The table below looks at the statistics for Predictive Modelling 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 Modelling over the 3 months to 30 April 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.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 587 569 531
Rank change year-on-year
-18 -38
Contract jobs citing Predictive Modelling 40 29 63
As % of all contract IT jobs located in England 0.078% 0.057% 0.13%
As % of the Processes & Methodologies category 0.096% 0.072% 0.16%
Number of daily rates quoted 38 24 43
Average daily rate £450 £400 £450
Average daily rate % change year-on-year
+12.50% -11.11%
90% offered a daily rate of more than £424 £343 £302
10% offered a daily rate of more than £683 £620 £495
UK excluding London average daily rate £450 £375 £438
% change year-on-year
+20.00% -14.28%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - -
Predictive Modelling
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
41826 40039 38764
As % of all contract IT jobs located in England 81.63% 78.98% 77.91%
Number of daily rates quoted 27962 25351 24614
Average daily rate £445 £420 £400
Average daily rate % change year-on-year
+5.95% +5.00%
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 average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 916 1169 1134
Average hourly rate £32.25 £29.00 £30.00
Average hourly rate % change year-on-year
+11.20% -3.33%
90% offered a hourly rate of more than £12.83 £12.40 £12.50
10% offered a hourly rate of more than £47.91 £47.83 £50.00
UK excluding London average hourly rate £36.00 £30.75 £31.50
% change year-on-year
+17.07% -2.38%

Predictive Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Predictive Modelling across the England region as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in England

Predictive Modelling
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Predictive Modelling across the England region.

Predictive Modelling Daily Rate Trend in England

Predictive Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the England region over the 3 months to 30 April 2016.

Predictive Modelling Daily Rate Histogram in England

Predictive Modelling
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 Modelling within the England region over the 3 months to 30 April 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 +6 31 £450 - 16
South West +11 3 £850 +78.94%
Yorkshire - 3 £450 - 2
North West -5 1 £700 +154.54%
East Midlands - 1 £450 -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 30 April 2016, IT contractor jobs across the England region citing Predictive Modelling 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 Modelling.

1 38 (52.05%) Analytics
2 29 (39.73%) R
2 29 (39.73%) Python
3 28 (38.36%) Analytical Skills
4 27 (36.99%) SQL
5 26 (35.62%) Degree
5 26 (35.62%) Machine Learning
6 25 (34.25%) Business Intelligence
7 24 (32.88%) Data Modelling
7 24 (32.88%) Data Mining
8 21 (28.77%) Finance
8 21 (28.77%) Big Data
9 16 (21.92%) Data Warehouse
10 15 (20.55%) SAS
10 15 (20.55%) Netezza
10 15 (20.55%) Statistical Analysis
10 15 (20.55%) Statistics
10 15 (20.55%) Apache Spark
11 14 (19.18%) Relational Database
11 14 (19.18%) Apache Hive
11 14 (19.18%) Computer Science
11 14 (19.18%) C++
12 13 (17.81%) Tableau
13 12 (16.44%) Visualisation
13 12 (16.44%) Hadoop
13 12 (16.44%) Data Quality
13 12 (16.44%) Statistical Modelling
14 11 (15.07%) NoSQL
14 11 (15.07%) SDLC
14 11 (15.07%) Marketing

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 30 April 2016, IT contractor jobs across the England region citing Predictive Modelling 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 Modelling. Up to 20 skills are shown per category.

Application Platforms
1 15 (20.55%) Apache Spark
1 15 (20.55%) SAS
2 8 (10.96%) Apache Pig
3 6 (8.22%) Apache
4 2 (2.74%) Node.js
Applications
1 8 (10.96%) SPSS
2 1 (1.37%) MS PowerPoint
2 1 (1.37%) Spreadsheet
2 1 (1.37%) Stata
Cloud Services
1 2 (2.74%) Amazon AWS
Communications & Networking
1 4 (5.48%) DSL
2 2 (2.74%) HTTP
2 2 (2.74%) Internet
2 2 (2.74%) SSL
2 2 (2.74%) TCP/IP
Database & Business Intelligence
1 24 (32.88%) Data Mining
2 21 (28.77%) Big Data
3 16 (21.92%) Data Warehouse
4 14 (19.18%) Apache Hive
4 14 (19.18%) Relational Database
5 12 (16.44%) Hadoop
6 11 (15.07%) NoSQL
7 10 (13.70%) Text Mining
8 9 (12.33%) QlikView
9 7 (9.59%) DB2
10 6 (8.22%) HBase
11 2 (2.74%) Amazon Redshift
11 2 (2.74%) Apache Cassandra
11 2 (2.74%) Base SAS
11 2 (2.74%) CouchDB
11 2 (2.74%) MySQL
11 2 (2.74%) Oracle Database
11 2 (2.74%) Star Schema
12 1 (1.37%) BusinessObjects
Development Applications
1 4 (5.48%) Ant
1 4 (5.48%) Jenkins
1 4 (5.48%) Maven
2 2 (2.74%) Eclipse
2 2 (2.74%) Git (software)
2 2 (2.74%) Gradle
2 2 (2.74%) Hudson
2 2 (2.74%) IntelliJ
2 2 (2.74%) JIRA
2 2 (2.74%) SonarQube
2 2 (2.74%) Sonatype Nexus
2 2 (2.74%) Subversion
2 2 (2.74%) TeamCity
General
1 21 (28.77%) Finance
2 11 (15.07%) Marketing
3 10 (13.70%) Retail
4 5 (6.85%) Games
5 4 (5.48%) Banking
5 4 (5.48%) Financial Institution
5 4 (5.48%) Local Government
5 4 (5.48%) Retail Banking
6 2 (2.74%) Advertising
Job Titles
1 21 (28.77%) Data Scientist
2 19 (26.03%) Analyst
3 15 (20.55%) Developer
4 10 (13.70%) Data Analyst
5 6 (8.22%) SQL Analyst
6 4 (5.48%) Agile Developer
6 4 (5.48%) Analytics Manager
6 4 (5.48%) SQL Data Analyst
7 3 (4.11%) Business Analyst
7 3 (4.11%) Business Intelligence Manager
7 3 (4.11%) Data Analysis Manager
7 3 (4.11%) Hadoop Developer
7 3 (4.11%) Pricing Manager
7 3 (4.11%) Report Manager
7 3 (4.11%) SAS Analyst
7 3 (4.11%) Scala Developer
7 3 (4.11%) Senior Analyst
8 2 (2.74%) Business Manager
8 2 (2.74%) Data Consultant
8 2 (2.74%) SAS Marketing Analyst
Libraries, Frameworks & Software Standards
1 9 (12.33%) Natural Language Processing
2 5 (6.85%) .NET
2 5 (6.85%) scikit-learn
2 5 (6.85%) SciPy
3 4 (5.48%) Kafka
3 4 (5.48%) Samza
3 4 (5.48%) Spark Streaming
3 4 (5.48%) SparkR
4 2 (2.74%) D3.js
4 2 (2.74%) Hibernate
4 2 (2.74%) J2EE
4 2 (2.74%) JPA
4 2 (2.74%) jQuery
4 2 (2.74%) JSON
4 2 (2.74%) RESTful
4 2 (2.74%) Spring MVC
4 2 (2.74%) Struts
4 2 (2.74%) Struts2
4 2 (2.74%) Web Services
4 2 (2.74%) XML
Miscellaneous
1 28 (38.36%) Analytical Skills
2 15 (20.55%) Statistics
3 14 (19.18%) Computer Science
4 12 (16.44%) Visualisation
5 10 (13.70%) Mathematics
6 7 (9.59%) Algorithms
7 6 (8.22%) Data Structures
8 5 (6.85%) Neural Network
9 4 (5.48%) Social Network
10 3 (4.11%) Credit Risk
10 3 (4.11%) Data Extraction
10 3 (4.11%) Hedge funds
11 2 (2.74%) Enterprise Software
12 1 (1.37%) Data Integration
12 1 (1.37%) Fintech
12 1 (1.37%) Physics
12 1 (1.37%) Reference Data
Operating Systems
1 2 (2.74%) Linux
1 2 (2.74%) Mac OS X
2 1 (1.37%) Unix
Processes & Methodologies
1 38 (52.05%) Analytics
2 26 (35.62%) Machine Learning
3 25 (34.25%) Business Intelligence
4 24 (32.88%) Data Modelling
5 15 (20.55%) Statistical Analysis
6 12 (16.44%) Statistical Modelling
7 11 (15.07%) Agile Software Development
7 11 (15.07%) Data Management
7 11 (15.07%) SDLC
8 10 (13.70%) Data Analytics
9 9 (12.33%) Data Visualisation
9 9 (12.33%) Dimensional Modelling
9 9 (12.33%) Operations Research
10 8 (10.96%) Database Optimisation
10 8 (10.96%) Performance Tuning
10 8 (10.96%) Scrum
11 6 (8.22%) Data Transformation
12 5 (6.85%) Deep Learning
12 5 (6.85%) Fraud Detection
12 5 (6.85%) Information Retrieval
Programming Languages
1 29 (39.73%) Python
1 29 (39.73%) R
2 27 (36.99%) SQL
3 14 (19.18%) C++
4 10 (13.70%) Scala
5 9 (12.33%) Java
6 7 (9.59%) MATLAB
7 6 (8.22%) Ruby
8 4 (5.48%) HiveQL
8 4 (5.48%) PHP
9 3 (4.11%) Shell Script
10 2 (2.74%) JavaScript
10 2 (2.74%) VBA
Qualifications
1 26 (35.62%) Degree
2 6 (8.22%) PhD
Quality Assurance & Compliance
1 12 (16.44%) Data Quality
2 1 (1.37%) Basel II
2 1 (1.37%) QA
Systems Management
1 2 (2.74%) Ansible
1 2 (2.74%) Nagios
1 2 (2.74%) Opscode Chef
1 2 (2.74%) ZABBIX
Vendors
1 15 (20.55%) Netezza
2 13 (17.81%) Tableau
3 9 (12.33%) Oracle
4 7 (9.59%) Sybase
4 7 (9.59%) Teradata
5 6 (8.22%) Alteryx
6 2 (2.74%) Cloudera
6 2 (2.74%) Hortonworks
6 2 (2.74%) New Relic
7 1 (1.37%) Cognos
Leeds
Real Staffing
Rate: £400 - £450 per day
Posted: 26 days ago