The table below looks at the statistics for Statistical Modelling skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Statistical Modelling over the 3 months to 27 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
27 Jun 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 582 600 577
Rank change year-on-year
+18 -23
Contract jobs citing Statistical Modelling 66 35 50
As % of all contract IT jobs located in the UK 0.12% 0.063% 0.093%
As % of the Processes & Methodologies category 0.15% 0.080% 0.12%
Number of daily rates quoted 48 22 23
Median daily rate £475 £463 £400
Median daily rate % change year-on-year
+2.70% +15.62%
90% offered a daily rate of more than £278 £350 £330
10% offered a daily rate of more than £573 £550 £765
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 - - -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
44382 43894 42128
As % of all contract IT jobs located in the UK 82.21% 79.60% 78.30%
Number of daily rates quoted 29500 28277 26434
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £572
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 1050 1174 1216
Median hourly rate £28.00 £29.00 £27.50
Median hourly rate % change year-on-year
-3.44% +5.45%
90% offered a hourly rate of more than £12.58 £12.36 £13.00
10% offered a hourly rate of more than £48.00 £50.00 £47.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Statistical Modelling
Jobs Demand Trend

The demand trend of contract jobs citing Statistical Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in the UK

Statistical Modelling
Daily Rate Trend

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

Statistical Modelling Daily Rate Trend in the UK

Statistical Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Modelling within the UK over the 3 months to 27 June 2016.

Statistical Modelling Daily Rate Histogram in the UK

Statistical Modelling
Hourly Rate Trend

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

Statistical Modelling Hourly Rate Trend in the UK

Statistical Modelling
Top 27 Contract Locations

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 UK over the 3 months to 27 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
England +29 64 £475 - 19
London +25 46 £475 -9.52% 8
South East +8 12 £470 +4.44% 3
City of London +35 4 £200 -66.66% 1
Staines - 4 - -
Surrey - 4 - - 1
Berkshire - 3 £675 -
Buckinghamshire - 3 £460 -
High Wycombe - 3 £460 -
South West +4 2 £418 -12.10% 2
West Yorkshire -1 2 £400 -17.94% 3
Yorkshire -1 2 £400 -17.94% 3
Leeds -4 2 £400 -17.94% 3
Scotland - 2 - - 2
East of England +16 1 - -
East Midlands -4 1 - - 1
Paddington - 1 £198 -
Bristol - 1 £325 - 2
Wiltshire - 1 £510 -
Salisbury - 1 £510 -
Northampton - 1 - -
Northamptonshire - 1 - -
Kent - 1 £300 -
Middlesex - 1 - -
Essex - 1 - -
Edinburgh - 1 - - 2
Glasgow - 1 - -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 27 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 with a requirement for Statistical Modelling.

1 57 (53.27%) Analytics
2 48 (44.86%) R
2 48 (44.86%) Python
3 43 (40.19%) SAS
4 40 (37.38%) SQL
5 37 (34.58%) Analytical Skills
6 36 (33.64%) Degree
7 27 (25.23%) Finance
8 26 (24.30%) Big Data
9 23 (21.50%) Machine Learning
9 23 (21.50%) Visualisation
10 22 (20.56%) Statistics
11 20 (18.69%) C++
11 20 (18.69%) PhD
12 19 (17.76%) VBA
12 19 (17.76%) Data Management
13 18 (16.82%) MS Excel
13 18 (16.82%) Algorithms
14 17 (15.89%) Java
14 17 (15.89%) Mathematics
15 16 (14.95%) SQL Server
16 15 (14.02%) Marketing
17 14 (13.08%) Data Modelling
18 13 (12.15%) SPSS
19 12 (11.21%) Banking
19 12 (11.21%) NoSQL
20 11 (10.28%) DevOps
20 11 (10.28%) Hadoop
20 11 (10.28%) Business Intelligence
20 11 (10.28%) E-Commerce

Statistical Modelling
Top Related IT Skills 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 43 (40.19%) SAS
2 8 (7.48%) Apache Spark
3 4 (3.74%) Apache Solr
4 2 (1.87%) Apache
4 2 (1.87%) Apache Pig
5 1 (0.93%) SharePoint
Applications
1 18 (16.82%) MS Excel
2 13 (12.15%) SPSS
3 8 (7.48%) MS PowerPoint
4 7 (6.54%) MS Office
5 6 (5.61%) Spreadsheet
Business Applications
1 2 (1.87%) Eloqua
1 2 (1.87%) FastStats
2 1 (0.93%) SAP Oil and Gas
Cloud Services
1 2 (1.87%) SmartFocus
2 1 (0.93%) Google Analytics
2 1 (0.93%) SaaS
Communications & Networking
1 1 (0.93%) DNS
1 1 (0.93%) Firewall
Database & Business Intelligence
1 26 (24.30%) Big Data
2 16 (14.95%) SQL Server
3 12 (11.21%) NoSQL
4 11 (10.28%) Hadoop
5 8 (7.48%) Relational Database
6 7 (6.54%) Data Mining
7 6 (5.61%) Data Warehouse
8 5 (4.67%) QlikView
9 4 (3.74%) BusinessObjects
9 4 (3.74%) Data Mart
10 3 (2.80%) Apache Hive
10 3 (2.80%) MySQL
10 3 (2.80%) SQL Server Analysis Services
11 2 (1.87%) Base SAS
11 2 (1.87%) Power BI
11 2 (1.87%) PowerPivot
11 2 (1.87%) SAS Enterprise Guide
11 2 (1.87%) SQL Server Integration Services
11 2 (1.87%) SQL Server Reporting Services
11 2 (1.87%) Text Mining
Development Applications
1 6 (5.61%) SQL Server Management Studio (SSMS)
2 2 (1.87%) Git (software)
3 1 (0.93%) Grunt
3 1 (0.93%) JIRA
3 1 (0.93%) Team Foundation Server
3 1 (0.93%) Visual Studio
General
1 27 (25.23%) Finance
2 15 (14.02%) Marketing
3 12 (11.21%) Banking
4 7 (6.54%) Back Office
4 7 (6.54%) Retail
5 4 (3.74%) Advertising
6 3 (2.80%) Front Office
6 3 (2.80%) Telecoms
7 2 (1.87%) Legal
7 2 (1.87%) Publishing
8 1 (0.93%) Corporate Banking
8 1 (0.93%) Electronics
8 1 (0.93%) Financial Institution
8 1 (0.93%) Manufacturing
8 1 (0.93%) Retail Banking
Job Titles
1 40 (37.38%) Analyst
2 27 (25.23%) Data Scientist
3 23 (21.50%) Developer
4 16 (14.95%) Data Analyst
5 9 (8.41%) Qualitative Analyst
5 9 (8.41%) Quantitative Analyst
6 7 (6.54%) SAS Analyst
6 7 (6.54%) WinForms Developer
7 6 (5.61%) Insight Analyst
8 5 (4.67%) Architect
8 5 (4.67%) Risk Analyst
8 5 (4.67%) SQL Analyst
8 5 (4.67%) Statistical Modeller
9 4 (3.74%) Business Intelligence Architect
9 4 (3.74%) Quantitative Developer
9 4 (3.74%) SAS Data Analyst
10 3 (2.80%) Analyst Developer
10 3 (2.80%) Business Data Analyst
10 3 (2.80%) Junior
10 3 (2.80%) Senior Analyst
Libraries, Frameworks & Software Standards
1 10 (9.35%) Pandas
2 8 (7.48%) .NET
3 7 (6.54%) .NET Framework
3 7 (6.54%) WinForms
4 3 (2.80%) SciPy
5 1 (0.93%) AngularJS
5 1 (0.93%) Highcharts JS
5 1 (0.93%) jQuery
5 1 (0.93%) Kafka
5 1 (0.93%) LAMP
5 1 (0.93%) MLlib
5 1 (0.93%) Natural Language Processing
5 1 (0.93%) Node.js
5 1 (0.93%) REST
5 1 (0.93%) Sass
5 1 (0.93%) SOAP
5 1 (0.93%) Twitter Bootstrap
5 1 (0.93%) Underscore.js
5 1 (0.93%) Web Services
5 1 (0.93%) XML
Miscellaneous
1 37 (34.58%) Analytical Skills
2 23 (21.50%) Visualisation
3 22 (20.56%) Statistics
4 18 (16.82%) Algorithms
5 17 (15.89%) Mathematics
6 9 (8.41%) Credit Risk
7 7 (6.54%) User Experience
8 6 (5.61%) Management Information System
9 5 (4.67%) Performance Metrics
10 4 (3.74%) Computer Science
10 4 (3.74%) Data Extraction
10 4 (3.74%) Economics
10 4 (3.74%) Psychology
11 3 (2.80%) Physics
11 3 (2.80%) Smart Meter
12 2 (1.87%) Data Protection Act
12 2 (1.87%) FMCG
12 2 (1.87%) Neural Network
13 1 (0.93%) Data Integration
13 1 (0.93%) Social Network
Operating Systems
1 10 (9.35%) Linux
2 7 (6.54%) Windows
3 3 (2.80%) Unix
Processes & Methodologies
1 57 (53.27%) Analytics
2 23 (21.50%) Machine Learning
3 19 (17.76%) Data Management
4 14 (13.08%) Data Modelling
5 11 (10.28%) Business Intelligence
5 11 (10.28%) DevOps
5 11 (10.28%) E-Commerce
6 10 (9.35%) Continuous Integration
6 10 (9.35%) Data Analysis
6 10 (9.35%) HOOD
6 10 (9.35%) Software Engineering
6 10 (9.35%) Unit Testing
7 9 (8.41%) Data Analytics
7 9 (8.41%) Time Series Analysis
8 8 (7.48%) OO
8 8 (7.48%) Predictive Analytics
8 8 (7.48%) Stakeholder Management
9 7 (6.54%) Resource Management
9 7 (6.54%) Statistical Analysis
9 7 (6.54%) Validation
Programming Languages
1 48 (44.86%) Python
1 48 (44.86%) R
2 40 (37.38%) SQL
3 20 (18.69%) C++
4 19 (17.76%) VBA
5 17 (15.89%) Java
6 7 (6.54%) C#
7 4 (3.74%) MATLAB
8 2 (1.87%) JavaScript
8 2 (1.87%) Perl
8 2 (1.87%) Scala
8 2 (1.87%) Shell Script
9 1 (0.93%) Bash Shell
9 1 (0.93%) C
9 1 (0.93%) PHP
9 1 (0.93%) PL/SQL
9 1 (0.93%) Ruby
Qualifications
1 36 (33.64%) Degree
2 20 (18.69%) PhD
3 5 (4.67%) Security Cleared
4 4 (3.74%) SC Cleared
5 2 (1.87%) BPSS Clearance
5 2 (1.87%) CISSP
5 2 (1.87%) DBS Check
6 1 (0.93%) CLAS
6 1 (0.93%) ISEB
6 1 (0.93%) ITIL Foundation Certificate
6 1 (0.93%) MBA
6 1 (0.93%) SANS
Quality Assurance & Compliance
1 8 (7.48%) QA
2 6 (5.61%) Data Quality
3 3 (2.80%) Disclosure Scotland
4 2 (1.87%) SLA
5 1 (0.93%) ISO/IEC 27001
Systems Management
1 1 (0.93%) ArcSight ESM
1 1 (0.93%) Nagios
1 1 (0.93%) Opscode Chef
1 1 (0.93%) Puppet
1 1 (0.93%) QRadar
1 1 (0.93%) Salt
1 1 (0.93%) WMI
Vendors
1 6 (5.61%) Oracle
2 5 (4.67%) Microsoft
3 3 (2.80%) DoubleClick
3 3 (2.80%) SAP
3 3 (2.80%) Tableau
4 2 (1.87%) Adobe
4 2 (1.87%) Apteco
4 2 (1.87%) Cloudera
4 2 (1.87%) Cognos
4 2 (1.87%) IBM
5 1 (0.93%) Alteryx
5 1 (0.93%) ArcSight
5 1 (0.93%) Google
5 1 (0.93%) Hortonworks
5 1 (0.93%) MapR
5 1 (0.93%) Red Hat
5 1 (0.93%) Splunk
5 1 (0.93%) Symantec
5 1 (0.93%) Teradata
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