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 24 July 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
24 Jul 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 579 579 542
Rank change year-on-year
0 -37
Contract jobs citing Statistical Modelling 51 36 42
As % of all contract IT jobs located in England 0.10% 0.070% 0.088%
As % of the Processes & Methodologies category 0.12% 0.087% 0.11%
Number of daily rates quoted 31 22 20
Median daily rate £475 £494 £420
Median daily rate % change year-on-year
-3.79% +17.55%
90% offered a daily rate of more than £300 £350 £357
10% offered a daily rate of more than £625 £598 £603
UK excluding London median daily rate £418 £406 £375
% change year-on-year
+2.76% +8.33%
Number of hourly rates quoted 1 2 2
Median hourly rate £17.50 £80.00 £13.00
Median hourly rate % change year-on-year
-78.12% +515.38%
UK excluding London median hourly rate - - £13.00
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
41425 41266 37858
As % of all contract IT jobs located in England 82.97% 79.99% 78.92%
Number of daily rates quoted 27604 27296 23970
Median daily rate £450 £420 £403
Median daily rate % change year-on-year
+7.14% +4.34%
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 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 941 1073 1088
Median hourly rate £28.00 £27.50 £25.00
Median hourly rate % change year-on-year
+1.81% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £12.98
10% offered a hourly rate of more than £51.50 £52.31 £45.00
UK excluding London median hourly rate £28.63 £30.50 £26.98
% change year-on-year
-6.14% +13.06%

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 24 July 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 24 July 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 +12 36 £475 -5.00% 15
South East 0 8 £475 +2.70% 1
South West - 3 £418 - 1
East of England +18 2 £300 -14.28% 1
Yorkshire +3 1 £550 +12.82% 6
East Midlands 0 1 - - 1
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 July 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 55 (53.40%) Analytics
2 47 (45.63%) R
3 46 (44.66%) Python
4 41 (39.81%) SAS
5 38 (36.89%) Degree
6 37 (35.92%) Analytical Skills
7 36 (34.95%) SQL
8 24 (23.30%) Big Data
8 24 (23.30%) Finance
9 22 (21.36%) Machine Learning
9 22 (21.36%) Visualisation
10 21 (20.39%) Statistics
10 21 (20.39%) PhD
11 20 (19.42%) C++
12 18 (17.48%) VBA
12 18 (17.48%) MS Excel
12 18 (17.48%) Algorithms
13 17 (16.50%) Marketing
13 17 (16.50%) Data Management
14 16 (15.53%) Java
14 16 (15.53%) Mathematics
15 14 (13.59%) SQL Server
16 12 (11.65%) Business Intelligence
16 12 (11.65%) NoSQL
17 11 (10.68%) DevOps
17 11 (10.68%) SPSS
17 11 (10.68%) E-Commerce
17 11 (10.68%) Data Modelling
17 11 (10.68%) Data Analysis
18 10 (9.71%) Software Engineering

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 41 (39.81%) SAS
2 8 (7.77%) Apache Spark
3 4 (3.88%) Apache Solr
4 1 (0.97%) Apache
4 1 (0.97%) Apache Pig
4 1 (0.97%) SharePoint
Applications
1 18 (17.48%) MS Excel
2 11 (10.68%) SPSS
3 8 (7.77%) MS PowerPoint
4 7 (6.80%) MS Office
5 6 (5.83%) Spreadsheet
Business Applications
1 2 (1.94%) Eloqua
1 2 (1.94%) FastStats
2 1 (0.97%) SAP Oil and Gas
Cloud Services
1 2 (1.94%) SmartFocus
2 1 (0.97%) Amazon AWS
2 1 (0.97%) Google Analytics
2 1 (0.97%) Microsoft Azure
2 1 (0.97%) PaaS
2 1 (0.97%) SaaS
Communications & Networking
1 1 (0.97%) Skype
Database & Business Intelligence
1 24 (23.30%) Big Data
2 14 (13.59%) SQL Server
3 12 (11.65%) NoSQL
4 10 (9.71%) Hadoop
5 7 (6.80%) Data Warehouse
5 7 (6.80%) Relational Database
6 4 (3.88%) BusinessObjects
6 4 (3.88%) Data Mart
6 4 (3.88%) Data Mining
6 4 (3.88%) QlikView
6 4 (3.88%) SAS Enterprise Guide
7 3 (2.91%) Base SAS
7 3 (2.91%) MySQL
7 3 (2.91%) SQL Server Analysis Services
8 2 (1.94%) Power BI
8 2 (1.94%) PowerPivot
8 2 (1.94%) SAS Data Integration Studio
8 2 (1.94%) SQL Server Integration Services
8 2 (1.94%) SQL Server Reporting Services
9 1 (0.97%) HBase
Development Applications
1 6 (5.83%) SQL Server Management Studio (SSMS)
2 1 (0.97%) Team Foundation Server
2 1 (0.97%) Visual Studio
General
1 24 (23.30%) Finance
2 17 (16.50%) Marketing
3 8 (7.77%) Banking
4 5 (4.85%) Back Office
5 4 (3.88%) Advertising
5 4 (3.88%) Retail
5 4 (3.88%) Telecoms
6 3 (2.91%) Front Office
7 2 (1.94%) Legal
7 2 (1.94%) Publishing
8 1 (0.97%) Corporate Banking
8 1 (0.97%) Electronics
8 1 (0.97%) Financial Institution
8 1 (0.97%) Manufacturing
8 1 (0.97%) Retail Banking
Job Titles
1 40 (38.83%) Analyst
2 27 (26.21%) Data Scientist
3 20 (19.42%) Developer
4 16 (15.53%) Data Analyst
5 10 (9.71%) Qualitative Analyst
5 10 (9.71%) Quantitative Analyst
6 9 (8.74%) Insight Analyst
7 6 (5.83%) SAS Analyst
8 5 (4.85%) Architect
8 5 (4.85%) Statistical Modeller
8 5 (4.85%) WinForms Developer
9 4 (3.88%) Business Intelligence Architect
9 4 (3.88%) Quantitative Developer
9 4 (3.88%) Senior Analyst
10 3 (2.91%) Business Data Analyst
10 3 (2.91%) Customer Analyst
10 3 (2.91%) Customer Insight Analyst
10 3 (2.91%) SAS Data Analyst
10 3 (2.91%) SAS Insight Analyst
10 3 (2.91%) SPSS Analyst
Libraries, Frameworks & Software Standards
1 10 (9.71%) Pandas
2 5 (4.85%) .NET
2 5 (4.85%) .NET Framework
2 5 (4.85%) WinForms
3 3 (2.91%) SciPy
4 1 (0.97%) Kafka
4 1 (0.97%) LAMP
4 1 (0.97%) LAPP Stack
4 1 (0.97%) MLlib
4 1 (0.97%) NumPy
4 1 (0.97%) REST
4 1 (0.97%) SOAP
4 1 (0.97%) XML
Miscellaneous
1 37 (35.92%) Analytical Skills
2 22 (21.36%) Visualisation
3 21 (20.39%) Statistics
4 18 (17.48%) Algorithms
5 16 (15.53%) Mathematics
6 7 (6.80%) Credit Risk
6 7 (6.80%) User Experience
7 5 (4.85%) Economics
7 5 (4.85%) Management Information System
7 5 (4.85%) Performance Metrics
8 4 (3.88%) Computer Science
8 4 (3.88%) Data Extraction
8 4 (3.88%) Physics
8 4 (3.88%) Psychology
9 3 (2.91%) Smart Meter
10 2 (1.94%) Data Protection Act
10 2 (1.94%) FMCG
11 1 (0.97%) Data Integration
11 1 (0.97%) Data Structures
11 1 (0.97%) Mobile App
Operating Systems
1 10 (9.71%) Linux
2 5 (4.85%) Windows
3 3 (2.91%) Unix
Processes & Methodologies
1 55 (53.40%) Analytics
2 22 (21.36%) Machine Learning
3 17 (16.50%) Data Management
4 12 (11.65%) Business Intelligence
5 11 (10.68%) Data Analysis
5 11 (10.68%) Data Modelling
5 11 (10.68%) DevOps
5 11 (10.68%) E-Commerce
6 10 (9.71%) Continuous Integration
6 10 (9.71%) HOOD
6 10 (9.71%) Software Engineering
6 10 (9.71%) Unit Testing
7 9 (8.74%) Time Series Analysis
8 8 (7.77%) Data Analytics
9 7 (6.80%) Actionable Insight
9 7 (6.80%) Open Source
9 7 (6.80%) Predictive Analytics
9 7 (6.80%) Resource Management
10 6 (5.83%) ETL
10 6 (5.83%) Statistical Analysis
Programming Languages
1 47 (45.63%) R
2 46 (44.66%) Python
3 36 (34.95%) SQL
4 20 (19.42%) C++
5 18 (17.48%) VBA
6 16 (15.53%) Java
7 6 (5.83%) MATLAB
8 5 (4.85%) C#
9 2 (1.94%) Scala
9 2 (1.94%) Shell Script
10 1 (0.97%) Bash Shell
10 1 (0.97%) C
10 1 (0.97%) JavaScript
10 1 (0.97%) Perl
10 1 (0.97%) PHP
10 1 (0.97%) PL/SQL
10 1 (0.97%) Ruby
Qualifications
1 38 (36.89%) Degree
2 21 (20.39%) PhD
3 5 (4.85%) Security Cleared
4 4 (3.88%) SC Cleared
5 2 (1.94%) BPSS Clearance
5 2 (1.94%) DBS Check
6 1 (0.97%) CISSP
6 1 (0.97%) CLAS
6 1 (0.97%) ISEB
6 1 (0.97%) ITIL Foundation Certificate
6 1 (0.97%) MBA
Quality Assurance & Compliance
1 8 (7.77%) QA
2 4 (3.88%) Data Quality
3 3 (2.91%) Disclosure Scotland
4 2 (1.94%) SLA
5 1 (0.97%) ISO/IEC 27001
Systems Management
1 1 (0.97%) Nagios
1 1 (0.97%) Opscode Chef
1 1 (0.97%) Puppet
1 1 (0.97%) Salt
1 1 (0.97%) WMI
Vendors
1 6 (5.83%) Oracle
2 4 (3.88%) Microsoft
3 3 (2.91%) DoubleClick
3 3 (2.91%) SAP
3 3 (2.91%) Tableau
4 2 (1.94%) Adobe
4 2 (1.94%) Apteco
4 2 (1.94%) Cognos
5 1 (0.97%) Bloomberg
5 1 (0.97%) Cloudera
5 1 (0.97%) Google
5 1 (0.97%) IBM
5 1 (0.97%) Red Hat
5 1 (0.97%) Teradata
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