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 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
SPSS
Rank 406 409 389
Rank change year-on-year
+3 -20
Contract jobs citing SPSS 35 26 60
As % of all contract IT jobs located in London 0.15% 0.11% 0.25%
As % of the Applications category 1.53% 1.03% 2.13%
Number of daily rates quoted 25 16 44
Median daily rate £450 £364 £388
Median daily rate % change year-on-year
+23.79% -6.19%
90% offered a daily rate of more than £309 £300 £219
10% offered a daily rate of more than £550 £500 £575
UK excluding London median daily rate £338 £375 £388
% change year-on-year
-10.00% -3.22%
Number of hourly rates quoted 1 2 4
Median hourly rate £21.50 £16.50 £25.00
Median hourly rate % change year-on-year
+30.30% -34.00%
UK excluding London median hourly rate £9.19 - £16.34
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
2286 2520 2819
As % of all contract IT jobs located in London 9.98% 10.92% 11.64%
Number of daily rates quoted 1497 1738 1895
Median daily rate £385 £375 £350
Median daily rate % change year-on-year
+2.53% +7.14%
90% offered a daily rate of more than £175 £175 £166
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £335 £325 £325
% change year-on-year
+3.07% -
Number of hourly rates quoted 84 127 171
Median hourly rate £16.29 £17.50 £17.33
Median hourly rate % change year-on-year
-6.91% +0.98%
90% offered a hourly rate of more than £11.75 £11.50 £11.00
10% offered a hourly rate of more than £29.96 £43.00 £30.00
UK excluding London median hourly rate £16.13 £14.50 £15.50
% change year-on-year
+11.20% -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 27 September 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 27 September 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 +19 12 £400 +14.28% 2
Isleworth - 4 £450 -
Barking - 1 - -
Twickenham - 1 - -
Osterley - 1 £450 -
SPSS
England

SPSS
Top 30 Related IT Skills in London

For the 6 months to 27 September 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 46 (76.67%) SAS
2 38 (63.33%) Analytics
3 36 (60.00%) SQL
4 32 (53.33%) R
5 26 (43.33%) Analytical Skills
6 23 (38.33%) Hadoop
7 22 (36.67%) Statistics
7 22 (36.67%) Degree
7 22 (36.67%) Business Intelligence
8 21 (35.00%) Mathematics
9 20 (33.33%) Big Data
10 19 (31.67%) Tableau
11 16 (26.67%) Apache Hive
11 16 (26.67%) Python
12 15 (25.00%) Data Mining
12 15 (25.00%) ETL
13 14 (23.33%) Data Warehouse
13 14 (23.33%) Data Modelling
13 14 (23.33%) Marketing
14 13 (21.67%) Data Analysis
14 13 (21.67%) Finance
14 13 (21.67%) MATLAB
14 13 (21.67%) Apache Pig
15 12 (20.00%) Open Source
15 12 (20.00%) Oracle
15 12 (20.00%) Agile Software Development
16 11 (18.33%) Retail
16 11 (18.33%) Economics
16 11 (18.33%) Java
17 10 (16.67%) PHP

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 46 (76.67%) SAS
2 13 (21.67%) Apache Pig
3 7 (11.67%) Apache Spark
4 4 (6.67%) Apache
5 2 (3.33%) Elasticsearch
6 1 (1.67%) Facebook Platform
6 1 (1.67%) SharePoint
6 1 (1.67%) WebSphere
Applications
1 9 (15.00%) MS Excel
2 6 (10.00%) Stata
3 2 (3.33%) MS PowerPoint
4 1 (1.67%) EViews
4 1 (1.67%) MS Office
4 1 (1.67%) Spreadsheet
Business Applications
1 2 (3.33%) WebTrends
2 1 (1.67%) Cognos TM1
2 1 (1.67%) Dynamics CRM
2 1 (1.67%) Radian6
2 1 (1.67%) SAP Oil and Gas
Cloud Services
1 8 (13.33%) Google Analytics
2 6 (10.00%) Adobe Analytics
3 3 (5.00%) Amazon AWS
3 3 (5.00%) Cloud Computing
4 1 (1.67%) AdWords
4 1 (1.67%) Amazon EMR
4 1 (1.67%) Google Cloud Platform
Communications & Networking
1 2 (3.33%) Internet
2 1 (1.67%) Skype
Database & Business Intelligence
1 23 (38.33%) Hadoop
2 20 (33.33%) Big Data
3 16 (26.67%) Apache Hive
4 15 (25.00%) Data Mining
5 14 (23.33%) Data Warehouse
6 9 (15.00%) HBase
6 9 (15.00%) QlikView
6 9 (15.00%) SQL Server
7 6 (10.00%) CouchDB
7 6 (10.00%) MySQL
7 6 (10.00%) Relational Database
8 5 (8.33%) SQL Server Integration Services
9 4 (6.67%) BusinessObjects
9 4 (6.67%) Power BI
9 4 (6.67%) SQL Server Analysis Services
10 3 (5.00%) Apache Cassandra
10 3 (5.00%) MongoDB
10 3 (5.00%) Pentaho
10 3 (5.00%) SQL Server Reporting Services
10 3 (5.00%) Sqoop
General
1 14 (23.33%) Marketing
2 13 (21.67%) Finance
3 11 (18.33%) Retail
4 7 (11.67%) Banking
5 3 (5.00%) Retail Banking
5 3 (5.00%) Telecoms
6 2 (3.33%) Advertising
7 1 (1.67%) Back Office
7 1 (1.67%) Electronics
7 1 (1.67%) Financial Institution
7 1 (1.67%) Games
7 1 (1.67%) Legal
7 1 (1.67%) Manufacturing
Job Titles
1 30 (50.00%) Analyst
2 12 (20.00%) Data Analyst
3 8 (13.33%) Developer
4 7 (11.67%) Data Scientist
4 7 (11.67%) Insight Analyst
5 6 (10.00%) Big Data Engineer
5 6 (10.00%) Data Engineer
6 5 (8.33%) Risk Analyst
6 5 (8.33%) SAS Analyst
7 4 (6.67%) Credit Analyst
7 4 (6.67%) Credit Risk Analyst
7 4 (6.67%) SPSS Analyst
8 3 (5.00%) Big Data Developer
8 3 (5.00%) CRM Analyst
8 3 (5.00%) Data Warehouse Developer
8 3 (5.00%) Information Analyst
8 3 (5.00%) Machine Learning Scientist
8 3 (5.00%) Marketing Analyst
8 3 (5.00%) SAS Credit Risk Analyst
8 3 (5.00%) SAS Risk Analyst
Libraries, Frameworks & Software Standards
1 6 (10.00%) CSS
1 6 (10.00%) HTML
1 6 (10.00%) Ruby on Rails
2 3 (5.00%) .NET
2 3 (5.00%) Kafka
2 3 (5.00%) XML
3 2 (3.33%) NumPy
3 2 (3.33%) Pandas
3 2 (3.33%) scikit-learn
3 2 (3.33%) SciPy
4 1 (1.67%) Backbone.js
4 1 (1.67%) D3.js
4 1 (1.67%) JSON
4 1 (1.67%) MDX
4 1 (1.67%) MLlib
4 1 (1.67%) Natural Language Processing
4 1 (1.67%) Oracle GoldenGate
Miscellaneous
1 26 (43.33%) Analytical Skills
2 22 (36.67%) Statistics
3 21 (35.00%) Mathematics
4 11 (18.33%) Economics
5 10 (16.67%) Computer Science
5 10 (16.67%) Visualisation
6 7 (11.67%) Credit Risk
6 7 (11.67%) Data Extraction
6 7 (11.67%) User Experience
7 6 (10.00%) Performance Metrics
8 4 (6.67%) Algorithms
8 4 (6.67%) Digital Media
9 3 (5.00%) Data Structures
10 2 (3.33%) Artificial Intelligence
10 2 (3.33%) Management Information System
11 1 (1.67%) Freedom of Information
11 1 (1.67%) IVR
11 1 (1.67%) Neural Network
11 1 (1.67%) Replication
11 1 (1.67%) Social Media
Operating Systems
1 7 (11.67%) Unix
2 3 (5.00%) Linux
Processes & Methodologies
1 38 (63.33%) Analytics
2 22 (36.67%) Business Intelligence
3 15 (25.00%) ETL
4 14 (23.33%) Data Modelling
5 13 (21.67%) Data Analysis
6 12 (20.00%) Agile Software Development
6 12 (20.00%) Open Source
7 10 (16.67%) Operations Research
8 9 (15.00%) Data Management
9 8 (13.33%) Machine Learning
9 8 (13.33%) Predictive Analytics
10 7 (11.67%) CRM
11 6 (10.00%) Actionable Insight
11 6 (10.00%) Data Visualisation
11 6 (10.00%) E-Commerce
11 6 (10.00%) Statistical Analysis
11 6 (10.00%) Web Analytics
11 6 (10.00%) Web Application Development
12 4 (6.67%) Linear Regression
12 4 (6.67%) Time Management
Programming Languages
1 36 (60.00%) SQL
2 32 (53.33%) R
3 16 (26.67%) Python
4 13 (21.67%) MATLAB
5 11 (18.33%) Java
6 10 (16.67%) PHP
7 8 (13.33%) Perl
7 8 (13.33%) VBA
8 6 (10.00%) PL/SQL
8 6 (10.00%) Ruby
8 6 (10.00%) Shell Script
9 5 (8.33%) T-SQL
10 4 (6.67%) C
11 1 (1.67%) C++
11 1 (1.67%) JAQL
11 1 (1.67%) JavaScript
11 1 (1.67%) SPARQL
Qualifications
1 22 (36.67%) Degree
2 2 (3.33%) PhD
2 2 (3.33%) Security Cleared
3 1 (1.67%) BPSS Clearance
3 1 (1.67%) SC Cleared
Quality Assurance & Compliance
1 7 (11.67%) Data Quality
2 6 (10.00%) QA
3 1 (1.67%) Disclosure Scotland
System Software
1 3 (5.00%) Apache Flume
2 1 (1.67%) HDFS
Systems Management
1 2 (3.33%) Opscode Chef
2 1 (1.67%) Oozie
2 1 (1.67%) Tivoli NetView
Vendors
1 19 (31.67%) Tableau
2 12 (20.00%) Oracle
3 9 (15.00%) Teradata
4 8 (13.33%) Google
5 7 (11.67%) Informatica
5 7 (11.67%) Microsoft
6 6 (10.00%) Adobe
7 3 (5.00%) Cognos
7 3 (5.00%) Omniture
8 2 (3.33%) DoubleClick
8 2 (3.33%) IBM
9 1 (1.67%) Ab Initio
9 1 (1.67%) Bloomberg
9 1 (1.67%) Coremetrics
9 1 (1.67%) HP
9 1 (1.67%) Mapinfo
9 1 (1.67%) MicroStrategy
9 1 (1.67%) SAP
9 1 (1.67%) TIBCO
9 1 (1.67%) Yahoo!