The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Predictive Analytics over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Predictive Analytics
UK / England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 535 596 597
Rank change year-on-year +61 +1  
Contract jobs citing Predictive Analytics 55 41 25
As % of all contract IT jobs advertised in England 0.13% 0.083% 0.049%
As % of the Processes & Methodologies category 0.15% 0.099% 0.060%
Number of daily rates quoted 35 27 19
Median daily rate £525 £485 £500
Median daily rate % change year-on-year +8.24% -3.00%  
90% offered a daily rate of more than £344 £350 £310
10% offered a daily rate of more than £688 £618 £700
UK excluding London median daily rate £438 £413 £325
% change year-on-year +6.06% +26.92%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £100.00 -
UK excluding London median hourly rate - - -

Predictive Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 36460 41364 41331
As % of all contract IT job vacancies advertised in England 84.71% 83.50% 80.82%
Number of daily rates quoted 23944 27759 26979
Median daily rate £450 £446 £415
Median daily rate % change year-on-year +0.84% +7.53%  
90% offered a daily rate of more than £313 £300 £288
10% offered a daily rate of more than £600 £600 £593
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 956 965 1150
Median hourly rate £32.00 £27.25 £26.00
Median hourly rate % change year-on-year +17.43% +4.80%  
90% offered a hourly rate of more than £12.50 £12.55 £12.00
10% offered a hourly rate of more than £52.50 £47.83 £50.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Predictive Analytics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Predictive Analytics as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Analytics in England

Predictive Analytics
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Predictive Analytics in England

Predictive Analytics
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Predictive Analytics in England over the 3 months to 22 June 2017.

Contractor daily rate histogram for Predictive Analytics in England

Predictive Analytics
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Predictive Analytics 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 22 June 2017. 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 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 +23 41 £550 +4.76% 10
South East +26 10 £388 +10.71% 5
West Midlands - 3 - - 2
East of England -4 1 £500 +25.00% 1
Predictive Analytics
UK

For the 6 months to 22 June 2017, 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 79 (100.00%) Analytics
2 41 (51.90%) Big Data
3 34 (43.04%) SQL
4 32 (40.51%) Visualisation
5 30 (37.97%) Hadoop
5 30 (37.97%) Machine Learning
6 29 (36.71%) Python
6 29 (36.71%) Business Intelligence
7 27 (34.18%) Agile Software Development
7 27 (34.18%) R
7 27 (34.18%) Data Visualisation
8 23 (29.11%) BusinessObjects
9 20 (25.32%) MongoDB
10 19 (24.05%) SAP
11 18 (22.78%) Analytical Skills
12 17 (21.52%) Apache Spark
12 17 (21.52%) Data Warehouse
13 16 (20.25%) Data Modelling
13 16 (20.25%) Java
13 16 (20.25%) Degree
14 15 (18.99%) JSON
14 15 (18.99%) Mathematics
14 15 (18.99%) Apache Hive
14 15 (18.99%) JavaScript
14 15 (18.99%) Finance
14 15 (18.99%) Stakeholder Management
14 15 (18.99%) Scrum
14 15 (18.99%) Algorithms
15 14 (17.72%) Qlik Sense
16 11 (13.92%) SAS

Predictive Analytics
Co-occurring 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 17 (21.52%) Apache Spark
2 11 (13.92%) SAS
3 4 (5.06%) Confluence
4 3 (3.80%) Apache Pig
4 3 (3.80%) GlassFish
4 3 (3.80%) JBoss
4 3 (3.80%) Oracle SOA Suite
4 3 (3.80%) WildFly
5 2 (2.53%) Apache
5 2 (2.53%) Elasticsearch
6 1 (1.27%) CMS
6 1 (1.27%) nginx
6 1 (1.27%) OpenStack
Applications
1 3 (3.80%) Microsoft Excel
2 2 (2.53%) S-PLUS
2 2 (2.53%) SPSS
3 1 (1.27%) Microsoft Office
3 1 (1.27%) Microsoft PowerPoint
Business Applications
1 3 (3.80%) SAP Oil and Gas
2 1 (1.27%) HFM
2 1 (1.27%) Hyperion Enterprise
2 1 (1.27%) Hyperion Planning
2 1 (1.27%) NetSuite
Cloud Services
1 5 (6.33%) Microsoft Azure
2 2 (2.53%) Amazon AWS
3 1 (1.27%) Amazon S3
3 1 (1.27%) Azure Data Factory
3 1 (1.27%) Google Analytics
3 1 (1.27%) Google Cloud Platform
3 1 (1.27%) iPaaS
3 1 (1.27%) PaaS
Database & Business Intelligence
1 41 (51.90%) Big Data
2 30 (37.97%) Hadoop
3 23 (29.11%) BusinessObjects
4 20 (25.32%) MongoDB
5 17 (21.52%) Data Warehouse
6 15 (18.99%) Apache Hive
7 14 (17.72%) Qlik Sense
8 9 (11.39%) NoSQL
9 8 (10.13%) QlikView
10 7 (8.86%) Data Mining
10 7 (8.86%) Lumira
10 7 (8.86%) SAP BW
11 6 (7.59%) Power BI
11 6 (7.59%) SQL Server Integration Services
12 5 (6.33%) Apache Cassandra
12 5 (6.33%) SQL Server
13 4 (5.06%) PostgreSQL
14 3 (3.80%) MySQL
15 2 (2.53%) Amazon Redshift
15 2 (2.53%) Relational Database
Development Applications
1 11 (13.92%) JIRA
2 5 (6.33%) Git (software)
2 5 (6.33%) Jenkins
3 4 (5.06%) JUnit
4 3 (3.80%) Hudson
4 3 (3.80%) JBehave
5 1 (1.27%) FishEye
5 1 (1.27%) JIRA Agile
5 1 (1.27%) Sonatype Nexus
5 1 (1.27%) Subversion
5 1 (1.27%) Talend Open Studio
5 1 (1.27%) Team Foundation Server
5 1 (1.27%) TeamCity
5 1 (1.27%) Visual Studio Team System
General
1 15 (18.99%) Finance
2 6 (7.59%) Marketing
2 6 (7.59%) Retail
3 3 (3.80%) Banking
3 3 (3.80%) Electronics
3 3 (3.80%) Manufacturing
3 3 (3.80%) Telecoms
4 2 (2.53%) Retail Banking
5 1 (1.27%) Games
5 1 (1.27%) Legal
Job Titles
1 25 (31.65%) Data Scientist
2 15 (18.99%) Developer
3 7 (8.86%) Architect
3 7 (8.86%) Consultant
3 7 (8.86%) Delivery Manager
4 6 (7.59%) Data Engineer
5 5 (6.33%) Data Architect
5 5 (6.33%) Database Developer
5 5 (6.33%) Senior Developer
6 4 (5.06%) Analyst
6 4 (5.06%) QlikView Consultant
6 4 (5.06%) Senior Data Scientist
7 3 (3.80%) Big Data Engineer
7 3 (3.80%) Data Analyst
7 3 (3.80%) Digital Developer
7 3 (3.80%) Project Manager
7 3 (3.80%) SAP BusinessObjects (BO) Developer
7 3 (3.80%) SAP BW Consultant
7 3 (3.80%) SAP Consultant
8 2 (2.53%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 15 (18.99%) JSON
2 10 (12.66%) D3.js
2 10 (12.66%) HTML
3 9 (11.39%) HTML5
4 7 (8.86%) REST
5 5 (6.33%) SOAP
5 5 (6.33%) Web Services
6 4 (5.06%) RESTful
7 3 (3.80%) AngularJS
7 3 (3.80%) CSS
7 3 (3.80%) Hibernate
7 3 (3.80%) HornetQ
7 3 (3.80%) Java EE
7 3 (3.80%) JAX-RS
7 3 (3.80%) JMS
7 3 (3.80%) Node.js
7 3 (3.80%) RESTEasy
7 3 (3.80%) Spring
7 3 (3.80%) Spring Boot
7 3 (3.80%) WireMock
Miscellaneous
1 18 (22.78%) Analytical Skills
2 15 (18.99%) Algorithms
3 8 (10.13%) Computer Science
4 4 (5.06%) Hedge funds
4 4 (5.06%) Mobile App
5 3 (3.80%) User Experience
6 2 (2.53%) Enterprise Software
6 2 (2.53%) Management Information System
6 2 (2.53%) PMI
6 2 (2.53%) Video Conferencing
7 1 (1.27%) Digital Media
7 1 (1.27%) Greenfield Project
7 1 (1.27%) Online Games
7 1 (1.27%) Virtual Team
Operating Systems
1 3 (3.80%) Android
1 3 (3.80%) Apple iOS
1 3 (3.80%) Linux
Processes & Methodologies
1 79 (100.00%) Analytics
2 32 (40.51%) Visualisation
3 30 (37.97%) Machine Learning
4 29 (36.71%) Business Intelligence
5 27 (34.18%) Agile Software Development
5 27 (34.18%) Data Visualisation
6 16 (20.25%) Data Modelling
7 15 (18.99%) Mathematics
7 15 (18.99%) Scrum
7 15 (18.99%) Stakeholder Management
8 10 (12.66%) Kanban
9 9 (11.39%) Data Governance
9 9 (11.39%) Personalization
9 9 (11.39%) Predictive Modelling
10 8 (10.13%) Data Management
11 7 (8.86%) Data Analytics
11 7 (8.86%) Data Architecture
11 7 (8.86%) Experimental Design
11 7 (8.86%) Full Text Search
11 7 (8.86%) Software Engineering
Programming Languages
1 34 (43.04%) SQL
2 29 (36.71%) Python
3 27 (34.18%) R
4 16 (20.25%) Java
5 15 (18.99%) JavaScript
6 7 (8.86%) PHP
6 7 (8.86%) Scala
7 6 (7.59%) T-SQL
8 3 (3.80%) C#
9 2 (2.53%) Bash Shell
10 1 (1.27%) Groovy
10 1 (1.27%) PL/SQL
Qualifications
1 16 (20.25%) Degree
2 7 (8.86%) Computer Science Degree
2 7 (8.86%) SC Cleared
2 7 (8.86%) Security Cleared
3 4 (5.06%) Master's Degree
4 3 (3.80%) PhD
5 2 (2.53%) PMI Certification
5 2 (2.53%) PMP
6 1 (1.27%) CFA
6 1 (1.27%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (3.80%) Data Quality
2 1 (1.27%) QA
System Software
1 3 (3.80%) Docker
2 1 (1.27%) Apache Flume
2 1 (1.27%) HDFS
Systems Management
1 1 (1.27%) Hadoop YARN
1 1 (1.27%) Opscode Chef
1 1 (1.27%) Puppet
Vendors
1 19 (24.05%) SAP
2 8 (10.13%) Oracle
2 8 (10.13%) Tableau
3 7 (8.86%) Microsoft
4 3 (3.80%) Google
5 2 (2.53%) Cloudera
5 2 (2.53%) MapR
5 2 (2.53%) MicroStrategy
6 1 (1.27%) Adobe
6 1 (1.27%) Hortonworks
6 1 (1.27%) Hyperion
6 1 (1.27%) Monetate
6 1 (1.27%) Optimizely
6 1 (1.27%) Sage
6 1 (1.27%) Salesforce.com
6 1 (1.27%) SIMUL8
6 1 (1.27%) Talend
6 1 (1.27%) Teradata
6 1 (1.27%) Vertica
6 1 (1.27%) Zuora
London
Lawrence Harvey
Rate: £450.00 - £575.00 per day
Posted: 3 days ago
London
Green Park Interim & Executive Ltd
Rate: Up to £550 per day
Posted: 3 days ago
Buckinghamshire
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Rate: £370 - £420 per day
Posted: 3 days ago
Coventry, Warwickshire
First Utility
Rate: Up to 55K
Posted: 7 days ago
Warwick, Warwickshire
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Rate: Up to 55K
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London
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Rate: £550 - £600 per day
Posted: 14 days ago
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Rate: £500 - £501550 per day
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London
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Rate: £500 - £600 per day
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