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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
SPSS
Rank 697 565 636
Rank change year-on-year
-132 +71
Permanent jobs citing SPSS 202 399 345
As % of all permanent IT jobs located in England 0.22% 0.39% 0.32%
As % of the Applications category 1.71% 2.70% 2.07%
Number of salaries quoted 153 276 270
Median salary £50,000 £50,000 £51,500
Median salary % change year-on-year
- -2.91%
90% offered a salary of more than £35,300 £32,500 £33,450
10% offered a salary of more than £76,000 £75,000 £80,000
UK excluding London median salary £50,000 £47,500 £45,000
% change year-on-year
+5.26% +5.55%
SPSS
UK

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
11829 14801 16700
As % of all permanent IT jobs located in England 12.89% 14.40% 15.34%
Number of salaries quoted 9817 12106 13517
Median salary £38,000 £39,000 £37,500
Median salary % change year-on-year
-2.56% +4.00%
90% offered a salary of more than £22,500 £23,000 £22,500
10% offered a salary of more than £64,000 £60,000 £60,000
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 27 July 2016.

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 27 July 2016. 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
(Click see detailed
statistics and trends)
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 -103 131 £52,500 +5.00% 11
South West +38 27 £50,000 +33.33% 2
South East -30 15 £38,000 -24.00% 2
North West +5 9 £45,000 +2.27% 2
East of England +34 8 £55,000 +33.33% 3
Yorkshire +20 5 £40,000 +75.82% 2
West Midlands -10 5 £40,000 -
East Midlands +2 2 £30,000 -40.88%
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 27 July 2016, 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.

1 333 (71.77%) SAS
2 329 (70.91%) Analytics
3 283 (60.99%) Analytical Skills
4 261 (56.25%) SQL
5 204 (43.97%) R
6 198 (42.67%) Degree
7 168 (36.21%) Python
8 145 (31.25%) Business Intelligence
9 142 (30.60%) Data Analytics
10 135 (29.09%) Marketing
11 133 (28.66%) Finance
12 124 (26.72%) Statistics
13 117 (25.22%) Visualisation
14 108 (23.28%) Big Data
15 104 (22.41%) Tableau
16 102 (21.98%) Java
17 101 (21.77%) Data Mining
17 101 (21.77%) Data Visualisation
18 91 (19.61%) Mathematics
19 89 (19.18%) SQL Server
20 82 (17.67%) Hadoop
21 81 (17.46%) Computer Science
22 79 (17.03%) Data Analysis
23 73 (15.73%) SQL Server Reporting Services
24 69 (14.87%) Machine Learning
25 65 (14.01%) BusinessObjects
26 64 (13.79%) Data Modelling
27 61 (13.15%) Google
27 61 (13.15%) SQL Server Integration Services
28 60 (12.93%) MATLAB

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
1 333 (71.77%) SAS
2 37 (7.97%) Apache Spark
3 26 (5.60%) Apache Pig
4 11 (2.37%) SharePoint
5 6 (1.29%) Apache
6 5 (1.08%) ArcGIS
7 3 (0.65%) Elasticsearch
8 1 (0.22%) Adobe Experience Manager
8 1 (0.22%) Skype for Business
Applications
1 49 (10.56%) MS Excel
2 23 (4.96%) MS PowerPoint
3 13 (2.80%) MS Office
3 13 (2.80%) Stata
4 4 (0.86%) Spreadsheet
4 4 (0.86%) Weka
5 3 (0.65%) EViews
6 2 (0.43%) Gephi
6 2 (0.43%) MS Visio
7 1 (0.22%) InVision
7 1 (0.22%) OmniGraffle
7 1 (0.22%) Photoshop
7 1 (0.22%) S-PLUS
Business Applications
1 18 (3.88%) FastStats
2 4 (0.86%) WebTrends
3 3 (0.65%) Eloqua
3 3 (0.65%) SAP Oil and Gas
4 2 (0.43%) SAP InfiniteInsight
4 2 (0.43%) Unica
5 1 (0.22%) Aareon QL
5 1 (0.22%) Academy Housing
5 1 (0.22%) Adobe Campaign
5 1 (0.22%) Cognos TM1
5 1 (0.22%) FastStats PeopleStage
5 1 (0.22%) MIS ActiveH
5 1 (0.22%) Northgate Housing
5 1 (0.22%) OPENHousing
5 1 (0.22%) Orchard Housing
5 1 (0.22%) SAP MDM
Cloud Services
1 53 (11.42%) Google Analytics
2 26 (5.60%) Adobe Analytics
3 15 (3.23%) Google Tag Manager
4 8 (1.72%) Amazon AWS
5 6 (1.29%) Amazon EMR
5 6 (1.29%) Cloud Computing
6 5 (1.08%) Amazon EC2
7 1 (0.22%) SaaS
7 1 (0.22%) Silverpop
7 1 (0.22%) SmartFocus
Communications & Networking
1 3 (0.65%) Internet
1 3 (0.65%) SMS
2 1 (0.22%) Broadband
Database & Business Intelligence
1 108 (23.28%) Big Data
2 101 (21.77%) Data Mining
3 89 (19.18%) SQL Server
4 82 (17.67%) Hadoop
5 73 (15.73%) SQL Server Reporting Services
6 65 (14.01%) BusinessObjects
7 61 (13.15%) SQL Server Integration Services
8 48 (10.34%) QlikView
9 38 (8.19%) Data Warehouse
10 35 (7.54%) GIS
11 33 (7.11%) Relational Database
12 27 (5.82%) Apache Hive
13 23 (4.96%) NoSQL
14 21 (4.53%) Spotfire
15 15 (3.23%) SQL Server Analysis Services
16 14 (3.02%) MongoDB
17 12 (2.59%) KNIME
18 11 (2.37%) Apache Cassandra
19 10 (2.16%) MS Access
19 10 (2.16%) MySQL
Development Applications
1 12 (2.59%) Team Foundation Server
2 8 (1.72%) Visual Studio
3 5 (1.08%) ERwin
4 2 (0.43%) Talend Open Studio
5 1 (0.22%) Axure RP
5 1 (0.22%) Balsamiq Mockups
5 1 (0.22%) Oracle APEX
5 1 (0.22%) SQL Server Management Studio (SSMS)
5 1 (0.22%) Toad
General
1 135 (29.09%) Marketing
2 133 (28.66%) Finance
3 37 (7.97%) Retail
4 30 (6.47%) Banking
5 11 (2.37%) Telecoms
6 9 (1.94%) French Language
6 9 (1.94%) Games
7 7 (1.51%) Legal
7 7 (1.51%) Pharmaceutical
8 5 (1.08%) Advertising
9 4 (0.86%) German Language
9 4 (0.86%) Publishing
9 4 (0.86%) Retail Banking
9 4 (0.86%) Spanish Language
10 3 (0.65%) Electronics
10 3 (0.65%) Manufacturing
11 2 (0.43%) Automotive
11 2 (0.43%) General Ledger
12 1 (0.22%) Billing
12 1 (0.22%) Law
Job Titles
1 173 (37.28%) Analyst
2 92 (19.83%) Data Scientist
3 66 (14.22%) Analytics Manager
4 59 (12.72%) Data Analyst
5 54 (11.64%) Senior Manager
6 53 (11.42%) Data Manager
7 49 (10.56%) Insight Analyst
8 48 (10.34%) Senior Analytics Manager
9 45 (9.70%) Senior Analyst
10 38 (8.19%) Data Analytics Manager
11 36 (7.76%) Consultant
12 29 (6.25%) Senior Data Scientist
13 27 (5.82%) Senior Technical Manager
13 27 (5.82%) Technical Manager
14 26 (5.60%) SAS Analyst
15 24 (5.17%) Analytics Consultant
16 23 (4.96%) Fraud Manager
17 21 (4.53%) Developer
17 21 (4.53%) Marketing Analyst
18 20 (4.31%) SQL Analyst
Libraries, Frameworks & Software Standards
1 32 (6.90%) .NET
2 19 (4.09%) HTML
3 18 (3.88%) Flash
4 9 (1.94%) NumPy
4 9 (1.94%) Pandas
4 9 (1.94%) SciPy
5 8 (1.72%) D3.js
6 7 (1.51%) scikit-learn
6 7 (1.51%) Web Services
7 5 (1.08%) jQuery
8 4 (0.86%) Matplotlib
9 2 (0.43%) CSS
9 2 (0.43%) Middleware
9 2 (0.43%) Natural Language Processing
10 1 (0.22%) AngularJS
10 1 (0.22%) Apache Flex
10 1 (0.22%) COM
10 1 (0.22%) REST
Miscellaneous
1 283 (60.99%) Analytical Skills
2 124 (26.72%) Statistics
3 117 (25.22%) Visualisation
4 91 (19.61%) Mathematics
5 81 (17.46%) Computer Science
6 33 (7.11%) User Experience
7 27 (5.82%) Credit Risk
7 27 (5.82%) Economics
8 24 (5.17%) Management Information System
9 20 (4.31%) Physics
10 18 (3.88%) Psychology
11 16 (3.45%) Algorithms
12 10 (2.16%) Social Media
13 9 (1.94%) iPad
14 8 (1.72%) Artificial Intelligence
15 7 (1.51%) Freedom of Information
16 6 (1.29%) Data Structures
16 6 (1.29%) Mobile App
16 6 (1.29%) Neural Network
16 6 (1.29%) Smart Meter
Operating Systems
1 12 (2.59%) Linux
2 8 (1.72%) Unix
Processes & Methodologies
1 329 (70.91%) Analytics
2 145 (31.25%) Business Intelligence
3 142 (30.60%) Data Analytics
4 101 (21.77%) Data Visualisation
5 79 (17.03%) Data Analysis
6 69 (14.87%) Machine Learning
7 64 (13.79%) Data Modelling
8 57 (12.28%) Stakeholder Management
9 56 (12.07%) ETL
10 55 (11.85%) Statistical Modelling
11 52 (11.21%) Project Management
12 51 (10.99%) Predictive Modelling
13 44 (9.48%) Statistical Analysis
14 36 (7.76%) Customer Insight
14 36 (7.76%) Programme Management
15 35 (7.54%) Anti-Money Laundering
16 33 (7.11%) CRM
17 32 (6.90%) Resource Management
18 30 (6.47%) Campaign Analysis
19 28 (6.03%) Information Management
Programming Languages
1 261 (56.25%) SQL
2 204 (43.97%) R
3 168 (36.21%) Python
4 102 (21.98%) Java
5 60 (12.93%) MATLAB
6 37 (7.97%) C#
6 37 (7.97%) C++
7 35 (7.54%) T-SQL
8 34 (7.33%) VBA
9 31 (6.68%) VB.NET
10 24 (5.17%) Scala
11 23 (4.96%) JavaScript
12 19 (4.09%) Perl
13 10 (2.16%) PHP
14 7 (1.51%) Cython
15 6 (1.29%) SAS Macro
16 5 (1.08%) Bash Shell
16 5 (1.08%) PL/SQL
17 3 (0.65%) C
17 3 (0.65%) VB
Qualifications
1 198 (42.67%) Degree
2 52 (11.21%) PhD
3 9 (1.94%) Security Cleared
4 7 (1.51%) SC Cleared
5 6 (1.29%) CITP
6 4 (0.86%) BPSS Clearance
7 3 (0.65%) PMI Certification
8 2 (0.43%) CIMA
9 1 (0.22%) MBA
9 1 (0.22%) Postgraduate
Quality Assurance & Compliance
1 25 (5.39%) Data Quality
2 9 (1.94%) QA
3 6 (1.29%) CRD IV
3 6 (1.29%) EMIR
3 6 (1.29%) MiFID
4 5 (1.08%) SLA
5 4 (0.86%) ISO 9001
5 4 (0.86%) TickIT
6 2 (0.43%) Solvency II
7 1 (0.22%) Actionable Recommendations
7 1 (0.22%) Basel II
7 1 (0.22%) SNOMED CT
System Software
1 6 (1.29%) Apache Flume
1 6 (1.29%) GPFS
2 2 (0.43%) HDFS
Systems Management
1 6 (1.29%) Opscode Chef
2 5 (1.08%) Tivoli
2 5 (1.08%) Tivoli Storage Manager
3 2 (0.43%) Cisco IPCC
Vendors
1 104 (22.41%) Tableau
2 61 (13.15%) Google
3 54 (11.64%) Oracle
4 46 (9.91%) SAP
5 43 (9.27%) Microsoft
6 30 (6.47%) Adobe
7 24 (5.17%) IBM
8 20 (4.31%) Cognos
9 18 (3.88%) PayPal
10 14 (3.02%) MicroStrategy
11 12 (2.59%) RapidMiner
12 11 (2.37%) Alteryx
13 7 (1.51%) Sybase
14 6 (1.29%) Informatica
15 5 (1.08%) Intel
15 5 (1.08%) Minitab
15 5 (1.08%) Netezza
16 4 (0.86%) Hitachi
16 4 (0.86%) Omniture
16 4 (0.86%) Salesforce.com
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onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 11 hours ago
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set2recruit
Salary: Competitive salary based on experience.
Posted: Yesterday
London
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Salary: £40000.00 - £60000.00 per annum + benefits
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HAYS INFORMATION TECHNOLOGY
Salary: £45000.00 - £50000.00 per annum
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London
Experis Ltd
Salary: £27000.00 - £31500.00 per annum
Posted: 2 days ago
Swindon, Wiltshire
Rullion IT Plus
Salary: £40000 - £60000 per annum + Bonus&Bens
Posted: Yesterday
Feltham, Middlesex
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Salary: £25000.00 per annum + plus bonus and benefits
Posted: 2 days ago
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 2 days ago
London
Integrity IT Solutions
Salary: From £100,000 to £100,000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 5 days ago
London
Storm Global Analytics
Salary: Unspecified
Posted: 6 days ago
Stockport, Cheshire
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Salary: £40000 - £45000 per annum + benefits
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North London
Understanding Recruitment
Salary: £35000.00 - £40000.00 per annum + Execllent Benefits
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Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £Highly Competitive
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London
CPS Group UK
Salary: £25000 - £35000 per annum + penison, benefits
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Cambridgeshire
Montash Associates
Salary: £55000 per annum + Flexible Benefits
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Leeds
Capita plc
Salary: £30000 - £34000 per annum + Benefits
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Manchester
Hays Specialist Recruitment Ltd
Salary: £55000.00 - £65000.00 per annum + Benefits
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Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
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Rotherham
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Salary: £30000 - £34000 per annum + Benefits
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London
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