The table below looks at the statistics for Predictive Analytics skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Analytics over the 3 months to 19 February 2017 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
19 Feb 2017
Same period 2016 Same period 2015
Predictive Analytics
London / City of London
Rank 141 152 179
Rank change year-on-year
+11 +27
Contract jobs citing Predictive Analytics 5 2 11
As % of all contract IT jobs located in the City of London 0.17% 0.063% 0.21%
As % of the Processes & Methodologies category 0.20% 0.073% 0.26%
Number of daily rates quoted 4 2 11
Median daily rate £506 £275 £600
Median daily rate % change year-on-year
+84.09% -54.16%
90% offered a daily rate of more than £343 £275 £422
10% offered a daily rate of more than £539 £275 £700
UK excluding London median daily rate £493 £425 £500
% change year-on-year
+15.88% -15.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £37.00

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2460 2748 4254
As % of all contract IT jobs located in the City of London 84.39% 86.14% 82.41%
Number of daily rates quoted 1942 2178 3326
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 14 31 33
Median hourly rate £21.75 £27.00 £23.50
Median hourly rate % change year-on-year
-19.44% +14.89%
90% offered a hourly rate of more than £13.50 £13.00 £13.25
10% offered a hourly rate of more than £80.00 £53.00 £45.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

Predictive Analytics
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Predictive Analytics as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in the City of London

Predictive Analytics
Daily Rate Trend in the City of London

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

Predictive Analytics Daily Rate Trend in the City of London

Predictive Analytics
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Analytics across the City of London region over the 3 months to 19 February 2017.

Predictive Analytics Daily Rate Histogram in the City of London

Predictive Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 19 February 2017, IT contractor jobs citing Predictive Analytics 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 City of London region with a requirement for Predictive Analytics.

1 8 (100.00%) Analytics
2 5 (62.50%) Python
2 5 (62.50%) Machine Learning
2 5 (62.50%) Big Data
3 4 (50.00%) Finance
3 4 (50.00%) R
4 3 (37.50%) Predictive Modelling
4 3 (37.50%) Business Intelligence
5 2 (25.00%) Java
5 2 (25.00%) SQL
5 2 (25.00%) Microsoft
5 2 (25.00%) Retail
5 2 (25.00%) Microsoft Azure
5 2 (25.00%) Natural Language Processing
5 2 (25.00%) Marketing
5 2 (25.00%) Hadoop
5 2 (25.00%) Computer Science
5 2 (25.00%) Telecoms
5 2 (25.00%) Analytical Skills
5 2 (25.00%) Apache Spark
6 1 (12.50%) Hadoop YARN
6 1 (12.50%) Performance Metrics
6 1 (12.50%) Software Delivery
6 1 (12.50%) Data Engineering
6 1 (12.50%) Power BI
6 1 (12.50%) Optimizely
6 1 (12.50%) Wireframes
6 1 (12.50%) Monetate
6 1 (12.50%) Data Visualisation
6 1 (12.50%) Apache Pig

Predictive Analytics
Top Related IT Skills in the City of 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 2 (25.00%) Apache Spark
2 1 (12.50%) Apache
2 1 (12.50%) Apache Pig
2 1 (12.50%) SharePoint
Applications
1 1 (12.50%) MS Excel
1 1 (12.50%) SPSS
Business Applications
1 1 (12.50%) SAP Oil and Gas
Cloud Services
1 2 (25.00%) Microsoft Azure
2 1 (12.50%) Amazon AWS
2 1 (12.50%) Google Analytics
Database & Business Intelligence
1 5 (62.50%) Big Data
2 2 (25.00%) Hadoop
3 1 (12.50%) Apache Cassandra
3 1 (12.50%) Apache Hive
3 1 (12.50%) Data Mining
3 1 (12.50%) Data Warehouse
3 1 (12.50%) MongoDB
3 1 (12.50%) NoSQL
3 1 (12.50%) Power BI
3 1 (12.50%) PowerPivot
3 1 (12.50%) QlikView
3 1 (12.50%) RDBMS
3 1 (12.50%) Relational Database
3 1 (12.50%) SQL Server Analysis Services
3 1 (12.50%) SQL Server Integration Services
3 1 (12.50%) SQL Server Reporting Services
3 1 (12.50%) Sqoop
3 1 (12.50%) Text Mining
Development Applications
1 1 (12.50%) Git (software)
1 1 (12.50%) Jenkins
1 1 (12.50%) JUnit
1 1 (12.50%) Subversion
1 1 (12.50%) Team Foundation Server
1 1 (12.50%) TeamCity
General
1 4 (50.00%) Finance
2 2 (25.00%) Marketing
2 2 (25.00%) Retail
2 2 (25.00%) Telecoms
3 1 (12.50%) Banking
3 1 (12.50%) Electronics
3 1 (12.50%) Games
3 1 (12.50%) Manufacturing
Job Titles
1 4 (50.00%) Data Scientist
2 1 (12.50%) Analyst
2 1 (12.50%) Analytics Consultant
2 1 (12.50%) Big Data Engineer
2 1 (12.50%) Business Intelligence Analyst
2 1 (12.50%) Consultant
2 1 (12.50%) Customer Analytics Consultant
2 1 (12.50%) Data Engineer
2 1 (12.50%) Developer
2 1 (12.50%) Process Engineer
2 1 (12.50%) Senior Data Engineer
2 1 (12.50%) Senior Data Scientist
2 1 (12.50%) Web Analytics Consultant
2 1 (12.50%) Web Consultant
Libraries, Frameworks & Software Standards
1 2 (25.00%) Natural Language Processing
Miscellaneous
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Computer Science
2 1 (12.50%) FMCG
2 1 (12.50%) Mathematics
2 1 (12.50%) Neural Network
2 1 (12.50%) Performance Metrics
2 1 (12.50%) Physics
2 1 (12.50%) Social Network
2 1 (12.50%) Statistics
2 1 (12.50%) User Experience
2 1 (12.50%) Visualisation
Processes & Methodologies
1 8 (100.00%) Analytics
2 5 (62.50%) Machine Learning
3 3 (37.50%) Business Intelligence
3 3 (37.50%) Predictive Modelling
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Continuous Integration
4 1 (12.50%) Data Governance
4 1 (12.50%) Data Management
4 1 (12.50%) Data Visualisation
4 1 (12.50%) Digital Marketing
4 1 (12.50%) Dimensional Modelling
4 1 (12.50%) E-Commerce
4 1 (12.50%) ETL
4 1 (12.50%) Information Architecture
4 1 (12.50%) MapReduce
4 1 (12.50%) Operations Research
4 1 (12.50%) Programme Management
4 1 (12.50%) Software Engineering
4 1 (12.50%) Stakeholder Management
4 1 (12.50%) Web Analytics
Programming Languages
1 5 (62.50%) Python
2 4 (50.00%) R
3 2 (25.00%) Java
3 2 (25.00%) SQL
4 1 (12.50%) Bash Shell
4 1 (12.50%) C#
4 1 (12.50%) C++
4 1 (12.50%) Data Analysis Expressions (DAX)
4 1 (12.50%) MATLAB
4 1 (12.50%) Scala
4 1 (12.50%) VBA
Qualifications
1 1 (12.50%) PhD
System Software
1 1 (12.50%) Apache Flume
1 1 (12.50%) HDFS
Systems Management
1 1 (12.50%) Hadoop YARN
Vendors
1 2 (25.00%) Microsoft
2 1 (12.50%) Adobe
2 1 (12.50%) Alteryx
2 1 (12.50%) Cloudera
2 1 (12.50%) Google
2 1 (12.50%) Hortonworks
2 1 (12.50%) MapR
2 1 (12.50%) Monetate
2 1 (12.50%) Optimizely
2 1 (12.50%) SAP
2 1 (12.50%) Tableau