The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the London region. Included is a guide to the average contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 30 April 2016 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.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 401 407 394
Rank change year-on-year
+6 -13
Contract jobs citing Predictive Modelling 31 20 42
As % of all contract IT jobs located in London 0.13% 0.089% 0.18%
As % of the Processes & Methodologies category 0.16% 0.11% 0.22%
Number of daily rates quoted 30 15 24
Average daily rate £450 £450 £450
90% offered a daily rate of more than £435 £400 £400
10% offered a daily rate of more than £603 £680 £500
UK excluding London average daily rate £450 £375 £438
% change year-on-year
+20.00% -14.28%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -
Predictive Modelling
England

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
19264 18102 18798
As % of all contract IT jobs located in London 83.69% 80.71% 80.55%
Number of daily rates quoted 13994 12630 13342
Average daily rate £475 £450 £425
Average daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 170 263 230
Average hourly rate £22.00 £20.41 £24.00
Average hourly rate % change year-on-year
+7.81% -14.97%
90% offered a hourly rate of more than £12.96 £11.00 £13.00
10% offered a hourly rate of more than £52.10 £55.00 £57.50
UK excluding London average hourly rate £36.00 £30.75 £31.50
% change year-on-year
+17.07% -2.38%

Predictive Modelling
Jobs Demand Trend in London

This chart provides a 3-month moving total of IT contractor jobs citing Predictive Modelling across the London region as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in London

Predictive Modelling
Daily Rate Trend in London

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

Predictive Modelling Daily Rate Trend in London

Predictive Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the London region over the 3 months to 30 April 2016.

Predictive Modelling Daily Rate Histogram in London

Predictive Modelling
Contract Job Locations in London

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 London region over the 3 months to 30 April 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
(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
City of London +41 6 £450 -10.00% 3
Croydon - 1 £300 -
Hammersmith - 1 £388 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 30 April 2016, IT contractor jobs across the London 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 29 (51.79%) Analytics
2 24 (42.86%) Python
2 24 (42.86%) Business Intelligence
3 23 (41.07%) Data Modelling
3 23 (41.07%) SQL
4 22 (39.29%) R
5 20 (35.71%) Machine Learning
6 19 (33.93%) Degree
7 18 (32.14%) Data Mining
7 18 (32.14%) Analytical Skills
8 17 (30.36%) Big Data
9 16 (28.57%) Data Warehouse
10 15 (26.79%) Netezza
11 14 (25.00%) Relational Database
12 13 (23.21%) Tableau
12 13 (23.21%) Statistics
12 13 (23.21%) Finance
12 13 (23.21%) C++
13 12 (21.43%) Visualisation
13 12 (21.43%) Apache Hive
13 12 (21.43%) Data Quality
14 11 (19.64%) NoSQL
14 11 (19.64%) SDLC
14 11 (19.64%) Agile Software Development
14 11 (19.64%) Data Management
15 10 (17.86%) Computer Science
15 10 (17.86%) Statistical Analysis
15 10 (17.86%) Retail
15 10 (17.86%) Data Analytics
16 9 (16.07%) Data Visualisation

Predictive Modelling
Top Related IT Skills in London by Category

For the 6 months to 30 April 2016, IT contractor jobs across the London 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 9 (16.07%) Apache Spark
1 9 (16.07%) SAS
2 7 (12.50%) Apache Pig
3 2 (3.57%) Apache
3 2 (3.57%) Node.js
Applications
1 7 (12.50%) SPSS
2 1 (1.79%) MS PowerPoint
2 1 (1.79%) Stata
Cloud Services
1 2 (3.57%) Amazon AWS
Communications & Networking
1 2 (3.57%) HTTP
1 2 (3.57%) Internet
1 2 (3.57%) SSL
1 2 (3.57%) TCP/IP
Database & Business Intelligence
1 18 (32.14%) Data Mining
2 17 (30.36%) Big Data
3 16 (28.57%) Data Warehouse
4 14 (25.00%) Relational Database
5 12 (21.43%) Apache Hive
6 11 (19.64%) NoSQL
7 9 (16.07%) QlikView
8 7 (12.50%) DB2
8 7 (12.50%) Hadoop
8 7 (12.50%) Text Mining
9 2 (3.57%) Amazon Redshift
9 2 (3.57%) Apache Cassandra
9 2 (3.57%) Base SAS
9 2 (3.57%) CouchDB
9 2 (3.57%) HBase
9 2 (3.57%) MySQL
9 2 (3.57%) Oracle Database
9 2 (3.57%) Star Schema
10 1 (1.79%) BusinessObjects
Development Applications
1 4 (7.14%) Ant
1 4 (7.14%) Jenkins
1 4 (7.14%) Maven
2 2 (3.57%) Eclipse
2 2 (3.57%) Git (software)
2 2 (3.57%) Gradle
2 2 (3.57%) Hudson
2 2 (3.57%) IntelliJ
2 2 (3.57%) JIRA
2 2 (3.57%) SonarQube
2 2 (3.57%) Sonatype Nexus
2 2 (3.57%) Subversion
2 2 (3.57%) TeamCity
General
1 13 (23.21%) Finance
2 10 (17.86%) Retail
3 9 (16.07%) Marketing
4 5 (8.93%) Games
5 4 (7.14%) Banking
5 4 (7.14%) Local Government
5 4 (7.14%) Retail Banking
6 1 (1.79%) Advertising
Job Titles
1 15 (26.79%) Analyst
2 14 (25.00%) Data Scientist
3 12 (21.43%) Developer
4 10 (17.86%) Data Analyst
5 6 (10.71%) SQL Analyst
6 4 (7.14%) Agile Developer
6 4 (7.14%) Analytics Manager
6 4 (7.14%) SQL Data Analyst
7 3 (5.36%) Business Analyst
7 3 (5.36%) Business Intelligence Manager
7 3 (5.36%) Data Analysis Manager
7 3 (5.36%) Pricing Manager
7 3 (5.36%) Report Manager
8 2 (3.57%) Business Manager
8 2 (3.57%) Data Consultant
8 2 (3.57%) Java Developer
8 2 (3.57%) Marketing Analyst
8 2 (3.57%) SAS Marketing Analyst
8 2 (3.57%) SQL Developer
8 2 (3.57%) XML Developer
Libraries, Frameworks & Software Standards
1 5 (8.93%) .NET
1 5 (8.93%) Natural Language Processing
2 4 (7.14%) scikit-learn
2 4 (7.14%) SciPy
3 2 (3.57%) D3.js
3 2 (3.57%) Hibernate
3 2 (3.57%) J2EE
3 2 (3.57%) JPA
3 2 (3.57%) jQuery
3 2 (3.57%) JSF
3 2 (3.57%) JSON
3 2 (3.57%) RESTful
3 2 (3.57%) Ruby on Rails
3 2 (3.57%) Spring
3 2 (3.57%) Spring MVC
3 2 (3.57%) Struts
3 2 (3.57%) Struts2
3 2 (3.57%) Web Services
3 2 (3.57%) XML
Miscellaneous
1 18 (32.14%) Analytical Skills
2 13 (23.21%) Statistics
3 12 (21.43%) Visualisation
4 10 (17.86%) Computer Science
5 8 (14.29%) Mathematics
6 6 (10.71%) Data Structures
7 5 (8.93%) Neural Network
8 4 (7.14%) Social Network
9 2 (3.57%) Algorithms
9 2 (3.57%) Enterprise Software
10 1 (1.79%) Credit Risk
10 1 (1.79%) Data Integration
10 1 (1.79%) Fintech
Operating Systems
1 2 (3.57%) Linux
1 2 (3.57%) Mac OS X
2 1 (1.79%) Unix
Processes & Methodologies
1 29 (51.79%) Analytics
2 24 (42.86%) Business Intelligence
3 23 (41.07%) Data Modelling
4 20 (35.71%) Machine Learning
5 11 (19.64%) Agile Software Development
5 11 (19.64%) Data Management
5 11 (19.64%) SDLC
6 10 (17.86%) Data Analytics
6 10 (17.86%) Statistical Analysis
7 9 (16.07%) Data Visualisation
7 9 (16.07%) Dimensional Modelling
8 8 (14.29%) Database Optimisation
8 8 (14.29%) Operations Research
8 8 (14.29%) Performance Tuning
8 8 (14.29%) Scrum
8 8 (14.29%) Statistical Modelling
9 6 (10.71%) Data Transformation
10 5 (8.93%) Fraud Detection
11 4 (7.14%) Deep Learning
11 4 (7.14%) Kalman Filter
Programming Languages
1 24 (42.86%) Python
2 23 (41.07%) SQL
3 22 (39.29%) R
4 13 (23.21%) C++
5 9 (16.07%) Java
6 6 (10.71%) MATLAB
6 6 (10.71%) Scala
7 4 (7.14%) PHP
8 3 (5.36%) Shell Script
9 2 (3.57%) JavaScript
9 2 (3.57%) Ruby
10 1 (1.79%) VBA
Qualifications
1 19 (33.93%) Degree
2 5 (8.93%) PhD
Quality Assurance & Compliance
1 12 (21.43%) Data Quality
2 1 (1.79%) QA
Systems Management
1 2 (3.57%) Ansible
1 2 (3.57%) Nagios
1 2 (3.57%) Opscode Chef
1 2 (3.57%) ZABBIX
Vendors
1 15 (26.79%) Netezza
2 13 (23.21%) Tableau
3 9 (16.07%) Oracle
4 7 (12.50%) Sybase
4 7 (12.50%) Teradata
5 6 (10.71%) Alteryx
6 2 (3.57%) Cloudera
6 2 (3.57%) Hortonworks
6 2 (3.57%) New Relic
7 1 (1.79%) Cognos