The table below looks at the statistics for Statistical 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 Statistical Modelling over the 3 months to 1 May 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
1 May 2016
Same period 2015 Same period 2014
Statistical Modeling
Rank 568 580 551
Rank change year-on-year
+12 -29
Contract jobs citing Statistical Modelling 54 38 38
As % of all contract IT jobs located in England 0.11% 0.074% 0.076%
As % of the Processes & Methodologies category 0.13% 0.093% 0.098%
Number of daily rates quoted 49 23 21
Average daily rate £480 £430 £400
Average daily rate % change year-on-year
+11.62% +7.50%
90% offered a daily rate of more than £225 £340 £325
10% offered a daily rate of more than £700 £545 £475
UK excluding London average daily rate £478 £450 £463
% change year-on-year
+6.11% -2.70%
Number of hourly rates quoted 1 0 1
Average hourly rate £17.50 - £167.50
UK excluding London average hourly rate - - £167.50
Statistical 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
41831 40715 38755
As % of all contract IT jobs located in England 81.63% 79.06% 77.91%
Number of daily rates quoted 27968 25808 24622
Average daily rate £445 £418 £400
Average daily rate % change year-on-year
+6.58% +4.37%
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 1188 1141
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 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

Statistical Modelling
Jobs Demand Trend in England

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

Statistical Modelling Jobs Demand Trend in England

Statistical Modelling
Daily Rate Trend in England

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

Statistical Modelling Daily Rate Trend in England

Statistical Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Modelling across the England region over the 3 months to 1 May 2016.

Statistical Modelling Daily Rate Histogram in England

Statistical Modelling
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Statistical Modelling across the England region.

Statistical Modelling Hourly Rate Trend in England

Statistical 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 Statistical Modelling within the England region over the 3 months to 1 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
(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 -19 30 £500 +17.64% 18
West Midlands - 8 £550 - 4
Yorkshire +7 7 £475 +40.74% 1
South East -11 7 £475 - 8
East Midlands - 1 £450 -
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 1 May 2016, IT contractor jobs across the England region citing Statistical 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 Statistical Modelling.

1 39 (43.82%) Analytics
2 37 (41.57%) SAS
3 36 (40.45%) R
4 33 (37.08%) Python
5 31 (34.83%) Finance
6 29 (32.58%) Analytical Skills
7 25 (28.09%) SQL
8 23 (25.84%) Degree
9 20 (22.47%) SPSS
10 19 (21.35%) Data Management
10 19 (21.35%) Visualisation
11 17 (19.10%) Big Data
11 17 (19.10%) Statistics
12 16 (17.98%) Business Intelligence
12 16 (17.98%) C++
12 16 (17.98%) Machine Learning
12 16 (17.98%) Mathematics
13 13 (14.61%) Data Modelling
13 13 (14.61%) Data Mining
14 12 (13.48%) VBA
14 12 (13.48%) .NET
14 12 (13.48%) Marketing
14 12 (13.48%) Predictive Modelling
15 11 (12.36%) Statistical Analysis
15 11 (12.36%) Data Analysis
16 10 (11.24%) Banking
16 10 (11.24%) SQL Server
16 10 (11.24%) QlikView
16 10 (11.24%) Data Analytics
17 9 (10.11%) Computer Science

Statistical Modelling
Top Related IT Skills in England by Category

For the 6 months to 1 May 2016, IT contractor jobs across the England region citing Statistical 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 Statistical Modelling. Up to 20 skills are shown per category.

Application Platforms
1 37 (41.57%) SAS
2 4 (4.49%) Apache Pig
3 3 (3.37%) Apache
3 3 (3.37%) Apache Spark
4 1 (1.12%) Node.js
4 1 (1.12%) SharePoint
Applications
1 20 (22.47%) SPSS
2 9 (10.11%) MS Excel
3 4 (4.49%) MS Office
4 2 (2.25%) MS PowerPoint
Business Applications
1 2 (2.25%) Eloqua
1 2 (2.25%) FastStats
2 1 (1.12%) SAP Oil and Gas
Cloud Services
1 2 (2.25%) Google Analytics
2 1 (1.12%) Adobe Analytics
2 1 (1.12%) Microsoft Azure
2 1 (1.12%) Pure360
2 1 (1.12%) Responsys
2 1 (1.12%) SaaS
2 1 (1.12%) SmartFocus
Communications & Networking
1 2 (2.25%) Internet
Database & Business Intelligence
1 17 (19.10%) Big Data
2 13 (14.61%) Data Mining
3 10 (11.24%) QlikView
3 10 (11.24%) SQL Server
4 8 (8.99%) Hadoop
5 7 (7.87%) Data Warehouse
5 7 (7.87%) Text Mining
6 5 (5.62%) Relational Database
7 4 (4.49%) Apache Hive
7 4 (4.49%) Base SAS
7 4 (4.49%) BusinessObjects
7 4 (4.49%) Data Mart
8 3 (3.37%) MySQL
8 3 (3.37%) NoSQL
9 2 (2.25%) Apache Cassandra
9 2 (2.25%) CouchDB
9 2 (2.25%) Oracle Database
9 2 (2.25%) Power BI
9 2 (2.25%) SAS Data Integration Studio
9 2 (2.25%) SAS Enterprise Guide
Development Applications
1 2 (2.25%) SQL Server Management Studio (SSMS)
2 1 (1.12%) Git (software)
2 1 (1.12%) Grunt
2 1 (1.12%) RStudio
2 1 (1.12%) Team Foundation Server
2 1 (1.12%) Visual Studio
General
1 31 (34.83%) Finance
2 12 (13.48%) Marketing
3 10 (11.24%) Banking
4 7 (7.87%) Back Office
5 5 (5.62%) Retail
6 4 (4.49%) Telecoms
7 3 (3.37%) Front Office
8 2 (2.25%) Billing
8 2 (2.25%) Games
8 2 (2.25%) Legal
8 2 (2.25%) Publishing
9 1 (1.12%) Advertising
9 1 (1.12%) Electronics
9 1 (1.12%) Manufacturing
Job Titles
1 35 (39.33%) Analyst
2 25 (28.09%) Data Scientist
3 15 (16.85%) Data Analyst
4 13 (14.61%) Developer
5 9 (10.11%) Qualitative Analyst
5 9 (10.11%) Quantitative Analyst
6 7 (7.87%) Architect
6 7 (7.87%) WinForms Developer
7 5 (5.62%) Business Intelligence Architect
7 5 (5.62%) Risk Analyst
7 5 (5.62%) SAS Analyst
7 5 (5.62%) Statistical Modeller
8 4 (4.49%) Consultant
9 3 (3.37%) Marketing Analyst
9 3 (3.37%) SAS Data Analyst
9 3 (3.37%) SAS Modeller
9 3 (3.37%) Senior Analyst
10 2 (2.25%) Credit Risk Analyst
10 2 (2.25%) Junior Analyst
10 2 (2.25%) Junior Data Analyst
Libraries, Frameworks & Software Standards
1 12 (13.48%) .NET
2 7 (7.87%) .NET Framework
2 7 (7.87%) WinForms
3 5 (5.62%) Natural Language Processing
4 3 (3.37%) SciPy
5 1 (1.12%) AngularJS
5 1 (1.12%) Highcharts JS
5 1 (1.12%) jQuery
5 1 (1.12%) LAMP
5 1 (1.12%) LAPP Stack
5 1 (1.12%) MLlib
5 1 (1.12%) REST
5 1 (1.12%) Sass
5 1 (1.12%) SOAP
5 1 (1.12%) Twitter Bootstrap
5 1 (1.12%) Underscore.js
5 1 (1.12%) Web Services
5 1 (1.12%) XML
Miscellaneous
1 29 (32.58%) Analytical Skills
2 19 (21.35%) Visualisation
3 17 (19.10%) Statistics
4 16 (17.98%) Mathematics
5 9 (10.11%) Computer Science
6 7 (7.87%) Algorithms
6 7 (7.87%) Credit Risk
7 6 (6.74%) Data Extraction
7 6 (6.74%) User Experience
8 5 (5.62%) Management Information System
8 5 (5.62%) Neural Network
9 4 (4.49%) Psychology
9 4 (4.49%) Social Network
10 3 (3.37%) Economics
10 3 (3.37%) Physics
11 2 (2.25%) Data Integration
11 2 (2.25%) Data Protection Act
12 1 (1.12%) FMCG
12 1 (1.12%) Ontologies
12 1 (1.12%) Reference Data
Operating Systems
1 8 (8.99%) Windows
2 3 (3.37%) Unix
3 1 (1.12%) Linux
3 1 (1.12%) Windows Mobile
Processes & Methodologies
1 39 (43.82%) Analytics
2 19 (21.35%) Data Management
3 16 (17.98%) Business Intelligence
3 16 (17.98%) Machine Learning
4 13 (14.61%) Data Modelling
5 12 (13.48%) Predictive Modelling
6 11 (12.36%) Data Analysis
6 11 (12.36%) Statistical Analysis
7 10 (11.24%) Data Analytics
8 9 (10.11%) Predictive Analytics
9 8 (8.99%) OO
10 6 (6.74%) Data Visualisation
10 6 (6.74%) ETL
10 6 (6.74%) Open Source
10 6 (6.74%) Resource Management
10 6 (6.74%) Stakeholder Management
11 5 (5.62%) Big Data Analytics
11 5 (5.62%) Data Governance
11 5 (5.62%) Kimball Methodology
11 5 (5.62%) Root Cause Analysis
Programming Languages
1 36 (40.45%) R
2 33 (37.08%) Python
3 25 (28.09%) SQL
4 16 (17.98%) C++
5 12 (13.48%) VBA
6 7 (7.87%) C#
7 5 (5.62%) Java
8 4 (4.49%) MATLAB
9 2 (2.25%) C
9 2 (2.25%) JavaScript
9 2 (2.25%) Scala
10 1 (1.12%) Bash Shell
10 1 (1.12%) Perl
10 1 (1.12%) PHP
10 1 (1.12%) PL/SQL
10 1 (1.12%) Ruby
10 1 (1.12%) Shell Script
10 1 (1.12%) VB
Qualifications
1 23 (25.84%) Degree
2 6 (6.74%) PhD
3 4 (4.49%) Security Cleared
4 3 (3.37%) SC Cleared
5 2 (2.25%) BPSS Clearance
5 2 (2.25%) DBS Check
6 1 (1.12%) CISSP
6 1 (1.12%) CLAS
6 1 (1.12%) ISEB
6 1 (1.12%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 6 (6.74%) Data Quality
2 1 (1.12%) Disclosure Scotland
2 1 (1.12%) ISO/IEC 27001
2 1 (1.12%) QA
Systems Management
1 1 (1.12%) Nagios
1 1 (1.12%) Opscode Chef
1 1 (1.12%) Puppet
1 1 (1.12%) Salt
1 1 (1.12%) WMI
Vendors
1 7 (7.87%) Tableau
2 6 (6.74%) Microsoft
3 5 (5.62%) Alteryx
4 3 (3.37%) Cloudera
4 3 (3.37%) Oracle
4 3 (3.37%) SAP
5 2 (2.25%) Adobe
5 2 (2.25%) Apteco
5 2 (2.25%) Google
5 2 (2.25%) Hortonworks
6 1 (1.12%) Ab Initio
6 1 (1.12%) DoubleClick
6 1 (1.12%) Informatica
6 1 (1.12%) Minitab
6 1 (1.12%) Netezza
6 1 (1.12%) Omniture
6 1 (1.12%) RapidMiner
6 1 (1.12%) Red Hat
6 1 (1.12%) Sysomos
6 1 (1.12%) Twitter
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