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

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
SPSS
Rank 404 391 374
Rank change year-on-year
-13 -17
Contract jobs citing SPSS 24 40 43
As % of all contract IT jobs located in London 0.11% 0.17% 0.19%
As % of the Applications category 1.12% 1.46% 1.61%
Number of daily rates quoted 21 21 32
Median daily rate £450 £315 £355
Median daily rate % change year-on-year
+42.85% -11.26%
90% offered a daily rate of more than £200 £213 £150
10% offered a daily rate of more than £600 £488 £488
UK excluding London median daily rate £430 £350 £293
% change year-on-year
+22.85% +19.65%
Number of hourly rates quoted 0 2 0
Median hourly rate - £30.00 -
UK excluding London median hourly rate - - -
SPSS
England

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

Applications Category
London
Contract IT job ads with a match in the
Applications category
2146 2733 2670
As % of all contract IT jobs located in London 9.93% 11.70% 11.65%
Number of daily rates quoted 1498 1781 1705
Median daily rate £375 £375 £375
90% offered a daily rate of more than £175 £175 £165
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £325 £325 £313
% change year-on-year
- +4.00%
Number of hourly rates quoted 65 156 176
Median hourly rate £16.75 £17.00 £16.00
Median hourly rate % change year-on-year
-1.47% +6.25%
90% offered a hourly rate of more than £12.50 £11.50 £10.50
10% offered a hourly rate of more than £26.25 £33.90 £30.00
UK excluding London median hourly rate £16.50 £14.50 £15.50
% change year-on-year
+13.79% -6.45%

SPSS
Jobs Demand Trend in London

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

SPSS Jobs Demand Trend in London

SPSS
Daily Rate Trend in London

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

SPSS Daily Rate Trend in London

SPSS
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing SPSS across the London region over the 3 months to 29 June 2016.

SPSS Daily Rate Histogram in London

SPSS
Hourly Rate Trend in London

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

SPSS Hourly Rate Trend in London

SPSS
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SPSS within the London region over the 3 months to 29 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +38 1 £200 -36.50% 4
Romford - 1 £430 -
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 29 June 2016, IT contractor jobs citing SPSS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for SPSS.

1 45 (76.27%) SAS
2 39 (66.10%) SQL
3 32 (54.24%) Big Data
4 31 (52.54%) Analytics
5 30 (50.85%) Hadoop
6 27 (45.76%) R
7 23 (38.98%) Business Intelligence
7 23 (38.98%) Data Analysis
8 22 (37.29%) Java
9 21 (35.59%) HTML
9 21 (35.59%) CSS
10 19 (32.20%) Python
10 19 (32.20%) Data Modelling
10 19 (32.20%) Data Mining
11 17 (28.81%) Oracle
11 17 (28.81%) Apache Hive
12 16 (27.12%) Apache Pig
13 15 (25.42%) Tableau
13 15 (25.42%) QlikView
13 15 (25.42%) IBM
13 15 (25.42%) MATLAB
13 15 (25.42%) Agile Software Development
14 14 (23.73%) Teradata
14 14 (23.73%) Computer Science
15 13 (22.03%) Mathematics
15 13 (22.03%) HBase
15 13 (22.03%) Web Application Development
15 13 (22.03%) Ruby
15 13 (22.03%) Degree
15 13 (22.03%) Informatica

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 45 (76.27%) SAS
2 16 (27.12%) Apache Pig
3 8 (13.56%) ArcGIS
4 4 (6.78%) Apache Spark
5 2 (3.39%) Apache
6 1 (1.69%) Facebook Platform
6 1 (1.69%) IPython
6 1 (1.69%) SharePoint
Applications
1 12 (20.34%) Stata
2 9 (15.25%) MS Excel
3 2 (3.39%) MS PowerPoint
4 1 (1.69%) MS Office
Business Applications
1 2 (3.39%) WebTrends
2 1 (1.69%) Radian6
2 1 (1.69%) SAP Oil and Gas
Cloud Services
1 6 (10.17%) Google Analytics
2 1 (1.69%) Adobe Analytics
2 1 (1.69%) AdWords
2 1 (1.69%) Amazon AWS
2 1 (1.69%) Amazon EMR
2 1 (1.69%) Cloud Computing
2 1 (1.69%) Google Cloud Platform
Communications & Networking
1 8 (13.56%) Remote Desktop
2 2 (3.39%) Internet
3 1 (1.69%) Skype
Database & Business Intelligence
1 32 (54.24%) Big Data
2 30 (50.85%) Hadoop
3 19 (32.20%) Data Mining
4 17 (28.81%) Apache Hive
5 15 (25.42%) QlikView
6 13 (22.03%) HBase
7 12 (20.34%) CouchDB
7 12 (20.34%) MySQL
8 9 (15.25%) SAS Enterprise Guide
8 9 (15.25%) SQL Server
9 8 (13.56%) GIS
10 6 (10.17%) Data Warehouse
10 6 (10.17%) Relational Database
11 5 (8.47%) SQL Server Integration Services
12 3 (5.08%) Power BI
13 2 (3.39%) DB2
13 2 (3.39%) SQL Server Analysis Services
13 2 (3.39%) SQL Server Reporting Services
13 2 (3.39%) Text Mining
14 1 (1.69%) OLAP
Development Applications
1 1 (1.69%) Team Foundation Server
1 1 (1.69%) Visual Studio
General
1 9 (15.25%) Finance
1 9 (15.25%) Marketing
2 6 (10.17%) Retail
3 3 (5.08%) Banking
4 2 (3.39%) Advertising
4 2 (3.39%) Telecoms
5 1 (1.69%) Electronics
5 1 (1.69%) Legal
5 1 (1.69%) Manufacturing
Job Titles
1 21 (35.59%) Analyst
2 12 (20.34%) Big Data Engineer
2 12 (20.34%) Data Engineer
3 7 (11.86%) Data Analyst
4 6 (10.17%) Developer
4 6 (10.17%) SPSS Analyst
5 5 (8.47%) Data Scientist
5 5 (8.47%) Technical Support
6 4 (6.78%) Insight Analyst
6 4 (6.78%) Risk Analyst
7 3 (5.08%) Business Intelligence Developer
7 3 (5.08%) Credit Analyst
7 3 (5.08%) Credit Risk Analyst
7 3 (5.08%) Data Warehouse Developer
7 3 (5.08%) Information Analyst
7 3 (5.08%) Machine Learning Scientist
8 2 (3.39%) Applications Support
8 2 (3.39%) Senior Microsoft Developer
8 2 (3.39%) SPSS Data Analyst
8 2 (3.39%) SQL Analyst
Libraries, Frameworks & Software Standards
1 21 (35.59%) CSS
1 21 (35.59%) HTML
2 12 (20.34%) Ruby on Rails
3 8 (13.56%) HTML5
3 8 (13.56%) jQuery
4 6 (10.17%) .NET
5 2 (3.39%) Natural Language Processing
5 2 (3.39%) NumPy
5 2 (3.39%) Pandas
5 2 (3.39%) scikit-learn
5 2 (3.39%) SciPy
6 1 (1.69%) Backbone.js
6 1 (1.69%) CSS3
6 1 (1.69%) JSON
6 1 (1.69%) Kafka
6 1 (1.69%) MDX
6 1 (1.69%) MLlib
6 1 (1.69%) Oracle GoldenGate
6 1 (1.69%) SAML
6 1 (1.69%) XML
Miscellaneous
1 14 (23.73%) Computer Science
2 13 (22.03%) Mathematics
3 12 (20.34%) Performance Metrics
4 11 (18.64%) Analytical Skills
4 11 (18.64%) Statistics
5 4 (6.78%) Algorithms
5 4 (6.78%) Credit Risk
5 4 (6.78%) Economics
6 3 (5.08%) Data Extraction
6 3 (5.08%) Data Structures
6 3 (5.08%) Visualisation
7 2 (3.39%) Artificial Intelligence
7 2 (3.39%) Management Information System
8 1 (1.69%) Freedom of Information
8 1 (1.69%) Neural Network
8 1 (1.69%) Ontologies
8 1 (1.69%) Physics
8 1 (1.69%) Psychology
8 1 (1.69%) Replication
8 1 (1.69%) Social Media
Operating Systems
1 13 (22.03%) Unix
2 11 (18.64%) Linux
3 9 (15.25%) Red Hat Enterprise Linux
3 9 (15.25%) Windows
3 9 (15.25%) Windows Server
3 9 (15.25%) Windows Server 2012
Processes & Methodologies
1 31 (52.54%) Analytics
2 23 (38.98%) Business Intelligence
2 23 (38.98%) Data Analysis
3 19 (32.20%) Data Modelling
4 15 (25.42%) Agile Software Development
5 13 (22.03%) Web Application Development
6 8 (13.56%) Data Management
6 8 (13.56%) ETL
6 8 (13.56%) Statistical Modelling
7 7 (11.86%) Predictive Analytics
8 6 (10.17%) Machine Learning
9 5 (8.47%) CRM
10 4 (6.78%) E-Commerce
10 4 (6.78%) Kimball Methodology
10 4 (6.78%) Master Data Management
10 4 (6.78%) Open Source
10 4 (6.78%) Stakeholder Management
11 3 (5.08%) Campaign Analysis
11 3 (5.08%) Customer Engagement
11 3 (5.08%) Marketing Analytics
Programming Languages
1 39 (66.10%) SQL
2 27 (45.76%) R
3 22 (37.29%) Java
4 19 (32.20%) Python
5 15 (25.42%) MATLAB
6 13 (22.03%) Perl
6 13 (22.03%) PHP
6 13 (22.03%) Ruby
7 12 (20.34%) PL/SQL
7 12 (20.34%) Shell Script
8 8 (13.56%) JavaScript
9 6 (10.17%) VBA
10 5 (8.47%) T-SQL
11 1 (1.69%) C++
11 1 (1.69%) JAQL
11 1 (1.69%) SPARQL
11 1 (1.69%) VB.NET
Qualifications
1 13 (22.03%) Degree
2 8 (13.56%) SAS Certification
3 7 (11.86%) SC Cleared
3 7 (11.86%) Security Cleared
4 2 (3.39%) PhD
Quality Assurance & Compliance
1 3 (5.08%) QA
2 2 (3.39%) Data Quality
System Software
1 2 (3.39%) Apache Flume
2 1 (1.69%) HDFS
Systems Management
1 2 (3.39%) Oozie
2 1 (1.69%) Opscode Chef
Vendors
1 17 (28.81%) Oracle
2 15 (25.42%) IBM
2 15 (25.42%) Tableau
3 14 (23.73%) Teradata
4 13 (22.03%) Informatica
5 9 (15.25%) Red Hat
6 8 (13.56%) Mapinfo
6 8 (13.56%) Microsoft
7 6 (10.17%) Google
8 2 (3.39%) DoubleClick
8 2 (3.39%) Omniture
9 1 (1.69%) Ab Initio
9 1 (1.69%) Adobe
9 1 (1.69%) Cognos
9 1 (1.69%) Coremetrics
9 1 (1.69%) Facebook
9 1 (1.69%) HP
9 1 (1.69%) SAP
9 1 (1.69%) Twitter
9 1 (1.69%) Yahoo!