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 1 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
1 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 579 593 575
Rank change year-on-year
+14 -18
Contract jobs citing Predictive Analytics 34 24 14
As % of all contract IT jobs located in England 0.069% 0.047% 0.029%
As % of the Processes & Methodologies category 0.084% 0.059% 0.036%
Number of daily rates quoted 24 17 9
Median daily rate £513 £500 £600
Median daily rate % change year-on-year
+2.50% -16.66%
90% offered a daily rate of more than £371 £310 £253
10% offered a daily rate of more than £621 £670 £630
UK excluding London median daily rate £425 £393 £400
% change year-on-year
+8.28% -1.87%
Number of hourly rates quoted 1 0 1
Median hourly rate £100.00 - £125.00
UK excluding London median hourly rate - - -
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
40458 40695 38413
As % of all contract IT jobs located in England 82.49% 79.83% 78.73%
Number of daily rates quoted 27130 26742 24468
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
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 941 1073 1145
Median hourly rate £27.62 £27.50 £27.50
Median hourly rate % change year-on-year
+0.43% -
90% offered a hourly rate of more than £13.00 £12.00 £13.00
10% offered a hourly rate of more than £48.00 £50.00 £46.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 1 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 1 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 +3 28 £525 +5.00% 19
South East +9 5 £350 -34.88% 5
East Midlands - 1 - -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 1 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 65 (100.00%) Analytics
2 27 (41.54%) Machine Learning
3 26 (40.00%) Business Intelligence
4 24 (36.92%) Python
5 22 (33.85%) SAS
5 22 (33.85%) Big Data
5 22 (33.85%) Hadoop
6 20 (30.77%) R
7 19 (29.23%) Data Management
8 17 (26.15%) Visualisation
9 16 (24.62%) Finance
9 16 (24.62%) SQL
10 15 (23.08%) Analytical Skills
11 14 (21.54%) Data Warehouse
12 13 (20.00%) Mathematics
13 12 (18.46%) Data Analytics
13 12 (18.46%) ETL
13 12 (18.46%) SQL Server Integration Services
14 11 (16.92%) Statistics
14 11 (16.92%) SQL Server
14 11 (16.92%) Apache Spark
14 11 (16.92%) Computer Science
15 10 (15.38%) Master Data Management
15 10 (15.38%) SPSS
16 9 (13.85%) Data Modelling
16 9 (13.85%) Agile Software Development
16 9 (13.85%) Algorithms
17 8 (12.31%) Statistical Modelling
17 8 (12.31%) Physics
17 8 (12.31%) Security Cleared

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 (33.85%) SAS
2 11 (16.92%) Apache Spark
3 6 (9.23%) Apache Pig
4 3 (4.62%) SharePoint
5 1 (1.54%) Apache
5 1 (1.54%) CMS
5 1 (1.54%) IPython
Applications
1 10 (15.38%) SPSS
2 8 (12.31%) CPLEX
3 6 (9.23%) MS Excel
Business Applications
1 2 (3.08%) Dynamics AX
Cloud Services
1 2 (3.08%) Amazon AWS
1 2 (3.08%) Microsoft Azure
2 1 (1.54%) Adobe Analytics
2 1 (1.54%) Azure Machine Learning
2 1 (1.54%) IaaS
2 1 (1.54%) PaaS
Database & Business Intelligence
1 22 (33.85%) Big Data
1 22 (33.85%) Hadoop
2 14 (21.54%) Data Warehouse
3 12 (18.46%) SQL Server Integration Services
4 11 (16.92%) SQL Server
5 7 (10.77%) Apache Hive
5 7 (10.77%) Data Mining
6 6 (9.23%) Relational Database
7 4 (6.15%) Power BI
7 4 (6.15%) SQL Server Reporting Services
8 3 (4.62%) MySQL
8 3 (4.62%) OLAP
8 3 (4.62%) QlikView
8 3 (4.62%) SAS Enterprise Miner
9 2 (3.08%) DB2
9 2 (3.08%) SAS EBI
9 2 (3.08%) SQL Server Analysis Services
10 1 (1.54%) MongoDB
10 1 (1.54%) NoSQL
10 1 (1.54%) Oracle OLAP
Development Applications
1 1 (1.54%) Visual Studio
1 1 (1.54%) Visual Studio Tools for Office
General
1 16 (24.62%) Finance
2 7 (10.77%) Banking
3 6 (9.23%) Marketing
4 3 (4.62%) Online Betting
5 2 (3.08%) Legal
5 2 (3.08%) Manufacturing
5 2 (3.08%) Retail
6 1 (1.54%) Corporate Banking
6 1 (1.54%) Financial Institution
6 1 (1.54%) Retail Banking
Job Titles
1 20 (30.77%) Data Scientist
2 11 (16.92%) Developer
3 9 (13.85%) Architect
3 9 (13.85%) Machine Learning Scientist
4 8 (12.31%) Data Architect
5 4 (6.15%) Analyst
5 4 (6.15%) MATLAB Developer
5 4 (6.15%) Python Developer
6 3 (4.62%) Analytics Manager
6 3 (4.62%) Consultant
6 3 (4.62%) Data Warehouse Developer
6 3 (4.62%) Head of Business Intelligence
6 3 (4.62%) R Developer
6 3 (4.62%) Senior Architect
6 3 (4.62%) Senior Data Architect
6 3 (4.62%) Senior Data Scientist
6 3 (4.62%) Senior Developer
6 3 (4.62%) SQL Developer
6 3 (4.62%) SSIS Developer
7 2 (3.08%) Programmer
Libraries, Frameworks & Software Standards
1 7 (10.77%) .NET
2 5 (7.69%) NumPy
2 5 (7.69%) Pandas
2 5 (7.69%) scikit-learn
2 5 (7.69%) SciPy
3 2 (3.08%) .NET Framework
3 2 (3.08%) ASP.NET
3 2 (3.08%) D3.js
3 2 (3.08%) HTML
4 1 (1.54%) Apache Thrift
4 1 (1.54%) Django
4 1 (1.54%) HTML5
4 1 (1.54%) Leaflet
4 1 (1.54%) Natural Language Processing
4 1 (1.54%) ODBC
Miscellaneous
1 17 (26.15%) Visualisation
2 15 (23.08%) Analytical Skills
3 13 (20.00%) Mathematics
4 11 (16.92%) Computer Science
4 11 (16.92%) Statistics
5 9 (13.85%) Algorithms
6 8 (12.31%) Physics
7 6 (9.23%) Artificial Intelligence
8 5 (7.69%) Credit Risk
8 5 (7.69%) Management Information System
9 4 (6.15%) Neural Network
9 4 (6.15%) Psychology
10 3 (4.62%) Data Extraction
10 3 (4.62%) Data Structures
10 3 (4.62%) Smart Energy
11 2 (3.08%) Blockchain
11 2 (3.08%) Client/Server
11 2 (3.08%) Data Centre
11 2 (3.08%) User Experience
12 1 (1.54%) PMI
Operating Systems
1 2 (3.08%) Linux
1 2 (3.08%) Unix
1 2 (3.08%) Windows
Processes & Methodologies
1 65 (100.00%) Analytics
2 27 (41.54%) Machine Learning
3 26 (40.00%) Business Intelligence
4 19 (29.23%) Data Management
5 12 (18.46%) Data Analytics
5 12 (18.46%) ETL
6 10 (15.38%) Master Data Management
7 9 (13.85%) Agile Software Development
7 9 (13.85%) Data Modelling
8 8 (12.31%) Data Architecture
8 8 (12.31%) Statistical Modelling
9 7 (10.77%) Data Analysis
9 7 (10.77%) Data Transformation
9 7 (10.77%) Open Source
9 7 (10.77%) Programme Management
10 6 (9.23%) Data Governance
11 5 (7.69%) Business Analytics
11 5 (7.69%) Data Visualisation
11 5 (7.69%) Linear Regression
11 5 (7.69%) Statistical Analysis
Programming Languages
1 24 (36.92%) Python
2 20 (30.77%) R
3 16 (24.62%) SQL
4 8 (12.31%) MATLAB
5 4 (6.15%) T-SQL
6 3 (4.62%) C#
6 3 (4.62%) Scala
7 2 (3.08%) JavaScript
7 2 (3.08%) X++
8 1 (1.54%) C
8 1 (1.54%) C++
8 1 (1.54%) Java
8 1 (1.54%) VBA
Qualifications
1 8 (12.31%) Security Cleared
2 6 (9.23%) Degree
2 6 (9.23%) PhD
3 5 (7.69%) SC Cleared
4 2 (3.08%) DV Cleared
5 1 (1.54%) BPSS Clearance
5 1 (1.54%) DBS Check
5 1 (1.54%) PMI Certification
5 1 (1.54%) PMP
Quality Assurance & Compliance
1 7 (10.77%) Data Quality
2 2 (3.08%) Disclosure Scotland
3 1 (1.54%) QA
3 1 (1.54%) SLA
System Software
1 1 (1.54%) Apache Flume
1 1 (1.54%) Virtual Machines
Systems Management
1 1 (1.54%) Oozie
Vendors
1 8 (12.31%) ILOG
2 7 (10.77%) Microsoft
3 6 (9.23%) Oracle
4 4 (6.15%) Tableau
5 2 (3.08%) Adobe
5 2 (3.08%) Alteryx
5 2 (3.08%) IBM
5 2 (3.08%) JD Edwards
6 1 (1.54%) Cognos
6 1 (1.54%) Informatica
6 1 (1.54%) SAP
6 1 (1.54%) Sybase
North London
Connectus
Rate: £500 per day
Posted: 12 hours ago
West Sussex
Computer People
Rate: Good daily rate dependant on Skills
Posted: 4 days ago