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 23 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
23 Jul 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 607 626 601
Rank change year-on-year
+19 -25
Contract jobs citing Predictive Modelling 37 18 26
As % of all contract IT jobs located in the UK 0.068% 0.032% 0.049%
As % of the Processes & Methodologies category 0.083% 0.040% 0.062%
Number of daily rates quoted 30 13 16
Median daily rate £450 £325 £325
Median daily rate % change year-on-year
+38.46% -
90% offered a daily rate of more than £375 £295 £211
10% offered a daily rate of more than £625 £515 £465
UK excluding London median daily rate £525 £343 £313
% change year-on-year
+53.28% +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
44752 45442 41756
As % of all contract IT jobs located in the UK 82.70% 79.80% 78.61%
Number of daily rates quoted 29560 29386 25936
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 £295 £285 £275
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1039 1183 1176
Median hourly rate £28.50 £27.50 £26.00
Median hourly rate % change year-on-year
+3.63% +5.76%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.17 £47.50
UK excluding London median hourly rate £28.50 £30.00 £27.50
% change year-on-year
-5.00% +9.09%

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 23 July 2016.

Predictive Modelling Daily Rate Histogram in the UK

Predictive Modelling
Top 17 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 23 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
England -3 37 £450 +38.46% 18
London +11 28 £450 +50.00% 12
City of London +50 12 £450 -18.18% 6
North West - 4 £425 - 1
Lancashire - 2 £425 -
Blackpool - 2 £425 -
Northampton - 1 - -
Burton-upon-Trent - 1 £275 -
Northamptonshire - 1 - -
Liverpool - 1 - - 1
Manchester - 1 - -
Merseyside - 1 - - 1
Staffordshire - 1 £275 -
East Midlands - 1 - -
West Midlands - 1 £275 -
Croydon - 1 £300 -
Hammersmith - 1 £375 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 23 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 with a requirement for Predictive Modelling.

1 46 (61.33%) Analytics
2 32 (42.67%) SQL
3 30 (40.00%) Data Modelling
4 28 (37.33%) Data Warehouse
5 26 (34.67%) Netezza
6 24 (32.00%) Degree
6 24 (32.00%) Analytical Skills
7 21 (28.00%) SAS
7 21 (28.00%) Python
8 20 (26.67%) Business Intelligence
8 20 (26.67%) Finance
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 Mining
12 13 (17.33%) Data Quality
13 11 (14.67%) SDLC
13 11 (14.67%) Relational Database
13 11 (14.67%) Statistical Analysis
14 10 (13.33%) Retail
14 10 (13.33%) Data Management
14 10 (13.33%) Data Analytics
14 10 (13.33%) NoSQL
15 9 (12.00%) Marketing
15 9 (12.00%) C++
16 8 (10.67%) Oracle

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 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%) 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 20 (26.67%) Finance
2 10 (13.33%) Retail
3 9 (12.00%) Marketing
4 6 (8.00%) 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 23 (30.67%) Analyst
2 22 (29.33%) Developer
3 14 (18.67%) Data Analyst
4 13 (17.33%) Agile Developer
4 13 (17.33%) Data Scientist
5 6 (8.00%) Senior Analyst
5 6 (8.00%) SQL Analyst
6 5 (6.67%) Analytics Consultant
6 5 (6.67%) Consultant
7 3 (4.00%) Business Intelligence Manager
7 3 (4.00%) SQL Data Analyst
8 2 (2.67%) Business Intelligence Analyst
8 2 (2.67%) Data Consultant
8 2 (2.67%) Full Stack Developer
8 2 (2.67%) Machine Learning Scientist
8 2 (2.67%) Risk Manager
8 2 (2.67%) SAS Analyst
8 2 (2.67%) SAS Modeller
9 1 (1.33%) Business Manager
9 1 (1.33%) Senior Risk Analyst
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 24 (32.00%) Analytical Skills
2 7 (9.33%) Algorithms
3 6 (8.00%) Computer Science
3 6 (8.00%) Data Structures
3 6 (8.00%) Statistics
4 4 (5.33%) Credit Risk
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%) 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%) Fintech
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 46 (61.33%) 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 11 (14.67%) SDLC
5 11 (14.67%) Statistical Analysis
6 10 (13.33%) Data Analytics
6 10 (13.33%) Data Management
7 8 (10.67%) Data Transformation
7 8 (10.67%) Dimensional Modelling
8 5 (6.67%) Data Analysis
8 5 (6.67%) Fraud Detection
8 5 (6.67%) Statistical Modelling
9 4 (5.33%) Benchmarking
10 3 (4.00%) Logistic Regression
10 3 (4.00%) Stakeholder Management
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 2 (2.67%) JavaScript
7 2 (2.67%) Ruby
7 2 (2.67%) VBA
8 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 5 (6.67%) 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
Salt
Rate: £50000 - £55000 per annum + Excellent Benefits Package
Posted: 4 days ago