The table below looks at the statistics for SPSS skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
SPSS
UK / England
Rank 676 644 625
Rank change year-on-year
-32 -19
Permanent jobs citing SPSS 164 299 323
As % of all permanent IT jobs located in England 0.21% 0.32% 0.32%
As % of the Applications category 1.63% 2.27% 2.06%
Number of salaries quoted 127 238 274
Median salary £44,000 £47,500 £50,000
Median salary % change year-on-year
-7.36% -5.00%
90% offered a salary of more than £33,250 £33,000 £30,000
10% offered a salary of more than £70,000 £82,500 £75,000
UK excluding London median salary £39,000 £47,500 £45,000
% change year-on-year
-17.89% +5.55%

The following table is for comparison with the above and provides statistics for the entire Applications category in permanent jobs advertised in the England region.

Applications Category
England
Permanent IT job ads with a match in the
Applications category
10031 13184 15712
As % of all permanent IT jobs located in England 12.64% 14.01% 15.80%
Number of salaries quoted 8317 10865 12997
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £23,000 £24,000 £22,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in England

The demand trend of job ads across the England region citing SPSS as a proportion of all IT jobs with a match in the Applications category.

SPSS Jobs Demand Trend in England

SPSS
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SPSS across the England region.

SPSS Salary Trend in England

SPSS
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing SPSS across the England region over the 3 months to 20 February 2017.

SPSS Salary Histogram 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 20 February 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 -47 89 £50,000 - 20
South West +33 20 £40,000 -5.88%
West Midlands +29 15 £37,000 +1.36% 1
East of England +30 10 £40,000 -23.80%
North West -18 10 £35,000 -37.77% 5
South East +24 8 £36,000 -24.21% 3
East Midlands +4 6 £41,250 +37.50% 1
Yorkshire +10 5 £35,000 -41.66% 4
North East - 1 £28,500 -
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 20 February 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.

1 341 (83.37%) SAS
2 286 (69.93%) Analytics
3 283 (69.19%) SQL
4 253 (61.86%) Analytical Skills
5 202 (49.39%) R
6 171 (41.81%) Python
7 163 (39.85%) Business Intelligence
8 150 (36.67%) Degree
9 132 (32.27%) Marketing
10 128 (31.30%) Tableau
11 118 (28.85%) Big Data
12 110 (26.89%) Statistics
13 109 (26.65%) Hadoop
14 103 (25.18%) Mathematics
15 101 (24.69%) Finance
16 98 (23.96%) Data Analytics
17 84 (20.54%) Visualisation
18 80 (19.56%) SQL Server
19 77 (18.83%) Data Analysis
20 72 (17.60%) QlikView
21 65 (15.89%) Java
21 65 (15.89%) Machine Learning
22 62 (15.16%) Retail
23 60 (14.67%) ETL
23 60 (14.67%) MS Excel
24 57 (13.94%) Data Modelling
25 55 (13.45%) Data Visualisation
26 54 (13.20%) Predictive Modelling
27 52 (12.71%) PhD
27 52 (12.71%) VBA

SPSS
Top Related 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
1 341 (83.37%) SAS
2 44 (10.76%) Apache Spark
3 30 (7.33%) Apache Pig
4 19 (4.65%) Apache
5 4 (0.98%) ArcGIS
5 4 (0.98%) OpenStack
6 3 (0.73%) SharePoint
7 1 (0.24%) Adobe Experience Manager
7 1 (0.24%) Elasticsearch
Applications
1 60 (14.67%) MS Excel
2 23 (5.62%) Stata
3 21 (5.13%) MS PowerPoint
4 13 (3.18%) MS Office
5 6 (1.47%) EViews
5 6 (1.47%) Spreadsheet
6 2 (0.49%) MS Visio
6 2 (0.49%) S-PLUS
7 1 (0.24%) Gephi
7 1 (0.24%) Maple
7 1 (0.24%) Simulink
Business Applications
1 23 (5.62%) FastStats
2 10 (2.44%) Dynamics CRM
3 8 (1.96%) Dynamics NAV
4 2 (0.49%) Oracle Financials
5 1 (0.24%) Adobe Campaign
5 1 (0.24%) Data Workbench
5 1 (0.24%) FastStats PeopleStage
5 1 (0.24%) SAP InfiniteInsight
5 1 (0.24%) SAP Oil and Gas
5 1 (0.24%) Unica
Cloud Services
1 28 (6.85%) Google Analytics
2 20 (4.89%) Google Cloud Platform
3 18 (4.40%) Cloud Computing
4 17 (4.16%) Amazon AWS
5 12 (2.93%) Amazon EC2
6 9 (2.20%) Adobe Analytics
6 9 (2.20%) Amazon EMR
7 3 (0.73%) Amazon S3
7 3 (0.73%) AWS Data Pipeline
8 2 (0.49%) AWS Lambda
9 1 (0.24%) Google Tag Manager
9 1 (0.24%) Microsoft Azure
9 1 (0.24%) Responsys
9 1 (0.24%) Silverpop
Communications & Networking
1 3 (0.73%) SMS
2 1 (0.24%) Internet
Database & Business Intelligence
1 118 (28.85%) Big Data
2 109 (26.65%) Hadoop
3 80 (19.56%) SQL Server
4 72 (17.60%) QlikView
5 48 (11.74%) Apache Hive
6 42 (10.27%) Data Mining
7 41 (10.02%) SQL Server Integration Services
8 39 (9.54%) BusinessObjects
8 39 (9.54%) Relational Database
9 38 (9.29%) Data Warehouse
10 35 (8.56%) Power BI
11 30 (7.33%) RDBMS
12 24 (5.87%) GIS
13 23 (5.62%) NoSQL
14 21 (5.13%) SQL Server Reporting Services
15 16 (3.91%) MongoDB
16 14 (3.42%) Spotfire
17 13 (3.18%) HBase
18 11 (2.69%) Oracle Database
18 11 (2.69%) SAS Enterprise Guide
Development Applications
1 6 (1.47%) Talend Open Studio
2 2 (0.49%) RStudio
3 1 (0.24%) JIRA
3 1 (0.24%) Team Foundation Server
3 1 (0.24%) Toad
General
1 132 (32.27%) Marketing
2 101 (24.69%) Finance
3 62 (15.16%) Retail
4 42 (10.27%) Banking
5 10 (2.44%) Legal
6 7 (1.71%) Games
7 6 (1.47%) Telecoms
8 4 (0.98%) Automotive
8 4 (0.98%) Retail Banking
9 3 (0.73%) Advertising
9 3 (0.73%) Law
9 3 (0.73%) Military
9 3 (0.73%) Publishing
10 2 (0.49%) Investment Banking
11 1 (0.24%) French Language
11 1 (0.24%) German Language
11 1 (0.24%) Manufacturing
11 1 (0.24%) Music Industry
Job Titles
1 181 (44.25%) Analyst
2 70 (17.11%) Data Scientist
3 66 (16.14%) Data Analyst
4 52 (12.71%) Insight Analyst
5 47 (11.49%) Analytics Manager
6 38 (9.29%) Marketing Analyst
7 34 (8.31%) Consultant
8 31 (7.58%) Data Analytics Manager
9 27 (6.60%) Senior Manager
10 25 (6.11%) Developer
10 25 (6.11%) Senior Analytics Manager
11 24 (5.87%) Data Insight Analyst
11 24 (5.87%) Data Manager
11 24 (5.87%) Insight Data Analyst
11 24 (5.87%) SQL Analyst
12 23 (5.62%) Senior Analyst
13 21 (5.13%) SAS Analyst
14 20 (4.89%) SPSS Analyst
15 19 (4.65%) Analytics Consultant
15 19 (4.65%) Digital Analyst
Libraries, Frameworks & Software Standards
1 18 (4.40%) .NET
2 9 (2.20%) HTML
2 9 (2.20%) Web Services
3 8 (1.96%) MLlib
3 8 (1.96%) RESTful
4 6 (1.47%) NumPy
4 6 (1.47%) scikit-learn
5 5 (1.22%) Natural Language Processing
6 4 (0.98%) CSS
7 3 (0.73%) Apache Flex
7 3 (0.73%) TensorFlow
7 3 (0.73%) Theano
8 2 (0.49%) Catalyst
9 1 (0.24%) ASP.NET
9 1 (0.24%) D3.js
9 1 (0.24%) Kafka
9 1 (0.24%) Pandas
9 1 (0.24%) SciPy
9 1 (0.24%) Spark Streaming
9 1 (0.24%) XML
Miscellaneous
1 253 (61.86%) Analytical Skills
2 49 (11.98%) Computer Science
2 49 (11.98%) Credit Risk
3 20 (4.89%) Algorithms
4 14 (3.42%) Social Media
5 11 (2.69%) User Experience
6 7 (1.71%) Management Information System
7 5 (1.22%) Fintech
7 5 (1.22%) FMCG
8 3 (0.73%) Data Centre
9 2 (0.49%) Cybercrime
9 2 (0.49%) Reference Data
9 2 (0.49%) Smart Home
9 2 (0.49%) Social Network
10 1 (0.24%) Blog
10 1 (0.24%) Data Structures
10 1 (0.24%) Digital Media
10 1 (0.24%) Foreign Exchange (FX)
10 1 (0.24%) Life Science
10 1 (0.24%) Replication
Operating Systems
1 17 (4.16%) Linux
2 11 (2.69%) Unix
3 4 (0.98%) Windows
Processes & Methodologies
1 286 (69.93%) Analytics
2 163 (39.85%) Business Intelligence
3 110 (26.89%) Statistics
4 103 (25.18%) Mathematics
5 98 (23.96%) Data Analytics
6 84 (20.54%) Visualisation
7 77 (18.83%) Data Analysis
8 65 (15.89%) Machine Learning
9 60 (14.67%) ETL
10 57 (13.94%) Data Modelling
11 55 (13.45%) Data Visualisation
12 54 (13.20%) Predictive Modelling
13 52 (12.71%) Actionable Insight
14 46 (11.25%) Stakeholder Management
15 42 (10.27%) Statistical Analysis
15 42 (10.27%) Statistical Modelling
16 41 (10.02%) Agile Software Development
17 40 (9.78%) Web Analytics
18 37 (9.05%) Customer Segmentation
19 34 (8.31%) Predictive Analytics
Programming Languages
1 283 (69.19%) SQL
2 202 (49.39%) R
3 171 (41.81%) Python
4 65 (15.89%) Java
5 52 (12.71%) VBA
6 48 (11.74%) MATLAB
7 37 (9.05%) Scala
8 26 (6.36%) C#
9 22 (5.38%) PHP
9 22 (5.38%) T-SQL
10 18 (4.40%) C++
11 17 (4.16%) VB.NET
12 13 (3.18%) Perl
13 10 (2.44%) JavaScript
14 8 (1.96%) Shell Script
15 7 (1.71%) C
16 6 (1.47%) VB
17 1 (0.24%) Delphi
17 1 (0.24%) Fortran
17 1 (0.24%) PL/SQL
Qualifications
1 150 (36.67%) Degree
2 52 (12.71%) PhD
3 6 (1.47%) Postgraduate
4 3 (0.73%) MBA
5 1 (0.24%) ITIL Foundation Certificate
5 1 (0.24%) SC Cleared
5 1 (0.24%) Security Cleared
Quality Assurance & Compliance
1 31 (7.58%) Data Quality
2 16 (3.91%) IFRS
2 16 (3.91%) IFRS 9
3 7 (1.71%) QA
4 2 (0.49%) Actionable Recommendations
4 2 (0.49%) IAS 39
5 1 (0.24%) SLA
System Software
1 9 (2.20%) Apache Flume
2 2 (0.49%) HDFS
3 1 (0.24%) GPFS
Systems Management
1 6 (1.47%) Opscode Chef
2 2 (0.49%) Tivoli
3 1 (0.24%) Systems Management Server (SMS)
Vendors
1 128 (31.30%) Tableau
2 45 (11.00%) Google
2 45 (11.00%) Microsoft
3 35 (8.56%) SAP
4 28 (6.85%) Oracle
5 17 (4.16%) Teradata
6 15 (3.67%) Adobe
6 15 (3.67%) Cognos
7 13 (3.18%) Netezza
8 10 (2.44%) IBM
9 6 (1.47%) MicroStrategy
9 6 (1.47%) Talend
10 5 (1.22%) Actimize
10 5 (1.22%) Alteryx
10 5 (1.22%) Informatica
10 5 (1.22%) Lavastorm
10 5 (1.22%) Norkom
11 4 (0.98%) Hitachi
11 4 (0.98%) Mapinfo
11 4 (0.98%) Minitab
Chester, Cheshire
Modis
Posted: 8 hours ago
Chester, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £25000.00 per annum
Posted: 2 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
set2recruit
Salary: Up to £45,000 per annum
Posted: 4 days ago
South West London
set2recruit
Salary: Up to £45,000 per annum
Posted: 2 days ago
Andover, Hampshire
Experis Engineering
Salary: benefits
Posted: 3 days ago
East London
Lorien Resourcing
Salary: £55000 - £80000 per annum + Car Allow + Bonus + Benefits
Posted: 4 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £42000 per annum + Benefits
Posted: 5 days ago
East London
Lorien Resourcing
Salary: £70000 - £100000 per annum + Car Allow + Bonus + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 5 days ago
East London
Lorien Resourcing
Salary: £32000 - £50000 per annum + Bonus + Benefits
Posted: 5 days ago
South West London
Venturi
Salary: £40000.00 - £50000.00 per annum + Plus Generous Benefits
Posted: 4 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 3 days ago
London
Churchill Frank
Salary: £35000 per annum
Posted: 5 days ago
East London
Mane Contract Services Limited
Salary: £35000 - £45000 per annum + Beneifts
Posted: 5 days ago
Andover, Hampshire
Experis Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 6 days ago
Winchester, Hampshire
Oxbridge Answers
Salary: 45000 + Bonus, Car
Posted: 5 days ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 6 days ago
City of London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum
Posted: 12 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 11 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 11 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
West Midlands
Nigel Frank International
Salary: £42000 - £48000 per annum + Pension scheme, car allowance
Posted: 6 days ago
London
Mercator IT Solutions
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 18 days ago
Leeds
Venturi
Salary: £30000.00 - £50000.00 per annum + Benefits
Posted: 17 days ago
Alfreton, Derbyshire
Slimming World
Salary: Salary starting from £25,000 per annum dependent on experience
Posted: 25 days ago
Chester
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 17 days ago