The table below looks at the statistics for Dimensional 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 Dimensional Modelling over the 3 months to 26 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
26 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 524 493 475
Rank change year-on-year
-31 -18
Contract jobs citing Dimensional Modelling 104 122 117
As % of all contract IT jobs located in England 0.21% 0.24% 0.24%
As % of the Processes & Methodologies category 0.25% 0.30% 0.30%
Number of daily rates quoted 63 86 66
Median daily rate £413 £450 £413
Median daily rate % change year-on-year
-8.33% +9.09%
90% offered a daily rate of more than £325 £319 £323
10% offered a daily rate of more than £600 £521 £550
UK excluding London median daily rate £420 £400 £383
% change year-on-year
+5.00% +4.57%
Number of hourly rates quoted 4 0 0
Median hourly rate £20.50 - -
UK excluding London median hourly rate £20.50 - -
Dimensional 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
41414 41262 38397
As % of all contract IT jobs located in England 83.03% 79.98% 78.93%
Number of daily rates quoted 27624 27289 24283
Median daily rate £450 £420 £404
Median daily rate % change year-on-year
+7.14% +4.08%
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 943 1073 1105
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.31 £45.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Dimensional Modelling
Jobs Demand Trend in England

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

Dimensional Modelling Jobs Demand Trend in England

Dimensional Modelling
Daily Rate Trend in England

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

Dimensional Modelling Daily Rate Trend in England

Dimensional Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the England region over the 3 months to 26 July 2016.

Dimensional Modelling Daily Rate Histogram in England

Dimensional Modelling
Hourly Rate Trend in England

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

Dimensional Modelling Hourly Rate Trend in England

Dimensional 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 Dimensional Modelling within the England region over the 3 months to 26 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 -17 39 £425 -5.55% 10
North West +15 19 £413 -20.67% 3
Yorkshire +5 16 £420 -12.50%
East of England +17 12 £375 +20.96%
West Midlands -27 6 £325 -8.77% 3
South East +2 4 £400 -9.09% 1
South West -21 4 - - 1
East Midlands - 3 £375 - 1
North East -39 1 £350 -25.92% 1
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 26 July 2016, IT contractor jobs citing Dimensional 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 Dimensional Modelling.

1 158 (77.07%) Business Intelligence
2 148 (72.20%) SQL
3 134 (65.37%) ETL
4 119 (58.05%) Data Warehouse
5 103 (50.24%) SQL Server
6 80 (39.02%) Kimball Methodology
7 79 (38.54%) SQL Server Analysis Services
8 78 (38.05%) Oracle
9 70 (34.15%) Data Modelling
10 67 (32.68%) Microsoft
11 64 (31.22%) SQL Server Reporting Services
12 62 (30.24%) SQL Server Integration Services
13 56 (27.32%) OLAP
14 54 (26.34%) Agile Software Development
15 53 (25.85%) OLAP Cube
16 47 (22.93%) T-SQL
17 42 (20.49%) Oracle Database
18 39 (19.02%) Analytics
19 38 (18.54%) Informatica
20 36 (17.56%) Oracle Database 11g
21 35 (17.07%) PL/SQL
22 34 (16.59%) MS Excel
23 33 (16.10%) SQL Server 2008
24 32 (15.61%) Continuous Integration
24 32 (15.61%) Finance
25 30 (14.63%) ERwin
26 29 (14.15%) Relational Database
27 27 (13.17%) Jenkins
27 27 (13.17%) Big Data
28 26 (12.68%) Data Quality

Dimensional 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 17 (8.29%) SharePoint
2 10 (4.88%) SAS
3 2 (0.98%) SharePoint 2010
Applications
1 34 (16.59%) MS Excel
2 5 (2.44%) MS Office
3 4 (1.95%) MS PowerPoint
4 3 (1.46%) SPSS
Business Applications
1 2 (0.98%) Maximo
2 1 (0.49%) Dynamics AX
2 1 (0.49%) Oracle EBS
2 1 (0.49%) Oracle General Ledger
Cloud Services
1 7 (3.41%) Microsoft Azure
2 5 (2.44%) SaaS
3 4 (1.95%) GitHub
4 2 (0.98%) Amazon AWS
4 2 (0.98%) Google Cloud Platform
5 1 (0.49%) Cloud Computing
Communications & Networking
1 7 (3.41%) Network Security
2 2 (0.98%) DNS
2 2 (0.98%) HTTP
Database & Business Intelligence
1 119 (58.05%) Data Warehouse
2 103 (50.24%) SQL Server
3 79 (38.54%) SQL Server Analysis Services
4 64 (31.22%) SQL Server Reporting Services
5 62 (30.24%) SQL Server Integration Services
6 56 (27.32%) OLAP
7 53 (25.85%) OLAP Cube
8 42 (20.49%) Oracle Database
9 36 (17.56%) Oracle Database 11g
10 33 (16.10%) SQL Server 2008
11 29 (14.15%) Relational Database
12 27 (13.17%) Big Data
13 22 (10.73%) SQL Server 2012
14 21 (10.24%) BusinessObjects
15 19 (9.27%) Data Mart
15 19 (9.27%) Microsoft Analysis Services
16 17 (8.29%) Oracle ODI
17 15 (7.32%) QlikView
18 14 (6.83%) Oracle BI EE
18 14 (6.83%) Power BI
Development Applications
1 30 (14.63%) ERwin
2 27 (13.17%) Jenkins
3 19 (9.27%) Talend Open Studio
4 5 (2.44%) SQL Server Management Studio (SSMS)
4 5 (2.44%) Team Foundation Server
5 2 (0.98%) Ant
5 2 (0.98%) JIRA
5 2 (0.98%) Maven
5 2 (0.98%) Moq
5 2 (0.98%) NuGet
5 2 (0.98%) Visual Studio
5 2 (0.98%) VSS/SourceSafe
6 1 (0.49%) Atlassian Bamboo
6 1 (0.49%) Toad
General
1 32 (15.61%) Finance
2 19 (9.27%) Banking
3 9 (4.39%) Investment Banking
4 6 (2.93%) Pharmaceutical
5 5 (2.44%) Retail
6 4 (1.95%) Advertising
7 3 (1.46%) Front Office
7 3 (1.46%) Telecoms
8 2 (0.98%) Manufacturing
8 2 (0.98%) Publishing
9 1 (0.49%) General Ledger
9 1 (0.49%) Legal
9 1 (0.49%) Local Government
Job Titles
1 123 (60.00%) Developer
2 50 (24.39%) Business Intelligence Developer
3 31 (15.12%) SQL Developer
3 31 (15.12%) Tester
4 28 (13.66%) Data Warehouse Developer
5 25 (12.20%) Analyst
6 21 (10.24%) ETL Tester
7 17 (8.29%) Oracle Developer
7 17 (8.29%) SQL BI Developer
8 15 (7.32%) Business Developer
8 15 (7.32%) ETL Developer
9 14 (6.83%) Architect
10 13 (6.34%) SSAS Developer
11 12 (5.85%) Data Mart Developer
11 12 (5.85%) SSRS Developer
12 11 (5.37%) Talend Developer
13 10 (4.88%) Data Architect
13 10 (4.88%) SSIS Developer
14 9 (4.39%) Consultant
14 9 (4.39%) Senior Developer
Libraries, Frameworks & Software Standards
1 16 (7.80%) MDX
2 10 (4.88%) .NET
3 6 (2.93%) Web Services
4 5 (2.44%) .NET Framework
5 3 (1.46%) JSON
5 3 (1.46%) XML
6 2 (0.98%) Ajax
6 2 (0.98%) ASP.NET
6 2 (0.98%) CSS
6 2 (0.98%) Entity Framework
6 2 (0.98%) Ext JS
6 2 (0.98%) HTML
6 2 (0.98%) NHibernate
6 2 (0.98%) Node.js
6 2 (0.98%) RESTful
6 2 (0.98%) StructureMap
6 2 (0.98%) WCF
6 2 (0.98%) WinForms
6 2 (0.98%) XSD
6 2 (0.98%) XSLT
Miscellaneous
1 15 (7.32%) Analytical Skills
2 14 (6.83%) Visualisation
3 10 (4.88%) Data Integration
4 8 (3.90%) Data Extraction
4 8 (3.90%) Data Structures
5 7 (3.41%) Digital Media
6 6 (2.93%) Credit Risk
6 6 (2.93%) NHS
7 4 (1.95%) Enterprise Software
7 4 (1.95%) Management Information System
8 2 (0.98%) Minimum Viable Product
8 2 (0.98%) Mobile App
8 2 (0.98%) Statistics
9 1 (0.49%) Algorithms
9 1 (0.49%) Data Conversion
9 1 (0.49%) Fixed Income
9 1 (0.49%) Replication
9 1 (0.49%) Virtual Team
Operating Systems
1 25 (12.20%) Linux
2 3 (1.46%) Windows
3 2 (0.98%) Unix
Processes & Methodologies
1 158 (77.07%) Business Intelligence
2 134 (65.37%) ETL
3 80 (39.02%) Kimball Methodology
4 70 (34.15%) Data Modelling
5 54 (26.34%) Agile Software Development
6 39 (19.02%) Analytics
7 32 (15.61%) Continuous Integration
8 22 (10.73%) SDLC
9 20 (9.76%) E-Commerce
10 16 (7.80%) Data Management
11 14 (6.83%) Software Testing
12 13 (6.34%) Data Analysis
12 13 (6.34%) Migration
12 13 (6.34%) Performance Tuning
13 12 (5.85%) Data Transformation
14 11 (5.37%) RAD
15 10 (4.88%) Unit Testing
16 9 (4.39%) Web Development
17 8 (3.90%) CRM
17 8 (3.90%) Predictive Modelling
Programming Languages
1 148 (72.20%) SQL
2 47 (22.93%) T-SQL
3 35 (17.07%) PL/SQL
4 23 (11.22%) Java
5 13 (6.34%) JavaScript
6 10 (4.88%) Python
7 9 (4.39%) C++
7 9 (4.39%) R
8 7 (3.41%) PHP
9 6 (2.93%) C#
9 6 (2.93%) VB
10 5 (2.44%) Data Analysis Expressions (DAX)
11 3 (1.46%) VB.NET
12 2 (0.98%) TypeScript
12 2 (0.98%) VBA
13 1 (0.49%) PowerShell
Qualifications
1 13 (6.34%) ISEB
2 10 (4.88%) Degree
3 4 (1.95%) BPSS Clearance
3 4 (1.95%) SAS Certification
3 4 (1.95%) Security Cleared
4 1 (0.49%) BC Cleared
4 1 (0.49%) ISTQB
4 1 (0.49%) MCSE
4 1 (0.49%) Microsoft Certification
4 1 (0.49%) SC Cleared
Quality Assurance & Compliance
1 26 (12.68%) Data Quality
2 7 (3.41%) QA
3 3 (1.46%) Disclosure Scotland
4 2 (0.98%) GCP
4 2 (0.98%) Solvency II
Vendors
1 78 (38.05%) Oracle
2 67 (32.68%) Microsoft
3 38 (18.54%) Informatica
4 24 (11.71%) Vertica
5 19 (9.27%) Netezza
5 19 (9.27%) Talend
6 13 (6.34%) SAP
7 12 (5.85%) Teradata
8 11 (5.37%) Sybase
9 9 (4.39%) Cognos
10 8 (3.90%) Tableau
11 3 (1.46%) CODA
11 3 (1.46%) Concur
11 3 (1.46%) Maconomy
11 3 (1.46%) ServiceNow
12 2 (0.98%) Alteryx
12 2 (0.98%) Google
12 2 (0.98%) IBM
12 2 (0.98%) MicroStrategy
13 1 (0.49%) Yardi
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