) Solaris
3 2 (0.51%) Windows
Processes & Methodologies
1 284 (71.72%) Analytics
2 136 (34.34%) Business Intelligence
3 115 (29.04%) Data Analytics
4 97 (24.49%) Data Analysis
5 82 (20.71%) Statistics
6 77 (19.44%) Visualisation
7 74 (18.69%) Mathematics
8 67 (16.92%) Data Modelling
9 61 (15.40%) ETL
10 56 (14.14%) Machine Learning
11 54 (13.64%) Statistical Analysis
12 52 (13.13%) Data Visualisation
13 51 (12.88%) Stakeholder Management
14 47 (11.87%) CRM
15 41 (10.35%) Actionable Insight
16 40 (10.10%) Data Management
16 40 (10.10%) Statistical Modelling
17 36 (9.09%) Agile Software Development
18 35 (8.84%) Predictive Modelling
19 33 (8.33%) Project Management
Programming Languages
1 245 (61.87%) SQL
2 187 (47.22%) R
3 154 (38.89%) Python
4 51 (12.88%) VBA
5 40 (10.10%) Java
6 39 (9.85%) MATLAB
7 17 (4.29%) Scala
8 15 (3.79%) PHP
9 14 (3.54%) JavaScript
10 13 (3.28%) C#
11 12 (3.03%) T-SQL
12 11 (2.78%) VB.NET
13 7 (1.77%) C++
14 6 (1.52%) C
15 3 (0.76%) HiveQL
15 3 (0.76%) Shell Script
15 3 (0.76%) VB
16 2 (0.51%) Perl
17 1 (0.25%) Julia
17 1 (0.25%) PL/SQL
Qualifications
1 123 (31.06%) Degree
2 38 (9.60%) PhD
3 23 (5.81%) Security Cleared
4 21 (5.30%) Master's Degree
5 20 (5.05%) Numerate Degree
6 10 (2.53%) Postgraduate
6 10 (2.53%) SC Cleared
7 2 (0.51%) DV Cleared
8 1 (0.25%) AAT
8 1 (0.25%) ACCA
8 1 (0.25%) CIMA
8 1 (0.25%) Computer Science Degree
8 1 (0.25%) CTC Cleared
Quality Assurance & Compliance
1 23 (5.81%) Data Quality
2 11 (2.78%) QA
3 4 (1.01%) Actionable Recommendations
3 4 (1.01%) IFRS
3 4 (1.01%) IFRS 9
4 1 (0.25%) Sarbanes-Oxley
System Software
1 3 (0.76%) Apache Flume
2 2 (0.51%) Active Directory
Systems Management
1 1 (0.25%) Tivoli
Vendors
1 132 (33.33%) Tableau
2 57 (14.39%) Microsoft
3 38 (9.60%) IBM
4 36 (9.09%) SAP
5 31 (7.83%) Google
6 24 (6.06%) Cognos
7 22 (5.56%) Teradata
8 20 (5.05%) Netezza
9 18 (4.55%) Adobe
10 16 (4.04%) Alteryx
11 12 (3.03%) Cloudera
12 10 (2.53%) MicroStrategy
12 10 (2.53%) Oracle
13 9 (2.27%) Hortonworks
14 8 (2.02%) MapR
15 7 (1.77%) Informatica
16 5 (1.26%) RapidMiner
16 5 (1.26%) Salesforce.com
16 5 (1.26%) TIBCO
17 4 (1.01%) Facebook
City of London
Churchill Frank
Salary: £65000 - £70000 per annum + Lifestyle
Posted: 21 hours ago
Central London / West End
Spencer Rose
Salary: From £35,000 to £40,000 per annum
Posted: 12 hours ago
Islington, London
Great British Chefs
Posted: 11 hours ago
Northampton, Northamptonshire
Emponics Ltd
Salary: ££excllent +15% bonus +health, pension etc etc
Posted: 9 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: Yesterday
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: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 4 days ago
Hertfordshire
Aerotek
Posted: 5 days ago
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + Lifestyle
Posted: 6 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: Yesterday
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: 7 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: 8 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 13 days ago
Whitehall, Bristol
Cabinet Office
Posted: 7 days ago
London
Churchill Frank
Salary: £35000 - £40000 per annum + Lifestyle
Posted: 21 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 13 days ago
Bristol
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 17 days ago
Greater Manchester
Computer Futures
Salary: £60000 - £70000 per annum + competitive
Posted: 14 days ago
Central London / West End
Reed Business Information Ltd
Salary: Competitive + bonus & extensive benefits
Posted: 19 days ago
London
Nespresso
Posted: 21 days ago
City of London
Real Staffing
Salary: £50000 - £60000 per annum + bonus and benefits
Posted: 26 days ago