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 5 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
5 Feb 2016
Same period 2015 Same period 2014
Predictive Modeling
Rank 548 528 533
Rank change year-on-year
-20 +5
Contract jobs citing Predictive Modelling 32 52 38
As % of all contract IT jobs located in England 0.068% 0.11% 0.086%
As % of the Processes & Methodologies category 0.083% 0.14% 0.11%
Number of daily rates quoted 21 44 24
Average daily rate £475 £463 £450
Average daily rate % change year-on-year
+2.70% +2.77%
90% offered a daily rate of more than £333 £330 £254
10% offered a daily rate of more than £550 £500 £468
UK excluding London average daily rate £463 £338 £363
% change year-on-year
+37.03% -6.89%
Number of hourly rates quoted 0 0 1
Average hourly rate - - £40.00
UK excluding London average hourly rate - - £40.00
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
38364 35865 34140
As % of all contract IT jobs located in England 81.30% 77.81% 77.01%
Number of daily rates quoted 25447 23262 21094
Average daily rate £425 £425 £401
Average daily rate % change year-on-year
- +5.98%
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 average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1104 964 1067
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 £12.65 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.00 £52.40
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

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 5 February 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 5 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 -20 25 £450 -5.26% 19
Yorkshire - 5 £500 - 1
North West -19 2 £420 +24.44% 1
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 5 February 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 (60.32%) Analytical Skills
2 37 (58.73%) Analytics
3 32 (50.79%) SAS
4 30 (47.62%) SQL
5 28 (44.44%) R
6 27 (42.86%) Data Mining
6 27 (42.86%) Statistics
7 26 (41.27%) Business Intelligence
8 24 (38.10%) Tableau
9 23 (36.51%) Hadoop
10 20 (31.75%) Mathematics
10 20 (31.75%) Computer Science
11 17 (26.98%) Degree
11 17 (26.98%) Python
11 17 (26.98%) Data Modelling
12 16 (25.40%) Neural Network
13 14 (22.22%) Machine Learning
14 13 (20.63%) Validation
15 12 (19.05%) Finance
15 12 (19.05%) SPSS
15 12 (19.05%) Cognos
15 12 (19.05%) C++
15 12 (19.05%) Operations Research
15 12 (19.05%) Marketing
16 11 (17.46%) Unit Testing
16 11 (17.46%) CRM
16 11 (17.46%) MicroStrategy
16 11 (17.46%) Statistical Modelling
16 11 (17.46%) Oracle BI EE
17 10 (15.87%) Visualisation

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 5 February 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 32 (50.79%) SAS
2 10 (15.87%) Apache Spark
3 6 (9.52%) Apache
4 3 (4.76%) Apache Pig
5 2 (3.17%) Node.js
Applications
1 12 (19.05%) SPSS
2 2 (3.17%) MS Excel
2 2 (3.17%) MS Office
2 2 (3.17%) Spreadsheet
3 1 (1.59%) MS PowerPoint
Business Applications
1 1 (1.59%) FastStats
Cloud Services
1 1 (1.59%) SmartFocus
Communications & Networking
1 4 (6.35%) DSL
2 2 (3.17%) HTTP
2 2 (3.17%) Internet
2 2 (3.17%) SSL
2 2 (3.17%) TCP/IP
Database & Business Intelligence
1 27 (42.86%) Data Mining
2 23 (36.51%) Hadoop
3 11 (17.46%) Oracle BI EE
4 9 (14.29%) Big Data
4 9 (14.29%) QlikView
5 8 (12.70%) Apache Hive
6 6 (9.52%) HBase
6 6 (9.52%) Relational Database
6 6 (9.52%) Text Mining
7 4 (6.35%) NoSQL
8 3 (4.76%) Base SAS
8 3 (4.76%) Spotfire
9 2 (3.17%) Apache Cassandra
9 2 (3.17%) BusinessObjects
9 2 (3.17%) CouchDB
9 2 (3.17%) MySQL
9 2 (3.17%) Oracle Database
9 2 (3.17%) Star Schema
Development Applications
1 2 (3.17%) Ant
1 2 (3.17%) Eclipse
1 2 (3.17%) Git (software)
1 2 (3.17%) Gradle
1 2 (3.17%) Hudson
1 2 (3.17%) IntelliJ
1 2 (3.17%) Jenkins
1 2 (3.17%) JIRA
1 2 (3.17%) Maven
1 2 (3.17%) Sonatype Nexus
1 2 (3.17%) Subversion
1 2 (3.17%) TeamCity
General
1 12 (19.05%) Finance
1 12 (19.05%) Marketing
2 7 (11.11%) Retail
3 6 (9.52%) Games
4 3 (4.76%) Manufacturing
5 2 (3.17%) Banking
5 2 (3.17%) Local Government
6 1 (1.59%) Advertising
6 1 (1.59%) Front Office
6 1 (1.59%) Retail Banking
Job Titles
1 23 (36.51%) Analyst
2 13 (20.63%) Data Scientist
3 9 (14.29%) Data Analyst
3 9 (14.29%) Developer
3 9 (14.29%) SQL Analyst
4 8 (12.70%) SAS Analyst
4 8 (12.70%) Senior Analyst
5 6 (9.52%) Business Analyst
5 6 (9.52%) MicroStrategy Analyst
5 6 (9.52%) Senior SAS Analyst
6 5 (7.94%) Data Modeller
6 5 (7.94%) SQL Data Analyst
7 4 (6.35%) Business Data Analyst
7 4 (6.35%) Consultant
7 4 (6.35%) SAS Data Analyst
7 4 (6.35%) SAS Modeller
7 4 (6.35%) Scala Developer
7 4 (6.35%) Senior Data Analyst
8 3 (4.76%) Data Analysis Manager
8 3 (4.76%) Insight Analyst
Libraries, Frameworks & Software Standards
1 5 (7.94%) .NET
1 5 (7.94%) Natural Language Processing
1 5 (7.94%) scikit-learn
1 5 (7.94%) SciPy
2 4 (6.35%) Kafka
2 4 (6.35%) Samza
2 4 (6.35%) Spark Streaming
3 2 (3.17%) D3.js
3 2 (3.17%) Hibernate
3 2 (3.17%) J2EE
3 2 (3.17%) JPA
3 2 (3.17%) jQuery
3 2 (3.17%) JSON
3 2 (3.17%) RESTful
3 2 (3.17%) Ruby on Rails
3 2 (3.17%) Spring MVC
3 2 (3.17%) Struts
3 2 (3.17%) Struts2
3 2 (3.17%) Web Services
3 2 (3.17%) XML
Miscellaneous
1 38 (60.32%) Analytical Skills
2 27 (42.86%) Statistics
3 20 (31.75%) Computer Science
3 20 (31.75%) Mathematics
4 16 (25.40%) Neural Network
5 10 (15.87%) Visualisation
6 6 (9.52%) Economics
7 5 (7.94%) Applied Mathematics
8 4 (6.35%) Algorithms
8 4 (6.35%) Social Network
9 3 (4.76%) Data Structures
9 3 (4.76%) Physics
10 2 (3.17%) Credit Risk
10 2 (3.17%) Data Extraction
10 2 (3.17%) Data Integration
10 2 (3.17%) Enterprise Software
11 1 (1.59%) NHS
Operating Systems
1 2 (3.17%) Linux
1 2 (3.17%) Mac OS X
Processes & Methodologies
1 37 (58.73%) Analytics
2 26 (41.27%) Business Intelligence
3 17 (26.98%) Data Modelling
4 14 (22.22%) Machine Learning
5 13 (20.63%) Validation
6 12 (19.05%) Operations Research
7 11 (17.46%) CRM
7 11 (17.46%) Statistical Modelling
7 11 (17.46%) Unit Testing
8 8 (12.70%) Data Visualisation
8 8 (12.70%) ETL
9 7 (11.11%) Data Management
10 6 (9.52%) Data Analytics
10 6 (9.52%) Statistical Analysis
10 6 (9.52%) Web Analytics
11 5 (7.94%) Deep Learning
11 5 (7.94%) Information Retrieval
11 5 (7.94%) Stakeholder Management
12 4 (6.35%) Predictive Analytics
12 4 (6.35%) Project Management
Programming Languages
1 30 (47.62%) SQL
2 28 (44.44%) R
3 17 (26.98%) Python
4 12 (19.05%) C++
5 7 (11.11%) VBA
6 6 (9.52%) Ruby
6 6 (9.52%) Scala
7 5 (7.94%) Java
8 4 (6.35%) HiveQL
8 4 (6.35%) MATLAB
9 3 (4.76%) JavaScript
9 3 (4.76%) Perl
10 2 (3.17%) C
10 2 (3.17%) PHP
10 2 (3.17%) Shell Script
11 1 (1.59%) SAS Macro
Qualifications
1 17 (26.98%) Degree
2 9 (14.29%) PhD
3 2 (3.17%) Security Cleared
Quality Assurance & Compliance
1 2 (3.17%) Data Quality
2 1 (1.59%) Basel II
2 1 (1.59%) QA
Vendors
1 24 (38.10%) Tableau
2 12 (19.05%) Cognos
3 11 (17.46%) MicroStrategy
4 6 (9.52%) Alteryx
5 2 (3.17%) Cloudera
5 2 (3.17%) Hortonworks
5 2 (3.17%) Oracle
6 1 (1.59%) Alterian
London
Churchill Frank International
Rate: £300 - £400 per day
Posted: 10 days ago