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 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
SPSS
Rank 414 401 377
Rank change year-on-year
-13 -24
Contract jobs citing SPSS 34 33 63
As % of all contract IT jobs located in London 0.15% 0.14% 0.26%
As % of the Applications category 1.43% 1.25% 2.28%
Number of daily rates quoted 27 18 46
Median daily rate £432 £323 £375
Median daily rate % change year-on-year
+33.87% -14.00%
90% offered a daily rate of more than £263 £256 £207
10% offered a daily rate of more than £561 £450 £575
UK excluding London median daily rate £375 £350 £381
% change year-on-year
+7.14% -8.19%
Number of hourly rates quoted 1 1 4
Median hourly rate £21.50 £19.50 £25.00
Median hourly rate % change year-on-year
+10.25% -22.00%
UK excluding London median hourly rate £9.19 - -
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
2376 2643 2767
As % of all contract IT jobs located in London 10.29% 11.36% 11.55%
Number of daily rates quoted 1572 1790 1808
Median daily rate £390 £375 £350
Median daily rate % change year-on-year
+4.00% +7.14%
90% offered a daily rate of more than £185 £175 £165
10% offered a daily rate of more than £525 £563 £550
UK excluding London median daily rate £325 £325 £325
Number of hourly rates quoted 74 124 179
Median hourly rate £16.50 £18.00 £18.00
Median hourly rate % change year-on-year
-8.33% -
90% offered a hourly rate of more than £12.40 £11.18 £11.00
10% offered a hourly rate of more than £28.65 £43.50 £30.00
UK excluding London median hourly rate £16.50 £15.00 £15.00
% change year-on-year
+10.00% -

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 30 August 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 30 August 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 +34 10 £400 +23.07% 4
Isleworth - 4 £450 -
Romford - 1 £430 -
Twickenham - 1 - -
Osterley - 1 £450 -
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 30 August 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 42 (76.36%) SAS
2 34 (61.82%) R
3 33 (60.00%) Analytics
4 32 (58.18%) SQL
5 26 (47.27%) Hadoop
6 24 (43.64%) Big Data
7 23 (41.82%) Business Intelligence
8 20 (36.36%) Statistics
8 20 (36.36%) Apache Hive
8 20 (36.36%) Analytical Skills
9 18 (32.73%) Degree
9 18 (32.73%) Mathematics
10 17 (30.91%) Data Analysis
10 17 (30.91%) Tableau
11 16 (29.09%) Apache Pig
11 16 (29.09%) MATLAB
12 14 (25.45%) Java
12 14 (25.45%) Oracle
12 14 (25.45%) Python
12 14 (25.45%) Data Modelling
12 14 (25.45%) Data Mining
13 13 (23.64%) Finance
14 12 (21.82%) Data Warehouse
14 12 (21.82%) PHP
14 12 (21.82%) Agile Software Development
14 12 (21.82%) QlikView
14 12 (21.82%) Marketing
14 12 (21.82%) HBase
15 11 (20.00%) Economics
15 11 (20.00%) Teradata

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 42 (76.36%) SAS
2 16 (29.09%) Apache Pig
3 8 (14.55%) Apache Spark
4 4 (7.27%) Apache
5 2 (3.64%) Elasticsearch
6 1 (1.82%) Facebook Platform
6 1 (1.82%) IPython
Applications
1 9 (16.36%) Stata
2 7 (12.73%) MS Excel
3 2 (3.64%) MS PowerPoint
4 1 (1.82%) EViews
4 1 (1.82%) MS Office
4 1 (1.82%) Spreadsheet
Business Applications
1 2 (3.64%) WebTrends
2 1 (1.82%) Cognos TM1
2 1 (1.82%) Radian6
2 1 (1.82%) SAP Oil and Gas
Cloud Services
1 6 (10.91%) Google Analytics
2 4 (7.27%) Adobe Analytics
3 3 (5.45%) Amazon AWS
3 3 (5.45%) Cloud Computing
4 1 (1.82%) AdWords
4 1 (1.82%) Amazon EMR
4 1 (1.82%) Google Cloud Platform
Communications & Networking
1 2 (3.64%) Internet
2 1 (1.82%) Skype
Database & Business Intelligence
1 26 (47.27%) Hadoop
2 24 (43.64%) Big Data
3 20 (36.36%) Apache Hive
4 14 (25.45%) Data Mining
5 12 (21.82%) Data Warehouse
5 12 (21.82%) HBase
5 12 (21.82%) QlikView
6 9 (16.36%) CouchDB
6 9 (16.36%) MySQL
7 6 (10.91%) SQL Server
8 5 (9.09%) Relational Database
9 4 (7.27%) Power BI
9 4 (7.27%) SQL Server Integration Services
10 3 (5.45%) Apache Cassandra
10 3 (5.45%) MongoDB
10 3 (5.45%) Sqoop
11 2 (3.64%) DB2
11 2 (3.64%) OLAP
11 2 (3.64%) Pentaho
12 1 (1.82%) Oracle Reports
General
1 13 (23.64%) Finance
2 12 (21.82%) Marketing
3 8 (14.55%) Retail
4 5 (9.09%) Banking
5 3 (5.45%) Retail Banking
6 2 (3.64%) Advertising
6 2 (3.64%) Telecoms
7 1 (1.82%) Electronics
7 1 (1.82%) Financial Institution
7 1 (1.82%) Legal
7 1 (1.82%) Manufacturing
Job Titles
1 27 (49.09%) Analyst
2 9 (16.36%) Big Data Engineer
2 9 (16.36%) Data Analyst
2 9 (16.36%) Data Engineer
3 7 (12.73%) Developer
3 7 (12.73%) Insight Analyst
4 6 (10.91%) Data Scientist
4 6 (10.91%) Risk Analyst
5 5 (9.09%) Credit Analyst
5 5 (9.09%) Credit Risk Analyst
6 4 (7.27%) Machine Learning Scientist
6 4 (7.27%) SAS Analyst
7 3 (5.45%) Big Data Developer
7 3 (5.45%) CRM Analyst
7 3 (5.45%) Data Warehouse Developer
7 3 (5.45%) Information Analyst
7 3 (5.45%) SAS Credit Risk Analyst
7 3 (5.45%) SAS Risk Analyst
7 3 (5.45%) SPSS Analyst
8 2 (3.64%) Senior Microsoft Developer
Libraries, Frameworks & Software Standards
1 9 (16.36%) CSS
1 9 (16.36%) HTML
1 9 (16.36%) Ruby on Rails
2 3 (5.45%) .NET
2 3 (5.45%) Kafka
2 3 (5.45%) NumPy
2 3 (5.45%) Pandas
2 3 (5.45%) scikit-learn
2 3 (5.45%) SciPy
3 1 (1.82%) Backbone.js
3 1 (1.82%) JSON
3 1 (1.82%) MDX
3 1 (1.82%) MLlib
3 1 (1.82%) Natural Language Processing
3 1 (1.82%) Oracle GoldenGate
Miscellaneous
1 20 (36.36%) Analytical Skills
1 20 (36.36%) Statistics
2 18 (32.73%) Mathematics
3 11 (20.00%) Economics
4 9 (16.36%) Computer Science
4 9 (16.36%) Performance Metrics
5 8 (14.55%) Visualisation
6 7 (12.73%) Credit Risk
7 6 (10.91%) Data Extraction
7 6 (10.91%) User Experience
8 5 (9.09%) Algorithms
9 4 (7.27%) Digital Media
10 3 (5.45%) Artificial Intelligence
10 3 (5.45%) Data Structures
11 1 (1.82%) Freedom of Information
11 1 (1.82%) Ontologies
11 1 (1.82%) Physics
11 1 (1.82%) Psychology
11 1 (1.82%) Replication
11 1 (1.82%) Social Media
Operating Systems
1 10 (18.18%) Unix
2 3 (5.45%) Linux
Processes & Methodologies
1 33 (60.00%) Analytics
2 23 (41.82%) Business Intelligence
3 17 (30.91%) Data Analysis
4 14 (25.45%) Data Modelling
5 12 (21.82%) Agile Software Development
6 11 (20.00%) ETL
7 10 (18.18%) Open Source
8 9 (16.36%) Operations Research
8 9 (16.36%) Web Application Development
9 8 (14.55%) Data Management
9 8 (14.55%) Predictive Analytics
10 7 (12.73%) Machine Learning
11 6 (10.91%) CRM
11 6 (10.91%) Data Visualisation
11 6 (10.91%) Statistical Analysis
12 5 (9.09%) Actionable Insight
12 5 (9.09%) E-Commerce
12 5 (9.09%) Stakeholder Management
13 4 (7.27%) Risk Management
13 4 (7.27%) Statistical Modelling
Programming Languages
1 34 (61.82%) R
2 32 (58.18%) SQL
3 16 (29.09%) MATLAB
4 14 (25.45%) Java
4 14 (25.45%) Python
5 12 (21.82%) PHP
6 11 (20.00%) Perl
7 9 (16.36%) PL/SQL
7 9 (16.36%) Ruby
7 9 (16.36%) Shell Script
8 8 (14.55%) VBA
9 5 (9.09%) T-SQL
10 2 (3.64%) C
11 1 (1.82%) C++
11 1 (1.82%) JAQL
11 1 (1.82%) SPARQL
Qualifications
1 18 (32.73%) Degree
2 3 (5.45%) PhD
3 2 (3.64%) Security Cleared
4 1 (1.82%) BPSS Clearance
4 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 6 (10.91%) Data Quality
2 4 (7.27%) QA
3 1 (1.82%) Disclosure Scotland
System Software
1 4 (7.27%) Apache Flume
2 1 (1.82%) HDFS
Systems Management
1 2 (3.64%) Oozie
1 2 (3.64%) Opscode Chef
2 1 (1.82%) Tivoli NetView
Vendors
1 17 (30.91%) Tableau
2 14 (25.45%) Oracle
3 11 (20.00%) Teradata
4 10 (18.18%) Informatica
5 7 (12.73%) Microsoft
6 6 (10.91%) Google
7 4 (7.27%) Adobe
8 2 (3.64%) DoubleClick
8 2 (3.64%) IBM
8 2 (3.64%) Omniture
9 1 (1.82%) Ab Initio
9 1 (1.82%) comScore
9 1 (1.82%) Coremetrics
9 1 (1.82%) Facebook
9 1 (1.82%) Hitwise
9 1 (1.82%) Marin
9 1 (1.82%) TIBCO
9 1 (1.82%) Twitter
9 1 (1.82%) Vertica
9 1 (1.82%) Yahoo!