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 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 546 505 488
Rank change year-on-year
-41 -17
Contract jobs citing Dimensional Modelling 111 156 154
As % of all contract IT jobs located in the UK 0.21% 0.27% 0.27%
As % of the Processes & Methodologies category 0.25% 0.34% 0.35%
Number of daily rates quoted 57 102 79
Median daily rate £435 £450 £388
Median daily rate % change year-on-year
-3.33% +16.12%
90% offered a daily rate of more than £375 £350 £222
10% offered a daily rate of more than £485 £510 £503
UK excluding London median daily rate £420 £440 £350
% change year-on-year
-4.54% +25.71%
Number of hourly rates quoted 0 0 6
Median hourly rate - - £67.00
UK excluding London median hourly rate - - £67.00

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
44464 46364 44152
As % of all contract IT jobs located in the UK 83.07% 81.04% 77.16%
Number of daily rates quoted 29448 30320 27616
Median daily rate £438 £425 £413
Median daily rate % change year-on-year
+3.05% +3.03%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £590 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1150 1283 1207
Median hourly rate £31.00 £32.00 £24.00
Median hourly rate % change year-on-year
-3.12% +33.33%
90% offered a hourly rate of more than £12.52 £12.50 £12.50
10% offered a hourly rate of more than £50.00 £49.76 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 27 September 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 27 September 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 -2 108 £430 -4.44% 15
London -23 40 £443 -1.66% 9
Yorkshire +33 31 £420 -14.72% 1
West Yorkshire +33 31 £420 +3.06%
Bradford - 31 £420 -
City of London +6 15 £450 - 4
Cheshire +13 10 £550 +49.15%
North West -3 10 £550 +22.22%
South East +5 8 £438 +11.11% 2
South West +9 7 £375 -16.66% 1
East of England +5 7 £288 -36.11% 2
Buckinghamshire +14 6 £438 +25.00% 1
Milton Keynes +14 6 £438 +25.00%
Hertfordshire +5 6 £288 -7.25% 1
Chester +6 4 £600 +62.71%
Bristol - 4 - -
Gloucestershire +1 3 £375 -16.66% 1
Welwyn Garden City -2 3 £288 -7.25%
Scotland +4 2 £475 +11.76% 1
Gloucester -2 2 £325 -25.71%
Nottingham - 2 £225 -
Staines - 2 - -
Surrey - 2 - -
Nottinghamshire - 2 £225 -
East Midlands - 2 £225 -
Edinburgh +10 1 - - 1
Suffolk +1 1 - -
Ipswich -2 1 - -
West Midlands -28 1 - -
St Albans - 1 £445 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 27 September 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.

1 156 (69.33%) Data Warehouse
2 152 (67.56%) ETL
3 142 (63.11%) Business Intelligence
4 122 (54.22%) SQL
5 98 (43.56%) Data Modelling
6 89 (39.56%) Oracle
7 71 (31.56%) Agile Software Development
8 68 (30.22%) SQL Server
9 67 (29.78%) Kimball Methodology
10 62 (27.56%) SQL Server Analysis Services
11 57 (25.33%) OLAP
12 53 (23.56%) OLAP Cube
13 49 (21.78%) Microsoft
14 48 (21.33%) Netezza
15 44 (19.56%) Analytics
16 41 (18.22%) Relational Database
17 38 (16.89%) SDLC
17 38 (16.89%) Data Quality
18 37 (16.44%) Oracle ODI
18 37 (16.44%) Finance
18 37 (16.44%) SQL Server Integration Services
18 37 (16.44%) Continuous Integration
19 35 (15.56%) SQL Server Reporting Services
19 35 (15.56%) Jenkins
20 34 (15.11%) Teradata
21 33 (14.67%) Big Data
22 32 (14.22%) Linux
23 31 (13.78%) Java
23 31 (13.78%) RAD
23 31 (13.78%) Vertica

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 10 (4.44%) SharePoint
2 5 (2.22%) SAS
3 1 (0.44%) Apache
3 1 (0.44%) Apache Spark
Applications
1 23 (10.22%) MS Excel
2 4 (1.78%) MS Office
2 4 (1.78%) MS PowerPoint
3 3 (1.33%) SPSS
Business Applications
1 6 (2.67%) Dynamics CRM
1 6 (2.67%) Dynamics NAV
2 2 (0.89%) Maximo
3 1 (0.44%) Dynamics AX
3 1 (0.44%) Hyperion Planning
3 1 (0.44%) Oracle EBS
3 1 (0.44%) Oracle ERP
3 1 (0.44%) Oracle General Ledger
Cloud Services
1 6 (2.67%) Microsoft Azure
1 6 (2.67%) SaaS
2 5 (2.22%) GitHub
3 3 (1.33%) Amazon AWS
4 2 (0.89%) Cloud Computing
5 1 (0.44%) Google Cloud Platform
Communications & Networking
1 8 (3.56%) Network Security
2 2 (0.89%) DNS
2 2 (0.89%) HTTP
Database & Business Intelligence
1 156 (69.33%) Data Warehouse
2 68 (30.22%) SQL Server
3 62 (27.56%) SQL Server Analysis Services
4 57 (25.33%) OLAP
5 53 (23.56%) OLAP Cube
6 41 (18.22%) Relational Database
7 37 (16.44%) Oracle ODI
7 37 (16.44%) SQL Server Integration Services
8 35 (15.56%) SQL Server Reporting Services
9 33 (14.67%) Big Data
10 22 (9.78%) BusinessObjects
10 22 (9.78%) Oracle Database
11 20 (8.89%) Power BI
12 19 (8.44%) NoSQL
13 18 (8.00%) DB2
14 16 (7.11%) SQL Server 2008
15 14 (6.22%) Microsoft Analysis Services
16 13 (5.78%) SQL Server 2014
17 11 (4.89%) Data Mart
17 11 (4.89%) Oracle Database 11g
Development Applications
1 35 (15.56%) Jenkins
2 26 (11.56%) Talend Open Studio
3 19 (8.44%) ERwin
4 6 (2.67%) SQL Server Management Studio (SSMS)
5 3 (1.33%) Team Foundation Server
6 2 (0.89%) Ant
6 2 (0.89%) Maven
6 2 (0.89%) Moq
6 2 (0.89%) NuGet
6 2 (0.89%) Subversion
6 2 (0.89%) Visual Studio
7 1 (0.44%) JIRA
7 1 (0.44%) VSS/SourceSafe
General
1 37 (16.44%) Finance
2 12 (5.33%) Banking
3 8 (3.56%) Investment Banking
3 8 (3.56%) Retail
4 7 (3.11%) Pharmaceutical
5 4 (1.78%) Advertising
5 4 (1.78%) Law
6 3 (1.33%) Marketing
7 2 (0.89%) Front Office
7 2 (0.89%) Legal
8 1 (0.44%) Games
8 1 (0.44%) General Ledger
8 1 (0.44%) Local Government
8 1 (0.44%) Manufacturing
Job Titles
1 119 (52.89%) Developer
2 40 (17.78%) Analyst
3 35 (15.56%) Oracle Developer
4 34 (15.11%) Architect
4 34 (15.11%) Business Intelligence Developer
4 34 (15.11%) ETL Developer
5 29 (12.89%) Data Architect
6 26 (11.56%) Data Analyst
7 25 (11.11%) Data Warehouse Developer
8 24 (10.67%) Oracle ETL Developer
9 23 (10.22%) Designer
9 23 (10.22%) SQL Developer
10 22 (9.78%) ETL Designer
11 17 (7.56%) Data Warehouse Architect
12 16 (7.11%) Tester
13 14 (6.22%) DBA
13 14 (6.22%) Talend Developer
14 13 (5.78%) Business Intelligence Analyst
14 13 (5.78%) Consultant
15 12 (5.33%) SQL Analyst
Libraries, Frameworks & Software Standards
1 12 (5.33%) MDX
2 8 (3.56%) .NET
3 7 (3.11%) Web Services
4 3 (1.33%) ASP.NET
5 2 (0.89%) .NET Framework
5 2 (0.89%) Ajax
5 2 (0.89%) Backbone.js
5 2 (0.89%) CSS
5 2 (0.89%) Entity Framework
5 2 (0.89%) Ext JS
5 2 (0.89%) HTML
5 2 (0.89%) HTML5
5 2 (0.89%) KnockoutJS
5 2 (0.89%) Modernizr
5 2 (0.89%) NHibernate
5 2 (0.89%) RESTful
5 2 (0.89%) Spring.NET
5 2 (0.89%) StructureMap
5 2 (0.89%) WCF
5 2 (0.89%) WinForms
Miscellaneous
1 26 (11.56%) Analytical Skills
2 18 (8.00%) Data Structures
3 14 (6.22%) Visualisation
4 13 (5.78%) Data Extraction
5 11 (4.89%) Data Integration
6 8 (3.56%) Digital Media
7 6 (2.67%) Credit Risk
7 6 (2.67%) Management Information System
8 2 (0.89%) Enterprise Software
8 2 (0.89%) Minimum Viable Product
8 2 (0.89%) Mobile App
8 2 (0.89%) User Experience
9 1 (0.44%) Algorithms
9 1 (0.44%) Data Conversion
9 1 (0.44%) FMCG
9 1 (0.44%) Mathematics
9 1 (0.44%) Replication
9 1 (0.44%) Statistics
9 1 (0.44%) Virtual Team
Operating Systems
1 32 (14.22%) Linux
2 5 (2.22%) Unix
3 3 (1.33%) Windows
Processes & Methodologies
1 152 (67.56%) ETL
2 142 (63.11%) Business Intelligence
3 98 (43.56%) Data Modelling
4 71 (31.56%) Agile Software Development
5 67 (29.78%) Kimball Methodology
6 44 (19.56%) Analytics
7 38 (16.89%) SDLC
8 37 (16.44%) Continuous Integration
9 31 (13.78%) RAD
10 29 (12.89%) Data Management
10 29 (12.89%) E-Commerce
11 25 (11.11%) Data Transformation
12 21 (9.33%) Data Architecture
13 19 (8.44%) Migration
14 18 (8.00%) Predictive Modelling
15 16 (7.11%) Data Analysis
16 15 (6.67%) ERP
16 15 (6.67%) Unit Testing
17 14 (6.22%) CRM
17 14 (6.22%) Performance Tuning
Programming Languages
1 122 (54.22%) SQL
2 31 (13.78%) Java
3 24 (10.67%) T-SQL
4 20 (8.89%) PL/SQL
4 20 (8.89%) Python
5 18 (8.00%) R
6 17 (7.56%) C++
7 10 (4.44%) JavaScript
8 8 (3.56%) PHP
9 6 (2.67%) VB
10 4 (1.78%) Data Analysis Expressions (DAX)
10 4 (1.78%) Shell Script
10 4 (1.78%) VB.NET
10 4 (1.78%) VBA
11 3 (1.33%) C#
12 2 (0.89%) TypeScript
13 1 (0.44%) C
13 1 (0.44%) PowerShell
13 1 (0.44%) SAS Macro
Qualifications
1 19 (8.44%) Degree
2 4 (1.78%) ISEB
3 2 (0.89%) BPSS Clearance
4 1 (0.44%) BC Cleared
4 1 (0.44%) ISTQB
4 1 (0.44%) SAS Certification
4 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 38 (16.89%) Data Quality
2 5 (2.22%) QA
3 1 (0.44%) GCP
3 1 (0.44%) ISO 9000
3 1 (0.44%) Solvency II
Vendors
1 89 (39.56%) Oracle
2 49 (21.78%) Microsoft
3 48 (21.33%) Netezza
4 34 (15.11%) Teradata
5 31 (13.78%) Vertica
6 26 (11.56%) Talend
7 23 (10.22%) Informatica
8 20 (8.89%) Sybase
9 15 (6.67%) Cognos
10 13 (5.78%) Tableau
11 11 (4.89%) SAP
12 4 (1.78%) Alteryx
13 3 (1.33%) CODA
13 3 (1.33%) Concur
13 3 (1.33%) Maconomy
13 3 (1.33%) MicroStrategy
13 3 (1.33%) ServiceNow
14 2 (0.89%) Embarcadero
15 1 (0.44%) Hyperion
15 1 (0.44%) IBM
Edinburgh, Midlothian
Spring Technology
Rate: £350.00 per day
Posted: 5 hours ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 5 days ago
Buckinghamshire
Reuben Chase
Rate: Unspecified Competitive
Posted: 4 days ago