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 4 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
4 Dec 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 526 524 503
Rank change year-on-year
-2 -21
Contract jobs citing Dimensional Modelling 98 122 154
As % of all contract IT jobs located in the UK 0.20% 0.22% 0.27%
As % of the Processes & Methodologies category 0.24% 0.27% 0.35%
Number of daily rates quoted 55 81 107
Median daily rate £438 £450 £438
Median daily rate % change year-on-year
-2.77% +2.85%
90% offered a daily rate of more than £330 £342 £310
10% offered a daily rate of more than £511 £528 £523
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

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
40825 44928 44271
As % of all contract IT jobs located in the UK 82.52% 81.15% 76.94%
Number of daily rates quoted 27182 29127 28771
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £295 £275
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 1081 1342 1219
Median hourly rate £30.00 £31.44 £25.00
Median hourly rate % change year-on-year
-4.58% +25.76%
90% offered a hourly rate of more than £12.50 £12.50 £12.00
10% offered a hourly rate of more than £50.00 £50.00 £50.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 4 December 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 4 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
England -15 91 £438 -2.77% 16
London +5 42 £450 +5.88% 5
City of London +4 20 £450 +2.85% 2
South East +22 19 £438 -2.77% 3
South West 0 11 £388 -13.88% 1
Buckinghamshire +24 10 £438 -
Yorkshire +17 6 - - 2
West Yorkshire +16 6 - -
Gloucestershire +1 6 £375 -21.05%
North East -28 6 £375 -33.03%
Bradford - 6 - -
Scotland +16 5 £398 -6.47%
Berkshire +10 5 £475 - 2
Milton Keynes +20 4 £438 -
Gloucester -3 4 £325 -31.57%
Durham - 4 £375 -
East of England +7 3 £266 -19.31% 1
Reading +5 3 £406 -
Hertfordshire 0 3 £266 -19.31%
Birmingham -10 3 £525 +114.28% 1
West Midlands -19 3 £525 +44.82% 2
Hampshire +18 2 £500 +5.26%
Edinburgh +18 2 £370 -12.94%
Bristol -4 2 - - 1
Tyne and Wear -42 2 £425 -24.10%
Glasgow - 2 - -
Southampton - 2 £500 -
Salisbury - 2 £400 -
Welwyn Garden City - 2 £266 -
Sunderland - 2 £425 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 4 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 with a requirement for Dimensional Modelling.

1 158 (77.07%) Data Warehouse
2 129 (62.93%) ETL
3 111 (54.15%) Business Intelligence
4 108 (52.68%) Data Modelling
5 107 (52.20%) SQL
6 91 (44.39%) Oracle
7 77 (37.56%) Agile Software Development
8 57 (27.80%) SQL Server
9 55 (26.83%) Netezza
10 54 (26.34%) Kimball Methodology
11 46 (22.44%) SQL Server Analysis Services
12 41 (20.00%) Finance
12 41 (20.00%) SQL Server Integration Services
12 41 (20.00%) Relational Database
13 39 (19.02%) Microsoft
14 36 (17.56%) Oracle ODI
15 35 (17.07%) Data Quality
15 35 (17.07%) Data Management
16 33 (16.10%) SQL Server Reporting Services
16 33 (16.10%) SDLC
17 31 (15.12%) Teradata
17 31 (15.12%) RAD
17 31 (15.12%) OLAP
18 30 (14.63%) BusinessObjects
19 29 (14.15%) Analytical Skills
19 29 (14.15%) OLAP Cube
20 27 (13.17%) Data Architecture
21 26 (12.68%) Analytics
22 25 (12.20%) Degree
23 24 (11.71%) T-SQL

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 11 (5.37%) SharePoint
2 6 (2.93%) SAS
3 3 (1.46%) Apache Spark
4 1 (0.49%) Apache
4 1 (0.49%) Oracle SOA Suite
Applications
1 17 (8.29%) MS Excel
2 2 (0.98%) MS Office
2 2 (0.98%) SPSS
3 1 (0.49%) MS PowerPoint
3 1 (0.49%) MS Visio
Business Applications
1 8 (3.90%) Dynamics CRM
1 8 (3.90%) Dynamics NAV
2 3 (1.46%) Dynamics AX
3 1 (0.49%) Hyperion Planning
3 1 (0.49%) Oracle EBS
3 1 (0.49%) Oracle ERP
3 1 (0.49%) Oracle General Ledger
Cloud Services
1 6 (2.93%) Microsoft Azure
2 5 (2.44%) GitHub
3 3 (1.46%) Amazon AWS
4 2 (0.98%) Cloud Computing
4 2 (0.98%) SaaS
5 1 (0.49%) Google Cloud Platform
Communications & Networking
1 3 (1.46%) DNS
2 2 (0.98%) HTTP
3 1 (0.49%) 2G
3 1 (0.49%) 3G
3 1 (0.49%) DHCP
3 1 (0.49%) LTE
3 1 (0.49%) Network Security
3 1 (0.49%) Radio Access Network
3 1 (0.49%) SNMP
3 1 (0.49%) Telnet
Database & Business Intelligence
1 158 (77.07%) Data Warehouse
2 57 (27.80%) SQL Server
3 46 (22.44%) SQL Server Analysis Services
4 41 (20.00%) Relational Database
4 41 (20.00%) SQL Server Integration Services
5 36 (17.56%) Oracle ODI
6 33 (16.10%) SQL Server Reporting Services
7 31 (15.12%) OLAP
8 30 (14.63%) BusinessObjects
9 29 (14.15%) OLAP Cube
10 23 (11.22%) Big Data
11 22 (10.73%) NoSQL
12 17 (8.29%) DB2
13 16 (7.80%) Power BI
14 15 (7.32%) Hadoop
14 15 (7.32%) Oracle Database
15 11 (5.37%) SQL Server 2014
16 10 (4.88%) Oracle BI EE
16 10 (4.88%) SQL Server 2012
17 9 (4.39%) BusinessObjects Web Intelligence
Development Applications
1 17 (8.29%) Jenkins
2 11 (5.37%) ERwin
2 11 (5.37%) Talend Open Studio
3 6 (2.93%) Team Foundation Server
4 4 (1.95%) Subversion
5 3 (1.46%) VSS/SourceSafe
6 2 (0.98%) Ant
6 2 (0.98%) JIRA
6 2 (0.98%) Maven
6 2 (0.98%) Moq
6 2 (0.98%) NuGet
6 2 (0.98%) SQL Server Management Studio (SSMS)
7 1 (0.49%) Git (software)
7 1 (0.49%) MSBuild
General
1 41 (20.00%) Finance
2 16 (7.80%) Banking
3 12 (5.85%) Retail
4 3 (1.46%) Investment Banking
4 3 (1.46%) Legal
4 3 (1.46%) Marketing
4 3 (1.46%) Pharmaceutical
5 1 (0.49%) Advertising
5 1 (0.49%) Front Office
5 1 (0.49%) Games
5 1 (0.49%) General Ledger
5 1 (0.49%) Law
5 1 (0.49%) Telecoms
Job Titles
1 99 (48.29%) Developer
2 42 (20.49%) Analyst
3 38 (18.54%) Oracle Developer
4 35 (17.07%) ETL Developer
5 34 (16.59%) Architect
6 31 (15.12%) Data Architect
7 30 (14.63%) Business Intelligence Developer
8 28 (13.66%) Data Analyst
9 27 (13.17%) Oracle ETL Developer
10 25 (12.20%) Designer
11 23 (11.22%) SQL Developer
12 22 (10.73%) ETL Designer
13 18 (8.78%) Data Warehouse Developer
13 18 (8.78%) SQL Analyst
14 14 (6.83%) Business Intelligence Analyst
15 13 (6.34%) SQL Data Analyst
16 12 (5.85%) Oracle Analyst
16 12 (5.85%) SQL BI Developer
16 12 (5.85%) Tester
17 11 (5.37%) DBA
Libraries, Frameworks & Software Standards
1 9 (4.39%) .NET
2 8 (3.90%) Kafka
3 6 (2.93%) Web Services
4 5 (2.44%) ASP.NET
4 5 (2.44%) MDX
5 2 (0.98%) .NET Framework
5 2 (0.98%) Ajax
5 2 (0.98%) AngularJS
5 2 (0.98%) Backbone.js
5 2 (0.98%) CSS
5 2 (0.98%) Ember.js
5 2 (0.98%) Entity Framework
5 2 (0.98%) Ext JS
5 2 (0.98%) HTML
5 2 (0.98%) KnockoutJS
5 2 (0.98%) NHibernate
5 2 (0.98%) RESTful
5 2 (0.98%) Spring.NET
5 2 (0.98%) WCF
5 2 (0.98%) WinForms
Miscellaneous
1 29 (14.15%) Analytical Skills
2 20 (9.76%) Data Structures
3 16 (7.80%) Data Integration
4 10 (4.88%) Management Information System
5 8 (3.90%) Data Extraction
6 7 (3.41%) Computer Science
6 7 (3.41%) Visualisation
7 4 (1.95%) Replication
8 2 (0.98%) Enterprise Software
8 2 (0.98%) NHS
8 2 (0.98%) User Experience
9 1 (0.49%) Credit Risk
9 1 (0.49%) Data Centre
9 1 (0.49%) Data Protection Act
9 1 (0.49%) Digital Media
9 1 (0.49%) FMCG
9 1 (0.49%) Freedom of Information
9 1 (0.49%) iSeries
9 1 (0.49%) Mathematics
9 1 (0.49%) Virtual Team
Operating Systems
1 14 (6.83%) Linux
1 14 (6.83%) Unix
2 3 (1.46%) Windows
3 1 (0.49%) AIX
Processes & Methodologies
1 129 (62.93%) ETL
2 111 (54.15%) Business Intelligence
3 108 (52.68%) Data Modelling
4 77 (37.56%) Agile Software Development
5 54 (26.34%) Kimball Methodology
6 35 (17.07%) Data Management
7 33 (16.10%) SDLC
8 31 (15.12%) RAD
9 27 (13.17%) Data Architecture
10 26 (12.68%) Analytics
11 23 (11.22%) Data Transformation
12 21 (10.24%) Migration
13 18 (8.78%) Unit Testing
14 17 (8.29%) Predictive Modelling
15 16 (7.80%) Continuous Integration
16 15 (7.32%) Logical Data Model
16 15 (7.32%) Performance Tuning
17 14 (6.83%) Physical Data Model
18 13 (6.34%) Data Analysis
19 11 (5.37%) Data Migration
Programming Languages
1 107 (52.20%) SQL
2 24 (11.71%) T-SQL
3 20 (9.76%) C++
4 18 (8.78%) Python
4 18 (8.78%) R
5 17 (8.29%) Java
5 17 (8.29%) PL/SQL
6 11 (5.37%) Shell Script
7 7 (3.41%) C#
8 6 (2.93%) VB
9 5 (2.44%) VB.NET
10 4 (1.95%) VBA
11 3 (1.46%) JavaScript
12 2 (0.98%) TypeScript
13 1 (0.49%) C
13 1 (0.49%) Data Analysis Expressions (DAX)
13 1 (0.49%) Perl
13 1 (0.49%) PHP
13 1 (0.49%) SAS Macro
Qualifications
1 25 (12.20%) Degree
2 3 (1.46%) ISEB
2 3 (1.46%) ISTQB
3 2 (0.98%) MCDBA
3 2 (0.98%) MCITP
3 2 (0.98%) MCPD
3 2 (0.98%) MCSA
3 2 (0.98%) MCSD
3 2 (0.98%) MCSE
3 2 (0.98%) Microsoft Certification
3 2 (0.98%) SC Cleared
3 2 (0.98%) Security Cleared
Quality Assurance & Compliance
1 35 (17.07%) Data Quality
2 5 (2.44%) QA
3 3 (1.46%) ISO 9000
4 1 (0.49%) Basel II
4 1 (0.49%) Sarbanes-Oxley
Systems Management
1 1 (0.49%) Oracle Flashback
Vendors
1 91 (44.39%) Oracle
2 55 (26.83%) Netezza
3 39 (19.02%) Microsoft
4 31 (15.12%) Teradata
5 18 (8.78%) Sybase
6 17 (8.29%) Informatica
7 13 (6.34%) Tableau
8 12 (5.85%) Cognos
8 12 (5.85%) SAP
8 12 (5.85%) Vertica
9 11 (5.37%) Talend
10 5 (2.44%) MicroStrategy
11 3 (1.46%) IBM
12 2 (0.98%) Alteryx
12 2 (0.98%) Embarcadero
13 1 (0.49%) Concur
13 1 (0.49%) Nokia Networks
13 1 (0.49%) Samsung
13 1 (0.49%) ServiceNow
13 1 (0.49%) Yardi
Liverpool, Merseyside
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £400.00 per day
Posted: 5 days ago
Slough, Berkshire
Venturi
Rate: £400 - £700 per day
Posted: 6 days ago
Birmingham
CPS Group Limited
Posted: 10 days ago