The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised across the UK. 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 527 503 472
Rank change year-on-year
-24 -31
Contract jobs citing Dimensional Modelling 124 142 136
As % of all contract IT jobs located in the UK 0.23% 0.25% 0.25%
As % of the Processes & Methodologies category 0.28% 0.31% 0.32%
Number of daily rates quoted 76 93 76
Median daily rate £420 £440 £400
Median daily rate % change year-on-year
-4.54% +10.00%
90% offered a daily rate of more than £325 £317 £318
10% offered a daily rate of more than £600 £520 £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 - -

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
44681 45476 42373
As % of all contract IT jobs located in the UK 82.74% 79.84% 78.61%
Number of daily rates quoted 29558 29423 26292
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 £295 £283 £275
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1033 1183 1185
Median hourly rate £28.50 £28.50 £25.00
Median hourly rate % change year-on-year
- +14.00%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.17 £47.50
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

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

Dimensional Modelling Jobs Demand Trend in the UK

Dimensional Modelling
Daily Rate Trend

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

Dimensional Modelling Daily Rate Trend in the UK

Dimensional Modelling
Daily Rate Histogram

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

Dimensional Modelling Daily Rate Histogram in the UK

Dimensional Modelling
Hourly Rate Trend

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

Dimensional Modelling Hourly Rate Trend in the UK

Dimensional Modelling
Top 30 Contract Locations

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 UK 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
England -31 104 £413 -8.33% 20
London -17 39 £425 -5.55% 10
North West +15 19 £413 -20.67% 3
Edinburgh +15 17 £500 +31.57%
Scotland +11 17 £500 +44.40%
Yorkshire +5 16 £420 -12.50%
Cheshire +16 15 £413 - 1
Chester - 13 £413 -
East of England +17 12 £375 +20.96%
West Yorkshire +11 11 £420 -12.04%
Bradford - 11 £420 -
Hertfordshire +16 10 £331 +6.85%
City of London +32 8 £438 -3.58% 4
West Midlands -27 6 £325 -8.77% 3
Welwyn Garden City +6 4 £288 -7.25%
South East +2 4 £400 -9.09% 1
Bristol +1 4 - -
South West -21 4 - - 1
Lancashire - 4 - - 1
South Yorkshire -2 3 £350 -30.00%
Sheffield -14 3 £350 -32.69%
Preston - 3 - - 1
East Midlands - 3 £375 - 1
Suffolk 0 2 £375 -16.66%
Ipswich -5 2 £375 -16.66%
Staines - 2 - -
Nottinghamshire - 2 £375 -
Nottingham - 2 £375 -
St Albans - 2 £448 -
Romford - 2 £390 -

Dimensional Modelling
Top 30 Related IT Skills

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 with a requirement for Dimensional Modelling.

1 164 (71.62%) Business Intelligence
2 155 (67.69%) ETL
3 154 (67.25%) SQL
4 138 (60.26%) Data Warehouse
5 109 (47.60%) SQL Server
6 89 (38.86%) Data Modelling
7 82 (35.81%) Oracle
7 82 (35.81%) SQL Server Analysis Services
7 82 (35.81%) Kimball Methodology
8 71 (31.00%) Microsoft
9 67 (29.26%) SQL Server Reporting Services
9 67 (29.26%) SQL Server Integration Services
10 59 (25.76%) OLAP
11 54 (23.58%) Agile Software Development
12 53 (23.14%) T-SQL
12 53 (23.14%) OLAP Cube
13 47 (20.52%) Finance
14 44 (19.21%) Analytics
14 44 (19.21%) Oracle Database
15 39 (17.03%) Informatica
16 37 (16.16%) Oracle Database 11g
17 36 (15.72%) SQL Server 2008
17 36 (15.72%) PL/SQL
18 34 (14.85%) MS Excel
19 32 (13.97%) Continuous Integration
20 31 (13.54%) ERwin
20 31 (13.54%) Relational Database
21 29 (12.66%) Big Data
22 27 (11.79%) Data Quality
22 27 (11.79%) Jenkins

Dimensional 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 17 (7.42%) SharePoint
2 10 (4.37%) SAS
3 2 (0.87%) SharePoint 2010
Applications
1 34 (14.85%) MS Excel
2 5 (2.18%) MS Office
3 4 (1.75%) MS PowerPoint
4 3 (1.31%) SPSS
Business Applications
1 2 (0.87%) Maximo
2 1 (0.44%) Dynamics AX
2 1 (0.44%) Oracle EBS
2 1 (0.44%) Oracle General Ledger
Cloud Services
1 7 (3.06%) Microsoft Azure
2 5 (2.18%) SaaS
3 4 (1.75%) GitHub
4 2 (0.87%) Amazon AWS
4 2 (0.87%) Google Cloud Platform
5 1 (0.44%) Cloud Computing
Communications & Networking
1 7 (3.06%) Network Security
2 2 (0.87%) DNS
2 2 (0.87%) HTTP
Database & Business Intelligence
1 138 (60.26%) Data Warehouse
2 109 (47.60%) SQL Server
3 82 (35.81%) SQL Server Analysis Services
4 67 (29.26%) SQL Server Integration Services
4 67 (29.26%) SQL Server Reporting Services
5 59 (25.76%) OLAP
6 53 (23.14%) OLAP Cube
7 44 (19.21%) Oracle Database
8 37 (16.16%) Oracle Database 11g
9 36 (15.72%) SQL Server 2008
10 31 (13.54%) Relational Database
11 29 (12.66%) Big Data
12 22 (9.61%) SQL Server 2012
13 21 (9.17%) BusinessObjects
14 19 (8.30%) Data Mart
14 19 (8.30%) Microsoft Analysis Services
15 18 (7.86%) Oracle ODI
16 16 (6.99%) Power BI
17 15 (6.55%) Oracle BI EE
17 15 (6.55%) QlikView
Development Applications
1 31 (13.54%) ERwin
2 27 (11.79%) Jenkins
3 19 (8.30%) Talend Open Studio
4 6 (2.62%) Team Foundation Server
5 5 (2.18%) SQL Server Management Studio (SSMS)
6 2 (0.87%) Ant
6 2 (0.87%) JIRA
6 2 (0.87%) Maven
6 2 (0.87%) Moq
6 2 (0.87%) NuGet
6 2 (0.87%) Visual Studio
6 2 (0.87%) VSS/SourceSafe
7 1 (0.44%) Atlassian Bamboo
7 1 (0.44%) Toad
General
1 47 (20.52%) Finance
2 19 (8.30%) Banking
3 9 (3.93%) Investment Banking
4 7 (3.06%) Retail
5 6 (2.62%) Pharmaceutical
6 4 (1.75%) Advertising
6 4 (1.75%) Law
7 3 (1.31%) Front Office
7 3 (1.31%) Telecoms
8 2 (0.87%) Manufacturing
8 2 (0.87%) Publishing
9 1 (0.44%) General Ledger
9 1 (0.44%) Legal
9 1 (0.44%) Local Government
Job Titles
1 126 (55.02%) Developer
2 53 (23.14%) Business Intelligence Developer
3 34 (14.85%) SQL Developer
4 32 (13.97%) Tester
5 31 (13.54%) Architect
6 28 (12.23%) Data Warehouse Developer
7 27 (11.79%) Analyst
7 27 (11.79%) Data Architect
8 22 (9.61%) ETL Tester
9 20 (8.73%) SQL BI Developer
10 17 (7.42%) Data Warehouse Architect
10 17 (7.42%) Oracle Developer
11 15 (6.55%) Business Developer
11 15 (6.55%) ETL Developer
12 13 (5.68%) SSAS Developer
12 13 (5.68%) SSIS Developer
12 13 (5.68%) SSRS Developer
13 12 (5.24%) Data Mart Developer
14 11 (4.80%) Talend Developer
15 10 (4.37%) Consultant
Libraries, Frameworks & Software Standards
1 16 (6.99%) MDX
2 10 (4.37%) .NET
3 6 (2.62%) Web Services
4 5 (2.18%) .NET Framework
5 3 (1.31%) JSON
5 3 (1.31%) XML
6 2 (0.87%) Ajax
6 2 (0.87%) ASP.NET
6 2 (0.87%) CSS
6 2 (0.87%) Entity Framework
6 2 (0.87%) Ext JS
6 2 (0.87%) HTML
6 2 (0.87%) NHibernate
6 2 (0.87%) Node.js
6 2 (0.87%) REST
6 2 (0.87%) RESTful
6 2 (0.87%) WCF
6 2 (0.87%) WinForms
6 2 (0.87%) XSD
6 2 (0.87%) XSLT
Miscellaneous
1 18 (7.86%) Analytical Skills
2 14 (6.11%) Visualisation
3 10 (4.37%) Data Extraction
3 10 (4.37%) Data Integration
3 10 (4.37%) Data Structures
4 7 (3.06%) Digital Media
5 6 (2.62%) Credit Risk
5 6 (2.62%) NHS
6 4 (1.75%) Enterprise Software
6 4 (1.75%) Management Information System
7 3 (1.31%) Statistics
8 2 (0.87%) Minimum Viable Product
8 2 (0.87%) Mobile App
9 1 (0.44%) Algorithms
9 1 (0.44%) Data Conversion
9 1 (0.44%) Fixed Income
9 1 (0.44%) Replication
9 1 (0.44%) Virtual Team
Operating Systems
1 25 (10.92%) Linux
2 3 (1.31%) Windows
3 2 (0.87%) Unix
Processes & Methodologies
1 164 (71.62%) Business Intelligence
2 155 (67.69%) ETL
3 89 (38.86%) Data Modelling
4 82 (35.81%) Kimball Methodology
5 54 (23.58%) Agile Software Development
6 44 (19.21%) Analytics
7 32 (13.97%) Continuous Integration
8 23 (10.04%) SDLC
9 22 (9.61%) Data Architecture
10 20 (8.73%) E-Commerce
11 18 (7.86%) Migration
11 18 (7.86%) Software Testing
12 16 (6.99%) Data Management
13 15 (6.55%) Data Mapping
13 15 (6.55%) Performance Tuning
14 13 (5.68%) Data Analysis
15 12 (5.24%) Data Transformation
16 11 (4.80%) RAD
16 11 (4.80%) Stakeholder Management
17 10 (4.37%) Unit Testing
Programming Languages
1 154 (67.25%) SQL
2 53 (23.14%) T-SQL
3 36 (15.72%) PL/SQL
4 23 (10.04%) Java
5 13 (5.68%) JavaScript
6 10 (4.37%) Python
7 9 (3.93%) C++
7 9 (3.93%) R
8 7 (3.06%) PHP
9 6 (2.62%) C#
9 6 (2.62%) VB
10 5 (2.18%) Data Analysis Expressions (DAX)
11 3 (1.31%) VB.NET
12 2 (0.87%) TypeScript
12 2 (0.87%) VBA
13 1 (0.44%) PowerShell
Qualifications
1 14 (6.11%) ISEB
2 10 (4.37%) Degree
3 5 (2.18%) Security Cleared
4 4 (1.75%) BPSS Clearance
4 4 (1.75%) SAS Certification
5 1 (0.44%) BC Cleared
5 1 (0.44%) ISTQB
5 1 (0.44%) MCSE
5 1 (0.44%) Microsoft Certification
5 1 (0.44%) SC Cleared
Quality Assurance & Compliance
1 27 (11.79%) Data Quality
2 7 (3.06%) QA
3 4 (1.75%) Disclosure Scotland
4 3 (1.31%) Solvency II
5 2 (0.87%) GCP
Vendors
1 82 (35.81%) Oracle
2 71 (31.00%) Microsoft
3 39 (17.03%) Informatica
4 25 (10.92%) Teradata
5 24 (10.48%) Vertica
6 19 (8.30%) Netezza
6 19 (8.30%) Talend
7 13 (5.68%) SAP
8 11 (4.80%) Sybase
9 9 (3.93%) Cognos
10 8 (3.49%) Tableau
11 3 (1.31%) CODA
11 3 (1.31%) Concur
11 3 (1.31%) Maconomy
11 3 (1.31%) ServiceNow
12 2 (0.87%) Alteryx
12 2 (0.87%) Google
12 2 (0.87%) IBM
12 2 (0.87%) MicroStrategy
13 1 (0.44%) Yardi
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