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 contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 29 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
29 Jul 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 587 602 583
Rank change year-on-year
+15 -19
Contract jobs citing Predictive Modelling 35 18 24
As % of all contract IT jobs located in England 0.070% 0.035% 0.049%
As % of the Processes & Methodologies category 0.085% 0.043% 0.062%
Number of daily rates quoted 28 13 16
Median daily rate £450 £343 £338
Median daily rate % change year-on-year
+31.38% +1.48%
90% offered a daily rate of more than £375 £295 £211
10% offered a daily rate of more than £625 £525 £498
UK excluding London median daily rate £525 £400 £313
% change year-on-year
+31.25% +28.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median 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
41371 41437 38972
As % of all contract IT jobs located in England 83.06% 80.09% 78.86%
Number of daily rates quoted 27588 27456 24607
Median daily rate £450 £420 £405
Median daily rate % change year-on-year
+7.14% +3.70%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 949 1091 1124
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £52.00 £52.17 £45.00
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

Predictive Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Predictive Modelling as a proportion of all IT contracts with a match in 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 29 July 2016.

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 median contractor rates quoted in IT jobs citing Predictive Modelling within the England region over the 3 months to 29 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 +13 26 £450 +50.00% 15
North West - 4 £425 - 1
West Midlands -25 1 £275 -35.29%
East Midlands - 1 - -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 29 July 2016, IT contractor jobs citing Predictive Modelling 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 Predictive Modelling.

1 47 (62.67%) Analytics
2 32 (42.67%) SQL
3 30 (40.00%) Data Modelling
4 28 (37.33%) Data Warehouse
5 26 (34.67%) Netezza
5 26 (34.67%) Analytical Skills
6 24 (32.00%) Degree
7 21 (28.00%) Finance
7 21 (28.00%) SAS
7 21 (28.00%) Python
8 20 (26.67%) Business Intelligence
8 20 (26.67%) Agile Software Development
9 19 (25.33%) R
10 18 (24.00%) Machine Learning
10 18 (24.00%) Performance Tuning
10 18 (24.00%) Database Optimisation
10 18 (24.00%) Scrum
11 16 (21.33%) Big Data
12 13 (17.33%) Data Quality
12 13 (17.33%) Data Mining
13 12 (16.00%) Retail
13 12 (16.00%) Statistical Analysis
14 11 (14.67%) Marketing
14 11 (14.67%) SDLC
14 11 (14.67%) Data Analytics
14 11 (14.67%) Relational Database
15 10 (13.33%) NoSQL
15 10 (13.33%) Data Management
16 9 (12.00%) C++
17 8 (10.67%) Oracle

Predictive Modelling
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 21 (28.00%) SAS
2 6 (8.00%) Apache Spark
3 5 (6.67%) Apache Pig
4 1 (1.33%) SharePoint
Applications
1 3 (4.00%) SPSS
2 1 (1.33%) MS Office
2 1 (1.33%) MS PowerPoint
2 1 (1.33%) Spreadsheet
2 1 (1.33%) Stata
Business Applications
1 1 (1.33%) SAP Oil and Gas
Cloud Services
1 5 (6.67%) Amazon AWS
2 2 (2.67%) Google Analytics
2 2 (2.67%) Heroku
2 2 (2.67%) Microsoft Azure
3 1 (1.33%) Google Cloud Platform
3 1 (1.33%) Office 365
Database & Business Intelligence
1 28 (37.33%) Data Warehouse
2 16 (21.33%) Big Data
3 13 (17.33%) Data Mining
4 11 (14.67%) Relational Database
5 10 (13.33%) NoSQL
6 8 (10.67%) DB2
7 6 (8.00%) Apache Hive
8 4 (5.33%) Text Mining
9 3 (4.00%) Amazon Redshift
10 2 (2.67%) Hadoop
10 2 (2.67%) Mixpanel
10 2 (2.67%) MongoDB
10 2 (2.67%) MySQL
10 2 (2.67%) PostgreSQL
11 1 (1.33%) Base SAS
11 1 (1.33%) BigQuery
11 1 (1.33%) SQL Server Reporting Services
Development Applications
1 3 (4.00%) Ant
1 3 (4.00%) GoCD
1 3 (4.00%) Jenkins
1 3 (4.00%) Maven
1 3 (4.00%) SonarQube
2 2 (2.67%) Git (software)
General
1 21 (28.00%) Finance
2 12 (16.00%) Retail
3 11 (14.67%) Marketing
4 7 (9.33%) Financial Institution
5 4 (5.33%) Banking
5 4 (5.33%) Retail Banking
6 2 (2.67%) Advertising
6 2 (2.67%) Games
6 2 (2.67%) Local Government
7 1 (1.33%) Corporate Banking
7 1 (1.33%) Electronics
7 1 (1.33%) Manufacturing
7 1 (1.33%) Telecoms
Job Titles
1 25 (33.33%) Analyst
2 22 (29.33%) Developer
3 16 (21.33%) Data Analyst
4 13 (17.33%) Agile Developer
4 13 (17.33%) Data Scientist
5 8 (10.67%) SQL Analyst
6 6 (8.00%) Senior Analyst
7 5 (6.67%) Analytics Consultant
7 5 (6.67%) Consultant
7 5 (6.67%) SQL Data Analyst
8 4 (5.33%) SAS Analyst
9 3 (4.00%) Business Intelligence Manager
10 2 (2.67%) Business Intelligence Analyst
10 2 (2.67%) Data Consultant
10 2 (2.67%) Data Insight Analyst
10 2 (2.67%) Full Stack Developer
10 2 (2.67%) Insight Data Analyst
10 2 (2.67%) Risk Manager
10 2 (2.67%) SAS Data Analyst
10 2 (2.67%) SAS Modeller
Libraries, Frameworks & Software Standards
1 4 (5.33%) Natural Language Processing
2 2 (2.67%) .NET
2 2 (2.67%) .NET Framework
2 2 (2.67%) AngularJS
2 2 (2.67%) CSS
2 2 (2.67%) CSS3
2 2 (2.67%) hapi
2 2 (2.67%) HTML
2 2 (2.67%) HTML5
2 2 (2.67%) Node.js
2 2 (2.67%) React
2 2 (2.67%) RESTful
Miscellaneous
1 26 (34.67%) Analytical Skills
2 7 (9.33%) Algorithms
2 7 (9.33%) Statistics
3 6 (8.00%) Computer Science
3 6 (8.00%) Data Structures
4 4 (5.33%) Mathematics
4 4 (5.33%) Visualisation
5 3 (4.00%) Data Extraction
5 3 (4.00%) Hedge funds
6 2 (2.67%) Credit Risk
6 2 (2.67%) Management Information System
6 2 (2.67%) Minimum Viable Product
6 2 (2.67%) NHS
6 2 (2.67%) Physics
6 2 (2.67%) User Experience
7 1 (1.33%) Data Integration
7 1 (1.33%) FMCG
7 1 (1.33%) Neural Network
7 1 (1.33%) Reference Data
7 1 (1.33%) Virtual Team
Operating Systems
1 1 (1.33%) Unix
Processes & Methodologies
1 47 (62.67%) Analytics
2 30 (40.00%) Data Modelling
3 20 (26.67%) Agile Software Development
3 20 (26.67%) Business Intelligence
4 18 (24.00%) Database Optimisation
4 18 (24.00%) Machine Learning
4 18 (24.00%) Performance Tuning
4 18 (24.00%) Scrum
5 12 (16.00%) Statistical Analysis
6 11 (14.67%) Data Analytics
6 11 (14.67%) SDLC
7 10 (13.33%) Data Management
8 8 (10.67%) Data Transformation
8 8 (10.67%) Dimensional Modelling
9 6 (8.00%) Data Analysis
10 5 (6.67%) Customer Insight
10 5 (6.67%) Fraud Detection
10 5 (6.67%) Statistical Modelling
11 4 (5.33%) Benchmarking
12 3 (4.00%) CRM
Programming Languages
1 32 (42.67%) SQL
2 21 (28.00%) Python
3 19 (25.33%) R
4 9 (12.00%) C++
5 6 (8.00%) MATLAB
6 5 (6.67%) Java
6 5 (6.67%) PHP
6 5 (6.67%) Scala
7 3 (4.00%) VBA
8 2 (2.67%) JavaScript
8 2 (2.67%) Ruby
9 1 (1.33%) Shell Script
Qualifications
1 24 (32.00%) Degree
2 2 (2.67%) PhD
3 1 (1.33%) DV Cleared
3 1 (1.33%) Security Cleared
Quality Assurance & Compliance
1 13 (17.33%) Data Quality
2 6 (8.00%) QA
3 1 (1.33%) SLA
Systems Management
1 3 (4.00%) Ansible
1 3 (4.00%) Nagios
1 3 (4.00%) Opscode Chef
1 3 (4.00%) ZABBIX
Vendors
1 26 (34.67%) Netezza
2 8 (10.67%) Oracle
2 8 (10.67%) Sybase
2 8 (10.67%) Teradata
3 3 (4.00%) Google
3 3 (4.00%) New Relic
4 1 (1.33%) Microsoft
4 1 (1.33%) SAP
City, London
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Rate: £400 - £500 per day
Posted: 2 days ago
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Rate: £400 - £500 per day
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Rate: £0.00 per annum
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