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 4 May 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
4 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 590 588 561
Rank change year-on-year
-2 -27
Contract jobs citing Predictive Analytics 41 22 27
As % of all contract IT jobs located in England 0.080% 0.043% 0.054%
As % of the Processes & Methodologies category 0.098% 0.055% 0.070%
Number of daily rates quoted 25 16 18
Median daily rate £463 £475 £575
Median daily rate % change year-on-year
-2.63% -17.39%
90% offered a daily rate of more than £325 £330 £268
10% offered a daily rate of more than £608 £700 £720
UK excluding London median daily rate £350 £488 -
% change year-on-year
-28.20% -
Number of hourly rates quoted 1 1 0
Median hourly rate £100.00 £92.50 -
Median hourly rate % change year-on-year
+8.10% -
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
41645 40103 38723
As % of all contract IT jobs located in England 81.71% 79.12% 77.96%
Number of daily rates quoted 27844 25420 24585
Median daily rate £445 £415 £400
Median daily rate % change year-on-year
+7.22% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 911 1177 1144
Median hourly rate £30.00 £29.00 £30.00
Median hourly rate % change year-on-year
+3.44% -3.33%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £47.50 £47.88 £50.00
UK excluding London median hourly rate £36.00 £30.50 £31.00
% change year-on-year
+18.03% -1.61%

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 4 May 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 4 May 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 +12 35 £493 +3.68% 8
South East -7 2 £306 -43.02% 3
East of England - 2 £363 - 1
Yorkshire -2 1 £325 -10.34%
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 4 May 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 71 (100.00%) Analytics
2 28 (39.44%) Python
3 27 (38.03%) Machine Learning
4 26 (36.62%) Visualisation
4 26 (36.62%) Business Intelligence
5 24 (33.80%) R
6 23 (32.39%) Big Data
7 22 (30.99%) Data Management
8 21 (29.58%) SAS
9 18 (25.35%) Hadoop
10 17 (23.94%) Data Analytics
10 17 (23.94%) Finance
11 14 (19.72%) Computer Science
11 14 (19.72%) SQL
12 13 (18.31%) Data Warehouse
12 13 (18.31%) Mathematics
12 13 (18.31%) Analytical Skills
13 12 (16.90%) Data Visualisation
13 12 (16.90%) Statistics
13 12 (16.90%) Data Mining
13 12 (16.90%) SPSS
14 11 (15.49%) ETL
14 11 (15.49%) Agile Software Development
15 10 (14.08%) Physics
15 10 (14.08%) Apache Spark
16 9 (12.68%) Statistical Modelling
16 9 (12.68%) MATLAB
16 9 (12.68%) Data Modelling
16 9 (12.68%) Marketing
17 8 (11.27%) SQL Server Integration Services

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 (29.58%) SAS
2 10 (14.08%) Apache Spark
3 4 (5.63%) Apache Pig
4 2 (2.82%) SharePoint
5 1 (1.41%) Apache
5 1 (1.41%) CMS
5 1 (1.41%) IPython
Applications
1 12 (16.90%) SPSS
2 8 (11.27%) CPLEX
3 3 (4.23%) MS Excel
Business Applications
1 2 (2.82%) Dynamics AX
Cloud Services
1 4 (5.63%) Amazon AWS
Database & Business Intelligence
1 23 (32.39%) Big Data
2 18 (25.35%) Hadoop
3 13 (18.31%) Data Warehouse
4 12 (16.90%) Data Mining
5 8 (11.27%) SQL Server Integration Services
6 6 (8.45%) SQL Server
7 5 (7.04%) Apache Hive
7 5 (7.04%) NoSQL
7 5 (7.04%) QlikView
8 4 (5.63%) SQL Server Reporting Services
8 4 (5.63%) Text Mining
9 3 (4.23%) MySQL
9 3 (4.23%) OLAP
9 3 (4.23%) SAS Enterprise Miner
9 3 (4.23%) Snowflake Schema
9 3 (4.23%) Star Schema
10 2 (2.82%) MongoDB
10 2 (2.82%) Relational Database
10 2 (2.82%) SAS EBI
10 2 (2.82%) SQL Server Analysis Services
General
1 17 (23.94%) Finance
2 9 (12.68%) Marketing
3 7 (9.86%) Banking
4 3 (4.23%) Online Betting
5 2 (2.82%) Legal
5 2 (2.82%) Manufacturing
5 2 (2.82%) Retail
6 1 (1.41%) French Language
6 1 (1.41%) Games
6 1 (1.41%) Local Government
Job Titles
1 21 (29.58%) Data Scientist
2 11 (15.49%) Architect
3 10 (14.08%) Data Architect
3 10 (14.08%) Developer
4 7 (9.86%) Machine Learning Scientist
5 5 (7.04%) Analyst
6 4 (5.63%) Consultant
6 4 (5.63%) MATLAB Developer
6 4 (5.63%) Python Developer
6 4 (5.63%) SSIS Developer
7 3 (4.23%) Data Analyst
7 3 (4.23%) Head of Analytics
7 3 (4.23%) R Developer
7 3 (4.23%) Senior Architect
7 3 (4.23%) Senior Data Architect
7 3 (4.23%) Senior Data Scientist
7 3 (4.23%) SQL Developer
8 2 (2.82%) Administrator
8 2 (2.82%) Lead Developer
8 2 (2.82%) Programmer
Libraries, Frameworks & Software Standards
1 7 (9.86%) .NET
2 4 (5.63%) Natural Language Processing
3 3 (4.23%) NumPy
3 3 (4.23%) Pandas
3 3 (4.23%) scikit-learn
3 3 (4.23%) SciPy
3 3 (4.23%) Web Services
4 2 (2.82%) .NET Framework
4 2 (2.82%) ASP.NET
4 2 (2.82%) HTML
5 1 (1.41%) Apache Thrift
5 1 (1.41%) CSS
5 1 (1.41%) D3.js
5 1 (1.41%) Django
Miscellaneous
1 26 (36.62%) Visualisation
2 14 (19.72%) Computer Science
3 13 (18.31%) Analytical Skills
3 13 (18.31%) Mathematics
4 12 (16.90%) Statistics
5 10 (14.08%) Physics
6 8 (11.27%) Algorithms
7 5 (7.04%) Credit Risk
7 5 (7.04%) Neural Network
8 4 (5.63%) Artificial Intelligence
8 4 (5.63%) Management Information System
8 4 (5.63%) Psychology
8 4 (5.63%) Social Network
9 3 (4.23%) Digital Media
9 3 (4.23%) New Media
10 2 (2.82%) Client/Server
10 2 (2.82%) Data Centre
10 2 (2.82%) Economics
10 2 (2.82%) Smart Energy
10 2 (2.82%) User Experience
Operating Systems
1 2 (2.82%) Linux
1 2 (2.82%) Unix
1 2 (2.82%) Windows
Processes & Methodologies
1 71 (100.00%) Analytics
2 27 (38.03%) Machine Learning
3 26 (36.62%) Business Intelligence
4 22 (30.99%) Data Management
5 17 (23.94%) Data Analytics
6 12 (16.90%) Data Visualisation
7 11 (15.49%) Agile Software Development
7 11 (15.49%) ETL
8 9 (12.68%) Data Modelling
8 9 (12.68%) Statistical Modelling
9 8 (11.27%) Data Governance
10 7 (9.86%) Data Architecture
10 7 (9.86%) Open Source
11 6 (8.45%) Data Transformation
11 6 (8.45%) Master Data Management
11 6 (8.45%) Programme Management
11 6 (8.45%) Scrum
12 5 (7.04%) Data Analysis
12 5 (7.04%) ITIL
12 5 (7.04%) Statistical Analysis
Programming Languages
1 28 (39.44%) Python
2 24 (33.80%) R
3 14 (19.72%) SQL
4 9 (12.68%) MATLAB
5 4 (5.63%) C++
6 3 (4.23%) Scala
7 2 (2.82%) C#
7 2 (2.82%) JavaScript
7 2 (2.82%) X++
8 1 (1.41%) C
8 1 (1.41%) Java
Qualifications
1 8 (11.27%) Security Cleared
2 6 (8.45%) Degree
3 5 (7.04%) PhD
3 5 (7.04%) SC Cleared
4 2 (2.82%) DV Cleared
5 1 (1.41%) BPSS Clearance
5 1 (1.41%) DBS Check
5 1 (1.41%) PMI Certification
5 1 (1.41%) PMP
Quality Assurance & Compliance
1 8 (11.27%) Data Quality
2 2 (2.82%) Disclosure Scotland
3 1 (1.41%) QA
System Software
1 1 (1.41%) Apache Flume
Systems Management
1 1 (1.41%) Oozie
Vendors
1 8 (11.27%) ILOG
1 8 (11.27%) Tableau
2 4 (5.63%) Alteryx
2 4 (5.63%) Microsoft
3 2 (2.82%) JD Edwards
3 2 (2.82%) Oracle
4 1 (1.41%) Cognos
4 1 (1.41%) IBM
4 1 (1.41%) Salesforce.com
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