The table below looks at the statistics for SPSS skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited SPSS over the 3 months to 26 May 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
26 May 2016
Same period 2015 Same period 2014
SPSS
Rank 564 558 524
Rank change year-on-year
-6 -34
Contract jobs citing SPSS 57 54 54
As % of all contract IT jobs located in England 0.12% 0.11% 0.11%
As % of the Applications category 1.09% 0.89% 0.86%
Number of daily rates quoted 50 26 39
Median daily rate £455 £425 £325
Median daily rate % change year-on-year
+7.05% +30.76%
90% offered a daily rate of more than £310 £313 £185
10% offered a daily rate of more than £600 £700 £477
UK excluding London median daily rate £440 £485 £275
% change year-on-year
-9.27% +76.36%
Number of hourly rates quoted 0 2 0
Median hourly rate - £30.00 -
UK excluding London median hourly rate - - -
SPSS
UK

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

Applications Category
England
Contract IT job ads with a match in the
Applications category
5225 6076 6311
As % of all contract IT jobs located in England 10.59% 12.33% 13.16%
Number of daily rates quoted 3189 3325 3385
Median daily rate £350 £350 £325
Median daily rate % change year-on-year
- +7.69%
90% offered a daily rate of more than £160 £164 £150
10% offered a daily rate of more than £525 £510 £485
UK excluding London median daily rate £338 £325 £303
% change year-on-year
+3.84% +7.43%
Number of hourly rates quoted 404 614 682
Median hourly rate £16.50 £15.00 £15.85
Median hourly rate % change year-on-year
+10.00% -5.36%
90% offered a hourly rate of more than £10.00 £10.50 £10.00
10% offered a hourly rate of more than £35.00 £32.50 £38.79
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 England

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

SPSS Jobs Demand Trend in England

SPSS
Daily Rate Trend in England

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

SPSS Daily Rate Trend in England

SPSS
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing SPSS across the England region over the 3 months to 26 May 2016.

SPSS Daily Rate Histogram in England

SPSS
Hourly Rate Trend in England

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

SPSS Hourly Rate Trend in England

SPSS
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SPSS within the England region over the 3 months to 26 May 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
South East +2 22 £425 -34.61% 5
London -24 19 £600 +77.77% 25
South West -4 7 £450 -13.46% 4
Yorkshire - 4 £500 - 5
North West -22 2 £263 -30.00% 3
West Midlands - 2 £546 -
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 26 May 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 England region with a requirement for SPSS.

1 68 (57.14%) SAS
2 61 (51.26%) SQL
3 52 (43.70%) R
4 49 (41.18%) Analytical Skills
5 48 (40.34%) Analytics
6 43 (36.13%) Statistics
7 40 (33.61%) Big Data
8 34 (28.57%) Data Analysis
9 31 (26.05%) Hadoop
9 31 (26.05%) Business Intelligence
10 30 (25.21%) Python
11 29 (24.37%) Data Modelling
11 29 (24.37%) Degree
12 28 (23.53%) Mathematics
12 28 (23.53%) Data Mining
12 28 (23.53%) Java
13 25 (21.01%) MATLAB
14 22 (18.49%) Data Management
14 22 (18.49%) Computer Science
14 22 (18.49%) Tableau
15 21 (17.65%) HTML
15 21 (17.65%) CSS
16 20 (16.81%) Oracle
17 19 (15.97%) MySQL
17 19 (15.97%) IBM
17 19 (15.97%) Visualisation
18 18 (15.13%) Apache Hive
18 18 (15.13%) QlikView
18 18 (15.13%) Finance
18 18 (15.13%) Apache Pig

SPSS
Top Related IT Skills in England 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 68 (57.14%) SAS
2 18 (15.13%) Apache Pig
3 9 (7.56%) ArcGIS
4 5 (4.20%) Apache Spark
5 1 (0.84%) Facebook Platform
5 1 (0.84%) IPython
5 1 (0.84%) SharePoint
Applications
1 14 (11.76%) MS Excel
2 13 (10.92%) Stata
3 5 (4.20%) MS PowerPoint
4 4 (3.36%) Spreadsheet
Business Applications
1 2 (1.68%) Unica
2 1 (0.84%) Cognos Business Intelligence
2 1 (0.84%) Radian6
2 1 (0.84%) WebTrends
Cloud Services
1 3 (2.52%) Amazon AWS
2 2 (1.68%) Google Analytics
2 2 (1.68%) SaaS
2 2 (1.68%) SuccessFactors
3 1 (0.84%) AdWords
Communications & Networking
1 8 (6.72%) Remote Desktop
2 2 (1.68%) Internet
Database & Business Intelligence
1 40 (33.61%) Big Data
2 31 (26.05%) Hadoop
3 28 (23.53%) Data Mining
4 19 (15.97%) MySQL
5 18 (15.13%) Apache Hive
5 18 (15.13%) QlikView
6 12 (10.08%) CouchDB
6 12 (10.08%) HBase
7 10 (8.40%) Data Warehouse
8 9 (7.56%) SAS Enterprise Guide
9 8 (6.72%) GIS
10 7 (5.88%) BusinessObjects
10 7 (5.88%) SQL Server
11 4 (3.36%) MS Access
11 4 (3.36%) Relational Database
11 4 (3.36%) SQL Server Integration Services
12 3 (2.52%) NoSQL
12 3 (2.52%) Snowflake Schema
12 3 (2.52%) Spotfire
12 3 (2.52%) SQL Server Reporting Services
Development Applications
1 1 (0.84%) Team Foundation Server
1 1 (0.84%) Visual Studio
General
1 18 (15.13%) Finance
2 7 (5.88%) Local Government
2 7 (5.88%) Marketing
2 7 (5.88%) Retail
3 5 (4.20%) Banking
4 3 (2.52%) Telecoms
5 2 (1.68%) Advertising
5 2 (1.68%) Automotive
5 2 (1.68%) Military
6 1 (0.84%) Legal
Job Titles
1 42 (35.29%) Analyst
2 28 (23.53%) Data Analyst
3 23 (19.33%) Data Scientist
4 13 (10.92%) Data Engineer
5 12 (10.08%) Big Data Engineer
6 8 (6.72%) SPSS Analyst
7 7 (5.88%) Consultant
8 6 (5.04%) Applications Support
8 6 (5.04%) Architect
8 6 (5.04%) Developer
8 6 (5.04%) Machine Learning Scientist
9 5 (4.20%) SPSS Data Analyst
9 5 (4.20%) Technical Support
10 4 (3.36%) Asset Management Analyst
10 4 (3.36%) Data Modeller
10 4 (3.36%) Project Manager
10 4 (3.36%) Risk Analyst
10 4 (3.36%) Risk Consultant
10 4 (3.36%) Software Analyst
11 3 (2.52%) Credit Analyst
Libraries, Frameworks & Software Standards
1 21 (17.65%) CSS
1 21 (17.65%) HTML
2 12 (10.08%) Ruby on Rails
3 8 (6.72%) HTML5
3 8 (6.72%) jQuery
4 6 (5.04%) .NET
5 5 (4.20%) NumPy
5 5 (4.20%) Pandas
5 5 (4.20%) scikit-learn
5 5 (4.20%) SciPy
6 4 (3.36%) XML
7 3 (2.52%) Web Services
8 2 (1.68%) Natural Language Processing
9 1 (0.84%) Backbone.js
9 1 (0.84%) CSS3
9 1 (0.84%) JSON
9 1 (0.84%) MDX
9 1 (0.84%) Middleware
9 1 (0.84%) Oracle GoldenGate
9 1 (0.84%) SAML
Miscellaneous
1 49 (41.18%) Analytical Skills
2 43 (36.13%) Statistics
3 28 (23.53%) Mathematics
4 22 (18.49%) Computer Science
5 19 (15.97%) Visualisation
6 12 (10.08%) Performance Metrics
7 9 (7.56%) Algorithms
7 9 (7.56%) Credit Risk
8 8 (6.72%) Data Extraction
9 7 (5.88%) Economics
10 6 (5.04%) Management Information System
11 5 (4.20%) Artificial Intelligence
12 4 (3.36%) Physics
12 4 (3.36%) Smart Energy
13 3 (2.52%) Digital Media
13 3 (2.52%) New Media
13 3 (2.52%) User Experience
14 2 (1.68%) Data Integration
14 2 (1.68%) Neural Network
14 2 (1.68%) Social Network
Operating Systems
1 14 (11.76%) Unix
2 11 (9.24%) Linux
3 9 (7.56%) Red Hat Enterprise Linux
3 9 (7.56%) Windows
3 9 (7.56%) Windows Server
3 9 (7.56%) Windows Server 2012
Processes & Methodologies
1 48 (40.34%) Analytics
2 34 (28.57%) Data Analysis
3 31 (26.05%) Business Intelligence
4 29 (24.37%) Data Modelling
5 22 (18.49%) Data Management
6 15 (12.61%) Agile Software Development
6 15 (12.61%) Project Management
7 14 (11.76%) Machine Learning
7 14 (11.76%) Statistical Modelling
8 13 (10.92%) ETL
8 13 (10.92%) Predictive Analytics
8 13 (10.92%) Web Application Development
9 12 (10.08%) Data Analytics
10 11 (9.24%) Statistical Analysis
11 9 (7.56%) Regression Analysis
11 9 (7.56%) Risk Management
12 8 (6.72%) Data Visualisation
13 7 (5.88%) Asset Management
14 6 (5.04%) Predictive Analysis
14 6 (5.04%) Validation
Programming Languages
1 61 (51.26%) SQL
2 52 (43.70%) R
3 30 (25.21%) Python
4 28 (23.53%) Java
5 25 (21.01%) MATLAB
6 17 (14.29%) VBA
7 13 (10.92%) Perl
7 13 (10.92%) Ruby
8 12 (10.08%) PHP
8 12 (10.08%) PL/SQL
8 12 (10.08%) Shell Script
9 11 (9.24%) JavaScript
10 10 (8.40%) C++
11 3 (2.52%) T-SQL
12 2 (1.68%) Lua
13 1 (0.84%) JAQL
13 1 (0.84%) VB
13 1 (0.84%) VB.NET
Qualifications
1 29 (24.37%) Degree
2 15 (12.61%) Security Cleared
3 14 (11.76%) SC Cleared
4 10 (8.40%) PhD
5 8 (6.72%) SAS Certification
6 2 (1.68%) Postgraduate
7 1 (0.84%) CTC Cleared
Quality Assurance & Compliance
1 6 (5.04%) Data Quality
2 3 (2.52%) QA
3 1 (0.84%) IAS 39
System Software
1 1 (0.84%) Apache Flume
1 1 (0.84%) HDFS
Systems Management
1 2 (1.68%) Oozie
Vendors
1 22 (18.49%) Tableau
2 20 (16.81%) Oracle
3 19 (15.97%) IBM
4 13 (10.92%) Informatica
4 13 (10.92%) Teradata
5 10 (8.40%) Cognos
5 10 (8.40%) Microsoft
6 9 (7.56%) Red Hat
7 8 (6.72%) Mapinfo
8 4 (3.36%) ILOG
8 4 (3.36%) SAP
9 3 (2.52%) TIBCO
10 2 (1.68%) Alteryx
10 2 (1.68%) Google
10 2 (1.68%) HP
10 2 (1.68%) MicroStrategy
11 1 (0.84%) Ab Initio
11 1 (0.84%) Facebook
11 1 (0.84%) Twitter
11 1 (0.84%) Vertica
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