The table below looks at the statistics for SPSS skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited SPSS over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
SPSS
Rank 492 407 431
Rank change year-on-year
-85 +24
Permanent jobs citing SPSS 131 289 269
As % of all permanent IT jobs located in London 0.33% 0.65% 0.56%
As % of the Applications category 2.79% 4.91% 3.95%
Number of salaries quoted 102 204 220
Median salary £52,500 £50,000 £51,500
Median salary % change year-on-year
+5.00% -2.91%
90% offered a salary of more than £36,200 £33,650 £34,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £50,000 £49,000 £45,000
% change year-on-year
+2.04% +8.88%
SPSS
England

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

Applications Category
London
Permanent IT job ads with a match in the
Applications category
4691 5888 6818
As % of all permanent IT jobs located in London 11.92% 13.26% 14.09%
Number of salaries quoted 4007 4897 5567
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £26,000 £26,000 £26,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £35,000 £35,000 £35,000

SPSS
Jobs Demand Trend in London

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

SPSS Jobs Demand Trend in London

SPSS
Salary Trend in London

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

SPSS Salary Trend in London

SPSS
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing SPSS across the London region over the 3 months to 29 July 2016.

SPSS Salary Histogram in London

SPSS
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the London region over the 3 months to 29 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
City of London +12 10 £50,000 +17.64% 5
Wimbledon - 3 £47,500 -
Osterley - 2 £55,000 -
Bromley - 1 - -
Isleworth - 1 £55,000 -
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 29 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 London region with a requirement for SPSS.

1 230 (75.16%) Analytics
2 214 (69.93%) SAS
3 182 (59.48%) SQL
4 176 (57.52%) Analytical Skills
5 151 (49.35%) R
6 132 (43.14%) Degree
7 123 (40.20%) Python
8 108 (35.29%) Business Intelligence
9 95 (31.05%) Data Analytics
10 89 (29.08%) Visualisation
11 88 (28.76%) Finance
12 87 (28.43%) Tableau
13 85 (27.78%) Big Data
13 85 (27.78%) Marketing
14 81 (26.47%) Statistics
15 73 (23.86%) Data Visualisation
16 66 (21.57%) SQL Server Reporting Services
17 65 (21.24%) Java
18 64 (20.92%) SQL Server
18 64 (20.92%) Data Mining
19 61 (19.93%) Mathematics
20 60 (19.61%) Computer Science
20 60 (19.61%) Hadoop
21 57 (18.63%) Data Analysis
22 56 (18.30%) Google
23 53 (17.32%) SQL Server Integration Services
24 50 (16.34%) Google Analytics
24 50 (16.34%) BusinessObjects
24 50 (16.34%) Machine Learning
25 49 (16.01%) ETL

SPSS
Top Related IT Skills in London 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
1 214 (69.93%) SAS
2 19 (6.21%) Apache Spark
3 10 (3.27%) SharePoint
4 9 (2.94%) Apache Pig
5 6 (1.96%) Apache
6 5 (1.63%) ArcGIS
7 3 (0.98%) Elasticsearch
Applications
1 34 (11.11%) MS Excel
2 11 (3.59%) MS Office
3 10 (3.27%) MS PowerPoint
4 8 (2.61%) Stata
5 4 (1.31%) Weka
6 3 (0.98%) EViews
7 2 (0.65%) Gephi
7 2 (0.65%) MS Visio
7 2 (0.65%) Spreadsheet
8 1 (0.33%) InVision
8 1 (0.33%) OmniGraffle
8 1 (0.33%) Photoshop
8 1 (0.33%) S-PLUS
Business Applications
1 5 (1.63%) FastStats
2 4 (1.31%) WebTrends
3 3 (0.98%) Eloqua
4 2 (0.65%) SAP InfiniteInsight
5 1 (0.33%) Aareon QL
5 1 (0.33%) Academy Housing
5 1 (0.33%) Cognos TM1
5 1 (0.33%) MIS ActiveH
5 1 (0.33%) Northgate Housing
5 1 (0.33%) OPENHousing
5 1 (0.33%) Orchard Housing
5 1 (0.33%) Unica
Cloud Services
1 50 (16.34%) Google Analytics
2 25 (8.17%) Adobe Analytics
3 15 (4.90%) Google Tag Manager
4 7 (2.29%) Amazon AWS
5 6 (1.96%) Amazon EMR
5 6 (1.96%) Cloud Computing
6 5 (1.63%) Amazon EC2
7 1 (0.33%) SaaS
Communications & Networking
1 2 (0.65%) Internet
2 1 (0.33%) Broadband
Database & Business Intelligence
1 85 (27.78%) Big Data
2 66 (21.57%) SQL Server Reporting Services
3 64 (20.92%) Data Mining
3 64 (20.92%) SQL Server
4 60 (19.61%) Hadoop
5 53 (17.32%) SQL Server Integration Services
6 50 (16.34%) BusinessObjects
7 37 (12.09%) QlikView
8 36 (11.76%) Data Warehouse
9 32 (10.46%) GIS
10 24 (7.84%) Relational Database
11 18 (5.88%) NoSQL
12 13 (4.25%) MongoDB
12 13 (4.25%) SQL Server Analysis Services
13 12 (3.92%) KNIME
14 10 (3.27%) Apache Cassandra
14 10 (3.27%) Apache Hive
14 10 (3.27%) HBase
14 10 (3.27%) Spotfire
15 9 (2.94%) RDBMS
Development Applications
1 11 (3.59%) Team Foundation Server
2 7 (2.29%) Visual Studio
3 1 (0.33%) Axure RP
3 1 (0.33%) Balsamiq Mockups
3 1 (0.33%) SQL Server Management Studio (SSMS)
3 1 (0.33%) Talend Open Studio
3 1 (0.33%) Toad
General
1 88 (28.76%) Finance
2 85 (27.78%) Marketing
3 23 (7.52%) Retail
4 11 (3.59%) Banking
5 7 (2.29%) Legal
6 6 (1.96%) Games
6 6 (1.96%) Telecoms
7 5 (1.63%) Advertising
8 4 (1.31%) French Language
8 4 (1.31%) Pharmaceutical
9 3 (0.98%) German Language
9 3 (0.98%) Spanish Language
10 2 (0.65%) General Ledger
10 2 (0.65%) Retail Banking
11 1 (0.33%) Billing
11 1 (0.33%) Law
Job Titles
1 105 (34.31%) Analyst
2 62 (20.26%) Data Scientist
3 49 (16.01%) Analytics Manager
4 43 (14.05%) Senior Manager
5 39 (12.75%) Senior Analytics Manager
6 37 (12.09%) Data Manager
7 36 (11.76%) Data Analyst
7 36 (11.76%) Insight Analyst
8 33 (10.78%) Senior Analyst
9 27 (8.82%) Data Analytics Manager
10 24 (7.84%) Senior Technical Manager
10 24 (7.84%) Technical Manager
11 23 (7.52%) Senior Data Scientist
12 22 (7.19%) Consultant
13 21 (6.86%) Fraud Manager
13 21 (6.86%) SAS Analyst
14 19 (6.21%) Developer
15 17 (5.56%) User Researcher
15 17 (5.56%) Web Analyst
15 17 (5.56%) Web Manager
Libraries, Frameworks & Software Standards
1 28 (9.15%) .NET
2 17 (5.56%) Flash
2 17 (5.56%) HTML
3 9 (2.94%) NumPy
3 9 (2.94%) Pandas
3 9 (2.94%) SciPy
4 8 (2.61%) D3.js
5 7 (2.29%) scikit-learn
6 6 (1.96%) Web Services
7 5 (1.63%) jQuery
8 4 (1.31%) Matplotlib
9 1 (0.33%) AngularJS
9 1 (0.33%) COM
9 1 (0.33%) Natural Language Processing
Miscellaneous
1 176 (57.52%) Analytical Skills
2 89 (29.08%) Visualisation
3 81 (26.47%) Statistics
4 61 (19.93%) Mathematics
5 60 (19.61%) Computer Science
6 29 (9.48%) User Experience
7 20 (6.54%) Economics
8 19 (6.21%) Management Information System
9 17 (5.56%) Psychology
10 13 (4.25%) Physics
11 10 (3.27%) Algorithms
11 10 (3.27%) Social Media
12 9 (2.94%) Credit Risk
13 7 (2.29%) Artificial Intelligence
14 6 (1.96%) iPad
15 5 (1.63%) Smartphone
16 4 (1.31%) Applied Mathematics
16 4 (1.31%) Digital Media
17 3 (0.98%) Data Structures
17 3 (0.98%) Neural Network
Operating Systems
1 7 (2.29%) Linux
2 2 (0.65%) Unix
Processes & Methodologies
1 230 (75.16%) Analytics
2 108 (35.29%) Business Intelligence
3 95 (31.05%) Data Analytics
4 73 (23.86%) Data Visualisation
5 57 (18.63%) Data Analysis
6 50 (16.34%) Machine Learning
7 49 (16.01%) ETL
8 47 (15.36%) Project Management
9 43 (14.05%) Stakeholder Management
9 43 (14.05%) Statistical Modelling
10 33 (10.78%) Predictive Modelling
11 32 (10.46%) Customer Insight
12 30 (9.80%) Programme Management
13 29 (9.48%) Resource Management
13 29 (9.48%) Statistical Analysis
14 28 (9.15%) Anti-Money Laundering
15 26 (8.50%) Data Modelling
16 23 (7.52%) Information Management
17 22 (7.19%) CRM
18 19 (6.21%) Change Management
Programming Languages
1 182 (59.48%) SQL
2 151 (49.35%) R
3 123 (40.20%) Python
4 65 (21.24%) Java
5 32 (10.46%) C#
6 29 (9.48%) T-SQL
7 28 (9.15%) MATLAB
7 28 (9.15%) VB.NET
8 23 (7.52%) VBA
9 19 (6.21%) JavaScript
10 12 (3.92%) Perl
11 9 (2.94%) PHP
12 7 (2.29%) C++
12 7 (2.29%) Cython
13 4 (1.31%) SAS Macro
13 4 (1.31%) Scala
14 3 (0.98%) PL/SQL
15 1 (0.33%) C
15 1 (0.33%) Haskell
15 1 (0.33%) Shell Script
Qualifications
1 132 (43.14%) Degree
2 26 (8.50%) PhD
3 4 (1.31%) BPSS Clearance
3 4 (1.31%) Security Cleared
4 2 (0.65%) CIMA
4 2 (0.65%) SC Cleared
5 1 (0.33%) MBA
5 1 (0.33%) Postgraduate
Quality Assurance & Compliance
1 15 (4.90%) Data Quality
2 6 (1.96%) QA
3 5 (1.63%) SLA
4 2 (0.65%) CRD IV
4 2 (0.65%) EMIR
4 2 (0.65%) MiFID
4 2 (0.65%) Solvency II
5 1 (0.33%) Actionable Recommendations
System Software
1 6 (1.96%) Apache Flume
2 2 (0.65%) HDFS
3 1 (0.33%) GPFS
Systems Management
1 6 (1.96%) Opscode Chef
2 2 (0.65%) Cisco IPCC
Vendors
1 87 (28.43%) Tableau
2 56 (18.30%) Google
3 35 (11.44%) Microsoft
4 32 (10.46%) Oracle
4 32 (10.46%) SAP
5 28 (9.15%) Adobe
6 19 (6.21%) Cognos
7 17 (5.56%) PayPal
8 15 (4.90%) IBM
9 13 (4.25%) MicroStrategy
10 12 (3.92%) RapidMiner
11 10 (3.27%) Alteryx
12 7 (2.29%) Sybase
13 6 (1.96%) Netezza
14 4 (1.31%) Greenplum
14 4 (1.31%) Hitachi
14 4 (1.31%) Omniture
14 4 (1.31%) Salesforce.com
14 4 (1.31%) Teradata
15 2 (0.65%) Mapinfo
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