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 25 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
25 Aug 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 613 604 579
Rank change year-on-year
-9 -25
Contract jobs citing Predictive Analytics 22 25 28
As % of all contract IT jobs located in England 0.044% 0.047% 0.055%
As % of the Processes & Methodologies category 0.053% 0.059% 0.070%
Number of daily rates quoted 17 18 14
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 £363 £295 £213
10% offered a daily rate of more than £750 £683 £735
UK excluding London median daily rate £750 £403 £400
% change year-on-year
+86.33% +0.62%
Number of hourly rates quoted 0 2 8
Median hourly rate - £18.68 £20.00
Median hourly rate % change year-on-year
- -6.60%
UK excluding London median hourly rate - £18.68 £20.00
% change year-on-year
- -6.60%
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
41809 42609 40117
As % of all contract IT jobs located in England 83.03% 80.40% 78.79%
Number of daily rates quoted 27858 28200 25340
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 1000 1145 1121
Median hourly rate £30.00 £30.00 £22.72
Median hourly rate % change year-on-year
- +32.04%
90% offered a hourly rate of more than £12.58 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £52.00 £45.00
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

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 25 August 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 25 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
London -17 15 £450 -10.00% 10
South East +11 6 £750 +476.92% 6
East Midlands - 1 - -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 25 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 England region with a requirement for Predictive Analytics.

1 66 (100.00%) Analytics
2 30 (45.45%) Business Intelligence
3 28 (42.42%) Big Data
4 25 (37.88%) Machine Learning
5 24 (36.36%) Python
6 22 (33.33%) SAS
6 22 (33.33%) Hadoop
6 22 (33.33%) R
7 20 (30.30%) Visualisation
8 18 (27.27%) Analytical Skills
9 17 (25.76%) Mathematics
9 17 (25.76%) Data Warehouse
10 14 (21.21%) SQL
10 14 (21.21%) Data Management
10 14 (21.21%) Computer Science
11 13 (19.70%) SQL Server Integration Services
11 13 (19.70%) Degree
11 13 (19.70%) Finance
11 13 (19.70%) Data Modelling
12 12 (18.18%) ETL
12 12 (18.18%) PhD
13 11 (16.67%) SQL Server
13 11 (16.67%) SPSS
14 10 (15.15%) Agile Software Development
14 10 (15.15%) Master Data Management
14 10 (15.15%) Apache Hive
15 9 (13.64%) Security Cleared
15 9 (13.64%) Apache Spark
15 9 (13.64%) Statistics
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 22 (33.33%) SAS
2 9 (13.64%) Apache Spark
3 6 (9.09%) Apache Pig
4 4 (6.06%) SharePoint
5 3 (4.55%) Apache Solr
5 3 (4.55%) Elasticsearch
6 1 (1.52%) Apache
6 1 (1.52%) CMS
6 1 (1.52%) IPython
Applications
1 11 (16.67%) SPSS
2 8 (12.12%) MS Excel
3 5 (7.58%) CPLEX
4 1 (1.52%) Spreadsheet
Business Applications
1 2 (3.03%) Dynamics AX
2 1 (1.52%) Hyperion Planning
Cloud Services
1 4 (6.06%) Amazon AWS
1 4 (6.06%) PaaS
2 3 (4.55%) Microsoft Azure
2 3 (4.55%) SaaS
3 2 (3.03%) Amazon EMR
3 2 (3.03%) Cloud Computing
4 1 (1.52%) Adobe Analytics
4 1 (1.52%) Azure Machine Learning
4 1 (1.52%) Data Lake Analytics
4 1 (1.52%) IaaS
Database & Business Intelligence
1 28 (42.42%) Big Data
2 22 (33.33%) Hadoop
3 17 (25.76%) Data Warehouse
4 13 (19.70%) SQL Server Integration Services
5 11 (16.67%) SQL Server
6 10 (15.15%) Apache Hive
7 7 (10.61%) Data Mining
8 6 (9.09%) Power BI
8 6 (9.09%) Relational Database
9 5 (7.58%) SQL Server Reporting Services
10 4 (6.06%) MongoDB
10 4 (6.06%) MySQL
11 3 (4.55%) OLAP
11 3 (4.55%) SQL Server Analysis Services
11 3 (4.55%) Text Mining
12 2 (3.03%) HBase
12 2 (3.03%) PowerPivot
12 2 (3.03%) QlikView
13 1 (1.52%) Neo4j
13 1 (1.52%) NoSQL
Development Applications
1 1 (1.52%) Visual Studio
1 1 (1.52%) Visual Studio Tools for Office
General
1 13 (19.70%) Finance
2 7 (10.61%) Banking
3 4 (6.06%) Marketing
4 2 (3.03%) Legal
4 2 (3.03%) Manufacturing
5 1 (1.52%) Back Office
5 1 (1.52%) Corporate Banking
5 1 (1.52%) Financial Institution
5 1 (1.52%) Games
5 1 (1.52%) Retail
5 1 (1.52%) Retail Banking
Job Titles
1 14 (21.21%) Data Scientist
2 13 (19.70%) Architect
3 12 (18.18%) Data Architect
3 12 (18.18%) Developer
4 9 (13.64%) Consultant
5 6 (9.09%) Machine Learning Scientist
5 6 (9.09%) Python Developer
6 5 (7.58%) Analyst
7 4 (6.06%) Analytics Consultant
7 4 (6.06%) Data Consultant
7 4 (6.06%) Hadoop Architect
7 4 (6.06%) MATLAB Developer
8 3 (4.55%) Data Warehouse Developer
8 3 (4.55%) Java Architect
8 3 (4.55%) R Developer
8 3 (4.55%) Senior Architect
8 3 (4.55%) Senior Data Architect
8 3 (4.55%) Senior Developer
8 3 (4.55%) Solr Architect
8 3 (4.55%) SSIS Developer
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
2 2 (3.03%) Web Services
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
Miscellaneous
1 20 (30.30%) Visualisation
2 18 (27.27%) Analytical Skills
3 17 (25.76%) Mathematics
4 14 (21.21%) Computer Science
5 9 (13.64%) Statistics
6 8 (12.12%) Artificial Intelligence
7 7 (10.61%) Algorithms
7 7 (10.61%) Credit Risk
7 7 (10.61%) Physics
8 4 (6.06%) Management Information System
8 4 (6.06%) Psychology
9 3 (4.55%) Clustering
9 3 (4.55%) Data Extraction
9 3 (4.55%) Data Structures
9 3 (4.55%) Neural Network
9 3 (4.55%) Smart Energy
9 3 (4.55%) User Experience
10 2 (3.03%) Virtual Team
11 1 (1.52%) FMCG
11 1 (1.52%) Mobile App
Operating Systems
1 2 (3.03%) Linux
2 1 (1.52%) Unix
2 1 (1.52%) Windows
Processes & Methodologies
1 66 (100.00%) Analytics
2 30 (45.45%) Business Intelligence
3 25 (37.88%) Machine Learning
4 14 (21.21%) Data Management
5 13 (19.70%) Data Modelling
6 12 (18.18%) ETL
7 10 (15.15%) Agile Software Development
7 10 (15.15%) Master Data Management
8 8 (12.12%) Data Analysis
8 8 (12.12%) Data Architecture
8 8 (12.12%) Data Governance
9 7 (10.61%) Data Transformation
9 7 (10.61%) Data Visualisation
9 7 (10.61%) Open Source
9 7 (10.61%) Programme Management
9 7 (10.61%) Statistical Modelling
10 6 (9.09%) Data Analytics
10 6 (9.09%) Linear Regression
10 6 (9.09%) Predictive Analysis
10 6 (9.09%) Scrum
Programming Languages
1 24 (36.36%) Python
2 22 (33.33%) R
3 14 (21.21%) SQL
4 8 (12.12%) MATLAB
5 6 (9.09%) Java
6 4 (6.06%) C#
6 4 (6.06%) Scala
6 4 (6.06%) T-SQL
6 4 (6.06%) VBA
7 3 (4.55%) JavaScript
8 2 (3.03%) X++
9 1 (1.52%) C
9 1 (1.52%) Data Analysis Expressions (DAX)
9 1 (1.52%) TypeScript
Qualifications
1 13 (19.70%) Degree
2 12 (18.18%) PhD
3 9 (13.64%) Security Cleared
4 5 (7.58%) SC Cleared
5 2 (3.03%) BPSS Clearance
5 2 (3.03%) DV Cleared
6 1 (1.52%) DBS Check
Quality Assurance & Compliance
1 6 (9.09%) Data Quality
2 3 (4.55%) Disclosure Scotland
3 2 (3.03%) QA
4 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%) Microsoft
1 7 (10.61%) Oracle
2 5 (7.58%) ILOG
3 3 (4.55%) Tableau
4 2 (3.03%) Adobe
4 2 (3.03%) JD Edwards
5 1 (1.52%) Alteryx
5 1 (1.52%) Hyperion
5 1 (1.52%) IBM
5 1 (1.52%) Informatica
5 1 (1.52%) Rackspace
5 1 (1.52%) SAP
5 1 (1.52%) Sybase