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 27 August 2015 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
27 Aug 2015
Same period 2014 Same period 2013
Statistical Modeling
Rank 558 542 552
Rank change year-on-year
-16 +10
Contract jobs citing Statistical Modelling 47 36 20
As % of all contract IT jobs located in England 0.090% 0.071% 0.041%
As % of the Processes & Methodologies category 0.12% 0.092% 0.054%
Number of daily rates quoted 36 21 14
Average daily rate
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£500 £450 £350
Average daily rate % change year-on-year
+11.11% +28.57%
90% offered a daily rate of more than £355 £303 £286
10% offered a daily rate of more than £600 £600 £423
UK excluding London average daily rate £425 £400 £350
% change year-on-year
+6.25% +14.28%
Number of hourly rates quoted 0 2 0
Average hourly rate - £13.00 -
UK excluding London average 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
40672 38968 36756
As % of all contract IT jobs located in England 78.04% 76.46% 75.39%
Number of daily rates quoted 26961 24548 23036
Average daily rate £425 £413 £410
Average daily rate % change year-on-year
+3.03% +0.60%
90% offered a daily rate of more than £290 £275 £275
10% offered a daily rate of more than £585 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1099 1092 1027
Average hourly rate £30.52 £23.00 £30.00
Average hourly rate % change year-on-year
+32.69% -23.33%
90% offered a hourly rate of more than £12.82 £12.50 £12.75
10% offered a hourly rate of more than £51.30 £45.80 £50.00
UK excluding London average hourly rate £32.50 £25.50 £30.00
% change year-on-year
+27.45% -15.00%

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 27 August 2015.

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 27 August 2015. 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 +22 28 £500 +11.11% 18
South East -12 6 £525 +73.55% 7
East Midlands - 6 £375 - 3
West Midlands +11 3 £425 +6.25%
South West -5 2 £319 -36.25% 2
Midlands - 2 £500 -
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 27 August 2015, 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 48 (60.76%) SAS
1 48 (60.76%) Analytics
2 47 (59.49%) R
3 39 (49.37%) SQL
4 28 (35.44%) Analytical Skills
5 27 (34.18%) Python
6 25 (31.65%) Hadoop
7 24 (30.38%) Marketing
8 22 (27.85%) Data Modelling
8 22 (27.85%) SPSS
9 19 (24.05%) Degree
10 16 (20.25%) C++
10 16 (20.25%) Credit Risk
11 15 (18.99%) Statistics
12 14 (17.72%) Mathematics
12 14 (17.72%) Data Warehouse
13 13 (16.46%) VBA
13 13 (16.46%) Finance
13 13 (16.46%) Computer Science
13 13 (16.46%) QlikView
14 12 (15.19%) Retail
14 12 (15.19%) Java
14 12 (15.19%) ETL
14 12 (15.19%) Business Intelligence
15 11 (13.92%) Oracle
15 11 (13.92%) Stakeholder Management
15 11 (13.92%) Statistical Analysis
15 11 (13.92%) Visualisation
15 11 (13.92%) Apache Hive
16 10 (12.66%) Oracle BI EE

Statistical Modelling
Top Related IT Skills in England by Category

For the 6 months to 27 August 2015, 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 48 (60.76%) SAS
2 10 (12.66%) Apache Pig
3 1 (1.27%) Apache Spark
Applications
1 22 (27.85%) SPSS
2 7 (8.86%) MS PowerPoint
3 6 (7.59%) MS Excel
4 5 (6.33%) MS Office
5 4 (5.06%) Mathematica
5 4 (5.06%) Maple
5 4 (5.06%) LaTeX
Business Applications
1 1 (1.27%) Dynamics CRM
Database & Business Intelligence
1 25 (31.65%) Hadoop
2 14 (17.72%) Data Warehouse
3 13 (16.46%) QlikView
4 11 (13.92%) Apache Hive
5 10 (12.66%) Big Data
5 10 (12.66%) Oracle Database
5 10 (12.66%) Oracle BI EE
5 10 (12.66%) BusinessObjects
6 9 (11.39%) Data Mining
7 3 (3.80%) SQL Server
7 3 (3.80%) Pentaho
7 3 (3.80%) MonetDB
7 3 (3.80%) Enterprise Data Warehouse
8 2 (2.53%) Spotfire
8 2 (2.53%) OLAP
8 2 (2.53%) Base SAS
9 1 (1.27%) SAS Enterprise Guide
9 1 (1.27%) SAS Enterprise Miner
9 1 (1.27%) SQL Server 2008
9 1 (1.27%) Relational Database
Development Applications
1 2 (2.53%) ERwin
1 2 (2.53%) ProC
General
1 24 (30.38%) Marketing
2 13 (16.46%) Finance
3 12 (15.19%) Retail
4 10 (12.66%) Telecoms
5 8 (10.13%) Banking
6 7 (8.86%) Manufacturing
7 2 (2.53%) Advertising
8 1 (1.27%) Retail Banking
8 1 (1.27%) Pharmaceutical
8 1 (1.27%) Legal
Job Titles
1 23 (29.11%) Data Scientist
2 17 (21.52%) Analyst
3 8 (10.13%) Senior Analyst
3 8 (10.13%) Data Analyst
4 5 (6.33%) Senior Data Analyst
4 5 (6.33%) Developer
4 5 (6.33%) Data Modeller
4 5 (6.33%) Insight Analyst
5 4 (5.06%) Architect
5 4 (5.06%) Data Architect
6 3 (3.80%) Enterprise Architect
6 3 (3.80%) Customer Insight Analyst
6 3 (3.80%) Designer
6 3 (3.80%) Customer Analyst
6 3 (3.80%) Business Intelligence Architect
7 2 (2.53%) SAS Customer Insight Analyst
7 2 (2.53%) Quantitative Analyst
7 2 (2.53%) Consultant
8 1 (1.27%) SQL Developer
8 1 (1.27%) SAS Programmer
Libraries, Frameworks & Software Standards
1 2 (2.53%) Regular Expression
2 1 (1.27%) .NET
Miscellaneous
1 28 (35.44%) Analytical Skills
2 16 (20.25%) Credit Risk
3 15 (18.99%) Statistics
4 14 (17.72%) Mathematics
5 13 (16.46%) Computer Science
6 11 (13.92%) Visualisation
7 10 (12.66%) Oracle Exalytics
7 10 (12.66%) Physics
8 7 (8.86%) Data Integration
9 4 (5.06%) FMCG
9 4 (5.06%) Economics
10 3 (3.80%) Algorithms
11 1 (1.27%) NHS
11 1 (1.27%) Applied Mathematics
11 1 (1.27%) Biotechnology
11 1 (1.27%) Market Risk
11 1 (1.27%) Data Extraction
Processes & Methodologies
1 48 (60.76%) Analytics
2 22 (27.85%) Data Modelling
3 12 (15.19%) ETL
3 12 (15.19%) Business Intelligence
4 11 (13.92%) Stakeholder Management
4 11 (13.92%) Statistical Analysis
5 10 (12.66%) Data Analysis
5 10 (12.66%) Data Governance
5 10 (12.66%) Time Series Analysis
6 9 (11.39%) Logistic Regression
7 8 (10.13%) Open Source
7 8 (10.13%) Validation
7 8 (10.13%) Business Analytics
8 7 (8.86%) Data Reconciliation
8 7 (8.86%) Migration
8 7 (8.86%) Technical Architecture
8 7 (8.86%) Data Migration
9 6 (7.59%) Predictive Modelling
9 6 (7.59%) Regression Analysis
9 6 (7.59%) Machine Learning
Programming Languages
1 47 (59.49%) R
2 39 (49.37%) SQL
3 27 (34.18%) Python
4 16 (20.25%) C++
5 13 (16.46%) VBA
6 12 (15.19%) Java
7 9 (11.39%) MATLAB
8 6 (7.59%) Perl
9 4 (5.06%) VB
9 4 (5.06%) Ruby
10 3 (3.80%) Fortran
11 1 (1.27%) C#
Qualifications
1 19 (24.05%) Degree
2 9 (11.39%) PhD
Quality Assurance & Compliance
1 10 (12.66%) Data Quality
2 2 (2.53%) Basel II
3 1 (1.27%) QA
3 1 (1.27%) CDISC
3 1 (1.27%) GCP
Vendors
1 11 (13.92%) Oracle
2 10 (12.66%) Informatica
2 10 (12.66%) Ab Initio
2 10 (12.66%) Netezza
3 6 (7.59%) Tableau
4 5 (6.33%) Microsoft
5 4 (5.06%) Teradata
6 3 (3.80%) MicroStrategy
7 2 (2.53%) TIBCO
8 1 (1.27%) WorldPay
8 1 (1.27%) Salesforce.com
8 1 (1.27%) Alterian
8 1 (1.27%) Minitab
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