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 9 December 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
9 Dec 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 518 509 496
Rank change year-on-year
-9 -13
Contract jobs citing Dimensional Modelling 88 105 125
As % of all contract IT jobs located in England 0.19% 0.21% 0.24%
As % of the Processes & Methodologies category 0.23% 0.26% 0.31%
Number of daily rates quoted 52 69 90
Median daily rate £436 £444 £450
Median daily rate % change year-on-year
-1.69% -1.38%
90% offered a daily rate of more than £326 £349 £310
10% offered a daily rate of more than £516 £512 £543
UK excluding London median daily rate £400 £450 £438
% change year-on-year
-11.11% +2.85%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £82.00
UK excluding London median hourly rate - - £82.00
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
37968 41123 39833
As % of all contract IT jobs located in England 82.80% 81.48% 77.29%
Number of daily rates quoted 25471 27052 26380
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 996 1222 1137
Median hourly rate £28.00 £30.00 £25.00
Median hourly rate % change year-on-year
-6.66% +20.00%
90% offered a hourly rate of more than £12.50 £12.35 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

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 9 December 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 9 December 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 +14 38 £450 +4.34% 6
South East +30 21 £438 -2.77% 2
South West -3 11 £388 -13.88% 1
North East -21 6 £375 -33.03%
Yorkshire +18 4 - - 1
East of England +1 3 £266 -19.31% 1
West Midlands -20 3 £525 +42.37% 2
North West +3 2 £375 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 9 December 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.

1 147 (76.96%) Data Warehouse
2 120 (62.83%) ETL
3 106 (55.50%) Business Intelligence
4 103 (53.93%) SQL
5 98 (51.31%) Data Modelling
6 84 (43.98%) Oracle
7 73 (38.22%) Agile Software Development
8 58 (30.37%) SQL Server
9 55 (28.80%) Netezza
10 54 (28.27%) Kimball Methodology
11 47 (24.61%) SQL Server Analysis Services
12 41 (21.47%) SQL Server Integration Services
12 41 (21.47%) Microsoft
13 40 (20.94%) Relational Database
14 35 (18.32%) Oracle ODI
14 35 (18.32%) Data Quality
15 33 (17.28%) Data Management
15 33 (17.28%) SQL Server Reporting Services
15 33 (17.28%) OLAP
16 32 (16.75%) SDLC
17 31 (16.23%) OLAP Cube
17 31 (16.23%) RAD
17 31 (16.23%) Finance
18 26 (13.61%) Degree
19 25 (13.09%) Analytical Skills
20 24 (12.57%) T-SQL
21 23 (12.04%) Teradata
21 23 (12.04%) BusinessObjects
21 23 (12.04%) Data Transformation
21 23 (12.04%) Analytics

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 (6.28%) SharePoint
2 5 (2.62%) SAS
3 3 (1.57%) Apache Spark
4 1 (0.52%) Apache
4 1 (0.52%) Oracle SOA Suite
Applications
1 17 (8.90%) MS Excel
2 2 (1.05%) MS Office
2 2 (1.05%) SPSS
3 1 (0.52%) MS PowerPoint
3 1 (0.52%) MS Visio
Business Applications
1 8 (4.19%) Dynamics CRM
1 8 (4.19%) Dynamics NAV
2 3 (1.57%) Dynamics AX
3 1 (0.52%) Hyperion Planning
3 1 (0.52%) Oracle EBS
3 1 (0.52%) Oracle ERP
3 1 (0.52%) Oracle General Ledger
Cloud Services
1 6 (3.14%) Microsoft Azure
2 5 (2.62%) GitHub
3 3 (1.57%) Amazon AWS
4 2 (1.05%) Cloud Computing
4 2 (1.05%) SaaS
5 1 (0.52%) Google Cloud Platform
Communications & Networking
1 3 (1.57%) DNS
2 2 (1.05%) HTTP
3 1 (0.52%) 2G
3 1 (0.52%) 3G
3 1 (0.52%) DHCP
3 1 (0.52%) LTE
3 1 (0.52%) Network Security
3 1 (0.52%) Radio Access Network
3 1 (0.52%) SNMP
3 1 (0.52%) Telnet
Database & Business Intelligence
1 147 (76.96%) Data Warehouse
2 58 (30.37%) SQL Server
3 47 (24.61%) SQL Server Analysis Services
4 41 (21.47%) SQL Server Integration Services
5 40 (20.94%) Relational Database
6 35 (18.32%) Oracle ODI
7 33 (17.28%) OLAP
7 33 (17.28%) SQL Server Reporting Services
8 31 (16.23%) OLAP Cube
9 23 (12.04%) BusinessObjects
10 22 (11.52%) Big Data
10 22 (11.52%) NoSQL
11 18 (9.42%) DB2
12 16 (8.38%) Power BI
13 13 (6.81%) Hadoop
14 12 (6.28%) Oracle Database
14 12 (6.28%) SQL Server 2012
14 12 (6.28%) SQL Server 2014
15 9 (4.71%) Oracle BI EE
16 8 (4.19%) Data Mart
Development Applications
1 17 (8.90%) Jenkins
2 11 (5.76%) ERwin
2 11 (5.76%) Talend Open Studio
3 7 (3.66%) Team Foundation Server
4 4 (2.09%) Subversion
5 3 (1.57%) SQL Server Management Studio (SSMS)
5 3 (1.57%) VSS/SourceSafe
6 2 (1.05%) Ant
6 2 (1.05%) JIRA
6 2 (1.05%) Maven
6 2 (1.05%) Moq
6 2 (1.05%) NuGet
7 1 (0.52%) Git (software)
7 1 (0.52%) MSBuild
7 1 (0.52%) Visual Studio
General
1 31 (16.23%) Finance
2 15 (7.85%) Banking
3 9 (4.71%) Retail
4 4 (2.09%) Legal
4 4 (2.09%) Marketing
5 3 (1.57%) Investment Banking
5 3 (1.57%) Pharmaceutical
6 1 (0.52%) Advertising
6 1 (0.52%) Front Office
6 1 (0.52%) Games
6 1 (0.52%) General Ledger
6 1 (0.52%) Telecoms
Job Titles
1 100 (52.36%) Developer
2 40 (20.94%) Analyst
3 37 (19.37%) Oracle Developer
4 36 (18.85%) ETL Developer
5 29 (15.18%) Business Intelligence Developer
6 27 (14.14%) Data Analyst
6 27 (14.14%) Oracle ETL Developer
7 26 (13.61%) Architect
8 24 (12.57%) SQL Developer
9 23 (12.04%) Data Architect
9 23 (12.04%) Designer
10 22 (11.52%) ETL Designer
11 20 (10.47%) Data Warehouse Developer
12 18 (9.42%) SQL Analyst
13 14 (7.33%) Business Intelligence Analyst
14 13 (6.81%) SQL Data Analyst
15 12 (6.28%) Oracle Analyst
15 12 (6.28%) SQL BI Developer
15 12 (6.28%) Tester
16 11 (5.76%) DBA
Libraries, Frameworks & Software Standards
1 10 (5.24%) .NET
2 8 (4.19%) Kafka
3 6 (3.14%) MDX
3 6 (3.14%) Web Services
4 5 (2.62%) ASP.NET
5 2 (1.05%) Ajax
5 2 (1.05%) AngularJS
5 2 (1.05%) ASP.NET Web API
5 2 (1.05%) CSS
5 2 (1.05%) Ember.js
5 2 (1.05%) Entity Framework
5 2 (1.05%) Ext JS
5 2 (1.05%) HTML
5 2 (1.05%) HTML5
5 2 (1.05%) NHibernate
5 2 (1.05%) RESTful
5 2 (1.05%) Spring.NET
5 2 (1.05%) StructureMap
5 2 (1.05%) WCF
5 2 (1.05%) WinForms
Miscellaneous
1 25 (13.09%) Analytical Skills
2 19 (9.95%) Data Structures
3 14 (7.33%) Data Integration
4 10 (5.24%) Management Information System
5 8 (4.19%) Data Extraction
5 8 (4.19%) Visualisation
6 7 (3.66%) Computer Science
7 4 (2.09%) Replication
8 2 (1.05%) Enterprise Software
8 2 (1.05%) NHS
8 2 (1.05%) User Experience
9 1 (0.52%) Credit Risk
9 1 (0.52%) Data Centre
9 1 (0.52%) Data Protection Act
9 1 (0.52%) Digital Media
9 1 (0.52%) FMCG
9 1 (0.52%) Freedom of Information
9 1 (0.52%) Freedom of Information Act
9 1 (0.52%) iSeries
9 1 (0.52%) Mathematics
Operating Systems
1 14 (7.33%) Linux
2 13 (6.81%) Unix
3 3 (1.57%) Windows
Processes & Methodologies
1 120 (62.83%) ETL
2 106 (55.50%) Business Intelligence
3 98 (51.31%) Data Modelling
4 73 (38.22%) Agile Software Development
5 54 (28.27%) Kimball Methodology
6 33 (17.28%) Data Management
7 32 (16.75%) SDLC
8 31 (16.23%) RAD
9 23 (12.04%) Analytics
9 23 (12.04%) Data Transformation
10 20 (10.47%) Migration
11 18 (9.42%) Data Architecture
11 18 (9.42%) Unit Testing
12 17 (8.90%) Predictive Modelling
13 16 (8.38%) Continuous Integration
14 15 (7.85%) Performance Tuning
15 14 (7.33%) Logical Data Model
15 14 (7.33%) Physical Data Model
16 12 (6.28%) Data Analysis
17 11 (5.76%) E-Commerce
Programming Languages
1 103 (53.93%) SQL
2 24 (12.57%) T-SQL
3 20 (10.47%) C++
4 18 (9.42%) Python
4 18 (9.42%) R
5 17 (8.90%) Java
6 14 (7.33%) PL/SQL
7 10 (5.24%) Shell Script
8 8 (4.19%) C#
9 6 (3.14%) VB
9 6 (3.14%) VB.NET
10 4 (2.09%) VBA
11 3 (1.57%) JavaScript
12 2 (1.05%) TypeScript
13 1 (0.52%) C
13 1 (0.52%) Data Analysis Expressions (DAX)
13 1 (0.52%) Perl
13 1 (0.52%) PHP
13 1 (0.52%) SAS Macro
Qualifications
1 26 (13.61%) Degree
2 3 (1.57%) ISEB
2 3 (1.57%) ISTQB
3 2 (1.05%) MCDBA
3 2 (1.05%) MCITP
3 2 (1.05%) MCPD
3 2 (1.05%) MCSA
3 2 (1.05%) MCSD
3 2 (1.05%) MCSE
3 2 (1.05%) Microsoft Certification
3 2 (1.05%) SC Cleared
3 2 (1.05%) Security Cleared
Quality Assurance & Compliance
1 35 (18.32%) Data Quality
2 5 (2.62%) QA
3 3 (1.57%) ISO 9000
4 1 (0.52%) Basel II
4 1 (0.52%) Sarbanes-Oxley
Vendors
1 84 (43.98%) Oracle
2 55 (28.80%) Netezza
3 41 (21.47%) Microsoft
4 23 (12.04%) Teradata
5 18 (9.42%) Sybase
6 13 (6.81%) Informatica
7 12 (6.28%) Tableau
7 12 (6.28%) Vertica
8 11 (5.76%) Talend
9 10 (5.24%) Cognos
10 9 (4.71%) SAP
11 4 (2.09%) MicroStrategy
12 3 (1.57%) IBM
13 2 (1.05%) Alteryx
13 2 (1.05%) Embarcadero
14 1 (0.52%) Google
14 1 (0.52%) Greenplum
14 1 (0.52%) Huawei
14 1 (0.52%) Nokia Networks
14 1 (0.52%) Yardi
Croydon, Surrey
Venturi
Rate: £375 - £500 per day
Posted: 4 days ago
Birmingham
CPS Group Limited
Posted: 15 days ago