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 28 August 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
28 Aug 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 531 497 479
Rank change year-on-year
-34 -18
Contract jobs citing Dimensional Modelling 99 135 135
As % of all contract IT jobs located in England 0.20% 0.26% 0.26%
As % of the Processes & Methodologies category 0.24% 0.32% 0.34%
Number of daily rates quoted 49 91 69
Median daily rate £420 £450 £400
Median daily rate % change year-on-year
-6.66% +12.50%
90% offered a daily rate of more than £325 £325 £295
10% offered a daily rate of more than £550 £513 £530
UK excluding London median daily rate £420 £425 £356
% change year-on-year
-1.17% +19.29%
Number of hourly rates quoted 1 0 3
Median hourly rate £20.50 - £67.00
UK excluding London median hourly rate £20.50 - £67.00
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
41114 42561 40203
As % of all contract IT jobs located in England 83.07% 80.48% 78.92%
Number of daily rates quoted 27376 28207 25378
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 984 1150 1116
Median hourly rate £29.25 £31.44 £23.00
Median hourly rate % change year-on-year
-6.96% +36.69%
90% offered a hourly rate of more than £12.58 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £52.13 £45.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 28 August 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 28 August 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 -21 40 £425 -6.33% 6
Yorkshire +29 23 £420 - 2
North West -2 11 £550 +23.59% 1
East of England +15 7 £375 -1.31%
South East -4 6 £419 +19.64% 4
West Midlands -22 5 £325 +6.12% 3
South West -8 4 - - 1
East Midlands - 2 £225 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 28 August 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.

1 160 (75.47%) Business Intelligence
2 145 (68.40%) ETL
3 140 (66.04%) SQL
4 132 (62.26%) Data Warehouse
5 91 (42.92%) Oracle
6 87 (41.04%) SQL Server
7 84 (39.62%) Data Modelling
8 77 (36.32%) Kimball Methodology
9 71 (33.49%) SQL Server Analysis Services
10 64 (30.19%) Microsoft
11 60 (28.30%) Agile Software Development
12 59 (27.83%) OLAP
13 55 (25.94%) OLAP Cube
14 47 (22.17%) SQL Server Reporting Services
15 46 (21.70%) SQL Server Integration Services
16 41 (19.34%) Analytics
17 39 (18.40%) Oracle Database
17 39 (18.40%) Informatica
18 36 (16.98%) PL/SQL
18 36 (16.98%) T-SQL
18 36 (16.98%) Netezza
19 35 (16.51%) Continuous Integration
20 33 (15.57%) Oracle Database 11g
20 33 (15.57%) ERwin
20 33 (15.57%) Jenkins
21 32 (15.09%) Relational Database
22 31 (14.62%) SDLC
22 31 (14.62%) Data Quality
22 31 (14.62%) Big Data
22 31 (14.62%) Linux

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 (8.02%) SharePoint
2 10 (4.72%) SAS
3 2 (0.94%) SharePoint 2010
Applications
1 26 (12.26%) MS Excel
2 4 (1.89%) MS Office
2 4 (1.89%) MS PowerPoint
3 3 (1.42%) SPSS
Business Applications
1 3 (1.42%) Dynamics CRM
1 3 (1.42%) Dynamics NAV
2 2 (0.94%) Maximo
3 1 (0.47%) Dynamics AX
3 1 (0.47%) Hyperion Planning
3 1 (0.47%) Oracle EBS
3 1 (0.47%) Oracle ERP
3 1 (0.47%) Oracle General Ledger
Cloud Services
1 6 (2.83%) Microsoft Azure
1 6 (2.83%) SaaS
2 4 (1.89%) GitHub
3 2 (0.94%) Amazon AWS
3 2 (0.94%) Google Cloud Platform
4 1 (0.47%) Cloud Computing
Communications & Networking
1 7 (3.30%) Network Security
2 2 (0.94%) DNS
2 2 (0.94%) HTTP
Database & Business Intelligence
1 132 (62.26%) Data Warehouse
2 87 (41.04%) SQL Server
3 71 (33.49%) SQL Server Analysis Services
4 59 (27.83%) OLAP
5 55 (25.94%) OLAP Cube
6 47 (22.17%) SQL Server Reporting Services
7 46 (21.70%) SQL Server Integration Services
8 39 (18.40%) Oracle Database
9 33 (15.57%) Oracle Database 11g
10 32 (15.09%) Relational Database
11 31 (14.62%) Big Data
12 28 (13.21%) Oracle ODI
13 27 (12.74%) SQL Server 2008
14 20 (9.43%) Microsoft Analysis Services
15 19 (8.96%) BusinessObjects
16 18 (8.49%) Power BI
17 17 (8.02%) SQL Server 2012
18 14 (6.60%) DB2
18 14 (6.60%) NoSQL
19 13 (6.13%) SQL Server 2014
Development Applications
1 33 (15.57%) ERwin
1 33 (15.57%) Jenkins
2 24 (11.32%) Talend Open Studio
3 6 (2.83%) SQL Server Management Studio (SSMS)
4 5 (2.36%) Team Foundation Server
5 2 (0.94%) Ant
5 2 (0.94%) JIRA
5 2 (0.94%) Maven
5 2 (0.94%) Moq
5 2 (0.94%) NuGet
5 2 (0.94%) Visual Studio
5 2 (0.94%) VSS/SourceSafe
6 1 (0.47%) Subversion
General
1 28 (13.21%) Finance
2 15 (7.08%) Banking
3 7 (3.30%) Investment Banking
4 6 (2.83%) Pharmaceutical
4 6 (2.83%) Retail
5 4 (1.89%) Advertising
6 2 (0.94%) Front Office
6 2 (0.94%) Manufacturing
6 2 (0.94%) Marketing
6 2 (0.94%) Publishing
7 1 (0.47%) Games
7 1 (0.47%) General Ledger
7 1 (0.47%) Legal
7 1 (0.47%) Local Government
7 1 (0.47%) Telecoms
Job Titles
1 115 (54.25%) Developer
2 42 (19.81%) Business Intelligence Developer
3 33 (15.57%) Analyst
3 33 (15.57%) Tester
4 28 (13.21%) Data Warehouse Developer
4 28 (13.21%) SQL Developer
5 26 (12.26%) ETL Developer
6 24 (11.32%) Oracle Developer
7 23 (10.85%) ETL Tester
8 16 (7.55%) Data Analyst
8 16 (7.55%) Oracle ETL Developer
9 15 (7.08%) Architect
9 15 (7.08%) Designer
9 15 (7.08%) ETL Designer
9 15 (7.08%) SQL BI Developer
10 14 (6.60%) SSAS Developer
11 13 (6.13%) Talend Developer
12 12 (5.66%) Business Developer
12 12 (5.66%) Business Intelligence Analyst
12 12 (5.66%) Consultant
Libraries, Frameworks & Software Standards
1 16 (7.55%) MDX
2 7 (3.30%) .NET
3 6 (2.83%) Web Services
4 2 (0.94%) AngularJS
4 2 (0.94%) ASP.NET
4 2 (0.94%) ASP.NET Web API
4 2 (0.94%) Backbone.js
4 2 (0.94%) CSS
4 2 (0.94%) Ember.js
4 2 (0.94%) Entity Framework
4 2 (0.94%) Ext JS
4 2 (0.94%) HTML
4 2 (0.94%) HTML5
4 2 (0.94%) KnockoutJS
4 2 (0.94%) Modernizr
4 2 (0.94%) RESTful
4 2 (0.94%) Spring.NET
4 2 (0.94%) StructureMap
4 2 (0.94%) WCF
4 2 (0.94%) WinForms
Miscellaneous
1 19 (8.96%) Analytical Skills
2 13 (6.13%) Visualisation
3 11 (5.19%) Data Structures
4 8 (3.77%) Data Extraction
5 7 (3.30%) Data Integration
5 7 (3.30%) Digital Media
6 6 (2.83%) Credit Risk
6 6 (2.83%) Management Information System
7 2 (0.94%) Enterprise Software
7 2 (0.94%) Minimum Viable Product
7 2 (0.94%) Mobile App
7 2 (0.94%) Statistics
7 2 (0.94%) User Experience
8 1 (0.47%) Algorithms
8 1 (0.47%) Data Conversion
8 1 (0.47%) FMCG
8 1 (0.47%) Mathematics
8 1 (0.47%) Replication
8 1 (0.47%) Virtual Team
Operating Systems
1 31 (14.62%) Linux
2 3 (1.42%) Unix
2 3 (1.42%) Windows
Processes & Methodologies
1 160 (75.47%) Business Intelligence
2 145 (68.40%) ETL
3 84 (39.62%) Data Modelling
4 77 (36.32%) Kimball Methodology
5 60 (28.30%) Agile Software Development
6 41 (19.34%) Analytics
7 35 (16.51%) Continuous Integration
8 31 (14.62%) SDLC
9 28 (13.21%) E-Commerce
10 23 (10.85%) RAD
11 22 (10.38%) Data Management
12 17 (8.02%) Data Transformation
13 16 (7.55%) Migration
14 14 (6.60%) Data Analysis
14 14 (6.60%) Predictive Modelling
15 13 (6.13%) Software Testing
16 12 (5.66%) Performance Tuning
16 12 (5.66%) Unit Testing
17 11 (5.19%) CRM
17 11 (5.19%) ERP
Programming Languages
1 140 (66.04%) SQL
2 36 (16.98%) PL/SQL
2 36 (16.98%) T-SQL
3 29 (13.68%) Java
4 15 (7.08%) Python
5 14 (6.60%) C++
5 14 (6.60%) R
6 9 (4.25%) JavaScript
7 7 (3.30%) PHP
8 6 (2.83%) VB
9 5 (2.36%) Data Analysis Expressions (DAX)
10 4 (1.89%) VBA
11 3 (1.42%) C#
11 3 (1.42%) VB.NET
12 2 (0.94%) TypeScript
13 1 (0.47%) C
13 1 (0.47%) PowerShell
13 1 (0.47%) SAS Macro
13 1 (0.47%) Shell Script
Qualifications
1 14 (6.60%) Degree
2 13 (6.13%) ISEB
3 4 (1.89%) BPSS Clearance
3 4 (1.89%) SAS Certification
4 3 (1.42%) Security Cleared
5 1 (0.47%) BC Cleared
5 1 (0.47%) ISTQB
5 1 (0.47%) MCSE
5 1 (0.47%) Microsoft Certification
Quality Assurance & Compliance
1 31 (14.62%) Data Quality
2 7 (3.30%) QA
3 3 (1.42%) Disclosure Scotland
4 2 (0.94%) GCP
4 2 (0.94%) Solvency II
Vendors
1 91 (42.92%) Oracle
2 64 (30.19%) Microsoft
3 39 (18.40%) Informatica
4 36 (16.98%) Netezza
5 30 (14.15%) Vertica
6 24 (11.32%) Talend
7 16 (7.55%) Sybase
8 15 (7.08%) Teradata
9 13 (6.13%) Cognos
10 12 (5.66%) SAP
10 12 (5.66%) Tableau
11 3 (1.42%) Alteryx
11 3 (1.42%) CODA
11 3 (1.42%) Concur
11 3 (1.42%) Maconomy
11 3 (1.42%) MicroStrategy
11 3 (1.42%) ServiceNow
12 2 (0.94%) Embarcadero
12 2 (0.94%) Google
13 1 (0.47%) Hyperion
London
Edward Carter Solutions
Rate: Excellent
Posted: 15 days ago