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 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 415 428 424
Rank change year-on-year
+13 -4
Contract jobs citing Predictive Analytics 15 18 13
As % of all contract IT jobs located in London 0.066% 0.077% 0.053%
As % of the Processes & Methodologies category 0.076% 0.093% 0.065%
Number of daily rates quoted 13 18 12
Median daily rate £476 £525 £675
Median daily rate % change year-on-year
-9.42% -22.22%
90% offered a daily rate of more than £311 £386 £354
10% offered a daily rate of more than £565 £795 £748
UK excluding London median daily rate £750 £550 £400
% change year-on-year
+36.36% +37.50%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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
19623 19417 20021
As % of all contract IT jobs located in London 86.00% 83.37% 81.12%
Number of daily rates quoted 14060 13937 14217
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 £613 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 202 217 254
Median hourly rate £25.00 £22.00 £21.62
Median hourly rate % change year-on-year
+13.63% +1.75%
90% offered a hourly rate of more than £12.50 £13.10 £13.47
10% offered a hourly rate of more than £54.28 £55.30 £53.50
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

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 30 September 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 30 September 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 +15 1 £450 -28.00% 3
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 30 September 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 43 (100.00%) Analytics
2 21 (48.84%) Business Intelligence
3 18 (41.86%) Machine Learning
4 17 (39.53%) Big Data
5 16 (37.21%) Analytical Skills
6 15 (34.88%) Data Warehouse
6 15 (34.88%) Python
7 14 (32.56%) SAS
8 13 (30.23%) Data Management
8 13 (30.23%) R
9 12 (27.91%) Visualisation
9 12 (27.91%) Data Modelling
10 11 (25.58%) Finance
11 10 (23.26%) SQL
11 10 (23.26%) Hadoop
11 10 (23.26%) Master Data Management
12 9 (20.93%) SQL Server Integration Services
12 9 (20.93%) Degree
12 9 (20.93%) Security Cleared
13 8 (18.60%) Data Architecture
13 8 (18.60%) SQL Server
13 8 (18.60%) ETL
13 8 (18.60%) SPSS
14 7 (16.28%) Computer Science
14 7 (16.28%) Programme Management
14 7 (16.28%) Data Transformation
15 6 (13.95%) Statistical Modelling
15 6 (13.95%) Open Source
15 6 (13.95%) Power BI
15 6 (13.95%) MS Excel

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 14 (32.56%) SAS
2 5 (11.63%) Apache Spark
3 3 (6.98%) SharePoint
4 2 (4.65%) Apache Pig
5 1 (2.33%) Apache
Applications
1 8 (18.60%) SPSS
2 6 (13.95%) MS Excel
3 2 (4.65%) CPLEX
4 1 (2.33%) Spreadsheet
Business Applications
1 1 (2.33%) Hyperion Planning
Cloud Services
1 3 (6.98%) Amazon AWS
2 2 (4.65%) Microsoft Azure
3 1 (2.33%) Azure Machine Learning
3 1 (2.33%) Data Lake Analytics
3 1 (2.33%) IaaS
3 1 (2.33%) PaaS
Database & Business Intelligence
1 17 (39.53%) Big Data
2 15 (34.88%) Data Warehouse
3 10 (23.26%) Hadoop
4 9 (20.93%) SQL Server Integration Services
5 8 (18.60%) SQL Server
6 6 (13.95%) Power BI
7 5 (11.63%) Relational Database
8 4 (9.30%) OLAP
8 4 (9.30%) SQL Server Analysis Services
8 4 (9.30%) SQL Server Reporting Services
9 3 (6.98%) Apache Hive
9 3 (6.98%) BusinessObjects
9 3 (6.98%) Data Mining
10 2 (4.65%) Microsoft Analysis Services
10 2 (4.65%) MySQL
10 2 (4.65%) Neo4j
10 2 (4.65%) PowerPivot
10 2 (4.65%) QlikView
10 2 (4.65%) Star Schema
11 1 (2.33%) SQL Server 2012
Development Applications
1 1 (2.33%) Visual Studio
1 1 (2.33%) Visual Studio Tools for Office
General
1 11 (25.58%) Finance
2 3 (6.98%) Marketing
3 1 (2.33%) Back Office
3 1 (2.33%) Banking
3 1 (2.33%) Games
Job Titles
1 10 (23.26%) Architect
2 9 (20.93%) Data Scientist
3 8 (18.60%) Data Architect
3 8 (18.60%) Developer
4 5 (11.63%) Consultant
5 4 (9.30%) Python Developer
6 3 (6.98%) Analyst
6 3 (6.98%) Analytics Consultant
6 3 (6.98%) Data Warehouse Developer
6 3 (6.98%) Senior Architect
6 3 (6.98%) Senior Data Architect
6 3 (6.98%) Senior Developer
7 2 (4.65%) Business Intelligence Architect
7 2 (4.65%) Chief Architect
7 2 (4.65%) Chief Data Architect
7 2 (4.65%) Enterprise Architect
7 2 (4.65%) Enterprise Data Architect
7 2 (4.65%) Machine Learning Scientist
7 2 (4.65%) Senior Microsoft Developer
7 2 (4.65%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (9.30%) .NET
2 2 (4.65%) D3.js
2 2 (4.65%) NumPy
2 2 (4.65%) Pandas
2 2 (4.65%) scikit-learn
2 2 (4.65%) SciPy
3 1 (2.33%) AngularJS
3 1 (2.33%) Apache Thrift
3 1 (2.33%) Django
3 1 (2.33%) HTML
3 1 (2.33%) HTML5
3 1 (2.33%) Leaflet
3 1 (2.33%) Node.js
3 1 (2.33%) ODBC
3 1 (2.33%) RESTful
3 1 (2.33%) XML
Miscellaneous
1 16 (37.21%) Analytical Skills
2 12 (27.91%) Visualisation
3 7 (16.28%) Computer Science
4 4 (9.30%) Artificial Intelligence
4 4 (9.30%) Data Structures
4 4 (9.30%) Mathematics
4 4 (9.30%) Psychology
4 4 (9.30%) Statistics
5 3 (6.98%) Credit Risk
5 3 (6.98%) Data Extraction
5 3 (6.98%) Management Information System
5 3 (6.98%) Physics
5 3 (6.98%) User Experience
6 2 (4.65%) Algorithms
7 1 (2.33%) Blockchain
7 1 (2.33%) Data Centre
7 1 (2.33%) Fintech
7 1 (2.33%) FMCG
7 1 (2.33%) Mobile App
7 1 (2.33%) Virtual Team
Operating Systems
1 1 (2.33%) Linux
1 1 (2.33%) Unix
1 1 (2.33%) Windows
Processes & Methodologies
1 43 (100.00%) Analytics
2 21 (48.84%) Business Intelligence
3 18 (41.86%) Machine Learning
4 13 (30.23%) Data Management
5 12 (27.91%) Data Modelling
6 10 (23.26%) Master Data Management
7 8 (18.60%) Data Architecture
7 8 (18.60%) ETL
8 7 (16.28%) Data Transformation
8 7 (16.28%) Programme Management
9 6 (13.95%) Open Source
9 6 (13.95%) Statistical Modelling
10 5 (11.63%) Agile Software Development
10 5 (11.63%) Data Governance
10 5 (11.63%) Dimensional Modelling
11 4 (9.30%) Data Acquisition
11 4 (9.30%) Kimball Methodology
11 4 (9.30%) Scrum
12 3 (6.98%) Performance Management
12 3 (6.98%) SDLC
Programming Languages
1 15 (34.88%) Python
2 13 (30.23%) R
3 10 (23.26%) SQL
4 4 (9.30%) Java
4 4 (9.30%) T-SQL
4 4 (9.30%) VBA
5 3 (6.98%) JavaScript
5 3 (6.98%) Scala
6 2 (4.65%) C#
6 2 (4.65%) MATLAB
7 1 (2.33%) C
7 1 (2.33%) Data Analysis Expressions (DAX)
7 1 (2.33%) TypeScript
Qualifications
1 9 (20.93%) Degree
1 9 (20.93%) Security Cleared
2 5 (11.63%) PhD
2 5 (11.63%) SC Cleared
3 2 (4.65%) BPSS Clearance
3 2 (4.65%) DV Cleared
4 1 (2.33%) DBS Check
Quality Assurance & Compliance
1 5 (11.63%) Data Quality
2 3 (6.98%) Disclosure Scotland
3 1 (2.33%) QA
System Software
1 1 (2.33%) Virtual Machines
Vendors
1 5 (11.63%) Microsoft
1 5 (11.63%) Oracle
1 5 (11.63%) Tableau
2 2 (4.65%) ILOG
3 1 (2.33%) Alteryx
3 1 (2.33%) Cognos
3 1 (2.33%) Hyperion
3 1 (2.33%) IBM
3 1 (2.33%) Informatica
3 1 (2.33%) SAP
3 1 (2.33%) Sybase