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 10 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
10 Dec 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 562 584 591
Rank change year-on-year
+22 +7
Contract jobs citing Predictive Analytics 41 37 23
As % of all contract IT jobs located in England 0.089% 0.073% 0.045%
As % of the Processes & Methodologies category 0.11% 0.090% 0.058%
Number of daily rates quoted 33 25 10
Median daily rate £475 £600 £431
Median daily rate % change year-on-year
-20.83% +39.13%
90% offered a daily rate of more than £380 £435 £377
10% offered a daily rate of more than £650 £900 £658
UK excluding London median daily rate £460 £825 £400
% change year-on-year
-44.24% +106.25%
Number of hourly rates quoted 0 0 4
Median hourly rate - - £28.74
UK excluding London median hourly rate - - £28.74
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
37964 41054 39822
As % of all contract IT jobs located in England 82.80% 81.51% 77.28%
Number of daily rates quoted 25471 27018 26370
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 997 1215 1133
Median hourly rate £28.00 £29.50 £25.00
Median hourly rate % change year-on-year
-5.08% +18.00%
90% offered a hourly rate of more than £12.50 £12.35 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

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 10 December 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 10 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
London -2 13 £476 -16.94% 7
South East - 8 £650 - 5
South West - 8 £460 - 2
West Midlands -12 5 £450 -40.00%
East Midlands +4 3 £425 -5.55%
North West -5 3 £575 -36.11% 1
North East - 1 - -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 10 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 England region with a requirement for Predictive Analytics.

1 69 (100.00%) Analytics
2 37 (53.62%) Big Data
3 36 (52.17%) Business Intelligence
4 32 (46.38%) Machine Learning
4 32 (46.38%) Hadoop
5 24 (34.78%) Analytical Skills
6 23 (33.33%) Python
7 22 (31.88%) SQL
8 21 (30.43%) SAS
8 21 (30.43%) Visualisation
9 20 (28.99%) Agile Software Development
10 18 (26.09%) Finance
11 17 (24.64%) Data Modelling
11 17 (24.64%) R
11 17 (24.64%) Data Visualisation
12 16 (23.19%) Apache Hive
12 16 (23.19%) Mathematics
12 16 (23.19%) Computer Science
12 16 (23.19%) PhD
12 16 (23.19%) Data Warehouse
12 16 (23.19%) Apache Spark
13 15 (21.74%) Java
13 15 (21.74%) Degree
14 14 (20.29%) Statistics
15 12 (17.39%) SPSS
15 12 (17.39%) Business Analytics
16 11 (15.94%) Tableau
16 11 (15.94%) PaaS
16 11 (15.94%) Apache Solr
16 11 (15.94%) Power BI

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 21 (30.43%) SAS
2 16 (23.19%) Apache Spark
3 11 (15.94%) Apache Solr
4 9 (13.04%) Elasticsearch
5 6 (8.70%) Apache Pig
6 3 (4.35%) SharePoint
7 2 (2.90%) Apache
8 1 (1.45%) CMS
8 1 (1.45%) WebSphere
Applications
1 12 (17.39%) SPSS
2 6 (8.70%) CPLEX
3 4 (5.80%) MS Excel
4 1 (1.45%) Spreadsheet
Business Applications
1 1 (1.45%) Hyperion Planning
1 1 (1.45%) Orchard Housing
1 1 (1.45%) SAP Oil and Gas
1 1 (1.45%) Unica
Cloud Services
1 11 (15.94%) PaaS
2 10 (14.49%) Microsoft Azure
3 9 (13.04%) Amazon AWS
3 9 (13.04%) SaaS
4 5 (7.25%) Amazon EMR
5 4 (5.80%) Amazon S3
6 3 (4.35%) AWS Lambda
7 2 (2.90%) Cloud Computing
7 2 (2.90%) Data Lake Analytics
7 2 (2.90%) IaaS
8 1 (1.45%) Azure Machine Learning
Database & Business Intelligence
1 37 (53.62%) Big Data
2 32 (46.38%) Hadoop
3 16 (23.19%) Apache Hive
3 16 (23.19%) Data Warehouse
4 11 (15.94%) Power BI
5 10 (14.49%) SQL Server
6 9 (13.04%) MongoDB
7 8 (11.59%) SQL Server Integration Services
8 7 (10.14%) HBase
8 7 (10.14%) OLAP
8 7 (10.14%) QlikView
9 6 (8.70%) SQL Server Analysis Services
9 6 (8.70%) SQL Server Reporting Services
10 5 (7.25%) BusinessObjects
10 5 (7.25%) NoSQL
10 5 (7.25%) Text Mining
11 4 (5.80%) Data Lake
11 4 (5.80%) Data Mining
11 4 (5.80%) Neo4j
12 3 (4.35%) Triplestore
Development Applications
1 2 (2.90%) Apache Continuum
1 2 (2.90%) Visual Studio
2 1 (1.45%) Visual Studio Tools for Office
General
1 18 (26.09%) Finance
2 5 (7.25%) Marketing
3 4 (5.80%) Retail
3 4 (5.80%) Telecoms
4 3 (4.35%) Front Office
5 2 (2.90%) Banking
6 1 (1.45%) Back Office
6 1 (1.45%) Corporate Banking
6 1 (1.45%) Electronics
6 1 (1.45%) Financial Institution
6 1 (1.45%) Games
6 1 (1.45%) Manufacturing
6 1 (1.45%) Retail Banking
Job Titles
1 21 (30.43%) Architect
2 19 (27.54%) Data Architect
3 11 (15.94%) Data Scientist
3 11 (15.94%) Hadoop Architect
4 8 (11.59%) Consultant
4 8 (11.59%) Developer
4 8 (11.59%) Java Architect
4 8 (11.59%) Solr Architect
5 7 (10.14%) Project Manager
6 4 (5.80%) Agile Project Manager
6 4 (5.80%) Analyst
6 4 (5.80%) Analytics Consultant
6 4 (5.80%) Analytics Manager
6 4 (5.80%) Business Intelligence Manager
6 4 (5.80%) Business Intelligence Project Manager
6 4 (5.80%) Data Consultant
7 3 (4.35%) Big Data Architect
7 3 (4.35%) Data Analyst
7 3 (4.35%) Machine Learning Scientist
7 3 (4.35%) Python Developer
Libraries, Frameworks & Software Standards
1 4 (5.80%) .NET
2 3 (4.35%) Natural Language Processing
2 3 (4.35%) Node.js
2 3 (4.35%) NumPy
2 3 (4.35%) Pandas
2 3 (4.35%) scikit-learn
2 3 (4.35%) SciPy
3 2 (2.90%) Kafka
3 2 (2.90%) Web Services
4 1 (1.45%) AngularJS
4 1 (1.45%) D3.js
4 1 (1.45%) HTML
4 1 (1.45%) HTML5
4 1 (1.45%) Leaflet
4 1 (1.45%) RESTful
4 1 (1.45%) XML
Miscellaneous
1 24 (34.78%) Analytical Skills
2 21 (30.43%) Visualisation
3 16 (23.19%) Computer Science
3 16 (23.19%) Mathematics
4 14 (20.29%) Statistics
5 7 (10.14%) Algorithms
6 4 (5.80%) Artificial Intelligence
6 4 (5.80%) Neural Network
6 4 (5.80%) Physics
7 3 (4.35%) Clustering
7 3 (4.35%) Data Centre
7 3 (4.35%) Data Extraction
7 3 (4.35%) Data Integration
7 3 (4.35%) Data Structures
8 2 (2.90%) Credit Risk
8 2 (2.90%) Mobile App
8 2 (2.90%) Performance Metrics
8 2 (2.90%) Social Network
8 2 (2.90%) Virtual Team
9 1 (1.45%) Management Information System
Operating Systems
1 5 (7.25%) Linux
1 5 (7.25%) Unix
2 4 (5.80%) Windows
Processes & Methodologies
1 69 (100.00%) Analytics
2 36 (52.17%) Business Intelligence
3 32 (46.38%) Machine Learning
4 20 (28.99%) Agile Software Development
5 17 (24.64%) Data Modelling
5 17 (24.64%) Data Visualisation
6 12 (17.39%) Business Analytics
7 10 (14.49%) Data Governance
7 10 (14.49%) Project Management
7 10 (14.49%) Stakeholder Management
8 9 (13.04%) Data Analytics
8 9 (13.04%) Data Management
8 9 (13.04%) Data Security
8 9 (13.04%) ETL
9 8 (11.59%) Data Analysis
10 7 (10.14%) MapReduce
10 7 (10.14%) Scrum
11 6 (8.70%) Fraud Modelling
11 6 (8.70%) Predictive Modelling
11 6 (8.70%) Project Governance
Programming Languages
1 23 (33.33%) Python
2 22 (31.88%) SQL
3 17 (24.64%) R
4 15 (21.74%) Java
5 8 (11.59%) MATLAB
6 5 (7.25%) C
7 4 (5.80%) Scala
7 4 (5.80%) T-SQL
8 3 (4.35%) C#
8 3 (4.35%) Perl
8 3 (4.35%) VBA
9 2 (2.90%) C++
9 2 (2.90%) JavaScript
10 1 (1.45%) Data Analysis Expressions (DAX)
10 1 (1.45%) SAS Macro
10 1 (1.45%) TypeScript
Qualifications
1 16 (23.19%) PhD
2 15 (21.74%) Degree
3 8 (11.59%) Security Cleared
4 6 (8.70%) DV Cleared
5 1 (1.45%) BC Cleared
5 1 (1.45%) BPSS Clearance
Quality Assurance & Compliance
1 1 (1.45%) Data Quality
1 1 (1.45%) Disclosure Scotland
1 1 (1.45%) QA
1 1 (1.45%) SLA
System Software
1 2 (2.90%) Apache Flume
1 2 (2.90%) HDFS
1 2 (2.90%) Virtual Machines
Systems Management
1 2 (2.90%) Ambari
1 2 (2.90%) Oozie
Vendors
1 11 (15.94%) Tableau
2 8 (11.59%) Microsoft
3 6 (8.70%) ILOG
3 6 (8.70%) Oracle
4 4 (5.80%) SAP
4 4 (5.80%) Teradata
5 3 (4.35%) Ab Initio
5 3 (4.35%) Actian
5 3 (4.35%) Informatica
5 3 (4.35%) MicroStrategy
5 3 (4.35%) ParAccel
5 3 (4.35%) Sybase
6 2 (2.90%) Alteryx
6 2 (2.90%) CheckPoint
6 2 (2.90%) Cloudera
6 2 (2.90%) GoldenSource
6 2 (2.90%) Hortonworks
6 2 (2.90%) MapR
6 2 (2.90%) Platfora
7 1 (1.45%) Orchard