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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
SPSS
Rank 503 382 418
Rank change year-on-year
-121 +36
Permanent jobs citing SPSS 142 305 310
As % of all permanent IT jobs located in London 0.35% 0.69% 0.63%
As % of the Applications category 2.90% 5.22% 4.39%
Number of salaries quoted 113 210 251
Median salary £51,250 £50,000 £50,000
Median salary % change year-on-year
+2.50% -
90% offered a salary of more than £32,500 £35,000 £34,600
10% offered a salary of more than £88,500 £90,000 £80,000
UK excluding London median salary £50,000 £44,500 £41,500
% change year-on-year
+12.35% +7.22%
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
4895 5846 7063
As % of all permanent IT jobs located in London 12.23% 13.23% 14.30%
Number of salaries quoted 4165 4868 5832
Median salary £44,500 £45,000 £42,500
Median salary % change year-on-year
-1.11% +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 28 June 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 28 June 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 +22 8 £50,000 +8.69% 4
Wimbledon - 3 £47,500 -
Osterley - 2 £55,000 -
Bromley - 1 - -
Isleworth - 1 £55,000 -
Docklands, London - 1 £90,000 -
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 28 June 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.

1 245 (72.92%) SAS
2 242 (72.02%) Analytics
3 196 (58.33%) SQL
4 195 (58.04%) Analytical Skills
5 159 (47.32%) R
6 135 (40.18%) Degree
7 121 (36.01%) Python
8 114 (33.93%) Business Intelligence
9 109 (32.44%) Data Analytics
10 102 (30.36%) Marketing
11 97 (28.87%) Finance
12 94 (27.98%) Statistics
12 94 (27.98%) Tableau
13 89 (26.49%) Visualisation
14 77 (22.92%) Big Data
15 72 (21.43%) Data Visualisation
16 68 (20.24%) SQL Server Reporting Services
17 66 (19.64%) Data Analysis
17 66 (19.64%) Data Mining
18 63 (18.75%) SQL Server
19 62 (18.45%) Mathematics
20 60 (17.86%) Java
21 56 (16.67%) Hadoop
21 56 (16.67%) SQL Server Integration Services
22 55 (16.37%) BusinessObjects
22 55 (16.37%) Project Management
23 54 (16.07%) Google
24 53 (15.77%) Computer Science
24 53 (15.77%) Statistical Modelling
25 51 (15.18%) 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
1 245 (72.92%) SAS
2 18 (5.36%) Apache Spark
3 11 (3.27%) SharePoint
4 6 (1.79%) Apache Pig
5 3 (0.89%) Apache
5 3 (0.89%) ArcGIS
5 3 (0.89%) Elasticsearch
6 2 (0.60%) Adobe Experience Manager
Applications
1 33 (9.82%) MS Excel
2 11 (3.27%) MS Office
3 7 (2.08%) MS PowerPoint
4 6 (1.79%) Stata
5 4 (1.19%) EViews
5 4 (1.19%) Weka
6 2 (0.60%) Gephi
6 2 (0.60%) MS Visio
7 1 (0.30%) OmniGraffle
7 1 (0.30%) Photoshop
7 1 (0.30%) S-PLUS
7 1 (0.30%) Spreadsheet
Business Applications
1 8 (2.38%) FastStats
2 4 (1.19%) WebTrends
3 3 (0.89%) Eloqua
3 3 (0.89%) SAP InfiniteInsight
3 3 (0.89%) Unica
4 2 (0.60%) Adobe Campaign
4 2 (0.60%) FastStats PeopleStage
5 1 (0.30%) Aareon QL
5 1 (0.30%) Academy Housing
5 1 (0.30%) MIS ActiveH
5 1 (0.30%) Northgate Housing
5 1 (0.30%) OPENHousing
5 1 (0.30%) Orchard Housing
Cloud Services
1 49 (14.58%) Google Analytics
2 25 (7.44%) Adobe Analytics
3 15 (4.46%) Google Tag Manager
4 4 (1.19%) Amazon AWS
5 3 (0.89%) Amazon EMR
5 3 (0.89%) Cloud Computing
6 2 (0.60%) Amazon EC2
6 2 (0.60%) Silverpop
7 1 (0.30%) SaaS
Communications & Networking
1 2 (0.60%) Internet
2 1 (0.30%) Broadband
Database & Business Intelligence
1 77 (22.92%) Big Data
2 68 (20.24%) SQL Server Reporting Services
3 66 (19.64%) Data Mining
4 63 (18.75%) SQL Server
5 56 (16.67%) Hadoop
5 56 (16.67%) SQL Server Integration Services
6 55 (16.37%) BusinessObjects
7 42 (12.50%) Data Warehouse
8 40 (11.90%) QlikView
9 31 (9.23%) GIS
10 24 (7.14%) Relational Database
11 16 (4.76%) NoSQL
12 14 (4.17%) SQL Server Analysis Services
13 11 (3.27%) KNIME
13 11 (3.27%) MongoDB
14 10 (2.98%) Spotfire
15 8 (2.38%) Apache Cassandra
15 8 (2.38%) Base SAS
16 7 (2.08%) Apache Hive
16 7 (2.08%) Power BI
Development Applications
1 12 (3.57%) Team Foundation Server
2 8 (2.38%) Visual Studio
3 1 (0.30%) Axure RP
3 1 (0.30%) Balsamiq Mockups
3 1 (0.30%) SQL Server Management Studio (SSMS)
3 1 (0.30%) Talend Open Studio
3 1 (0.30%) Toad
General
1 102 (30.36%) Marketing
2 97 (28.87%) Finance
3 23 (6.85%) Retail
4 16 (4.76%) Banking
5 10 (2.98%) Games
6 7 (2.08%) Legal
7 6 (1.79%) Advertising
7 6 (1.79%) Telecoms
8 5 (1.49%) General Ledger
9 3 (0.89%) French Language
9 3 (0.89%) German Language
9 3 (0.89%) Pharmaceutical
9 3 (0.89%) Spanish Language
10 2 (0.60%) Retail Banking
11 1 (0.30%) Billing
11 1 (0.30%) Law
Job Titles
1 124 (36.90%) Analyst
2 59 (17.56%) Data Scientist
3 51 (15.18%) Analytics Manager
4 49 (14.58%) Data Analyst
5 45 (13.39%) Senior Manager
6 42 (12.50%) Insight Analyst
6 42 (12.50%) Senior Analytics Manager
7 38 (11.31%) Senior Analyst
8 36 (10.71%) Data Manager
9 31 (9.23%) SAS Analyst
10 29 (8.63%) Data Analytics Manager
11 27 (8.04%) Senior Technical Manager
11 27 (8.04%) Technical Manager
12 25 (7.44%) Consultant
13 23 (6.85%) Senior Data Scientist
13 23 (6.85%) SPSS Analyst
14 20 (5.95%) Fraud Manager
15 18 (5.36%) Developer
16 17 (5.06%) Web Analyst
16 17 (5.06%) Web Manager
Libraries, Frameworks & Software Standards
1 29 (8.63%) .NET
2 19 (5.65%) HTML
3 17 (5.06%) Flash
4 9 (2.68%) NumPy
4 9 (2.68%) Pandas
4 9 (2.68%) SciPy
5 7 (2.08%) scikit-learn
6 6 (1.79%) D3.js
7 4 (1.19%) Matplotlib
8 3 (0.89%) jQuery
8 3 (0.89%) Web Services
9 2 (0.60%) CSS
10 1 (0.30%) AngularJS
10 1 (0.30%) COM
10 1 (0.30%) Natural Language Processing
Miscellaneous
1 195 (58.04%) Analytical Skills
2 94 (27.98%) Statistics
3 89 (26.49%) Visualisation
4 62 (18.45%) Mathematics
5 53 (15.77%) Computer Science
6 27 (8.04%) User Experience
7 24 (7.14%) Economics
8 19 (5.65%) Management Information System
9 17 (5.06%) Psychology
10 14 (4.17%) Credit Risk
11 12 (3.57%) Physics
12 9 (2.68%) Algorithms
12 9 (2.68%) Social Media
13 7 (2.08%) Artificial Intelligence
14 6 (1.79%) Data Structures
14 6 (1.79%) iPad
15 5 (1.49%) Data Integration
16 4 (1.19%) Applied Mathematics
17 3 (0.89%) Freedom of Information
17 3 (0.89%) Neural Network
Operating Systems
1 4 (1.19%) Linux
2 2 (0.60%) Unix
Processes & Methodologies
1 242 (72.02%) Analytics
2 114 (33.93%) Business Intelligence
3 109 (32.44%) Data Analytics
4 72 (21.43%) Data Visualisation
5 66 (19.64%) Data Analysis
6 55 (16.37%) Project Management
7 53 (15.77%) Statistical Modelling
8 51 (15.18%) ETL
9 48 (14.29%) Stakeholder Management
10 43 (12.80%) Machine Learning
11 38 (11.31%) Data Modelling
12 36 (10.71%) Statistical Analysis
13 33 (9.82%) Anti-Money Laundering
13 33 (9.82%) Predictive Modelling
14 31 (9.23%) Customer Insight
15 29 (8.63%) Programme Management
16 28 (8.33%) Information Management
16 28 (8.33%) Resource Management
17 26 (7.74%) CRM
18 25 (7.44%) Mentoring
Programming Languages
1 196 (58.33%) SQL
2 159 (47.32%) R
3 121 (36.01%) Python
4 60 (17.86%) Java
5 32 (9.52%) C#
6 31 (9.23%) T-SQL
7 30 (8.93%) MATLAB
8 29 (8.63%) VBA
9 28 (8.33%) VB.NET
10 21 (6.25%) JavaScript
11 11 (3.27%) C++
12 9 (2.68%) Perl
13 7 (2.08%) Cython
14 6 (1.79%) PHP
14 6 (1.79%) PL/SQL
15 5 (1.49%) Scala
16 4 (1.19%) SAS Macro
17 2 (0.60%) C
17 2 (0.60%) VB
18 1 (0.30%) Shell Script
Qualifications
1 135 (40.18%) Degree
2 26 (7.74%) PhD
3 4 (1.19%) BPSS Clearance
4 3 (0.89%) Postgraduate
4 3 (0.89%) Security Cleared
5 2 (0.60%) CIMA
6 1 (0.30%) MBA
6 1 (0.30%) SC Cleared
Quality Assurance & Compliance
1 26 (7.74%) Data Quality
2 7 (2.08%) QA
3 5 (1.49%) CRD IV
3 5 (1.49%) EMIR
3 5 (1.49%) MiFID
3 5 (1.49%) Solvency II
4 4 (1.19%) SLA
System Software
1 3 (0.89%) Apache Flume
2 2 (0.60%) HDFS
3 1 (0.30%) GPFS
Systems Management
1 3 (0.89%) Opscode Chef
2 2 (0.60%) Cisco IPCC
Vendors
1 94 (27.98%) Tableau
2 54 (16.07%) Google
3 42 (12.50%) Microsoft
4 37 (11.01%) SAP
5 35 (10.42%) Oracle
6 30 (8.93%) Adobe
7 21 (6.25%) Cognos
8 17 (5.06%) IBM
8 17 (5.06%) PayPal
9 14 (4.17%) MicroStrategy
10 11 (3.27%) RapidMiner
11 8 (2.38%) Alteryx
11 8 (2.38%) Netezza
12 6 (1.79%) Teradata
13 5 (1.49%) Salesforce.com
13 5 (1.49%) Sybase
14 4 (1.19%) Omniture
15 3 (0.89%) Capita
15 3 (0.89%) Greenplum
15 3 (0.89%) Salesforce Marketing Cloud
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