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 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 582 616 584
Rank change year-on-year
+34 -32
Contract jobs citing Predictive Analytics 33 27 27
As % of all contract IT jobs located in England 0.066% 0.052% 0.052%
As % of the Processes & Methodologies category 0.080% 0.064% 0.067%
Number of daily rates quoted 28 22 15
Median daily rate £550 £500 £600
Median daily rate % change year-on-year
+10.00% -16.66%
90% offered a daily rate of more than £334 £308 £268
10% offered a daily rate of more than £750 £743 £740
UK excluding London median daily rate £750 £550 £400
% change year-on-year
+36.36% +37.50%
Number of hourly rates quoted 0 2 7
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
41492 42194 40271
As % of all contract IT jobs located in England 83.40% 81.13% 77.49%
Number of daily rates quoted 27669 28069 25578
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 £595 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1048 1167 1122
Median hourly rate £31.50 £32.00 £23.50
Median hourly rate % change year-on-year
-1.56% +36.17%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £47.83 £48.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 27 September 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 27 September 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
South East +30 16 £750 +476.92% 3
London -9 15 £476 -4.90% 11
North West - 2 £538 -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 27 September 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 73 (100.00%) Analytics
2 37 (50.68%) Business Intelligence
3 35 (47.95%) Big Data
4 32 (43.84%) Machine Learning
5 29 (39.73%) Hadoop
5 29 (39.73%) Visualisation
6 24 (32.88%) Python
7 23 (31.51%) Data Warehouse
7 23 (31.51%) Data Modelling
8 22 (30.14%) SAS
9 19 (26.03%) R
9 19 (26.03%) Mathematics
9 19 (26.03%) Computer Science
10 18 (24.66%) Data Visualisation
10 18 (24.66%) Analytical Skills
10 18 (24.66%) Degree
11 17 (23.29%) PhD
12 16 (21.92%) SQL
13 15 (20.55%) Data Management
14 13 (17.81%) Data Governance
14 13 (17.81%) Apache Hive
14 13 (17.81%) SQL Server Integration Services
14 13 (17.81%) ETL
15 12 (16.44%) Java
15 12 (16.44%) SQL Server
15 12 (16.44%) SPSS
15 12 (16.44%) Finance
15 12 (16.44%) Apache Spark
16 10 (13.70%) Master Data Management
16 10 (13.70%) PaaS

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 (30.14%) SAS
2 12 (16.44%) Apache Spark
3 9 (12.33%) Apache Pig
3 9 (12.33%) Apache Solr
3 9 (12.33%) Elasticsearch
4 3 (4.11%) SharePoint
5 1 (1.37%) Apache
Applications
1 12 (16.44%) SPSS
2 6 (8.22%) MS Excel
3 5 (6.85%) CPLEX
4 1 (1.37%) Spreadsheet
Business Applications
1 1 (1.37%) Hyperion Planning
Cloud Services
1 10 (13.70%) PaaS
2 9 (12.33%) Amazon AWS
2 9 (12.33%) SaaS
3 5 (6.85%) Amazon EMR
4 3 (4.11%) Amazon S3
4 3 (4.11%) AWS Lambda
4 3 (4.11%) Microsoft Azure
5 2 (2.74%) Cloud Computing
6 1 (1.37%) Adobe Analytics
6 1 (1.37%) Azure Machine Learning
6 1 (1.37%) Data Lake Analytics
6 1 (1.37%) IaaS
Database & Business Intelligence
1 35 (47.95%) Big Data
2 29 (39.73%) Hadoop
3 23 (31.51%) Data Warehouse
4 13 (17.81%) Apache Hive
4 13 (17.81%) SQL Server Integration Services
5 12 (16.44%) SQL Server
6 7 (9.59%) MongoDB
6 7 (9.59%) OLAP
7 6 (8.22%) BusinessObjects
7 6 (8.22%) Data Mining
7 6 (8.22%) Power BI
7 6 (8.22%) SQL Server Analysis Services
7 6 (8.22%) SQL Server Reporting Services
8 5 (6.85%) HBase
8 5 (6.85%) QlikView
8 5 (6.85%) Relational Database
9 4 (5.48%) DataStage
9 4 (5.48%) NoSQL
9 4 (5.48%) Oracle OLAP
10 3 (4.11%) Text Mining
Development Applications
1 1 (1.37%) Visual Studio
1 1 (1.37%) Visual Studio Tools for Office
General
1 12 (16.44%) Finance
2 4 (5.48%) Banking
2 4 (5.48%) Marketing
3 1 (1.37%) Back Office
3 1 (1.37%) Corporate Banking
3 1 (1.37%) Financial Institution
3 1 (1.37%) Games
3 1 (1.37%) Retail
3 1 (1.37%) Retail Banking
Job Titles
1 25 (34.25%) Architect
2 23 (31.51%) Data Architect
3 14 (19.18%) Data Scientist
4 9 (12.33%) Developer
4 9 (12.33%) Hadoop Architect
5 8 (10.96%) Consultant
5 8 (10.96%) Java Architect
5 8 (10.96%) Solr Architect
6 6 (8.22%) Machine Learning Scientist
7 5 (6.85%) Analyst
7 5 (6.85%) Python Developer
8 4 (5.48%) Analytics Consultant
8 4 (5.48%) Data Consultant
9 3 (4.11%) Data Warehouse Developer
9 3 (4.11%) Senior Architect
9 3 (4.11%) Senior Data Architect
9 3 (4.11%) Senior Developer
10 2 (2.74%) Business Intelligence Architect
10 2 (2.74%) Enterprise Data Architect
10 2 (2.74%) Head of Business Intelligence
Libraries, Frameworks & Software Standards
1 6 (8.22%) NumPy
1 6 (8.22%) Pandas
1 6 (8.22%) scikit-learn
1 6 (8.22%) SciPy
2 4 (5.48%) .NET
3 2 (2.74%) D3.js
3 2 (2.74%) Web Services
4 1 (1.37%) AngularJS
4 1 (1.37%) Apache Thrift
4 1 (1.37%) Django
4 1 (1.37%) HTML
4 1 (1.37%) HTML5
4 1 (1.37%) Leaflet
4 1 (1.37%) Node.js
4 1 (1.37%) ODBC
4 1 (1.37%) RESTful
4 1 (1.37%) XML
Miscellaneous
1 29 (39.73%) Visualisation
2 19 (26.03%) Computer Science
2 19 (26.03%) Mathematics
3 18 (24.66%) Analytical Skills
4 9 (12.33%) Statistics
5 8 (10.96%) Artificial Intelligence
6 6 (8.22%) Algorithms
7 5 (6.85%) Credit Risk
7 5 (6.85%) Physics
8 4 (5.48%) Data Centre
8 4 (5.48%) Data Structures
8 4 (5.48%) Management Information System
8 4 (5.48%) Psychology
8 4 (5.48%) Smart Energy
9 3 (4.11%) Clustering
9 3 (4.11%) Data Extraction
9 3 (4.11%) Data Integration
9 3 (4.11%) User Experience
10 2 (2.74%) Neural Network
10 2 (2.74%) Virtual Team
Operating Systems
1 4 (5.48%) Linux
1 4 (5.48%) Unix
1 4 (5.48%) Windows
Processes & Methodologies
1 73 (100.00%) Analytics
2 37 (50.68%) Business Intelligence
3 32 (43.84%) Machine Learning
4 23 (31.51%) Data Modelling
5 18 (24.66%) Data Visualisation
6 15 (20.55%) Data Management
7 13 (17.81%) Data Governance
7 13 (17.81%) ETL
8 10 (13.70%) Agile Software Development
8 10 (13.70%) Master Data Management
9 9 (12.33%) Data Security
10 8 (10.96%) Data Analytics
10 8 (10.96%) Data Architecture
11 7 (9.59%) Data Analysis
11 7 (9.59%) Data Transformation
11 7 (9.59%) Programme Management
11 7 (9.59%) Statistical Modelling
12 6 (8.22%) Linear Regression
12 6 (8.22%) Open Source
12 6 (8.22%) Predictive Analysis
Programming Languages
1 24 (32.88%) Python
2 19 (26.03%) R
3 16 (21.92%) SQL
4 12 (16.44%) Java
5 4 (5.48%) C
5 4 (5.48%) MATLAB
5 4 (5.48%) T-SQL
5 4 (5.48%) VBA
6 3 (4.11%) JavaScript
6 3 (4.11%) Perl
6 3 (4.11%) Scala
7 2 (2.74%) C#
8 1 (1.37%) Data Analysis Expressions (DAX)
8 1 (1.37%) TypeScript
Qualifications
1 18 (24.66%) Degree
2 17 (23.29%) PhD
3 10 (13.70%) Security Cleared
4 5 (6.85%) SC Cleared
5 2 (2.74%) BPSS Clearance
5 2 (2.74%) DV Cleared
6 1 (1.37%) BC Cleared
6 1 (1.37%) DBS Check
Quality Assurance & Compliance
1 6 (8.22%) Data Quality
2 3 (4.11%) Disclosure Scotland
3 1 (1.37%) QA
3 1 (1.37%) SLA
System Software
1 1 (1.37%) Virtual Machines
Vendors
1 8 (10.96%) Oracle
2 7 (9.59%) Microsoft
3 5 (6.85%) ILOG
3 5 (6.85%) Tableau
4 4 (5.48%) Informatica
4 4 (5.48%) SAP
4 4 (5.48%) Sybase
5 3 (4.11%) Ab Initio
5 3 (4.11%) Actian
5 3 (4.11%) MicroStrategy
5 3 (4.11%) ParAccel
5 3 (4.11%) Teradata
6 2 (2.74%) Adobe
7 1 (1.37%) Alteryx
7 1 (1.37%) Cognos
7 1 (1.37%) Hyperion
7 1 (1.37%) IBM
7 1 (1.37%) Rackspace
Wokingham, Berkshire
Skilliantech Limited
Rate: Unspecified
Posted: 23 hours ago
Durham, County Durham
IntaPeople
Rate: Competitive
Posted: 4 days ago
Wokingham, Berkshire
Computer People
Rate: £330.00 - £340.00 per day
Posted: 6 days ago