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 average contractor rates offered in IT contracts that have cited Predictive Analytics over the 3 months to 9 February 2016 with a comparison to the same period in 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.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 573 550 560
Rank change year-on-year
-23 +10
Contract jobs citing Predictive Analytics 35 28 9
As % of all contract IT jobs located in England 0.074% 0.060% 0.020%
As % of the Processes & Methodologies category 0.091% 0.077% 0.026%
Number of daily rates quoted 18 20 6
Average daily rate £513 £598 £338
Average daily rate % change year-on-year
-14.22% +77.03%
90% offered a daily rate of more than £275 £425 £291
10% offered a daily rate of more than £900 £700 £425
UK excluding London average daily rate £825 £500 -
% change year-on-year
+65.00% -
Number of hourly rates quoted 0 4 0
Average hourly rate - £28.74 -
UK excluding London average 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
38464 36543 34805
As % of all contract IT jobs located in England 81.46% 77.80% 77.07%
Number of daily rates quoted 25533 23649 21506
Average daily rate £430 £425 £401
Average daily rate % change year-on-year
+1.17% +6.11%
90% offered a daily rate of more than £300 £285 £273
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1098 988 1090
Average hourly rate £37.50 £26.00 £27.50
Average hourly rate % change year-on-year
+44.23% -5.45%
90% offered a hourly rate of more than £12.72 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £45.50 £52.32
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Predictive Analytics
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Predictive Analytics across the England region as a proportion of the total demand within 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 9 February 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 average contractor rates quoted in IT jobs citing Predictive Analytics within the England region over the 3 months to 9 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +7 23 £475 -20.83% 13
North West - 7 £900 - 1
South East -6 2 £406 -29.34% 3
Yorkshire - 1 - - 1
East Midlands - 1 £450 -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 9 February 2016, IT contractor jobs across the England region citing Predictive Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Predictive Analytics.

1 61 (100.00%) Analytics
2 24 (39.34%) Big Data
2 24 (39.34%) Business Intelligence
3 22 (36.07%) Visualisation
4 19 (31.15%) Data Analytics
5 18 (29.51%) Machine Learning
5 18 (29.51%) Hadoop
5 18 (29.51%) Python
5 18 (29.51%) Finance
5 18 (29.51%) Data Management
6 17 (27.87%) R
7 16 (26.23%) Agile Software Development
8 14 (22.95%) Statistics
8 14 (22.95%) Data Warehouse
8 14 (22.95%) Data Visualisation
9 13 (21.31%) Enterprise Architecture
10 12 (19.67%) Data Mining
10 12 (19.67%) SQL
10 12 (19.67%) SPSS
10 12 (19.67%) Computer Science
10 12 (19.67%) Analytical Skills
10 12 (19.67%) Apache Spark
11 11 (18.03%) SAS
12 10 (16.39%) Tableau
13 9 (14.75%) .NET
13 9 (14.75%) Java
14 8 (13.11%) ETL
14 8 (13.11%) Marketing
14 8 (13.11%) TOGAF
14 8 (13.11%) NoSQL

Predictive Analytics
Top Related IT Skills in England by Category

For the 6 months to 9 February 2016, IT contractor jobs across the England region citing Predictive Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Predictive Analytics. Up to 20 skills are shown per category.

Application Platforms
1 12 (19.67%) Apache Spark
2 11 (18.03%) SAS
3 3 (4.92%) Apache Pig
3 3 (4.92%) SharePoint
4 1 (1.64%) Elasticsearch
Applications
1 12 (19.67%) SPSS
2 3 (4.92%) CPLEX
3 1 (1.64%) MS Excel
Business Applications
1 1 (1.64%) Summit
Cloud Services
1 3 (4.92%) Amazon AWS
Database & Business Intelligence
1 24 (39.34%) Big Data
2 18 (29.51%) Hadoop
3 14 (22.95%) Data Warehouse
4 12 (19.67%) Data Mining
5 8 (13.11%) NoSQL
6 7 (11.48%) Enterprise Data Warehouse
7 6 (9.84%) Apache Hive
7 6 (9.84%) HBase
7 6 (9.84%) MongoDB
8 5 (8.20%) Text Mining
9 4 (6.56%) OLAP
9 4 (6.56%) QlikView
9 4 (6.56%) SAP HANA
10 3 (4.92%) Apache Cassandra
10 3 (4.92%) BusinessObjects
10 3 (4.92%) Oracle Database
10 3 (4.92%) SAS Enterprise Miner
10 3 (4.92%) Snowflake Schema
10 3 (4.92%) Star Schema
11 2 (3.28%) SQL Server Reporting Services
General
1 18 (29.51%) Finance
2 8 (13.11%) Marketing
3 3 (4.92%) Automotive
3 3 (4.92%) Online Betting
4 2 (3.28%) Banking
4 2 (3.28%) Retail
5 1 (1.64%) Advertising
5 1 (1.64%) French Language
5 1 (1.64%) Games
5 1 (1.64%) Local Government
Job Titles
1 18 (29.51%) Architect
2 14 (22.95%) Data Scientist
3 8 (13.11%) Data Architect
3 8 (13.11%) Solutions Architect
4 7 (11.48%) Developer
5 6 (9.84%) Head of Analytics
6 5 (8.20%) Head of Operations
6 5 (8.20%) Machine Learning Scientist
7 4 (6.56%) Analyst
7 4 (6.56%) IT Architect
8 3 (4.92%) Head of Service Operations
8 3 (4.92%) Senior Data Scientist
9 2 (3.28%) Big Data Architect
9 2 (3.28%) Business Intelligence Architect
9 2 (3.28%) Business Intelligence Developer
9 2 (3.28%) Business Intelligence Manager
9 2 (3.28%) Consultant
9 2 (3.28%) Data Analyst
9 2 (3.28%) Head of Testing
9 2 (3.28%) Lead Developer
Libraries, Frameworks & Software Standards
1 9 (14.75%) .NET
2 7 (11.48%) J2EE
3 4 (6.56%) Natural Language Processing
4 3 (4.92%) CSS
4 3 (4.92%) HTML
4 3 (4.92%) Web Services
4 3 (4.92%) XML
5 1 (1.64%) HTML5
5 1 (1.64%) NumPy
5 1 (1.64%) Pandas
5 1 (1.64%) SAP Fiori
5 1 (1.64%) SAPUI5
5 1 (1.64%) scikit-learn
5 1 (1.64%) SciPy
Miscellaneous
1 22 (36.07%) Visualisation
2 14 (22.95%) Statistics
3 12 (19.67%) Analytical Skills
3 12 (19.67%) Computer Science
4 6 (9.84%) Algorithms
4 6 (9.84%) Mathematics
4 6 (9.84%) Physics
5 4 (6.56%) Neural Network
5 4 (6.56%) Social Network
6 3 (4.92%) Digital Media
6 3 (4.92%) Economics
6 3 (4.92%) Management Information System
6 3 (4.92%) New Media
6 3 (4.92%) Social Media
7 2 (3.28%) Applied Mathematics
7 2 (3.28%) Data Structures
8 1 (1.64%) Data Centre
8 1 (1.64%) Data Integration
8 1 (1.64%) Smart Energy
8 1 (1.64%) User Experience
Operating Systems
1 4 (6.56%) Unix
2 2 (3.28%) Linux
3 1 (1.64%) Windows
Processes & Methodologies
1 61 (100.00%) Analytics
2 24 (39.34%) Business Intelligence
3 19 (31.15%) Data Analytics
4 18 (29.51%) Data Management
4 18 (29.51%) Machine Learning
5 16 (26.23%) Agile Software Development
6 14 (22.95%) Data Visualisation
7 13 (21.31%) Enterprise Architecture
8 8 (13.11%) ETL
8 8 (13.11%) TOGAF
9 7 (11.48%) Data Analysis
9 7 (11.48%) MapReduce
9 7 (11.48%) OO
9 7 (11.48%) Open Source
9 7 (11.48%) Technical Architecture
10 6 (9.84%) Data Modelling
11 5 (8.20%) Statistical Modelling
11 5 (8.20%) Zachman Framework
12 4 (6.56%) Big Data Analytics
12 4 (6.56%) Predictive Modelling
Programming Languages
1 18 (29.51%) Python
2 17 (27.87%) R
3 12 (19.67%) SQL
4 9 (14.75%) Java
5 7 (11.48%) MATLAB
6 6 (9.84%) JavaScript
7 4 (6.56%) C++
8 3 (4.92%) Perl
8 3 (4.92%) PL/SQL
9 2 (3.28%) Scala
10 1 (1.64%) Korn
10 1 (1.64%) PHP
10 1 (1.64%) Shell Script
Qualifications
1 6 (9.84%) Degree
2 3 (4.92%) PhD
3 1 (1.64%) PMI Certification
3 1 (1.64%) PMP
Quality Assurance & Compliance
1 6 (9.84%) Data Quality
2 1 (1.64%) Disclosure Scotland
System Software
1 1 (1.64%) HDFS
Systems Management
1 1 (1.64%) Tivoli Storage Manager
Vendors
1 10 (16.39%) Tableau
2 5 (8.20%) SAP
3 4 (6.56%) Alteryx
3 4 (6.56%) IBM
3 4 (6.56%) Oracle
3 4 (6.56%) Teradata
4 3 (4.92%) ILOG
5 2 (3.28%) Cloudera
5 2 (3.28%) Microsoft
6 1 (1.64%) Cognos
6 1 (1.64%) Murex
6 1 (1.64%) Salesforce.com
6 1 (1.64%) Sybase
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