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 28 August 2015 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
28 Aug 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 564 544 558
Rank change year-on-year
-20 +14
Contract jobs citing Predictive Modelling 25 33 13
As % of all contract IT jobs located in England 0.047% 0.066% 0.027%
As % of the Processes & Methodologies category 0.060% 0.086% 0.036%
Number of daily rates quoted 21 29 11
Average daily rate
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of your Daily Rate
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£425 £310 £375
Average daily rate % change year-on-year
+37.09% -17.33%
90% offered a daily rate of more than £295 £204 £285
10% offered a daily rate of more than £475 £575 £476
UK excluding London average daily rate £425 £250 £425
% change year-on-year
+70.00% -41.21%
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
41497 38505 36269
As % of all contract IT jobs located in England 78.08% 76.52% 75.41%
Number of daily rates quoted 27539 24264 22731
Average daily rate £425 £413 £410
Average daily rate % change year-on-year
+3.03% +0.60%
90% offered a daily rate of more than £292 £275 £275
10% offered a daily rate of more than £588 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1118 1078 1016
Average hourly rate £31.22 £23.00 £30.00
Average hourly rate % change year-on-year
+35.73% -23.33%
90% offered a hourly rate of more than £12.82 £12.50 £12.75
10% offered a hourly rate of more than £50.00 £46.30 £50.00
UK excluding London average hourly rate £32.50 £25.00 £30.00
% change year-on-year
+30.00% -16.66%

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 28 August 2015.

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 28 August 2015. 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 +19 17 £375 -11.76% 9
West Midlands - 3 £425 -
East of England -5 2 - -
East Midlands - 2 £425 -
South East -20 1 £343 -26.34%
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 28 August 2015, 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 27 (62.79%) SAS
2 26 (60.47%) Analytics
2 26 (60.47%) Analytical Skills
3 21 (48.84%) SQL
4 17 (39.53%) R
5 15 (34.88%) Statistics
5 15 (34.88%) Business Intelligence
6 12 (27.91%) SPSS
6 12 (27.91%) Degree
6 12 (27.91%) Mathematics
7 11 (25.58%) Tableau
8 10 (23.26%) Data Analysis
8 10 (23.26%) Computer Science
9 9 (20.93%) Hadoop
9 9 (20.93%) Data Mining
10 8 (18.60%) Stakeholder Management
10 8 (18.60%) Finance
10 8 (18.60%) CRM
10 8 (18.60%) Data Modelling
11 7 (16.28%) Validation
11 7 (16.28%) Neural Network
12 6 (13.95%) MicroStrategy
12 6 (13.95%) Cognos
12 6 (13.95%) Python
12 6 (13.95%) VBA
12 6 (13.95%) C++
12 6 (13.95%) Statistical Modelling
12 6 (13.95%) Unit Testing
12 6 (13.95%) SAS Enterprise Miner
12 6 (13.95%) Oracle BI EE

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 28 August 2015, 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 27 (62.79%) SAS
2 3 (6.98%) Apache Pig
3 1 (2.33%) Apache Spark
Applications
1 12 (27.91%) SPSS
2 3 (6.98%) MS Excel
3 2 (4.65%) S-PLUS
4 1 (2.33%) MS PowerPoint
4 1 (2.33%) PowerPivot
4 1 (2.33%) MS Office
Business Applications
1 2 (4.65%) SAP InfiniteInsight
2 1 (2.33%) VisionPLUS
Cloud Services
1 3 (6.98%) Amazon AWS
1 3 (6.98%) Heroku
Communications & Networking
1 1 (2.33%) ATM
Database & Business Intelligence
1 9 (20.93%) Data Mining
1 9 (20.93%) Hadoop
2 6 (13.95%) SAS Enterprise Miner
2 6 (13.95%) Oracle BI EE
3 4 (9.30%) Base SAS
3 4 (9.30%) SAS Enterprise Guide
4 3 (6.98%) Apache Hive
4 3 (6.98%) Data Warehouse
5 2 (4.65%) Big Data
5 2 (4.65%) Clementine
5 2 (4.65%) Spotfire
6 1 (2.33%) SQL Server Analysis Services
6 1 (2.33%) Star Schema
6 1 (2.33%) Relational Database
6 1 (2.33%) Microsoft Power View
Development Applications
1 1 (2.33%) ProC
General
1 8 (18.60%) Finance
2 6 (13.95%) Marketing
3 5 (11.63%) Games
4 3 (6.98%) Banking
4 3 (6.98%) Retail
5 2 (4.65%) Financial Institution
5 2 (4.65%) Manufacturing
6 1 (2.33%) Advertising
6 1 (2.33%) Retail Banking
Job Titles
1 25 (58.14%) Analyst
2 9 (20.93%) Senior Analyst
3 7 (16.28%) Business Analyst
4 6 (13.95%) Data Analyst
4 6 (13.95%) Insight Analyst
5 5 (11.63%) Senior Business Analyst
5 5 (11.63%) NHS Information Analyst
5 5 (11.63%) Information Analyst
6 4 (9.30%) Senior Information Analyst
6 4 (9.30%) Developer
7 3 (6.98%) Django Developer
7 3 (6.98%) Data Scientist
7 3 (6.98%) Python/Django Developer
7 3 (6.98%) Data Modeller
7 3 (6.98%) Python Developer
8 2 (4.65%) Python Web Developer
8 2 (4.65%) Senior Data Analyst
8 2 (4.65%) Programme Manager
8 2 (4.65%) Web Developer
8 2 (4.65%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 3 (6.98%) Web Services
1 3 (6.98%) Django
2 1 (2.33%) D3.js
2 1 (2.33%) AngularJS
Miscellaneous
1 26 (60.47%) Analytical Skills
2 15 (34.88%) Statistics
3 12 (27.91%) Mathematics
4 10 (23.26%) Computer Science
5 7 (16.28%) Neural Network
6 5 (11.63%) NHS
6 5 (11.63%) Physics
7 4 (9.30%) Economics
7 4 (9.30%) Applied Mathematics
8 2 (4.65%) Credit Risk
8 2 (4.65%) Algorithms
8 2 (4.65%) Visualisation
9 1 (2.33%) Online Games
9 1 (2.33%) Data Extraction
9 1 (2.33%) FMCG
Processes & Methodologies
1 26 (60.47%) Analytics
2 15 (34.88%) Business Intelligence
3 10 (23.26%) Data Analysis
4 8 (18.60%) Stakeholder Management
4 8 (18.60%) CRM
4 8 (18.60%) Data Modelling
5 7 (16.28%) Validation
6 6 (13.95%) Statistical Modelling
6 6 (13.95%) Unit Testing
7 5 (11.63%) Asset Management
8 4 (9.30%) Statistical Analysis
8 4 (9.30%) Predictive Analytics
8 4 (9.30%) Capacity Planning
8 4 (9.30%) Propensity Modelling
9 3 (6.98%) Data Transformation
9 3 (6.98%) Marketing Analytics
9 3 (6.98%) Web Development
9 3 (6.98%) Time Management
10 2 (4.65%) Data Protection
10 2 (4.65%) Operations Research
Programming Languages
1 21 (48.84%) SQL
2 17 (39.53%) R
3 6 (13.95%) C++
3 6 (13.95%) VBA
3 6 (13.95%) Python
4 5 (11.63%) MATLAB
5 2 (4.65%) Perl
6 1 (2.33%) C#
6 1 (2.33%) Java
6 1 (2.33%) SAS Macro
6 1 (2.33%) Data Analysis Expressions (DAX)
6 1 (2.33%) T-SQL
Qualifications
1 12 (27.91%) Degree
2 4 (9.30%) PhD
Quality Assurance & Compliance
1 1 (2.33%) GCP
1 1 (2.33%) Basel II
1 1 (2.33%) IAS 39
Systems Management
1 1 (2.33%) Oozie
Vendors
1 11 (25.58%) Tableau
2 6 (13.95%) Cognos
2 6 (13.95%) MicroStrategy
3 2 (4.65%) Microsoft
4 1 (2.33%) Adobe
4 1 (2.33%) Teradata
4 1 (2.33%) Oracle
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