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 contractor rates offered in IT contracts that have cited Statistical Modelling over the 3 months to 28 June 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
28 Jun 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 555 587 550
Rank change year-on-year
+32 -37
Contract jobs citing Statistical Modelling 65 31 46
As % of all contract IT jobs located in England 0.13% 0.062% 0.096%
As % of the Processes & Methodologies category 0.16% 0.078% 0.12%
Number of daily rates quoted 48 19 20
Median daily rate £475 £475 £409
Median daily rate % change year-on-year
- +16.13%
90% offered a daily rate of more than £278 £350 £323
10% offered a daily rate of more than £573 £560 £800
UK excluding London median daily rate £455 £450 £363
% change year-on-year
+1.11% +24.13%
Number of hourly rates quoted 1 2 0
Median hourly rate £17.50 £80.00 -
Median hourly rate % change year-on-year
-78.12% -
UK excluding London median hourly rate - - -
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
40710 39911 37758
As % of all contract IT jobs located in England 82.40% 79.72% 78.63%
Number of daily rates quoted 27348 26219 24080
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
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 median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 934 1059 1123
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £13.00 £12.21 £13.00
10% offered a hourly rate of more than £47.83 £50.00 £46.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Statistical Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Statistical Modelling as a proportion of all IT contracts with a match in 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 28 June 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 median contractor rates quoted in IT jobs citing Statistical Modelling within the England region over the 3 months to 28 June 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 +22 47 £475 -9.52% 12
South East -2 12 £470 +4.44% 4
Yorkshire +4 2 £400 -17.94% 4
South West +4 2 £418 -12.10% 2
East of England +11 1 - - 1
East Midlands -2 1 - -
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 28 June 2016, IT contractor jobs citing Statistical Modelling 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 Statistical Modelling.

1 54 (51.43%) Analytics
2 47 (44.76%) R
3 46 (43.81%) Python
4 42 (40.00%) SAS
5 38 (36.19%) SQL
6 36 (34.29%) Analytical Skills
6 36 (34.29%) Degree
7 27 (25.71%) Finance
8 24 (22.86%) Big Data
9 22 (20.95%) Machine Learning
9 22 (20.95%) Visualisation
10 21 (20.00%) Statistics
11 20 (19.05%) C++
12 19 (18.10%) VBA
12 19 (18.10%) PhD
12 19 (18.10%) Data Management
13 18 (17.14%) MS Excel
13 18 (17.14%) Algorithms
14 17 (16.19%) Mathematics
15 16 (15.24%) Marketing
15 16 (15.24%) Java
15 16 (15.24%) SQL Server
16 13 (12.38%) Data Modelling
16 13 (12.38%) SPSS
17 12 (11.43%) Banking
18 11 (10.48%) E-Commerce
18 11 (10.48%) DevOps
18 11 (10.48%) NoSQL
19 10 (9.52%) Pandas
19 10 (9.52%) Unit Testing

Statistical Modelling
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 42 (40.00%) SAS
2 8 (7.62%) Apache Spark
3 4 (3.81%) Apache Solr
4 1 (0.95%) Apache
4 1 (0.95%) Apache Pig
4 1 (0.95%) SharePoint
Applications
1 18 (17.14%) MS Excel
2 13 (12.38%) SPSS
3 8 (7.62%) MS PowerPoint
4 7 (6.67%) MS Office
5 6 (5.71%) Spreadsheet
Business Applications
1 2 (1.90%) Eloqua
1 2 (1.90%) FastStats
2 1 (0.95%) SAP Oil and Gas
Cloud Services
1 2 (1.90%) SmartFocus
2 1 (0.95%) Google Analytics
2 1 (0.95%) SaaS
Database & Business Intelligence
1 24 (22.86%) Big Data
2 16 (15.24%) SQL Server
3 11 (10.48%) NoSQL
4 9 (8.57%) Hadoop
5 7 (6.67%) Relational Database
6 6 (5.71%) Data Mining
6 6 (5.71%) Data Warehouse
7 5 (4.76%) QlikView
8 4 (3.81%) BusinessObjects
8 4 (3.81%) Data Mart
9 3 (2.86%) Base SAS
9 3 (2.86%) MySQL
9 3 (2.86%) SAS Enterprise Guide
9 3 (2.86%) SQL Server Analysis Services
10 2 (1.90%) Power BI
10 2 (1.90%) PowerPivot
10 2 (1.90%) SAS Data Integration Studio
10 2 (1.90%) SQL Server Integration Services
10 2 (1.90%) SQL Server Reporting Services
11 1 (0.95%) Text Mining
Development Applications
1 6 (5.71%) SQL Server Management Studio (SSMS)
2 1 (0.95%) Git (software)
2 1 (0.95%) Grunt
2 1 (0.95%) Team Foundation Server
2 1 (0.95%) Visual Studio
General
1 27 (25.71%) Finance
2 16 (15.24%) Marketing
3 12 (11.43%) Banking
4 7 (6.67%) Back Office
5 6 (5.71%) Retail
6 4 (3.81%) Advertising
7 3 (2.86%) Front Office
7 3 (2.86%) Telecoms
8 2 (1.90%) Legal
8 2 (1.90%) Publishing
9 1 (0.95%) Corporate Banking
9 1 (0.95%) Electronics
9 1 (0.95%) Financial Institution
9 1 (0.95%) Manufacturing
9 1 (0.95%) Retail Banking
Job Titles
1 39 (37.14%) Analyst
2 27 (25.71%) Data Scientist
3 23 (21.90%) Developer
4 15 (14.29%) Data Analyst
5 9 (8.57%) Qualitative Analyst
5 9 (8.57%) Quantitative Analyst
6 7 (6.67%) Insight Analyst
6 7 (6.67%) WinForms Developer
7 6 (5.71%) SAS Analyst
8 5 (4.76%) Architect
8 5 (4.76%) Risk Analyst
8 5 (4.76%) SQL Analyst
8 5 (4.76%) Statistical Modeller
9 4 (3.81%) Business Intelligence Architect
9 4 (3.81%) Quantitative Developer
10 3 (2.86%) Analyst Developer
10 3 (2.86%) Business Data Analyst
10 3 (2.86%) SAS Data Analyst
10 3 (2.86%) SAS Modeller
10 3 (2.86%) Senior Analyst
Libraries, Frameworks & Software Standards
1 10 (9.52%) Pandas
2 8 (7.62%) .NET
3 7 (6.67%) .NET Framework
3 7 (6.67%) WinForms
4 3 (2.86%) SciPy
5 1 (0.95%) AngularJS
5 1 (0.95%) Highcharts JS
5 1 (0.95%) jQuery
5 1 (0.95%) Kafka
5 1 (0.95%) LAMP
5 1 (0.95%) LAPP Stack
5 1 (0.95%) Natural Language Processing
5 1 (0.95%) Node.js
5 1 (0.95%) REST
5 1 (0.95%) Sass
5 1 (0.95%) SOAP
5 1 (0.95%) Twitter Bootstrap
5 1 (0.95%) Underscore.js
5 1 (0.95%) Web Services
5 1 (0.95%) XML
Miscellaneous
1 36 (34.29%) Analytical Skills
2 22 (20.95%) Visualisation
3 21 (20.00%) Statistics
4 18 (17.14%) Algorithms
5 17 (16.19%) Mathematics
6 7 (6.67%) Credit Risk
6 7 (6.67%) User Experience
7 6 (5.71%) Management Information System
8 5 (4.76%) Performance Metrics
9 4 (3.81%) Computer Science
9 4 (3.81%) Data Extraction
9 4 (3.81%) Economics
9 4 (3.81%) Psychology
10 3 (2.86%) Physics
10 3 (2.86%) Smart Meter
11 2 (1.90%) Data Protection Act
11 2 (1.90%) FMCG
11 2 (1.90%) Neural Network
12 1 (0.95%) Data Integration
12 1 (0.95%) Social Network
Operating Systems
1 10 (9.52%) Linux
2 7 (6.67%) Windows
3 3 (2.86%) Unix
Processes & Methodologies
1 54 (51.43%) Analytics
2 22 (20.95%) Machine Learning
3 19 (18.10%) Data Management
4 13 (12.38%) Data Modelling
5 11 (10.48%) DevOps
5 11 (10.48%) E-Commerce
6 10 (9.52%) Business Intelligence
6 10 (9.52%) Continuous Integration
6 10 (9.52%) HOOD
6 10 (9.52%) Software Engineering
6 10 (9.52%) Unit Testing
7 9 (8.57%) Data Analysis
7 9 (8.57%) Time Series Analysis
8 8 (7.62%) Data Analytics
8 8 (7.62%) OO
8 8 (7.62%) Predictive Analytics
8 8 (7.62%) Stakeholder Management
9 7 (6.67%) Open Source
9 7 (6.67%) Resource Management
10 6 (5.71%) Predictive Modelling
Programming Languages
1 47 (44.76%) R
2 46 (43.81%) Python
3 38 (36.19%) SQL
4 20 (19.05%) C++
5 19 (18.10%) VBA
6 16 (15.24%) Java
7 7 (6.67%) C#
8 4 (3.81%) MATLAB
9 2 (1.90%) JavaScript
9 2 (1.90%) Scala
9 2 (1.90%) Shell Script
10 1 (0.95%) Bash Shell
10 1 (0.95%) C
10 1 (0.95%) Perl
10 1 (0.95%) PHP
10 1 (0.95%) PL/SQL
10 1 (0.95%) Ruby
Qualifications
1 36 (34.29%) Degree
2 19 (18.10%) PhD
3 5 (4.76%) Security Cleared
4 4 (3.81%) SC Cleared
5 2 (1.90%) BPSS Clearance
5 2 (1.90%) DBS Check
6 1 (0.95%) CISSP
6 1 (0.95%) CLAS
6 1 (0.95%) ISEB
6 1 (0.95%) ITIL Foundation Certificate
6 1 (0.95%) MBA
Quality Assurance & Compliance
1 8 (7.62%) QA
2 5 (4.76%) Data Quality
3 3 (2.86%) Disclosure Scotland
4 2 (1.90%) SLA
5 1 (0.95%) ISO/IEC 27001
Systems Management
1 1 (0.95%) Nagios
1 1 (0.95%) Opscode Chef
1 1 (0.95%) Puppet
1 1 (0.95%) Salt
1 1 (0.95%) WMI
Vendors
1 6 (5.71%) Oracle
2 5 (4.76%) Microsoft
3 3 (2.86%) DoubleClick
3 3 (2.86%) SAP
3 3 (2.86%) Tableau
4 2 (1.90%) Adobe
4 2 (1.90%) Apteco
4 2 (1.90%) Cognos
5 1 (0.95%) Alteryx
5 1 (0.95%) Cloudera
5 1 (0.95%) Google
5 1 (0.95%) IBM
5 1 (0.95%) Red Hat
5 1 (0.95%) Teradata
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