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 27 July 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 Jul 2016
Same period 2015 Same period 2014
SPSS
Rank 572 544 513
Rank change year-on-year
-28 -31
Contract jobs citing SPSS 57 71 78
As % of all contract IT jobs located in England 0.11% 0.14% 0.16%
As % of the Applications category 1.07% 1.14% 1.22%
Number of daily rates quoted 42 38 56
Median daily rate £400 £325 £348
Median daily rate % change year-on-year
+23.07% -6.47%
90% offered a daily rate of more than £201 £256 £185
10% offered a daily rate of more than £550 £486 £487
UK excluding London median daily rate £375 £350 £313
% change year-on-year
+7.14% +12.00%
Number of hourly rates quoted 3 3 3
Median hourly rate £12.17 £30.00 £25.00
Median hourly rate % change year-on-year
-59.43% +20.00%
UK excluding London median hourly rate £10.68 - -
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
5349 6201 6394
As % of all contract IT jobs located in England 10.72% 12.00% 13.14%
Number of daily rates quoted 3175 3661 3550
Median daily rate £350 £350 £330
Median daily rate % change year-on-year
- +6.06%
90% offered a daily rate of more than £160 £155 £160
10% offered a daily rate of more than £510 £500 £500
UK excluding London median daily rate £325 £325 £320
% change year-on-year
- +1.56%
Number of hourly rates quoted 439 613 694
Median hourly rate £16.50 £16.00 £15.50
Median hourly rate % change year-on-year
+3.12% +3.22%
90% offered a hourly rate of more than £10.77 £10.50 £10.50
10% offered a hourly rate of more than £40.00 £35.00 £31.50
UK excluding London median hourly rate £16.50 £15.00 £15.00
% change year-on-year
+10.00% -

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 27 July 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
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing SPSS across the England region over the 3 months to 27 July 2016.

SPSS Hourly Rate Histogram 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 27 July 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
London -7 27 £425 +34.92% 11
West Midlands -36 9 £375 +7.14%
South East +3 6 £376 -37.29% 2
South West +6 5 £425 - 2
North West -5 5 £263 - 2
Yorkshire -1 3 - - 2
East of England +20 1 £118 -72.98% 3
North East - 1 - -
SPSS
UK

SPSS
Top 30 Related IT Skills in England

For the 6 months to 27 July 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 88 (69.29%) SAS
2 65 (51.18%) SQL
3 64 (50.39%) R
4 57 (44.88%) Analytics
5 48 (37.80%) Analytical Skills
5 48 (37.80%) Statistics
6 46 (36.22%) Big Data
7 43 (33.86%) Degree
8 42 (33.07%) Mathematics
9 40 (31.50%) Business Intelligence
10 37 (29.13%) Hadoop
11 36 (28.35%) Python
12 35 (27.56%) Data Analysis
13 32 (25.20%) Java
13 32 (25.20%) MATLAB
14 28 (22.05%) Finance
15 27 (21.26%) Data Mining
15 27 (21.26%) Computer Science
16 25 (19.69%) Data Modelling
16 25 (19.69%) Oracle
17 21 (16.54%) HTML
17 21 (16.54%) CSS
17 21 (16.54%) Apache Hive
18 20 (15.75%) IBM
18 20 (15.75%) Apache Pig
19 19 (14.96%) MySQL
19 19 (14.96%) Tableau
19 19 (14.96%) Credit Risk
20 18 (14.17%) QlikView
20 18 (14.17%) Agile Software Development

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 88 (69.29%) SAS
2 20 (15.75%) Apache Pig
3 9 (7.09%) ArcGIS
4 8 (6.30%) Apache Spark
5 2 (1.57%) Apache
6 1 (0.79%) Facebook Platform
6 1 (0.79%) IPython
6 1 (0.79%) SharePoint
6 1 (0.79%) WebSphere
Applications
1 13 (10.24%) Stata
2 12 (9.45%) MS Excel
3 6 (4.72%) MS PowerPoint
4 2 (1.57%) Spreadsheet
5 1 (0.79%) ArcView
5 1 (0.79%) MS Office
Business Applications
1 2 (1.57%) FastStats
1 2 (1.57%) WebTrends
2 1 (0.79%) Cognos Business Intelligence
2 1 (0.79%) Cognos TM1
2 1 (0.79%) Radian6
2 1 (0.79%) SAP Oil and Gas
Cloud Services
1 6 (4.72%) Google Analytics
2 2 (1.57%) SaaS
2 2 (1.57%) SuccessFactors
3 1 (0.79%) Adobe Analytics
3 1 (0.79%) AdWords
3 1 (0.79%) Amazon AWS
3 1 (0.79%) Amazon EMR
3 1 (0.79%) Cloud Computing
3 1 (0.79%) Google Cloud Platform
Communications & Networking
1 8 (6.30%) Remote Desktop
2 2 (1.57%) Internet
3 1 (0.79%) Skype
Database & Business Intelligence
1 46 (36.22%) Big Data
2 37 (29.13%) Hadoop
3 27 (21.26%) Data Mining
4 21 (16.54%) Apache Hive
5 19 (14.96%) MySQL
6 18 (14.17%) QlikView
7 13 (10.24%) HBase
8 12 (9.45%) CouchDB
8 12 (9.45%) Relational Database
9 10 (7.87%) SAS Enterprise Guide
10 9 (7.09%) Data Warehouse
10 9 (7.09%) SQL Server
11 8 (6.30%) GIS
12 7 (5.51%) BusinessObjects
13 5 (3.94%) SQL Server Integration Services
14 4 (3.15%) IBM InfoSphere
15 3 (2.36%) DB2
15 3 (2.36%) Power BI
16 2 (1.57%) OLAP
16 2 (1.57%) SAP BI
Development Applications
1 1 (0.79%) Team Foundation Server
1 1 (0.79%) Visual Studio
General
1 28 (22.05%) Finance
2 13 (10.24%) Marketing
3 12 (9.45%) Retail
4 7 (5.51%) Banking
5 5 (3.94%) Telecoms
6 3 (2.36%) Retail Banking
7 2 (1.57%) Advertising
7 2 (1.57%) Automotive
7 2 (1.57%) Legal
7 2 (1.57%) Military
8 1 (0.79%) Electronics
8 1 (0.79%) Financial Institution
8 1 (0.79%) Manufacturing
Job Titles
1 46 (36.22%) Analyst
2 28 (22.05%) Data Scientist
3 23 (18.11%) Data Analyst
4 13 (10.24%) Data Engineer
5 12 (9.45%) Big Data Engineer
6 8 (6.30%) Developer
6 8 (6.30%) Machine Learning Scientist
6 8 (6.30%) Risk Analyst
7 7 (5.51%) Applications Support
8 6 (4.72%) Credit Analyst
8 6 (4.72%) Credit Risk Analyst
8 6 (4.72%) SAS Analyst
8 6 (4.72%) SPSS Analyst
8 6 (4.72%) SQL Analyst
9 5 (3.94%) Consultant
9 5 (3.94%) Technical Support
10 4 (3.15%) ETL Analyst
10 4 (3.15%) Project Manager
10 4 (3.15%) Risk Consultant
11 3 (2.36%) SAS Credit Risk Analyst
Libraries, Frameworks & Software Standards
1 21 (16.54%) CSS
1 21 (16.54%) HTML
2 12 (9.45%) Ruby on Rails
3 8 (6.30%) HTML5
3 8 (6.30%) jQuery
4 6 (4.72%) NumPy
4 6 (4.72%) Pandas
4 6 (4.72%) scikit-learn
4 6 (4.72%) SciPy
5 5 (3.94%) .NET
6 4 (3.15%) XML
7 1 (0.79%) Backbone.js
7 1 (0.79%) CSS3
7 1 (0.79%) JSON
7 1 (0.79%) MDX
7 1 (0.79%) Middleware
7 1 (0.79%) MLlib
7 1 (0.79%) Natural Language Processing
7 1 (0.79%) Oracle GoldenGate
7 1 (0.79%) SAML
Miscellaneous
1 48 (37.80%) Analytical Skills
1 48 (37.80%) Statistics
2 42 (33.07%) Mathematics
3 27 (21.26%) Computer Science
4 19 (14.96%) Credit Risk
5 15 (11.81%) Economics
5 15 (11.81%) Visualisation
6 13 (10.24%) Algorithms
7 12 (9.45%) Performance Metrics
8 10 (7.87%) Data Extraction
9 7 (5.51%) User Experience
10 6 (4.72%) Artificial Intelligence
11 5 (3.94%) Physics
12 3 (2.36%) Data Structures
12 3 (2.36%) Management Information System
12 3 (2.36%) Smart Energy
13 1 (0.79%) Client/Server
13 1 (0.79%) Fintech
13 1 (0.79%) Mainframe
13 1 (0.79%) Replication
Operating Systems
1 14 (11.02%) Unix
2 13 (10.24%) Linux
3 9 (7.09%) Red Hat Enterprise Linux
3 9 (7.09%) Windows
3 9 (7.09%) Windows Server
3 9 (7.09%) Windows Server 2012
Processes & Methodologies
1 57 (44.88%) Analytics
2 40 (31.50%) Business Intelligence
3 35 (27.56%) Data Analysis
4 25 (19.69%) Data Modelling
5 18 (14.17%) Agile Software Development
6 17 (13.39%) Project Management
7 16 (12.60%) Data Management
7 16 (12.60%) Machine Learning
8 15 (11.81%) ETL
9 13 (10.24%) Web Application Development
10 12 (9.45%) Statistical Analysis
11 11 (8.66%) Statistical Modelling
12 10 (7.87%) Predictive Analytics
12 10 (7.87%) Regression Analysis
12 10 (7.87%) Risk Management
13 9 (7.09%) Data Analytics
14 8 (6.30%) Open Source
14 8 (6.30%) Operations Research
15 7 (5.51%) Econometrics
15 7 (5.51%) Web Analytics
Programming Languages
1 65 (51.18%) SQL
2 64 (50.39%) R
3 36 (28.35%) Python
4 32 (25.20%) Java
4 32 (25.20%) MATLAB
5 16 (12.60%) VBA
6 14 (11.02%) Perl
7 13 (10.24%) PHP
7 13 (10.24%) Ruby
8 12 (9.45%) PL/SQL
8 12 (9.45%) Shell Script
9 11 (8.66%) C++
9 11 (8.66%) JavaScript
10 5 (3.94%) T-SQL
11 3 (2.36%) Lua
12 1 (0.79%) JAQL
12 1 (0.79%) SPARQL
12 1 (0.79%) VB
12 1 (0.79%) VB.NET
Qualifications
1 43 (33.86%) Degree
2 16 (12.60%) Security Cleared
3 15 (11.81%) SC Cleared
4 11 (8.66%) PhD
5 8 (6.30%) SAS Certification
6 3 (2.36%) Postgraduate
7 1 (0.79%) ECDL
Quality Assurance & Compliance
1 9 (7.09%) Data Quality
2 3 (2.36%) QA
3 1 (0.79%) IAS 39
System Software
1 2 (1.57%) Apache Flume
2 1 (0.79%) HDFS
Systems Management
1 2 (1.57%) Oozie
2 1 (0.79%) Netcool
2 1 (0.79%) Opscode Chef
2 1 (0.79%) Tivoli
2 1 (0.79%) Tivoli Monitoring
Vendors
1 25 (19.69%) Oracle
2 20 (15.75%) IBM
3 19 (14.96%) Tableau
4 17 (13.39%) Informatica
5 14 (11.02%) Teradata
6 10 (7.87%) Microsoft
7 9 (7.09%) Cognos
7 9 (7.09%) Red Hat
8 8 (6.30%) Mapinfo
9 6 (4.72%) Google
10 5 (3.94%) ILOG
10 5 (3.94%) SAP
11 4 (3.15%) DataFlux
11 4 (3.15%) Trillium
12 2 (1.57%) DoubleClick
12 2 (1.57%) HP
12 2 (1.57%) MicroStrategy
12 2 (1.57%) Omniture
12 2 (1.57%) TIBCO
13 1 (0.79%) Adobe
Crawley, West Sussex
Avios
Rate: Up to £55,000 per annum depending on experience
Posted: 22 days ago