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

SPSS
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 650 698 578
Rank change year-on-year +48 -120  
Permanent jobs citing SPSS 222 229 440
As % of all permanent IT jobs advertised in the UK 0.25% 0.24% 0.40%
As % of the Applications category 2.92% 2.58% 3.97%
Number of salaries quoted 172 185 305
Median salary £48,750 £50,000 £47,500
Median salary % change year-on-year -2.50% +5.26%  
90% offered a salary of more than £32,500 £32,200 £32,500
10% offered a salary of more than £70,000 £77,300 £77,250
UK excluding London median salary £41,500 £50,000 £44,500
% change year-on-year -17.00% +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 with a requirement for software application skills.

Software Application Skills
UK
Permanent job vacancies with a requirement for software application skills 7609 8885 11093
As % of all permanent IT job vacancies advertised in the UK 8.64% 9.15% 10.02%
Number of salaries quoted 5993 7286 8708
Median salary £37,750 £37,500 £36,500
Median salary % change year-on-year +0.66% +2.73%  
90% offered a salary of more than £24,000 £22,500 £22,500
10% offered a salary of more than £63,500 £62,500 £60,000
UK excluding London median salary £34,200 £33,000 £34,000
% change year-on-year +3.63% -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 25 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 25 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 +49 209 £50,000 - 25
London +2 117 £55,000 +10.00% 18
Yorkshire +30 27 £55,000 +10.00% 2
West Yorkshire +30 26 £55,000 +10.00% 1
Leeds +20 26 £55,000 +10.00% 1
West Midlands +27 19 £32,500 -2.25%
North West -27 19 £39,500 -24.76% 1
Manchester -13 17 £39,500 -24.76% 1
Warwickshire +23 12 £32,500 -27.77%
East of England +10 11 £31,500 -30.00% 1
South West -9 10 £41,500 -30.83% 2
Hertfordshire -4 8 £30,000 -33.33% 1
St Albans - 8 £30,000 -
City of London +30 7 £50,000 +2.56% 6
Gloucestershire - 5 £40,000 -
Scotland +3 4 £45,000 -40.39% 1
Coventry - 4 £35,000 -
Croydon - 4 £52,500 -
Cirencester - 4 £41,250 -
West End of London - 3 £55,000 - 4
Midlands - 3 £85,000 - 1
Wiltshire - 3 £40,750 -
Nuneaton - 3 £41,500 -
Bedfordshire - 3 £41,000 -
Stirling - 3 £45,000 -
South East +42 2 £47,500 +31.94%
Devon -6 2 £44,000 -12.00%
Exeter -13 2 £44,000 -12.00%
Swindon - 2 £40,750 -
Cheshire - 2 £40,000 -

For the 6 months to 25 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.

1 324 (79.41%) SAS
2 294 (72.06%) Analytics
3 252 (61.76%) SQL
4 227 (55.64%) Analytical Skills
5 191 (46.81%) R
6 155 (37.99%) Python
7 145 (35.54%) Business Intelligence
8 135 (33.09%) Tableau
9 124 (30.39%) Degree
10 118 (28.92%) Data Analytics
11 106 (25.98%) Big Data
12 104 (25.49%) Data Analysis
13 103 (25.25%) Marketing
14 102 (25.00%) Microsoft Excel
15 91 (22.30%) Finance
16 84 (20.59%) Data Mining
17 83 (20.34%) Statistics
18 80 (19.61%) Visualisation
19 78 (19.12%) Mathematics
19 78 (19.12%) QlikView
20 77 (18.87%) Hadoop
21 72 (17.65%) Data Modelling
22 63 (15.44%) ETL
23 62 (15.20%) SQL Server
24 57 (13.97%) Microsoft
25 56 (13.73%) Data Visualisation
26 55 (13.48%) Statistical Analysis
27 53 (12.99%) Retail
27 53 (12.99%) Machine Learning
28 52 (12.75%) Data Warehouse

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
1 324 (79.41%) SAS
2 24 (5.88%) Apache Spark
3 21 (5.15%) Apache Pig
4 17 (4.17%) Apache
5 2 (0.49%) JBoss
5 2 (0.49%) SharePoint
5 2 (0.49%) Tomcat
5 2 (0.49%) WebLogic
5 2 (0.49%) WebSphere
Applications
1 102 (25.00%) Microsoft Excel
2 28 (6.86%) Microsoft PowerPoint
3 18 (4.41%) Microsoft Office
4 16 (3.92%) SPSS Modeler
5 13 (3.19%) Stata
6 6 (1.47%) EViews
7 4 (0.98%) Spreadsheet
8 3 (0.74%) S-PLUS
9 1 (0.25%) UserZoom
Business Applications
1 20 (4.90%) SAP InfiniteInsight
2 10 (2.45%) Dynamics CRM
3 6 (1.47%) Adobe Campaign
3 6 (1.47%) FastStats
4 3 (0.74%) Unica
5 2 (0.49%) SAP ERP
6 1 (0.25%) Eloqua
6 1 (0.25%) WebTrends
Cloud Services
1 32 (7.84%) Google Analytics
2 16 (3.92%) Cloud Computing
3 15 (3.68%) Microsoft Azure
4 13 (3.19%) Adobe Analytics
5 10 (2.45%) Azure Machine Learning
6 8 (1.96%) Azure Data Factory
6 8 (1.96%) Cortana Intelligence Suite
7 7 (1.72%) Amazon AWS
8 2 (0.49%) Amazon EC2
8 2 (0.49%) Amazon EMR
8 2 (0.49%) Office 365
9 1 (0.25%) Google Cloud Platform
9 1 (0.25%) Google Tag Manager
9 1 (0.25%) SaaS
9 1 (0.25%) SurveyMonkey
Communications & Networking
1 4 (0.98%) Internet
2 2 (0.49%) HTTP
2 2 (0.49%) LDAP
2 2 (0.49%) SSL
3 1 (0.25%) Intranet
Database & Business Intelligence
1 106 (25.98%) Big Data
2 84 (20.59%) Data Mining
3 78 (19.12%) QlikView
4 77 (18.87%) Hadoop
5 62 (15.20%) SQL Server
6 52 (12.75%) Data Warehouse
7 41 (10.05%) Power BI
7 41 (10.05%) Relational Database
8 39 (9.56%) Spotfire
9 38 (9.31%) NoSQL
10 36 (8.82%) SQL Server Integration Services
11 30 (7.35%) Apache Hive
12 25 (6.13%) SQL Server Reporting Services
13 23 (5.64%) BusinessObjects
13 23 (5.64%) RDBMS
14 22 (5.39%) MS Access
15 16 (3.92%) SAS EBI
16 13 (3.19%) Pentaho
17 12 (2.94%) MongoDB
18 11 (2.70%) Apache Cassandra
Development Applications
1 8 (1.96%) Toad
2 4 (0.98%) RStudio
3 1 (0.25%) Talend Open Studio
General
1 103 (25.25%) Marketing
2 91 (22.30%) Finance
3 53 (12.99%) Retail
4 19 (4.66%) Banking
5 10 (2.45%) Advertising
5 10 (2.45%) Legal
6 8 (1.96%) Games
7 7 (1.72%) German Language
8 6 (1.47%) Automotive
9 5 (1.23%) Aerospace
9 5 (1.23%) Manufacturing
9 5 (1.23%) Telecoms
10 4 (0.98%) Investment Banking
10 4 (0.98%) Retail Banking
11 3 (0.74%) French Language
11 3 (0.74%) Military
12 1 (0.25%) Law
12 1 (0.25%) Publishing
Job Titles
1 170 (41.67%) Analyst
2 69 (16.91%) Data Scientist
3 55 (13.48%) Data Analyst
4 46 (11.27%) Insight Analyst
5 45 (11.03%) Analytics Manager
6 39 (9.56%) Senior Analyst
7 38 (9.31%) Consultant
8 35 (8.58%) Data Analytics Manager
9 33 (8.09%) SQL Analyst
10 30 (7.35%) Data Manager
10 30 (7.35%) SPSS Analyst
11 26 (6.37%) Marketing Analyst
12 25 (6.13%) Analytics Consultant
13 24 (5.88%) Data Insight Analyst
13 24 (5.88%) Insight Data Analyst
14 22 (5.39%) Data Consultant
15 19 (4.66%) Data Analytics Consultant
16 18 (4.41%) SAS Analyst
16 18 (4.41%) SPSS Data Analyst
16 18 (4.41%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 16 (3.92%) HTML
2 11 (2.70%) .NET
3 10 (2.45%) Natural Language Processing
4 8 (1.96%) XML
5 5 (1.23%) JSON
5 5 (1.23%) Regular Expression
6 3 (0.74%) HTML5
7 2 (0.49%) CSS
7 2 (0.49%) JSP
7 2 (0.49%) Kafka
7 2 (0.49%) MDX
7 2 (0.49%) MLlib
7 2 (0.49%) Pandas
7 2 (0.49%) scikit-learn
7 2 (0.49%) Spring
7 2 (0.49%) Spring Security
7 2 (0.49%) Web Services
7 2 (0.49%) XSLT
8 1 (0.25%) AngularJS
8 1 (0.25%) D3.js
Miscellaneous
1 227 (55.64%) Analytical Skills
2 27 (6.62%) Algorithms
3 26 (6.37%) Computer Science
4 19 (4.66%) Credit Risk
5 16 (3.92%) Fintech
6 12 (2.94%) Social Media
7 10 (2.45%) NHS
7 10 (2.45%) User Experience
8 6 (1.47%) FMCG
9 5 (1.23%) Social Network
10 3 (0.74%) Management Information System
11 1 (0.25%) Data Structures
11 1 (0.25%) Digital Media
11 1 (0.25%) Replication
11 1 (0.25%) Robotics
11 1 (0.25%) Smartphone
11 1 (0.25%) Virtual Team
Operating Systems
1 17 (4.17%) Linux
2 5 (1.23%) Unix
3 2 (0.49%) Solaris
3 2 (0.49%) Windows
Processes & Methodologies
1 294 (72.06%) Analytics
2 145 (35.54%) Business Intelligence
3 118 (28.92%) Data Analytics
4 104 (25.49%) Data Analysis
5 83 (20.34%) Statistics
6 80 (19.61%) Visualisation
7 78 (19.12%) Mathematics
8 72 (17.65%) Data Modelling
9 63 (15.44%) ETL
10 56 (13.73%) Data Visualisation
11 55 (13.48%) Statistical Analysis
12 53 (12.99%) Machine Learning
13 51 (12.50%) Stakeholder Management
14 48 (11.76%) CRM
15 46 (11.27%) Data Management
16 42 (10.29%) Actionable Insight
17 39 (9.56%) Agile Software Development
17 39 (9.56%) Statistical Modelling
18 35 (8.58%) Predictive Modelling
19 34 (8.33%) Project Management
Programming Languages
1 252 (61.76%) SQL
2 191 (46.81%) R
3 155 (37.99%) Python
4 50 (12.25%) VBA
5 40 (9.80%) Java
6 38 (9.31%) MATLAB
7 17 (4.17%) Scala
8 15 (3.68%) PHP
9 13 (3.19%) C#
9 13 (3.19%) JavaScript
10 12 (2.94%) T-SQL
11 11 (2.70%) VB.NET
12 7 (1.72%) C++
13 6 (1.47%) C
14 3 (0.74%) HiveQL
14 3 (0.74%) Shell Script
14 3 (0.74%) VB
15 2 (0.49%) Perl
16 1 (0.25%) Julia
16 1 (0.25%) PL/SQL
Qualifications
1 124 (30.39%) Degree
2 38 (9.31%) PhD
3 23 (5.64%) Security Cleared
4 22 (5.39%) Numerate Degree
5 21 (5.15%) Master's Degree
6 10 (2.45%) SC Cleared
7 8 (1.96%) Postgraduate
8 2 (0.49%) DV Cleared
9 1 (0.25%) AAT
9 1 (0.25%) ACCA
9 1 (0.25%) CIMA
9 1 (0.25%) Computer Science Degree
9 1 (0.25%) CTC Cleared
Quality Assurance & Compliance
1 22 (5.39%) Data Quality
2 11 (2.70%) QA
3 4 (0.98%) IFRS
3 4 (0.98%) IFRS 9
4 2 (0.49%) Actionable Recommendations
5 1 (0.25%) Sarbanes-Oxley
System Software
1 3 (0.74%) Apache Flume
2 2 (0.49%) Active Directory
Systems Management
1 1 (0.25%) Tivoli
Vendors
1 135 (33.09%) Tableau
2 57 (13.97%) Microsoft
3 37 (9.07%) IBM
4 35 (8.58%) SAP
5 31 (7.60%) Google
6 23 (5.64%) Cognos
7 22 (5.39%) Teradata
8 20 (4.90%) Netezza
9 18 (4.41%) Adobe
10 16 (3.92%) Alteryx
11 11 (2.70%) Cloudera
11 11 (2.70%) Informatica
11 11 (2.70%) Oracle
12 10 (2.45%) MicroStrategy
13 8 (1.96%) Hortonworks
14 7 (1.72%) MapR
15 5 (1.23%) RapidMiner
15 5 (1.23%) Salesforce.com
15 5 (1.23%) TIBCO
16 4 (0.98%) Facebook
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 2 days ago
Hertfordshire
Aerotek
Posted: 3 days ago
City of London
Churchill Frank
Salary: £60000 - £65000 per annum + Lifestyle
Posted: 4 days ago
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + Lifestyle
Posted: 4 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 3 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 2 days ago
London
Oliver James Associates
Salary: £110000 - £120000 per annum
Posted: 4 days ago
Sheffield, South Yorkshire
Searchability
Salary: £23000 - £40000 per annum + Benefits
Posted: 6 days ago
Central London / West End
Spencer Rose
Salary: From £35,000 to £40,000 per annum
Posted: 5 days ago
Central London / West End
The Workshop
Posted: 5 days ago
Northampton, Northamptonshire
Emponics Ltd
Salary: ££excllent +15% bonus +health, pension etc etc
Posted: 5 days ago
London
Oliver James Associates
Salary: £75000 - £85000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 6 days ago
North London
Understanding Recruitment
Salary: £40000 - £46000 per annum + Execllent Benefits
Posted: 6 days ago
Central London / West End
myBench Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 6 days ago
Whitehall, Bristol
Cabinet Office
Posted: 5 days ago
London
Click Digital
Salary: £35,000 - £55,000 per year
Posted: 10 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £40000 per annum + 10% BONUS
Posted: 12 days ago
London
NST Recruitment Limited
Salary: Benefits
Posted: 6 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 10 days ago
London
Churchill Frank
Salary: £35000 - £40000 per annum + Lifestyle
Posted: 19 days ago
Bristol
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 15 days ago
Greater Manchester
Computer Futures
Salary: £60000 - £70000 per annum + competitive
Posted: 12 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £60,000 to £70,000 per annum + bonus & extensive benefits
Posted: 16 days ago
London
Nespresso
Posted: 19 days ago
City of London
Real Staffing
Salary: £50000 - £60000 per annum + bonus and benefits
Posted: 23 days ago