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 25 July 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
25 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 421 417 415
Rank change year-on-year
-4 -2
Contract jobs citing Predictive Analytics 15 15 7
As % of all contract IT jobs located in London 0.068% 0.064% 0.030%
As % of the Processes & Methodologies category 0.079% 0.078% 0.037%
Number of daily rates quoted 12 11 5
Median daily rate £513 £500 £600
Median daily rate % change year-on-year
+2.50% -16.66%
90% offered a daily rate of more than £421 £295 £368
10% offered a daily rate of more than £690 £700 £670
UK excluding London median daily rate £350 £275 £400
% change year-on-year
+27.27% -31.25%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £125.00
UK excluding London median hourly rate - £18.68 £16.52
% change year-on-year
- +13.07%
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
18895 19269 18972
As % of all contract IT jobs located in London 85.31% 81.64% 81.64%
Number of daily rates quoted 13653 13770 13293
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 140 232 231
Median hourly rate £21.78 £21.50 £20.06
Median hourly rate % change year-on-year
+1.30% +7.17%
90% offered a hourly rate of more than £12.50 £13.00 £14.00
10% offered a hourly rate of more than £46.00 £64.25 £53.50
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

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 25 July 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 25 July 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 +46 2 £650 -23.52% 1
Romford - 1 £430 -
Hammersmith - 1 - -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 25 July 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 52 (100.00%) Analytics
2 22 (42.31%) Machine Learning
3 21 (40.38%) Python
4 19 (36.54%) Business Intelligence
5 18 (34.62%) Big Data
5 18 (34.62%) R
6 17 (32.69%) SAS
7 16 (30.77%) Hadoop
8 14 (26.92%) Data Management
8 14 (26.92%) Data Warehouse
9 13 (25.00%) SQL
10 12 (23.08%) SQL Server Integration Services
10 12 (23.08%) Analytical Skills
11 11 (21.15%) Visualisation
12 10 (19.23%) Master Data Management
12 10 (19.23%) Mathematics
12 10 (19.23%) Finance
13 9 (17.31%) SQL Server
13 9 (17.31%) ETL
13 9 (17.31%) Computer Science
13 9 (17.31%) Apache Spark
14 8 (15.38%) Physics
14 8 (15.38%) Security Cleared
14 8 (15.38%) Data Architecture
14 8 (15.38%) Data Modelling
15 7 (13.46%) ILOG
15 7 (13.46%) SPSS
15 7 (13.46%) MATLAB
15 7 (13.46%) Programme Management
15 7 (13.46%) CPLEX

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 (32.69%) SAS
2 9 (17.31%) Apache Spark
3 4 (7.69%) Apache Pig
4 1 (1.92%) Apache
4 1 (1.92%) CMS
4 1 (1.92%) IPython
4 1 (1.92%) SharePoint
Applications
1 7 (13.46%) CPLEX
1 7 (13.46%) SPSS
2 5 (9.62%) MS Excel
Cloud Services
1 2 (3.85%) Amazon AWS
1 2 (3.85%) Microsoft Azure
2 1 (1.92%) Azure Machine Learning
2 1 (1.92%) Data Lake Analytics
2 1 (1.92%) IaaS
2 1 (1.92%) PaaS
Database & Business Intelligence
1 18 (34.62%) Big Data
2 16 (30.77%) Hadoop
3 14 (26.92%) Data Warehouse
4 12 (23.08%) SQL Server Integration Services
5 9 (17.31%) SQL Server
6 5 (9.62%) Apache Hive
7 4 (7.69%) Power BI
7 4 (7.69%) Relational Database
8 3 (5.77%) OLAP
9 2 (3.85%) Data Mining
9 2 (3.85%) MySQL
9 2 (3.85%) QlikView
9 2 (3.85%) SAS Enterprise Miner
9 2 (3.85%) SQL Server Analysis Services
9 2 (3.85%) SQL Server Reporting Services
10 1 (1.92%) Amazon Redshift
10 1 (1.92%) Data Lake
10 1 (1.92%) HDInsight
10 1 (1.92%) Impala
10 1 (1.92%) SQL Server 2016
Development Applications
1 1 (1.92%) Visual Studio
1 1 (1.92%) Visual Studio Tools for Office
General
1 10 (19.23%) Finance
2 6 (11.54%) Banking
3 5 (9.62%) Marketing
4 2 (3.85%) Online Betting
5 1 (1.92%) Back Office
Job Titles
1 14 (26.92%) Data Scientist
2 9 (17.31%) Architect
2 9 (17.31%) Developer
3 8 (15.38%) Data Architect
4 5 (9.62%) Machine Learning Scientist
4 5 (9.62%) Python Developer
5 4 (7.69%) Consultant
5 4 (7.69%) MATLAB Developer
6 3 (5.77%) Analyst
6 3 (5.77%) Data Warehouse Developer
6 3 (5.77%) R Developer
6 3 (5.77%) Senior Architect
6 3 (5.77%) Senior Data Architect
6 3 (5.77%) Senior Developer
6 3 (5.77%) SQL Developer
6 3 (5.77%) SSIS Developer
7 2 (3.85%) Analytics Consultant
7 2 (3.85%) Data Engineer
7 2 (3.85%) Enterprise Data Architect
7 2 (3.85%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 4 (7.69%) .NET
2 3 (5.77%) NumPy
2 3 (5.77%) Pandas
2 3 (5.77%) scikit-learn
2 3 (5.77%) SciPy
3 2 (3.85%) D3.js
3 2 (3.85%) HTML
4 1 (1.92%) AngularJS
4 1 (1.92%) Apache Thrift
4 1 (1.92%) Django
4 1 (1.92%) HTML5
4 1 (1.92%) Leaflet
4 1 (1.92%) Node.js
4 1 (1.92%) ODBC
4 1 (1.92%) RESTful
Miscellaneous
1 12 (23.08%) Analytical Skills
2 11 (21.15%) Visualisation
3 10 (19.23%) Mathematics
4 9 (17.31%) Computer Science
5 8 (15.38%) Physics
6 6 (11.54%) Credit Risk
6 6 (11.54%) Statistics
7 5 (9.62%) Algorithms
8 4 (7.69%) Artificial Intelligence
8 4 (7.69%) Psychology
9 3 (5.77%) Data Extraction
9 3 (5.77%) Data Structures
9 3 (5.77%) Management Information System
10 2 (3.85%) Blockchain
10 2 (3.85%) Data Centre
10 2 (3.85%) User Experience
11 1 (1.92%) Blog
11 1 (1.92%) Fintech
11 1 (1.92%) Mobile App
11 1 (1.92%) Virtual Team
Operating Systems
1 1 (1.92%) Linux
Processes & Methodologies
1 52 (100.00%) Analytics
2 22 (42.31%) Machine Learning
3 19 (36.54%) Business Intelligence
4 14 (26.92%) Data Management
5 10 (19.23%) Master Data Management
6 9 (17.31%) ETL
7 8 (15.38%) Data Architecture
7 8 (15.38%) Data Modelling
8 7 (13.46%) Data Analytics
8 7 (13.46%) Data Transformation
8 7 (13.46%) Open Source
8 7 (13.46%) Programme Management
9 6 (11.54%) Agile Software Development
9 6 (11.54%) Statistical Modelling
10 5 (9.62%) Business Analytics
10 5 (9.62%) Credit Risk Modelling
10 5 (9.62%) Data Governance
10 5 (9.62%) Scrum
11 4 (7.69%) Data Acquisition
11 4 (7.69%) Dimensional Modelling
Programming Languages
1 21 (40.38%) Python
2 18 (34.62%) R
3 13 (25.00%) SQL
4 7 (13.46%) MATLAB
5 4 (7.69%) T-SQL
6 3 (5.77%) Java
6 3 (5.77%) JavaScript
6 3 (5.77%) Scala
7 2 (3.85%) C#
8 1 (1.92%) C
8 1 (1.92%) TypeScript
8 1 (1.92%) VBA
Qualifications
1 8 (15.38%) Security Cleared
2 6 (11.54%) Degree
3 5 (9.62%) PhD
3 5 (9.62%) SC Cleared
4 2 (3.85%) DV Cleared
5 1 (1.92%) BPSS Clearance
5 1 (1.92%) DBS Check
Quality Assurance & Compliance
1 6 (11.54%) Data Quality
2 2 (3.85%) Disclosure Scotland
3 1 (1.92%) QA
System Software
1 1 (1.92%) Apache Flume
1 1 (1.92%) Virtual Machines
Systems Management
1 1 (1.92%) Oozie
Vendors
1 7 (13.46%) ILOG
2 5 (9.62%) Microsoft
3 4 (7.69%) Oracle
4 3 (5.77%) Tableau
5 1 (1.92%) Alteryx
5 1 (1.92%) IBM
5 1 (1.92%) Informatica
5 1 (1.92%) SAP
5 1 (1.92%) Sybase