The table below looks at the statistics for Predictive Analytics 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 Analytics over the 3 months to 28 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
28 Aug 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 422 417 420
Rank change year-on-year
-5 +3
Contract jobs citing Predictive Analytics 15 17 14
As % of all contract IT jobs located in London 0.066% 0.072% 0.058%
As % of the Processes & Methodologies category 0.077% 0.087% 0.071%
Number of daily rates quoted 13 16 12
Median daily rate £450 £500 £625
Median daily rate % change year-on-year
-10.00% -20.00%
90% offered a daily rate of more than £326 £360 £226
10% offered a daily rate of more than £545 £650 £745
UK excluding London median daily rate £750 £403 £400
% change year-on-year
+86.33% +0.62%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £125.00
UK excluding London median hourly rate - £18.68 £20.00
% change year-on-year
- -6.60%
Predictive Analytics
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
19487 19445 19805
As % of all contract IT jobs located in London 85.78% 82.40% 81.53%
Number of daily rates quoted 13983 13860 13790
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 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 170 219 235
Median hourly rate £23.50 £22.00 £21.50
Median hourly rate % change year-on-year
+6.81% +2.32%
90% offered a hourly rate of more than £12.50 £13.30 £13.50
10% offered a hourly rate of more than £55.00 £60.00 £45.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

Predictive Analytics
Jobs Demand Trend in London

The demand trend of contract jobs across the 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 London

Predictive Analytics
Daily Rate Trend in London

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

Predictive Analytics Daily Rate Trend in London

Predictive Analytics
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Analytics across the London region over the 3 months to 28 August 2016.

Predictive Analytics Daily Rate Histogram in London

Predictive Analytics
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Predictive Analytics across the London region.

Predictive Analytics Hourly Rate Trend in London

Predictive Analytics
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 Analytics within the London region over the 3 months to 28 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 +33 1 £450 -35.71%
Romford - 1 £430 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 28 August 2016, 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 London region with a requirement for Predictive Analytics.

1 49 (100.00%) Analytics
2 21 (42.86%) Business Intelligence
3 20 (40.82%) Python
4 19 (38.78%) R
5 18 (36.73%) Machine Learning
5 18 (36.73%) Big Data
6 17 (34.69%) SAS
7 16 (32.65%) Analytical Skills
8 14 (28.57%) Data Warehouse
9 13 (26.53%) Data Management
9 13 (26.53%) SQL Server Integration Services
10 12 (24.49%) SQL
10 12 (24.49%) Visualisation
11 11 (22.45%) Hadoop
12 10 (20.41%) Master Data Management
12 10 (20.41%) Data Modelling
12 10 (20.41%) ETL
12 10 (20.41%) Mathematics
12 10 (20.41%) Finance
13 9 (18.37%) Degree
13 9 (18.37%) SQL Server
13 9 (18.37%) Security Cleared
14 8 (16.33%) Data Architecture
14 8 (16.33%) SPSS
14 8 (16.33%) Computer Science
15 7 (14.29%) Physics
15 7 (14.29%) Credit Risk
15 7 (14.29%) Programme Management
15 7 (14.29%) MATLAB
15 7 (14.29%) Data Transformation

Predictive Analytics
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 17 (34.69%) SAS
2 6 (12.24%) Apache Spark
3 3 (6.12%) Apache Pig
4 2 (4.08%) SharePoint
5 1 (2.04%) Apache
5 1 (2.04%) IPython
Applications
1 8 (16.33%) SPSS
2 6 (12.24%) MS Excel
3 5 (10.20%) CPLEX
4 1 (2.04%) Spreadsheet
Business Applications
1 1 (2.04%) Hyperion Planning
Cloud Services
1 2 (4.08%) Amazon AWS
1 2 (4.08%) Microsoft Azure
2 1 (2.04%) Azure Machine Learning
2 1 (2.04%) Data Lake Analytics
2 1 (2.04%) IaaS
2 1 (2.04%) PaaS
Database & Business Intelligence
1 18 (36.73%) Big Data
2 14 (28.57%) Data Warehouse
3 13 (26.53%) SQL Server Integration Services
4 11 (22.45%) Hadoop
5 9 (18.37%) SQL Server
6 6 (12.24%) Power BI
7 4 (8.16%) Apache Hive
7 4 (8.16%) Relational Database
8 3 (6.12%) OLAP
8 3 (6.12%) SQL Server Analysis Services
8 3 (6.12%) SQL Server Reporting Services
9 2 (4.08%) Data Mining
9 2 (4.08%) MySQL
9 2 (4.08%) PowerPivot
9 2 (4.08%) QlikView
10 1 (2.04%) Amazon Redshift
10 1 (2.04%) Hyperion Smart View
10 1 (2.04%) Neo4j
10 1 (2.04%) Oracle ODI
10 1 (2.04%) SQL Server 2012
Development Applications
1 1 (2.04%) Visual Studio
1 1 (2.04%) Visual Studio Tools for Office
General
1 10 (20.41%) Finance
2 6 (12.24%) Banking
3 4 (8.16%) Marketing
4 1 (2.04%) Back Office
4 1 (2.04%) Games
Job Titles
1 10 (20.41%) Data Scientist
1 10 (20.41%) Developer
2 9 (18.37%) Architect
3 8 (16.33%) Data Architect
4 6 (12.24%) Python Developer
5 5 (10.20%) Consultant
6 4 (8.16%) Analyst
6 4 (8.16%) MATLAB Developer
7 3 (6.12%) Analytics Consultant
7 3 (6.12%) Data Warehouse Developer
7 3 (6.12%) Machine Learning Scientist
7 3 (6.12%) R Developer
7 3 (6.12%) Senior Architect
7 3 (6.12%) Senior Data Architect
7 3 (6.12%) Senior Developer
7 3 (6.12%) SQL Developer
7 3 (6.12%) SSIS Developer
8 2 (4.08%) Enterprise Data Architect
8 2 (4.08%) Finance Modeller
8 2 (4.08%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 4 (8.16%) .NET
2 3 (6.12%) NumPy
2 3 (6.12%) Pandas
2 3 (6.12%) scikit-learn
2 3 (6.12%) SciPy
3 2 (4.08%) D3.js
4 1 (2.04%) AngularJS
4 1 (2.04%) Apache Thrift
4 1 (2.04%) Django
4 1 (2.04%) HTML
4 1 (2.04%) HTML5
4 1 (2.04%) Leaflet
4 1 (2.04%) Node.js
4 1 (2.04%) ODBC
4 1 (2.04%) RESTful
Miscellaneous
1 16 (32.65%) Analytical Skills
2 12 (24.49%) Visualisation
3 10 (20.41%) Mathematics
4 8 (16.33%) Computer Science
5 7 (14.29%) Credit Risk
5 7 (14.29%) Physics
6 5 (10.20%) Artificial Intelligence
6 5 (10.20%) Statistics
7 4 (8.16%) Psychology
8 3 (6.12%) Algorithms
8 3 (6.12%) Data Extraction
8 3 (6.12%) Data Structures
8 3 (6.12%) Management Information System
8 3 (6.12%) User Experience
9 1 (2.04%) Biometrics
9 1 (2.04%) Blockchain
9 1 (2.04%) Data Centre
9 1 (2.04%) Fintech
9 1 (2.04%) Mobile App
9 1 (2.04%) Virtual Team
Operating Systems
1 1 (2.04%) Linux
Processes & Methodologies
1 49 (100.00%) Analytics
2 21 (42.86%) Business Intelligence
3 18 (36.73%) Machine Learning
4 13 (26.53%) Data Management
5 10 (20.41%) Data Modelling
5 10 (20.41%) ETL
5 10 (20.41%) Master Data Management
6 8 (16.33%) Data Architecture
7 7 (14.29%) Data Transformation
7 7 (14.29%) Programme Management
8 6 (12.24%) Open Source
8 6 (12.24%) Statistical Modelling
9 5 (10.20%) Agile Software Development
9 5 (10.20%) Business Analytics
9 5 (10.20%) Credit Risk Modelling
9 5 (10.20%) Data Governance
9 5 (10.20%) Dimensional Modelling
10 4 (8.16%) Data Acquisition
10 4 (8.16%) Kimball Methodology
10 4 (8.16%) Scrum
Programming Languages
1 20 (40.82%) Python
2 19 (38.78%) R
3 12 (24.49%) SQL
4 7 (14.29%) MATLAB
5 4 (8.16%) T-SQL
5 4 (8.16%) VBA
6 3 (6.12%) Java
6 3 (6.12%) JavaScript
6 3 (6.12%) Scala
7 2 (4.08%) C#
8 1 (2.04%) C
8 1 (2.04%) Data Analysis Expressions (DAX)
8 1 (2.04%) TypeScript
Qualifications
1 9 (18.37%) Degree
1 9 (18.37%) Security Cleared
2 6 (12.24%) PhD
3 5 (10.20%) SC Cleared
4 2 (4.08%) BPSS Clearance
4 2 (4.08%) DV Cleared
5 1 (2.04%) DBS Check
Quality Assurance & Compliance
1 6 (12.24%) Data Quality
2 3 (6.12%) Disclosure Scotland
3 2 (4.08%) QA
System Software
1 1 (2.04%) Apache Flume
1 1 (2.04%) Virtual Machines
Systems Management
1 1 (2.04%) Oozie
Vendors
1 5 (10.20%) ILOG
1 5 (10.20%) Microsoft
1 5 (10.20%) Oracle
2 3 (6.12%) Tableau
3 1 (2.04%) Alteryx
3 1 (2.04%) Hyperion
3 1 (2.04%) IBM
3 1 (2.04%) Informatica
3 1 (2.04%) SAP
3 1 (2.04%) Sybase