The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 27 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
27 Jun 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 598 618 596
Rank change year-on-year
+20 -22
Contract jobs citing Predictive Modelling 50 17 31
As % of all contract IT jobs located in the UK 0.093% 0.031% 0.058%
As % of the Processes & Methodologies category 0.11% 0.039% 0.074%
Number of daily rates quoted 44 13 20
Median daily rate £450 £343 £314
Median daily rate % change year-on-year
+31.38% +9.16%
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 - - -

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
44382 43894 42128
As % of all contract IT jobs located in the UK 82.21% 79.60% 78.30%
Number of daily rates quoted 29500 28277 26434
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £572
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1050 1174 1216
Median hourly rate £28.00 £29.00 £27.50
Median hourly rate % change year-on-year
-3.44% +5.45%
90% offered a hourly rate of more than £12.58 £12.36 £13.00
10% offered a hourly rate of more than £48.00 £50.00 £47.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Predictive Modelling
Jobs Demand Trend

The demand trend of contract jobs citing Predictive Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the UK

Predictive Modelling
Daily Rate Trend

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

Predictive Modelling Daily Rate Trend in the UK

Predictive Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling within the UK over the 3 months to 27 June 2016.

Predictive Modelling Daily Rate Histogram in the UK

Predictive Modelling
Top 18 Contract Locations

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 UK over the 3 months to 27 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
England +29 50 £450 +31.38% 24
London +27 37 £450 +5.88% 14
City of London +44 13 £450 -28.00% 4
North West -7 3 £700 +154.54% 3
South West - 3 £850 - 1
Yorkshire - 3 £450 - 4
Wiltshire - 3 £850 -
Leeds - 3 £450 - 4
West Yorkshire - 3 £450 - 4
Northamptonshire - 1 - -
Liverpool - 1 - -
Manchester - 1 - - 1
Cheshire - 1 £700 -
Merseyside - 1 - -
East Midlands - 1 - -
Chester - 1 £700 -
Northampton - 1 - -
Croydon - 1 £300 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 27 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 with a requirement for Predictive Modelling.

1 39 (57.35%) Analytics
2 28 (41.18%) SQL
3 27 (39.71%) Data Modelling
4 25 (36.76%) Degree
5 24 (35.29%) Data Warehouse
6 23 (33.82%) Finance
7 22 (32.35%) Python
7 22 (32.35%) Netezza
8 20 (29.41%) Business Intelligence
9 19 (27.94%) R
9 19 (27.94%) Machine Learning
10 18 (26.47%) Big Data
10 18 (26.47%) Analytical Skills
11 17 (25.00%) Agile Software Development
12 16 (23.53%) SAS
13 15 (22.06%) Data Mining
14 14 (20.59%) Scrum
14 14 (20.59%) Performance Tuning
14 14 (20.59%) Data Quality
14 14 (20.59%) Database Optimisation
15 13 (19.12%) Relational Database
15 13 (19.12%) Statistical Analysis
16 11 (16.18%) SDLC
16 11 (16.18%) NoSQL
17 10 (14.71%) Data Management
17 10 (14.71%) C++
18 9 (13.24%) Dimensional Modelling
19 8 (11.76%) Data Analytics
19 8 (11.76%) Data Transformation
19 8 (11.76%) Statistics

Predictive Modelling
Top Related IT Skills 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 16 (23.53%) SAS
2 6 (8.82%) Apache Pig
2 6 (8.82%) Apache Spark
3 1 (1.47%) Apache
3 1 (1.47%) SharePoint
Applications
1 4 (5.88%) SPSS
2 1 (1.47%) MS Office
2 1 (1.47%) MS PowerPoint
2 1 (1.47%) Spreadsheet
2 1 (1.47%) Stata
Business Applications
1 1 (1.47%) SAP Oil and Gas
Cloud Services
1 5 (7.35%) Amazon AWS
2 2 (2.94%) Google Analytics
2 2 (2.94%) Heroku
2 2 (2.94%) Microsoft Azure
3 1 (1.47%) Google Cloud Platform
3 1 (1.47%) Office 365
Database & Business Intelligence
1 24 (35.29%) Data Warehouse
2 18 (26.47%) Big Data
3 15 (22.06%) Data Mining
4 13 (19.12%) Relational Database
5 11 (16.18%) NoSQL
6 8 (11.76%) DB2
7 7 (10.29%) Apache Hive
8 6 (8.82%) Text Mining
9 3 (4.41%) Amazon Redshift
9 3 (4.41%) Hadoop
9 3 (4.41%) MongoDB
10 2 (2.94%) Mixpanel
10 2 (2.94%) MySQL
10 2 (2.94%) PostgreSQL
11 1 (1.47%) Base SAS
11 1 (1.47%) BigQuery
11 1 (1.47%) BusinessObjects
11 1 (1.47%) QlikView
11 1 (1.47%) SQL Server Reporting Services
11 1 (1.47%) Star Schema
Development Applications
1 3 (4.41%) Ant
1 3 (4.41%) GoCD
1 3 (4.41%) Jenkins
1 3 (4.41%) Maven
1 3 (4.41%) SonarQube
2 2 (2.94%) Git (software)
General
1 23 (33.82%) Finance
2 8 (11.76%) Marketing
3 6 (8.82%) Retail
4 5 (7.35%) Financial Institution
5 4 (5.88%) Banking
5 4 (5.88%) Local Government
5 4 (5.88%) Retail Banking
6 2 (2.94%) Advertising
6 2 (2.94%) Games
7 1 (1.47%) Corporate Banking
7 1 (1.47%) Electronics
7 1 (1.47%) Manufacturing
7 1 (1.47%) Telecoms
Job Titles
1 22 (32.35%) Analyst
2 18 (26.47%) Developer
3 14 (20.59%) Data Analyst
4 13 (19.12%) Data Scientist
5 9 (13.24%) Agile Developer
6 5 (7.35%) SQL Analyst
7 4 (5.88%) Analytics Consultant
7 4 (5.88%) Consultant
7 4 (5.88%) SQL Data Analyst
8 3 (4.41%) Business Analyst
8 3 (4.41%) Business Intelligence Manager
8 3 (4.41%) Senior Analyst
9 2 (2.94%) Business Manager
9 2 (2.94%) Data Consultant
9 2 (2.94%) Full Stack Developer
9 2 (2.94%) Machine Learning Scientist
9 2 (2.94%) Risk Manager
9 2 (2.94%) SAS Analyst
9 2 (2.94%) SAS Modeller
9 2 (2.94%) SPSS Modeller
Libraries, Frameworks & Software Standards
1 5 (7.35%) Natural Language Processing
2 3 (4.41%) .NET
3 2 (2.94%) .NET Framework
3 2 (2.94%) AngularJS
3 2 (2.94%) CSS
3 2 (2.94%) CSS3
3 2 (2.94%) hapi
3 2 (2.94%) HTML
3 2 (2.94%) HTML5
3 2 (2.94%) Node.js
3 2 (2.94%) React
3 2 (2.94%) RESTful
Miscellaneous
1 18 (26.47%) Analytical Skills
2 8 (11.76%) Statistics
3 7 (10.29%) Algorithms
4 6 (8.82%) Computer Science
4 6 (8.82%) Data Structures
4 6 (8.82%) Visualisation
5 5 (7.35%) Credit Risk
6 3 (4.41%) Data Extraction
6 3 (4.41%) Hedge funds
6 3 (4.41%) Mathematics
7 2 (2.94%) Minimum Viable Product
7 2 (2.94%) Neural Network
7 2 (2.94%) User Experience
8 1 (1.47%) Data Integration
8 1 (1.47%) Fintech
8 1 (1.47%) Management Information System
8 1 (1.47%) Physics
8 1 (1.47%) Reference Data
8 1 (1.47%) Social Network
8 1 (1.47%) Virtual Team
Operating Systems
1 1 (1.47%) Unix
Processes & Methodologies
1 39 (57.35%) Analytics
2 27 (39.71%) Data Modelling
3 20 (29.41%) Business Intelligence
4 19 (27.94%) Machine Learning
5 17 (25.00%) Agile Software Development
6 14 (20.59%) Database Optimisation
6 14 (20.59%) Performance Tuning
6 14 (20.59%) Scrum
7 13 (19.12%) Statistical Analysis
8 11 (16.18%) SDLC
9 10 (14.71%) Data Management
10 9 (13.24%) Dimensional Modelling
11 8 (11.76%) Data Analytics
11 8 (11.76%) Data Transformation
12 7 (10.29%) Statistical Modelling
13 6 (8.82%) Fraud Detection
14 4 (5.88%) Data Visualisation
15 3 (4.41%) Continuous Integration
15 3 (4.41%) DevOps
15 3 (4.41%) Logistic Regression
Programming Languages
1 28 (41.18%) SQL
2 22 (32.35%) Python
3 19 (27.94%) R
4 10 (14.71%) C++
5 6 (8.82%) MATLAB
6 5 (7.35%) Java
6 5 (7.35%) PHP
6 5 (7.35%) Scala
7 2 (2.94%) JavaScript
7 2 (2.94%) Ruby
7 2 (2.94%) VBA
8 1 (1.47%) Shell Script
Qualifications
1 25 (36.76%) Degree
2 2 (2.94%) PhD
3 1 (1.47%) DV Cleared
3 1 (1.47%) Security Cleared
Quality Assurance & Compliance
1 14 (20.59%) Data Quality
2 3 (4.41%) QA
3 1 (1.47%) SLA
Systems Management
1 3 (4.41%) Ansible
1 3 (4.41%) Nagios
1 3 (4.41%) Opscode Chef
1 3 (4.41%) ZABBIX
Vendors
1 22 (32.35%) Netezza
2 8 (11.76%) Oracle
2 8 (11.76%) Sybase
2 8 (11.76%) Teradata
3 3 (4.41%) Google
3 3 (4.41%) New Relic
4 1 (1.47%) Alteryx
4 1 (1.47%) Cloudera
4 1 (1.47%) Cognos
4 1 (1.47%) Hortonworks
4 1 (1.47%) Microsoft
4 1 (1.47%) SAP
4 1 (1.47%) Tableau
London
Parallel Consulting
Rate: Competitive (based on experience)
Posted: 5 days ago
Manchester, Lancashire
Rullion IT Plus
Rate: £700 - £850 per day + 2 days home
Posted: 4 days ago
Blackpool, Lancashire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 3 days ago
Richmond, Surrey
EYC Symphony
Rate: From £350 to £500 per day
Posted: 6 days ago
London
People Source Consulting
Rate: £420 - £520 per day
Posted: 10 days ago
Blackpool, Lancashire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 6 days ago