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 5 May 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
5 May 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 522 471 475
Rank change year-on-year
-51 +4
Contract jobs citing Dimensional Modelling 108 134 124
As % of all contract IT jobs located in England 0.21% 0.26% 0.25%
As % of the Processes & Methodologies category 0.26% 0.33% 0.32%
Number of daily rates quoted 86 98 82
Median daily rate £400 £475 £431
Median daily rate % change year-on-year
-15.78% +10.14%
90% offered a daily rate of more than £325 £338 £350
10% offered a daily rate of more than £535 £550 £595
UK excluding London median daily rate £350 £425 £420
% change year-on-year
-17.64% +1.19%
Number of hourly rates quoted 1 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
41597 40034 38672
As % of all contract IT jobs located in England 81.66% 79.09% 77.94%
Number of daily rates quoted 27827 25350 24580
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £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 903 1172 1142
Median hourly rate £30.00 £29.00 £29.00
Median hourly rate % change year-on-year
+3.44% -
90% offered a hourly rate of more than £12.75 £12.36 £12.50
10% offered a hourly rate of more than £47.50 £49.50 £47.50
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

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 5 May 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 5 May 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 -8 47 £450 -5.26% 18
Yorkshire -19 13 £350 -17.64% 1
North East -39 13 £338 -32.50%
North West -9 12 £413 -19.51% 3
South East -16 7 £375 -21.05% 4
East Midlands - 7 £425 -
West Midlands -12 4 - - 2
South West -3 3 £475 +58.33% 1
East of England +5 1 £350 -9.96%
Midlands - 1 £350 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 5 May 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.

1 136 (78.16%) Business Intelligence
2 134 (77.01%) SQL
3 105 (60.34%) ETL
4 104 (59.77%) Data Warehouse
5 97 (55.75%) SQL Server
6 81 (46.55%) Data Modelling
7 65 (37.36%) Kimball Methodology
8 62 (35.63%) SQL Server Analysis Services
9 61 (35.06%) Oracle
10 59 (33.91%) SQL Server Integration Services
11 57 (32.76%) SQL Server Reporting Services
11 57 (32.76%) Microsoft
12 47 (27.01%) T-SQL
13 39 (22.41%) PL/SQL
14 38 (21.84%) OLAP
14 38 (21.84%) Data Quality
15 36 (20.69%) Oracle Database
16 35 (20.11%) SQL Server 2008
17 33 (18.97%) Agile Software Development
18 32 (18.39%) Informatica
18 32 (18.39%) Finance
19 30 (17.24%) Oracle Database 11g
19 30 (17.24%) OLAP Cube
20 26 (14.94%) ERwin
21 24 (13.79%) Analytics
22 22 (12.64%) SQL Server 2012
23 21 (12.07%) MS Excel
23 21 (12.07%) Continuous Integration
24 20 (11.49%) BusinessObjects
24 20 (11.49%) Relational Database

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 12 (6.90%) SharePoint
2 11 (6.32%) SAS
3 3 (1.72%) SharePoint 2010
4 2 (1.15%) Apache
4 2 (1.15%) Apache Pig
4 2 (1.15%) Node.js
4 2 (1.15%) SharePoint 2013
5 1 (0.57%) Oracle Application Server
5 1 (0.57%) WebLogic
Applications
1 21 (12.07%) MS Excel
2 2 (1.15%) MS Office
3 1 (0.57%) MS PowerPoint
3 1 (0.57%) MS Visio
Business Applications
1 2 (1.15%) Maximo
2 1 (0.57%) Dynamics AX
2 1 (0.57%) Dynamics CRM
2 1 (0.57%) Oracle BPM
2 1 (0.57%) Oracle EBS
2 1 (0.57%) Oracle EBS R12
Cloud Services
1 3 (1.72%) Microsoft Azure
2 2 (1.15%) SaaS
3 1 (0.57%) Amazon AWS
3 1 (0.57%) Google Cloud Platform
Communications & Networking
1 5 (2.87%) Network Security
2 1 (0.57%) Internet
Database & Business Intelligence
1 104 (59.77%) Data Warehouse
2 97 (55.75%) SQL Server
3 62 (35.63%) SQL Server Analysis Services
4 59 (33.91%) SQL Server Integration Services
5 57 (32.76%) SQL Server Reporting Services
6 38 (21.84%) OLAP
7 36 (20.69%) Oracle Database
8 35 (20.11%) SQL Server 2008
9 30 (17.24%) OLAP Cube
9 30 (17.24%) Oracle Database 11g
10 22 (12.64%) SQL Server 2012
11 20 (11.49%) BusinessObjects
11 20 (11.49%) Relational Database
12 15 (8.62%) Data Mart
13 14 (8.05%) Big Data
14 13 (7.47%) NoSQL
14 13 (7.47%) QlikView
15 11 (6.32%) Microsoft Analysis Services
16 10 (5.75%) Power BI
17 9 (5.17%) Oracle BI EE
Development Applications
1 26 (14.94%) ERwin
2 10 (5.75%) Talend Open Studio
3 9 (5.17%) Jenkins
4 6 (3.45%) PowerDesigner
5 5 (2.87%) Team Foundation Server
6 3 (1.72%) Toad
6 3 (1.72%) VSS/SourceSafe
7 2 (1.15%) SQL Server Management Studio (SSMS)
7 2 (1.15%) Visual Studio
8 1 (0.57%) Atlassian Bamboo
8 1 (0.57%) JIRA
8 1 (0.57%) Mercurial
8 1 (0.57%) Subversion
General
1 32 (18.39%) Finance
2 17 (9.77%) Banking
3 7 (4.02%) Retail
4 6 (3.45%) Investment Banking
5 3 (1.72%) Front Office
5 3 (1.72%) Legal
5 3 (1.72%) Telecoms
6 2 (1.15%) Pharmaceutical
6 2 (1.15%) Publishing
6 2 (1.15%) Retail Banking
7 1 (0.57%) Advertising
7 1 (0.57%) Manufacturing
Job Titles
1 95 (54.60%) Developer
2 36 (20.69%) Business Intelligence Developer
3 30 (17.24%) SQL Developer
4 25 (14.37%) Analyst
5 21 (12.07%) Tester
6 19 (10.92%) Business Developer
7 16 (9.20%) ETL Developer
8 15 (8.62%) Architect
8 15 (8.62%) Data Warehouse Developer
9 14 (8.05%) ETL Tester
9 14 (8.05%) SSIS Developer
10 13 (7.47%) Consultant
11 12 (6.90%) Data Analyst
11 12 (6.90%) Data Mart Developer
11 12 (6.90%) SSRS Developer
12 11 (6.32%) Data Architect
12 11 (6.32%) SQL BI Developer
13 9 (5.17%) Oracle Developer
13 9 (5.17%) Senior Developer
14 8 (4.60%) Data Modeller
Libraries, Frameworks & Software Standards
1 11 (6.32%) MDX
2 7 (4.02%) .NET
3 3 (1.72%) .NET Framework
3 3 (1.72%) JSON
3 3 (1.72%) Web Services
3 3 (1.72%) XML
3 3 (1.72%) XSD
3 3 (1.72%) XSLT
4 2 (1.15%) REST
5 1 (0.57%) Akka
5 1 (0.57%) ASP.NET
5 1 (0.57%) FIX Protocol
5 1 (0.57%) FpML
5 1 (0.57%) Middleware
5 1 (0.57%) Oracle Fusion
5 1 (0.57%) SAP XI
5 1 (0.57%) XML Schema
Miscellaneous
1 12 (6.90%) NHS
2 11 (6.32%) Analytical Skills
2 11 (6.32%) Data Integration
3 8 (4.60%) Visualisation
4 5 (2.87%) Digital Media
4 5 (2.87%) Management Information System
5 3 (1.72%) Data Structures
5 3 (1.72%) Reference Data
6 2 (1.15%) Computer Science
6 2 (1.15%) Enterprise Software
6 2 (1.15%) Minimum Viable Product
6 2 (1.15%) Mobile App
6 2 (1.15%) Statistics
7 1 (0.57%) Data Conversion
7 1 (0.57%) Data Protection Act
7 1 (0.57%) Fat Client
7 1 (0.57%) Fixed Income
7 1 (0.57%) Replication
7 1 (0.57%) Thin Client
7 1 (0.57%) W3C
Operating Systems
1 11 (6.32%) Linux
2 5 (2.87%) Unix
3 3 (1.72%) Windows
4 1 (0.57%) Windows Server
4 1 (0.57%) Windows Server 2012
Processes & Methodologies
1 136 (78.16%) Business Intelligence
2 105 (60.34%) ETL
3 81 (46.55%) Data Modelling
4 65 (37.36%) Kimball Methodology
5 33 (18.97%) Agile Software Development
6 24 (13.79%) Analytics
7 21 (12.07%) Continuous Integration
8 17 (9.77%) Data Analysis
8 17 (9.77%) Data Governance
9 16 (9.20%) Data Management
9 16 (9.20%) Physical Data Model
10 15 (8.62%) Logical Data Model
11 13 (7.47%) SDLC
12 12 (6.90%) ETL Development
12 12 (6.90%) Software Testing
13 11 (6.32%) Migration
14 9 (5.17%) Data Architecture
14 9 (5.17%) E-Commerce
14 9 (5.17%) Predictive Modelling
15 8 (4.60%) Performance Tuning
Programming Languages
1 134 (77.01%) SQL
2 47 (27.01%) T-SQL
3 39 (22.41%) PL/SQL
4 9 (5.17%) Java
4 9 (5.17%) JavaScript
4 9 (5.17%) R
5 8 (4.60%) C++
5 8 (4.60%) Python
6 5 (2.87%) C#
6 5 (2.87%) Data Analysis Expressions (DAX)
6 5 (2.87%) PHP
7 3 (1.72%) VB
8 2 (1.15%) PowerShell
8 2 (1.15%) Shell Script
8 2 (1.15%) VB.NET
9 1 (0.57%) Bash Shell
9 1 (0.57%) C
9 1 (0.57%) VBA
9 1 (0.57%) XPath
Qualifications
1 14 (8.05%) Degree
1 14 (8.05%) ISEB
2 7 (4.02%) Security Cleared
3 5 (2.87%) SAP Certification
4 4 (2.30%) SAS Certification
5 3 (1.72%) BPSS Clearance
5 3 (1.72%) SC Cleared
6 2 (1.15%) Microsoft Certification
7 1 (0.57%) BC Cleared
7 1 (0.57%) DV Cleared
7 1 (0.57%) ISTQB
7 1 (0.57%) MCSE
Quality Assurance & Compliance
1 38 (21.84%) Data Quality
2 7 (4.02%) QA
3 4 (2.30%) Disclosure Scotland
4 1 (0.57%) Basel II
4 1 (0.57%) GCP
4 1 (0.57%) Sarbanes-Oxley
4 1 (0.57%) Solvency II
System Software
1 1 (0.57%) Oracle RAC
Systems Management
1 1 (0.57%) Data Guard
1 1 (0.57%) Oracle Enterprise Manager
1 1 (0.57%) Oracle Flashback
1 1 (0.57%) Oracle RMAN
Vendors
1 61 (35.06%) Oracle
2 57 (32.76%) Microsoft
3 32 (18.39%) Informatica
4 14 (8.05%) Teradata
5 13 (7.47%) SAP
6 10 (5.75%) Cognos
6 10 (5.75%) Sybase
6 10 (5.75%) Talend
7 9 (5.17%) Vertica
8 8 (4.60%) IBM
9 7 (4.02%) Netezza
10 6 (3.45%) Tableau
11 2 (1.15%) Cloudera
11 2 (1.15%) Hortonworks
12 1 (0.57%) Google
12 1 (0.57%) Guidewire
12 1 (0.57%) MicroStrategy
12 1 (0.57%) RedGate
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