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 25 June 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
25 Jun 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 569 599 582
Rank change year-on-year
+30 -17
Contract jobs citing Predictive Modelling 50 19 30
As % of all contract IT jobs located in England 0.10% 0.037% 0.061%
As % of the Processes & Methodologies category 0.12% 0.047% 0.078%
Number of daily rates quoted 44 13 21
Median daily rate £450 £343 £320
Median daily rate % change year-on-year
+31.38% +7.03%
UK excluding London median daily rate £625 £343 £313
% change year-on-year
+82.48% +9.60%
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
40110 40514 38511
As % of all contract IT jobs located in England 82.41% 79.68% 78.59%
Number of daily rates quoted 26974 26588 24639
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £578 £575
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 915 1082 1144
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £12.58 £12.35 £13.00
10% offered a hourly rate of more than £49.46 £50.00 £46.00
UK excluding London median hourly rate £28.50 £30.00 £29.50
% change year-on-year
-5.00% +1.69%

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 25 June 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 25 June 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 +39 37 £450 +5.88% 12
North West -8 3 £700 +154.54% 3
South West - 3 £850 - 1
Yorkshire - 3 £450 - 3
East Midlands - 1 - -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 25 June 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 38 (58.46%) Analytics
2 26 (40.00%) Data Modelling
3 25 (38.46%) SQL
3 25 (38.46%) Degree
4 24 (36.92%) Data Warehouse
5 23 (35.38%) Finance
6 22 (33.85%) Netezza
7 21 (32.31%) Python
8 19 (29.23%) Business Intelligence
9 18 (27.69%) Machine Learning
9 18 (27.69%) R
10 17 (26.15%) Big Data
10 17 (26.15%) Analytical Skills
10 17 (26.15%) Agile Software Development
11 14 (21.54%) Scrum
11 14 (21.54%) Data Mining
11 14 (21.54%) Performance Tuning
11 14 (21.54%) Database Optimisation
12 13 (20.00%) Data Quality
12 13 (20.00%) SAS
13 12 (18.46%) Statistical Analysis
13 12 (18.46%) Relational Database
14 11 (16.92%) SDLC
15 10 (15.38%) NoSQL
15 10 (15.38%) Data Management
15 10 (15.38%) C++
16 8 (12.31%) Data Transformation
16 8 (12.31%) Oracle
16 8 (12.31%) Sybase
16 8 (12.31%) DB2

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 13 (20.00%) SAS
2 6 (9.23%) Apache Spark
3 5 (7.69%) Apache Pig
4 1 (1.54%) SharePoint
Applications
1 4 (6.15%) SPSS
2 1 (1.54%) MS Office
2 1 (1.54%) MS PowerPoint
2 1 (1.54%) Spreadsheet
2 1 (1.54%) Stata
Business Applications
1 1 (1.54%) SAP Oil and Gas
Cloud Services
1 5 (7.69%) Amazon AWS
2 2 (3.08%) Google Analytics
2 2 (3.08%) Heroku
2 2 (3.08%) Microsoft Azure
3 1 (1.54%) Google Cloud Platform
3 1 (1.54%) Office 365
Database & Business Intelligence
1 24 (36.92%) Data Warehouse
2 17 (26.15%) Big Data
3 14 (21.54%) Data Mining
4 12 (18.46%) Relational Database
5 10 (15.38%) NoSQL
6 8 (12.31%) DB2
7 6 (9.23%) Apache Hive
8 5 (7.69%) Text Mining
9 3 (4.62%) Amazon Redshift
10 2 (3.08%) Hadoop
10 2 (3.08%) Mixpanel
10 2 (3.08%) MongoDB
10 2 (3.08%) MySQL
10 2 (3.08%) PostgreSQL
11 1 (1.54%) Base SAS
11 1 (1.54%) BigQuery
11 1 (1.54%) BusinessObjects
11 1 (1.54%) QlikView
11 1 (1.54%) SQL Server Reporting Services
Development Applications
1 3 (4.62%) Ant
1 3 (4.62%) GoCD
1 3 (4.62%) Jenkins
1 3 (4.62%) Maven
1 3 (4.62%) SonarQube
2 2 (3.08%) Git (software)
General
1 23 (35.38%) Finance
2 8 (12.31%) Marketing
3 6 (9.23%) Retail
4 5 (7.69%) Financial Institution
5 4 (6.15%) Banking
5 4 (6.15%) Local Government
5 4 (6.15%) Retail Banking
6 2 (3.08%) Advertising
6 2 (3.08%) Games
7 1 (1.54%) Corporate Banking
7 1 (1.54%) Electronics
7 1 (1.54%) Manufacturing
7 1 (1.54%) Telecoms
Job Titles
1 21 (32.31%) Analyst
2 18 (27.69%) Developer
3 13 (20.00%) Data Analyst
3 13 (20.00%) Data Scientist
4 9 (13.85%) Agile Developer
5 5 (7.69%) SQL Analyst
6 4 (6.15%) Analytics Consultant
6 4 (6.15%) Consultant
6 4 (6.15%) SQL Data Analyst
7 3 (4.62%) Business Analyst
7 3 (4.62%) Business Intelligence Manager
7 3 (4.62%) Senior Analyst
8 2 (3.08%) Business Manager
8 2 (3.08%) Data Consultant
8 2 (3.08%) Full Stack Developer
8 2 (3.08%) Machine Learning Scientist
8 2 (3.08%) Risk Manager
8 2 (3.08%) SAS Modeller
8 2 (3.08%) SPSS Modeller
9 1 (1.54%) Fraud Manager
Libraries, Frameworks & Software Standards
1 5 (7.69%) Natural Language Processing
2 3 (4.62%) .NET
3 2 (3.08%) .NET Framework
3 2 (3.08%) AngularJS
3 2 (3.08%) CSS
3 2 (3.08%) CSS3
3 2 (3.08%) hapi
3 2 (3.08%) HTML
3 2 (3.08%) HTML5
3 2 (3.08%) Node.js
3 2 (3.08%) React
3 2 (3.08%) RESTful
Miscellaneous
1 17 (26.15%) Analytical Skills
2 7 (10.77%) Algorithms
2 7 (10.77%) Statistics
3 6 (9.23%) Computer Science
3 6 (9.23%) Data Structures
4 5 (7.69%) Visualisation
5 3 (4.62%) Data Extraction
5 3 (4.62%) Hedge funds
5 3 (4.62%) Mathematics
6 2 (3.08%) Credit Risk
6 2 (3.08%) Minimum Viable Product
6 2 (3.08%) Neural Network
6 2 (3.08%) User Experience
7 1 (1.54%) Data Integration
7 1 (1.54%) Fintech
7 1 (1.54%) Management Information System
7 1 (1.54%) Physics
7 1 (1.54%) Reference Data
7 1 (1.54%) Social Network
7 1 (1.54%) Virtual Team
Operating Systems
1 1 (1.54%) Unix
Processes & Methodologies
1 38 (58.46%) Analytics
2 26 (40.00%) Data Modelling
3 19 (29.23%) Business Intelligence
4 18 (27.69%) Machine Learning
5 17 (26.15%) Agile Software Development
6 14 (21.54%) Database Optimisation
6 14 (21.54%) Performance Tuning
6 14 (21.54%) Scrum
7 12 (18.46%) Statistical Analysis
8 11 (16.92%) SDLC
9 10 (15.38%) Data Management
10 8 (12.31%) Data Transformation
10 8 (12.31%) Dimensional Modelling
11 7 (10.77%) Data Analytics
12 6 (9.23%) Statistical Modelling
13 5 (7.69%) Fraud Detection
14 4 (6.15%) Data Visualisation
15 3 (4.62%) Continuous Integration
15 3 (4.62%) Cost-Benefit Analysis
15 3 (4.62%) DevOps
Programming Languages
1 25 (38.46%) SQL
2 21 (32.31%) Python
3 18 (27.69%) R
4 10 (15.38%) C++
5 6 (9.23%) MATLAB
6 5 (7.69%) Java
6 5 (7.69%) PHP
6 5 (7.69%) Scala
7 2 (3.08%) JavaScript
7 2 (3.08%) Ruby
7 2 (3.08%) VBA
8 1 (1.54%) Shell Script
Qualifications
1 25 (38.46%) Degree
2 1 (1.54%) DV Cleared
2 1 (1.54%) PhD
2 1 (1.54%) Security Cleared
Quality Assurance & Compliance
1 13 (20.00%) Data Quality
2 3 (4.62%) QA
3 1 (1.54%) SLA
Systems Management
1 3 (4.62%) Ansible
1 3 (4.62%) Nagios
1 3 (4.62%) Opscode Chef
1 3 (4.62%) ZABBIX
Vendors
1 22 (33.85%) Netezza
2 8 (12.31%) Oracle
2 8 (12.31%) Sybase
2 8 (12.31%) Teradata
3 3 (4.62%) Google
3 3 (4.62%) New Relic
4 1 (1.54%) Alteryx
4 1 (1.54%) Cognos
4 1 (1.54%) Microsoft
4 1 (1.54%) SAP
4 1 (1.54%) Tableau
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