The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 20 August 2014 with a comparison to the same period in 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.

Location
3 months to
20 Aug 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 555 538 523
Rank change year-on-year
-17 -15
Contract jobs citing Predictive Modelling 24 14 36
As % of all contract IT jobs located in England 0.048% 0.029% 0.067%
As % of the Processes & Methodologies category 0.064% 0.039% 0.093%
Number of daily rates quoted 18 12 24
Average daily rate
Keep up to 90%
of your Daily Rate
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£378 £375 £425
Average daily rate % change year-on-year
+0.66% -11.76%
90% offered a daily rate of more than £212 £285 £303
10% offered a daily rate of more than £575 £476 £475
UK excluding London average daily rate £313 £425 £335
% change year-on-year
-26.51% +26.94%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -
Predictive Modelling
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
37309 35800 38541
As % of all contract IT jobs located in England 74.52% 73.75% 71.42%
Number of daily rates quoted 23546 22412 22771
Average daily rate £413 £405 £400
Average daily rate % change year-on-year
+1.85% +1.25%
90% offered a daily rate of more than £275 £273 £265
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 1058 970 1387
Average hourly rate £22.50 £28.00 £32.50
Average hourly rate % change year-on-year
-19.64% -13.84%
90% offered a hourly rate of more than £12.50 £12.75 £13.69
10% offered a hourly rate of more than £45.00 £47.50 £46.00
UK excluding London average hourly rate £25.00 £30.00 £31.00
% change year-on-year
-16.66% -3.22%

Predictive Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Predictive Modelling across the England region as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in England

Predictive Modelling
Daily Rate Trend in England

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

Predictive Modelling Daily Rate Trend in England

Predictive Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the England region over the 3 months to 20 August 2014.

Predictive Modelling Daily Rate Histogram in England

Predictive Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Predictive Modelling within the England region over the 3 months to 20 August 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +18 15 £425 +13.33% 13
South East - 3 £465 -
East of England -16 2 £313 -16.66% 6
South West - 2 £318 -
Yorkshire - 2 £313 - 1
North West - 2 £208 - 5
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 20 August 2014, IT contractor jobs across the England region citing Predictive Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Predictive Modelling.

1 44 (65.67%) Analytics
2 38 (56.72%) SAS
3 33 (49.25%) Data Mining
4 30 (44.78%) Business Intelligence
5 26 (38.81%) SQL
6 22 (32.84%) Base SAS
6 22 (32.84%) SAS Enterprise Guide
7 17 (25.37%) Data Warehouse
8 16 (23.88%) SPSS
9 13 (19.40%) ETL
9 13 (19.40%) SAS Data Integration Studio
10 12 (17.91%) Statistics
11 11 (16.42%) Marketing
12 10 (14.93%) Data Analysis
12 10 (14.93%) Visualisation
13 9 (13.43%) Hadoop
13 9 (13.43%) Project Management
13 9 (13.43%) VBA
13 9 (13.43%) OLAP
14 8 (11.94%) System Testing
14 8 (11.94%) Mathematics
15 7 (10.45%) Degree
15 7 (10.45%) Market Research
15 7 (10.45%) Java
16 6 (8.96%) Python
16 6 (8.96%) Finance
16 6 (8.96%) Apache Hive
16 6 (8.96%) R
17 5 (7.46%) Multivariate Testing
17 5 (7.46%) Apache Pig

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 20 August 2014, IT contractor jobs across the England region citing Predictive Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Predictive Modelling. Up to 20 skills are shown per category.

Application Platforms
1 38 (56.72%) SAS
2 5 (7.46%) Apache Pig
3 1 (1.49%) Oracle Workflow
Applications
1 16 (23.88%) SPSS
2 5 (7.46%) MS Excel
3 3 (4.48%) MS PowerPoint
4 2 (2.99%) Stata
5 1 (1.49%) MS Visio
5 1 (1.49%) MS Project
Business Applications
1 1 (1.49%) SAP InfiniteInsight
1 1 (1.49%) Oracle BPM
Communications & Networking
1 1 (1.49%) SMTP
1 1 (1.49%) FTP
1 1 (1.49%) HTTP
1 1 (1.49%) Internet
Database & Business Intelligence
1 33 (49.25%) Data Mining
2 22 (32.84%) Base SAS
2 22 (32.84%) SAS Enterprise Guide
3 17 (25.37%) Data Warehouse
4 13 (19.40%) SAS Data Integration Studio
5 9 (13.43%) OLAP
5 9 (13.43%) Hadoop
6 6 (8.96%) Apache Hive
7 4 (5.97%) Big Data
8 3 (4.48%) Spotfire
9 2 (2.99%) Text Mining
10 1 (1.49%) CouchDB
10 1 (1.49%) SAS Enterprise Miner
10 1 (1.49%) IBM InfoSphere
10 1 (1.49%) MongoDB
10 1 (1.49%) HBase
10 1 (1.49%) Mahout
Development Applications
1 4 (5.97%) Talend Open Studio
General
1 11 (16.42%) Marketing
2 6 (8.96%) Finance
3 5 (7.46%) Advertising
4 4 (5.97%) Games
4 4 (5.97%) Pharmaceutical
5 2 (2.99%) Banking
6 1 (1.49%) Retail
6 1 (1.49%) Investment Banking
Job Titles
1 28 (41.79%) Developer
2 24 (35.82%) Analyst
3 22 (32.84%) SAS Developer
4 13 (19.40%) Data Analyst
5 8 (11.94%) Business Intelligence Developer
5 8 (11.94%) SAS BI Developer
6 6 (8.96%) Excel Developer
7 5 (7.46%) Excel VBA Developer
7 5 (7.46%) VBA Developer
7 5 (7.46%) Data Scientist
8 3 (4.48%) Analyst Programmer
8 3 (4.48%) Programmer
8 3 (4.48%) Data Programmer
9 2 (2.99%) User Experience Manager
9 2 (2.99%) MI Analyst
9 2 (2.99%) Information Analyst
9 2 (2.99%) Compliance Analyst
10 1 (1.49%) Programme Planner
10 1 (1.49%) Senior Data Analyst
10 1 (1.49%) Information Manager
Libraries, Frameworks & Software Standards
1 3 (4.48%) SOAP
1 3 (4.48%) Web Services
1 3 (4.48%) WSDL
2 2 (2.99%) REST
3 1 (1.49%) EJB
3 1 (1.49%) Middleware
3 1 (1.49%) XML
3 1 (1.49%) XSLT
3 1 (1.49%) JMS
3 1 (1.49%) UDDI
Miscellaneous
1 12 (17.91%) Statistics
2 10 (14.93%) Visualisation
3 8 (11.94%) Mathematics
4 5 (7.46%) Economics
5 4 (5.97%) NHS
6 3 (4.48%) Data Extraction
6 3 (4.48%) Computer Science
6 3 (4.48%) Life Science
6 3 (4.48%) Market Risk
7 2 (2.99%) Online Games
7 2 (2.99%) Social Gaming
7 2 (2.99%) Management Information System
7 2 (2.99%) Ontologies
7 2 (2.99%) Informatics
8 1 (1.49%) Physics
8 1 (1.49%) Clustering
8 1 (1.49%) Neural Network
8 1 (1.49%) Semantic Web
Operating Systems
1 5 (7.46%) Linux
2 1 (1.49%) UNIX
2 1 (1.49%) Windows
Processes & Methodologies
1 44 (65.67%) Analytics
2 30 (44.78%) Business Intelligence
3 13 (19.40%) ETL
4 10 (14.93%) Data Analysis
5 9 (13.43%) Project Management
6 8 (11.94%) System Testing
7 7 (10.45%) Market Research
8 5 (7.46%) Multivariate Testing
8 5 (7.46%) Statistical Modelling
8 5 (7.46%) Customer Segmentation
8 5 (7.46%) Campaign Management
8 5 (7.46%) Digital Marketing
8 5 (7.46%) Usability Testing
8 5 (7.46%) Cluster Analysis
9 4 (5.97%) Predictive Analytics
9 4 (5.97%) Logistic Regression
9 4 (5.97%) Benchmarking
9 4 (5.97%) Statistical Analysis
9 4 (5.97%) Data Modelling
10 3 (4.48%) Stakeholder Management
Programming Languages
1 26 (38.81%) SQL
2 9 (13.43%) VBA
3 7 (10.45%) Java
4 6 (8.96%) Python
4 6 (8.96%) R
5 4 (5.97%) C
5 4 (5.97%) Ruby
6 3 (4.48%) MATLAB
7 2 (2.99%) PL/SQL
7 2 (2.99%) VB
7 2 (2.99%) SPARQL
8 1 (1.49%) XPath
Qualifications
1 7 (10.45%) Degree
2 2 (2.99%) PhD
System Software
1 1 (1.49%) VMware Infrastructure
1 1 (1.49%) HDFS
Vendors
1 4 (5.97%) MicroStrategy
1 4 (5.97%) Tableau
1 4 (5.97%) Talend
2 2 (2.99%) Microsoft
2 2 (2.99%) TIBCO
2 2 (2.99%) Oracle
2 2 (2.99%) Omniture
3 1 (1.49%) Greenplum
3 1 (1.49%) IBM
3 1 (1.49%) Reuters
3 1 (1.49%) Primavera
3 1 (1.49%) VMware
3 1 (1.49%) Facebook
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