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 7 December 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
7 Dec 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 418 413 423
Rank change year-on-year
-5 +10
Contract jobs citing Predictive Analytics 13 21 8
As % of all contract IT jobs located in London 0.060% 0.093% 0.034%
As % of the Processes & Methodologies category 0.071% 0.11% 0.042%
Number of daily rates quoted 11 14 6
Median daily rate £476 £573 £469
Median daily rate % change year-on-year
-16.94% +22.13%
90% offered a daily rate of more than £400 £475 £386
10% offered a daily rate of more than £575 £900 £688
UK excluding London median daily rate £468 £825 £400
% change year-on-year
-43.33% +106.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £28.74
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
18291 18950 19002
As % of all contract IT jobs located in London 84.82% 83.60% 80.69%
Number of daily rates quoted 13196 13512 14020
Median daily rate £477 £463 £450
Median daily rate % change year-on-year
+3.13% +2.77%
90% offered a daily rate of more than £338 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 195 231 249
Median hourly rate £24.44 £22.50 £22.50
Median hourly rate % change year-on-year
+8.62% -
90% offered a hourly rate of more than £13.00 £12.50 £11.50
10% offered a hourly rate of more than £55.00 £50.00 £53.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 7 December 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 7 December 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 +3 3 £463 -57.95% 1
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 7 December 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 29 (100.00%) Analytics
2 18 (62.07%) Machine Learning
3 17 (58.62%) Big Data
4 16 (55.17%) Business Intelligence
5 14 (48.28%) Python
6 13 (44.83%) SQL
6 13 (44.83%) R
7 11 (37.93%) Analytical Skills
7 11 (37.93%) Finance
8 10 (34.48%) Hadoop
9 8 (27.59%) SAS
9 8 (27.59%) SPSS
9 8 (27.59%) Tableau
10 7 (24.14%) Apache Spark
10 7 (24.14%) PhD
10 7 (24.14%) Data Warehouse
10 7 (24.14%) Java
10 7 (24.14%) SQL Server
10 7 (24.14%) Computer Science
11 6 (20.69%) SQL Server Integration Services
11 6 (20.69%) Statistics
11 6 (20.69%) Degree
11 6 (20.69%) Visualisation
11 6 (20.69%) Agile Software Development
11 6 (20.69%) Power BI
12 5 (17.24%) Data Management
12 5 (17.24%) MATLAB
12 5 (17.24%) Data Modelling
12 5 (17.24%) Microsoft
12 5 (17.24%) ETL

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 8 (27.59%) SAS
2 7 (24.14%) Apache Spark
3 3 (10.34%) SharePoint
4 2 (6.90%) Apache
4 2 (6.90%) Apache Pig
4 2 (6.90%) Apache Solr
Applications
1 8 (27.59%) SPSS
2 4 (13.79%) MS Excel
3 1 (3.45%) Spreadsheet
Business Applications
1 1 (3.45%) Hyperion Planning
1 1 (3.45%) SAP Oil and Gas
1 1 (3.45%) Unica
Cloud Services
1 3 (10.34%) Amazon AWS
1 3 (10.34%) Microsoft Azure
2 2 (6.90%) Data Lake Analytics
2 2 (6.90%) IaaS
2 2 (6.90%) PaaS
3 1 (3.45%) Amazon S3
3 1 (3.45%) Azure Machine Learning
Database & Business Intelligence
1 17 (58.62%) Big Data
2 10 (34.48%) Hadoop
3 7 (24.14%) Data Warehouse
3 7 (24.14%) SQL Server
4 6 (20.69%) Power BI
4 6 (20.69%) SQL Server Integration Services
5 4 (13.79%) Apache Hive
5 4 (13.79%) Data Lake
5 4 (13.79%) Data Mining
5 4 (13.79%) Neo4j
5 4 (13.79%) OLAP
5 4 (13.79%) QlikView
5 4 (13.79%) SQL Server Analysis Services
5 4 (13.79%) SQL Server Reporting Services
6 3 (10.34%) Apache Cassandra
6 3 (10.34%) Microsoft Analysis Services
6 3 (10.34%) MongoDB
6 3 (10.34%) MySQL
6 3 (10.34%) Relational Database
6 3 (10.34%) Triplestore
Development Applications
1 2 (6.90%) Apache Continuum
1 2 (6.90%) Visual Studio
2 1 (3.45%) Visual Studio Tools for Office
General
1 11 (37.93%) Finance
2 5 (17.24%) Marketing
3 4 (13.79%) Telecoms
4 3 (10.34%) Front Office
5 2 (6.90%) Retail
6 1 (3.45%) Back Office
6 1 (3.45%) Banking
6 1 (3.45%) Electronics
6 1 (3.45%) Games
6 1 (3.45%) Manufacturing
Job Titles
1 8 (27.59%) Developer
2 6 (20.69%) Data Scientist
3 5 (17.24%) Consultant
4 4 (13.79%) Architect
5 3 (10.34%) Analytics Consultant
5 3 (10.34%) Data Warehouse Developer
5 3 (10.34%) Python Developer
6 2 (6.90%) Business Intelligence Developer
6 2 (6.90%) Data Architect
6 2 (6.90%) Finance Modeller
6 2 (6.90%) Hadoop Architect
6 2 (6.90%) Machine Learning Scientist
6 2 (6.90%) Microsoft BI Developer
6 2 (6.90%) Microsoft Developer
6 2 (6.90%) Senior Business Intelligence Developer
6 2 (6.90%) Senior Data Warehouse Developer
6 2 (6.90%) Senior Developer
6 2 (6.90%) Senior Microsoft Developer
7 1 (3.45%) Business Intelligence Consultant
7 1 (3.45%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (13.79%) .NET
2 3 (10.34%) Natural Language Processing
2 3 (10.34%) Node.js
3 2 (6.90%) Kafka
3 2 (6.90%) NumPy
3 2 (6.90%) Pandas
3 2 (6.90%) scikit-learn
3 2 (6.90%) SciPy
4 1 (3.45%) AngularJS
4 1 (3.45%) D3.js
4 1 (3.45%) HTML
4 1 (3.45%) HTML5
4 1 (3.45%) Leaflet
4 1 (3.45%) RESTful
4 1 (3.45%) XML
Miscellaneous
1 11 (37.93%) Analytical Skills
2 7 (24.14%) Computer Science
3 6 (20.69%) Statistics
3 6 (20.69%) Visualisation
4 4 (13.79%) Algorithms
4 4 (13.79%) Physics
5 3 (10.34%) Artificial Intelligence
5 3 (10.34%) Data Extraction
5 3 (10.34%) Data Structures
5 3 (10.34%) Mathematics
5 3 (10.34%) Neural Network
6 2 (6.90%) Credit Risk
6 2 (6.90%) Performance Metrics
6 2 (6.90%) Social Network
7 1 (3.45%) FMCG
7 1 (3.45%) Mobile App
7 1 (3.45%) User Experience
7 1 (3.45%) Virtual Team
Operating Systems
1 2 (6.90%) Linux
1 2 (6.90%) Unix
2 1 (3.45%) Windows
Processes & Methodologies
1 29 (100.00%) Analytics
2 18 (62.07%) Machine Learning
3 16 (55.17%) Business Intelligence
4 6 (20.69%) Agile Software Development
5 5 (17.24%) Data Management
5 5 (17.24%) Data Modelling
5 5 (17.24%) ETL
5 5 (17.24%) Predictive Modelling
6 4 (13.79%) Business Analytics
6 4 (13.79%) Kimball Methodology
6 4 (13.79%) Scrum
6 4 (13.79%) Software Engineering
6 4 (13.79%) Web Analytics
7 3 (10.34%) Data Analysis
7 3 (10.34%) Data Visualisation
7 3 (10.34%) Dimensional Modelling
7 3 (10.34%) Performance Management
8 2 (6.90%) Financial Analysis
8 2 (6.90%) Information Architecture
8 2 (6.90%) Waterfall
Programming Languages
1 14 (48.28%) Python
2 13 (44.83%) R
2 13 (44.83%) SQL
3 7 (24.14%) Java
4 5 (17.24%) MATLAB
5 4 (13.79%) Scala
5 4 (13.79%) T-SQL
6 3 (10.34%) C#
6 3 (10.34%) VBA
7 2 (6.90%) C++
7 2 (6.90%) JavaScript
8 1 (3.45%) Data Analysis Expressions (DAX)
8 1 (3.45%) SAS Macro
8 1 (3.45%) TypeScript
Qualifications
1 7 (24.14%) PhD
2 6 (20.69%) Degree
3 1 (3.45%) BPSS Clearance
3 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
1 1 (3.45%) Disclosure Scotland
1 1 (3.45%) QA
System Software
1 2 (6.90%) Apache Flume
1 2 (6.90%) HDFS
1 2 (6.90%) Virtual Machines
Systems Management
1 2 (6.90%) Ambari
1 2 (6.90%) Oozie
Vendors
1 8 (27.59%) Tableau
2 5 (17.24%) Microsoft
3 3 (10.34%) Oracle
4 2 (6.90%) Alteryx
4 2 (6.90%) Cloudera
4 2 (6.90%) GoldenSource
4 2 (6.90%) Hortonworks
4 2 (6.90%) Platfora
5 1 (3.45%) Cognos
5 1 (3.45%) Hyperion
5 1 (3.45%) Netezza
5 1 (3.45%) Pega
5 1 (3.45%) PTC
5 1 (3.45%) SAP
5 1 (3.45%) Teradata