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 contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 24 August 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
24 Aug 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 400 436 405
Rank change year-on-year
+36 -31
Contract jobs citing Predictive Modelling 45 14 15
As % of all contract IT jobs located in London 0.19% 0.059% 0.063%
As % of the Processes & Methodologies category 0.23% 0.072% 0.077%
Number of daily rates quoted 37 11 11
Median daily rate £450 £300 £425
Median daily rate % change year-on-year
+50.00% -29.41%
90% offered a daily rate of more than £375 £295 £213
10% offered a daily rate of more than £475 £475 £575
UK excluding London median daily rate £425 £425 £313
% change year-on-year
- +36.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median 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
19792 19510 19407
As % of all contract IT jobs located in London 85.69% 82.15% 81.42%
Number of daily rates quoted 14234 13880 13516
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £395 £375
% change year-on-year
+1.26% +5.33%
Number of hourly rates quoted 168 223 232
Median hourly rate £25.69 £22.12 £21.50
Median hourly rate % change year-on-year
+16.16% +2.86%
90% offered a hourly rate of more than £12.50 £13.23 £13.50
10% offered a hourly rate of more than £55.00 £60.00 £45.00
UK excluding London median hourly rate £30.50 £32.50 £25.75
% change year-on-year
-6.15% +26.21%

Predictive Modelling
Jobs Demand Trend in London

The demand trend of contract jobs across the London 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 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 24 August 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 median contractor rates quoted in IT jobs citing Predictive Modelling within the London region over the 3 months to 24 August 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
City of London +50 21 £450 -9.31%
Hammersmith - 3 £375 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 24 August 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 London region with a requirement for Predictive Modelling.

1 47 (63.51%) Analytics
2 45 (60.81%) Data Modelling
3 40 (54.05%) Data Warehouse
4 39 (52.70%) SQL
4 39 (52.70%) Netezza
5 29 (39.19%) Agile Software Development
6 27 (36.49%) Degree
7 26 (35.14%) Scrum
7 26 (35.14%) Python
7 26 (35.14%) Performance Tuning
7 26 (35.14%) Database Optimisation
8 22 (29.73%) Business Intelligence
8 22 (29.73%) R
9 18 (24.32%) Oracle
9 18 (24.32%) SAS
10 17 (22.97%) Data Quality
10 17 (22.97%) Analytical Skills
11 16 (21.62%) Relational Database
11 16 (21.62%) SDLC
12 15 (20.27%) NoSQL
13 14 (18.92%) Finance
13 14 (18.92%) Data Management
13 14 (18.92%) Dimensional Modelling
14 13 (17.57%) Sybase
14 13 (17.57%) DB2
14 13 (17.57%) C++
15 12 (16.22%) Teradata
15 12 (16.22%) Retail
15 12 (16.22%) Marketing
15 12 (16.22%) Machine Learning

Predictive Modelling
Top Related IT Skills in London 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 18 (24.32%) SAS
2 3 (4.05%) Apache Spark
3 1 (1.35%) Apache
3 1 (1.35%) Apache Pig
3 1 (1.35%) SharePoint
Applications
1 3 (4.05%) MS Excel
1 3 (4.05%) MS Office
2 2 (2.70%) SPSS
3 1 (1.35%) MS PowerPoint
3 1 (1.35%) Spreadsheet
3 1 (1.35%) Stata
Business Applications
1 1 (1.35%) SAP Oil and Gas
Cloud Services
1 5 (6.76%) Amazon AWS
2 2 (2.70%) Google Analytics
2 2 (2.70%) Heroku
2 2 (2.70%) Microsoft Azure
3 1 (1.35%) Google Cloud Platform
3 1 (1.35%) Slack
Database & Business Intelligence
1 40 (54.05%) Data Warehouse
2 16 (21.62%) Relational Database
3 15 (20.27%) NoSQL
4 13 (17.57%) DB2
5 10 (13.51%) Big Data
6 9 (12.16%) Data Mining
7 3 (4.05%) Amazon Redshift
7 3 (4.05%) Apache Hive
8 2 (2.70%) Hadoop
8 2 (2.70%) Mixpanel
8 2 (2.70%) MongoDB
8 2 (2.70%) MySQL
8 2 (2.70%) PostgreSQL
8 2 (2.70%) Power BI
8 2 (2.70%) PowerPivot
9 1 (1.35%) Spotfire
9 1 (1.35%) SQL Server
9 1 (1.35%) SQL Server Integration Services
9 1 (1.35%) SQL Server Reporting Services
9 1 (1.35%) Text Mining
Development Applications
1 3 (4.05%) Ant
1 3 (4.05%) GoCD
1 3 (4.05%) Jenkins
1 3 (4.05%) Maven
1 3 (4.05%) SonarQube
2 2 (2.70%) Git (software)
General
1 14 (18.92%) Finance
2 12 (16.22%) Marketing
2 12 (16.22%) Retail
3 3 (4.05%) Financial Institution
3 3 (4.05%) Games
4 2 (2.70%) Advertising
5 1 (1.35%) Banking
5 1 (1.35%) Electronics
5 1 (1.35%) Local Government
5 1 (1.35%) Manufacturing
5 1 (1.35%) Telecoms
Job Titles
1 29 (39.19%) Analyst
1 29 (39.19%) Developer
2 23 (31.08%) Data Analyst
3 18 (24.32%) Agile Developer
4 10 (13.51%) SQL Analyst
5 8 (10.81%) Data Scientist
5 8 (10.81%) SQL Data Analyst
6 4 (5.41%) Insight Analyst
6 4 (5.41%) SAS Analyst
6 4 (5.41%) Senior Analyst
7 3 (4.05%) Oracle Developer
8 2 (2.70%) Analytics Developer
8 2 (2.70%) Business Intelligence Manager
8 2 (2.70%) Customer Analyst
8 2 (2.70%) Customer Insight Analyst
8 2 (2.70%) Data Insight Analyst
8 2 (2.70%) Finance Modeller
8 2 (2.70%) Full Stack Developer
8 2 (2.70%) Insight Data Analyst
8 2 (2.70%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 2 (2.70%) .NET
1 2 (2.70%) .NET Framework
1 2 (2.70%) AngularJS
1 2 (2.70%) CSS
1 2 (2.70%) CSS3
1 2 (2.70%) hapi
1 2 (2.70%) HTML
1 2 (2.70%) HTML5
1 2 (2.70%) Matplotlib
1 2 (2.70%) Node.js
1 2 (2.70%) Pandas
1 2 (2.70%) React
1 2 (2.70%) RESTful
2 1 (1.35%) Natural Language Processing
Miscellaneous
1 17 (22.97%) Analytical Skills
2 11 (14.86%) Data Structures
3 7 (9.46%) Statistics
4 5 (6.76%) Algorithms
4 5 (6.76%) Visualisation
5 4 (5.41%) Computer Science
6 3 (4.05%) Mathematics
6 3 (4.05%) User Experience
7 2 (2.70%) FMCG
7 2 (2.70%) Minimum Viable Product
7 2 (2.70%) Physics
8 1 (1.35%) Data Integration
8 1 (1.35%) Fintech
Operating Systems
1 1 (1.35%) Unix
Processes & Methodologies
1 47 (63.51%) Analytics
2 45 (60.81%) Data Modelling
3 29 (39.19%) Agile Software Development
4 26 (35.14%) Database Optimisation
4 26 (35.14%) Performance Tuning
4 26 (35.14%) Scrum
5 22 (29.73%) Business Intelligence
6 16 (21.62%) SDLC
7 14 (18.92%) Data Management
7 14 (18.92%) Dimensional Modelling
8 12 (16.22%) Data Analytics
8 12 (16.22%) Data Transformation
8 12 (16.22%) Machine Learning
9 9 (12.16%) Data Analysis
10 8 (10.81%) Customer Insight
10 8 (10.81%) Statistical Analysis
11 4 (5.41%) Data Visualisation
12 3 (4.05%) DevOps
12 3 (4.05%) Operations Research
12 3 (4.05%) Predictive Analytics
Programming Languages
1 39 (52.70%) SQL
2 26 (35.14%) Python
3 22 (29.73%) R
4 13 (17.57%) C++
5 7 (9.46%) VBA
6 5 (6.76%) PHP
7 2 (2.70%) Java
7 2 (2.70%) JavaScript
7 2 (2.70%) MATLAB
7 2 (2.70%) Ruby
7 2 (2.70%) Scala
8 1 (1.35%) Data Analysis Expressions (DAX)
8 1 (1.35%) PL/SQL
8 1 (1.35%) Shell Script
Qualifications
1 27 (36.49%) Degree
2 2 (2.70%) PhD
2 2 (2.70%) Security Cleared
3 1 (1.35%) BPSS Clearance
3 1 (1.35%) DV Cleared
Quality Assurance & Compliance
1 17 (22.97%) Data Quality
2 9 (12.16%) QA
3 1 (1.35%) Disclosure Scotland
Systems Management
1 3 (4.05%) Ansible
1 3 (4.05%) Nagios
1 3 (4.05%) Opscode Chef
1 3 (4.05%) ZABBIX
Vendors
1 39 (52.70%) Netezza
2 18 (24.32%) Oracle
3 13 (17.57%) Sybase
4 12 (16.22%) Teradata
5 4 (5.41%) Microsoft
6 3 (4.05%) Google
6 3 (4.05%) New Relic
7 2 (2.70%) Tableau
8 1 (1.35%) MicroStrategy
8 1 (1.35%) SAP