The table below looks at the statistics for Predictive Analytics skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Analytics over the 3 months to 23 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
23 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 608 587 578
Rank change year-on-year
-21 -9
Contract jobs citing Predictive Analytics 23 20 14
As % of all contract IT jobs located in England 0.046% 0.039% 0.029%
As % of the Processes & Methodologies category 0.056% 0.048% 0.037%
Number of daily rates quoted 15 14 5
Median daily rate £475 £500 £600
Median daily rate % change year-on-year
-5.00% -16.66%
90% offered a daily rate of more than £370 £281 £288
10% offered a daily rate of more than £660 £693 £615
UK excluding London median daily rate £350 £275 £400
% change year-on-year
+27.27% -31.25%
Number of hourly rates quoted 0 2 5
Median hourly rate - £18.68 £20.00
Median hourly rate % change year-on-year
- -6.60%
UK excluding London median hourly rate - £18.68 £16.52
% change year-on-year
- +13.07%
Predictive Analytics
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41428 41257 37860
As % of all contract IT jobs located in England 82.98% 79.94% 78.94%
Number of daily rates quoted 27601 27254 23966
Median daily rate £450 £420 £403
Median daily rate % change year-on-year
+7.14% +4.34%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 944 1077 1095
Median hourly rate £28.00 £27.50 £25.00
Median hourly rate % change year-on-year
+1.81% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.17 £45.00
UK excluding London median hourly rate £28.50 £30.00 £27.50
% change year-on-year
-5.00% +9.09%

Predictive Analytics
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Predictive Analytics
Daily Rate Trend in England

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

Predictive Analytics Daily Rate Trend in England

Predictive Analytics
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Analytics across the England region over the 3 months to 23 July 2016.

Predictive Analytics Daily Rate Histogram in England

Predictive Analytics
Hourly Rate Trend in England

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

Predictive Analytics Hourly Rate Trend in England

Predictive Analytics
Contract Job Locations in England

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 England region over the 3 months to 23 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
London -4 16 £513 +2.50% 6
South East +1 6 £350 +169.23% 4
East Midlands - 1 - - 1
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 23 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 England region with a requirement for Predictive Analytics.

1 66 (100.00%) Analytics
2 27 (40.91%) Machine Learning
2 27 (40.91%) Business Intelligence
3 26 (39.39%) Python
4 24 (36.36%) Hadoop
5 23 (34.85%) Big Data
5 23 (34.85%) SAS
6 21 (31.82%) R
7 17 (25.76%) Data Management
8 16 (24.24%) SQL
8 16 (24.24%) Visualisation
9 15 (22.73%) Analytical Skills
10 14 (21.21%) Data Warehouse
10 14 (21.21%) Mathematics
10 14 (21.21%) Finance
11 13 (19.70%) Apache Spark
11 13 (19.70%) Computer Science
12 12 (18.18%) SQL Server Integration Services
13 11 (16.67%) ETL
13 11 (16.67%) SQL Server
13 11 (16.67%) Statistics
14 10 (15.15%) SPSS
14 10 (15.15%) Algorithms
14 10 (15.15%) Master Data Management
15 9 (13.64%) Data Analytics
15 9 (13.64%) Apache Hive
15 9 (13.64%) Physics
15 9 (13.64%) Agile Software Development
16 8 (12.12%) Data Analysis
16 8 (12.12%) MATLAB

Predictive Analytics
Top Related IT Skills in England 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 23 (34.85%) SAS
2 13 (19.70%) Apache Spark
3 7 (10.61%) Apache Pig
4 3 (4.55%) SharePoint
5 1 (1.52%) Apache
5 1 (1.52%) CMS
5 1 (1.52%) IPython
Applications
1 10 (15.15%) SPSS
2 7 (10.61%) CPLEX
2 7 (10.61%) MS Excel
Business Applications
1 2 (3.03%) Dynamics AX
Cloud Services
1 3 (4.55%) Amazon AWS
1 3 (4.55%) Microsoft Azure
2 1 (1.52%) Adobe Analytics
2 1 (1.52%) Amazon EMR
2 1 (1.52%) Azure Machine Learning
2 1 (1.52%) Cloud Computing
2 1 (1.52%) Data Lake Analytics
2 1 (1.52%) IaaS
2 1 (1.52%) PaaS
Database & Business Intelligence
1 24 (36.36%) Hadoop
2 23 (34.85%) Big Data
3 14 (21.21%) Data Warehouse
4 12 (18.18%) SQL Server Integration Services
5 11 (16.67%) SQL Server
6 9 (13.64%) Apache Hive
7 6 (9.09%) Data Mining
7 6 (9.09%) Relational Database
8 4 (6.06%) MySQL
8 4 (6.06%) OLAP
8 4 (6.06%) Power BI
8 4 (6.06%) SQL Server Reporting Services
9 2 (3.03%) DB2
9 2 (3.03%) MongoDB
9 2 (3.03%) QlikView
9 2 (3.03%) SAS EBI
9 2 (3.03%) SAS Enterprise Miner
9 2 (3.03%) SQL Server Analysis Services
10 1 (1.52%) Data Lake
10 1 (1.52%) SQL Server 2016
Development Applications
1 1 (1.52%) Visual Studio
1 1 (1.52%) Visual Studio Tools for Office
General
1 14 (21.21%) Finance
2 7 (10.61%) Banking
3 6 (9.09%) Marketing
4 3 (4.55%) Online Betting
5 2 (3.03%) Legal
5 2 (3.03%) Manufacturing
6 1 (1.52%) Back Office
6 1 (1.52%) Corporate Banking
6 1 (1.52%) Financial Institution
6 1 (1.52%) Retail
6 1 (1.52%) Retail Banking
Job Titles
1 19 (28.79%) Data Scientist
2 12 (18.18%) Developer
3 10 (15.15%) Architect
4 9 (13.64%) Data Architect
5 8 (12.12%) Machine Learning Scientist
6 5 (7.58%) Consultant
6 5 (7.58%) Python Developer
7 4 (6.06%) MATLAB Developer
8 3 (4.55%) Analyst
8 3 (4.55%) Data Warehouse Developer
8 3 (4.55%) R Developer
8 3 (4.55%) Senior Architect
8 3 (4.55%) Senior Data Architect
8 3 (4.55%) Senior Data Scientist
8 3 (4.55%) Senior Developer
8 3 (4.55%) SQL Developer
8 3 (4.55%) SSIS Developer
9 2 (3.03%) Administrator
9 2 (3.03%) Enterprise Architect
9 2 (3.03%) Programmer
Libraries, Frameworks & Software Standards
1 6 (9.09%) .NET
1 6 (9.09%) NumPy
1 6 (9.09%) Pandas
1 6 (9.09%) scikit-learn
1 6 (9.09%) SciPy
2 2 (3.03%) .NET Framework
2 2 (3.03%) ASP.NET
2 2 (3.03%) D3.js
2 2 (3.03%) HTML
3 1 (1.52%) AngularJS
3 1 (1.52%) Apache Thrift
3 1 (1.52%) Django
3 1 (1.52%) HTML5
3 1 (1.52%) Leaflet
3 1 (1.52%) Node.js
3 1 (1.52%) ODBC
3 1 (1.52%) RESTful
3 1 (1.52%) Web Services
Miscellaneous
1 16 (24.24%) Visualisation
2 15 (22.73%) Analytical Skills
3 14 (21.21%) Mathematics
4 13 (19.70%) Computer Science
5 11 (16.67%) Statistics
6 10 (15.15%) Algorithms
7 9 (13.64%) Physics
8 7 (10.61%) Artificial Intelligence
9 6 (9.09%) Credit Risk
10 5 (7.58%) Management Information System
11 4 (6.06%) Psychology
12 3 (4.55%) Data Extraction
12 3 (4.55%) Data Structures
12 3 (4.55%) Neural Network
12 3 (4.55%) Smart Energy
13 2 (3.03%) Blockchain
13 2 (3.03%) Client/Server
13 2 (3.03%) Data Centre
13 2 (3.03%) User Experience
13 2 (3.03%) Virtual Team
Operating Systems
1 3 (4.55%) Linux
2 2 (3.03%) Unix
2 2 (3.03%) Windows
Processes & Methodologies
1 66 (100.00%) Analytics
2 27 (40.91%) Business Intelligence
2 27 (40.91%) Machine Learning
3 17 (25.76%) Data Management
4 11 (16.67%) ETL
5 10 (15.15%) Master Data Management
6 9 (13.64%) Agile Software Development
6 9 (13.64%) Data Analytics
7 8 (12.12%) Data Analysis
7 8 (12.12%) Data Architecture
7 8 (12.12%) Data Modelling
8 7 (10.61%) Data Transformation
8 7 (10.61%) Open Source
8 7 (10.61%) Programme Management
8 7 (10.61%) Scrum
8 7 (10.61%) Statistical Modelling
9 6 (9.09%) Linear Regression
9 6 (9.09%) Predictive Analysis
10 5 (7.58%) Business Analytics
10 5 (7.58%) Credit Risk Modelling
Programming Languages
1 26 (39.39%) Python
2 21 (31.82%) R
3 16 (24.24%) SQL
4 8 (12.12%) MATLAB
5 4 (6.06%) C#
5 4 (6.06%) Scala
5 4 (6.06%) T-SQL
6 3 (4.55%) Java
6 3 (4.55%) JavaScript
7 2 (3.03%) X++
8 1 (1.52%) C
8 1 (1.52%) TypeScript
8 1 (1.52%) VBA
Qualifications
1 8 (12.12%) PhD
1 8 (12.12%) Security Cleared
2 7 (10.61%) Degree
3 5 (7.58%) SC Cleared
4 2 (3.03%) DV Cleared
5 1 (1.52%) BPSS Clearance
5 1 (1.52%) DBS Check
Quality Assurance & Compliance
1 6 (9.09%) Data Quality
2 2 (3.03%) Disclosure Scotland
3 1 (1.52%) QA
3 1 (1.52%) SLA
System Software
1 1 (1.52%) Apache Flume
1 1 (1.52%) Virtual Machines
Systems Management
1 1 (1.52%) Oozie
Vendors
1 7 (10.61%) ILOG
1 7 (10.61%) Microsoft
2 6 (9.09%) Oracle
3 3 (4.55%) Tableau
4 2 (3.03%) Adobe
4 2 (3.03%) IBM
4 2 (3.03%) JD Edwards
5 1 (1.52%) Alteryx
5 1 (1.52%) Cognos
5 1 (1.52%) Informatica
5 1 (1.52%) Rackspace
5 1 (1.52%) SAP
5 1 (1.52%) Sybase