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 31 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
31 May 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 525 473 481
Rank change year-on-year
-52 +8
Contract jobs citing Dimensional Modelling 118 138 131
As % of all contract IT jobs located in the UK 0.22% 0.25% 0.25%
As % of the Processes & Methodologies category 0.27% 0.32% 0.32%
Number of daily rates quoted 92 106 89
Median daily rate £413 £456 £425
Median daily rate % change year-on-year
-9.58% +7.35%
90% offered a daily rate of more than £325 £331 £349
10% offered a daily rate of more than £525 £550 £625
UK excluding London median daily rate £375 £450 £418
% change year-on-year
-16.66% +7.78%
Number of hourly rates quoted 3 0 0
Median hourly rate £20.50 - -
UK excluding London median hourly rate £20.50 - -

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
43918 42992 41426
As % of all contract IT jobs located in the UK 81.89% 79.31% 77.61%
Number of daily rates quoted 29200 27357 26190
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 1020 1216 1225
Median hourly rate £28.00 £30.00 £27.50
Median hourly rate % change year-on-year
-6.66% +9.09%
90% offered a hourly rate of more than £13.00 £12.35 £13.00
10% offered a hourly rate of more than £47.50 £47.83 £50.00
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

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 31 May 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 31 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
England -31 107 £413 -13.15% 23
London +4 38 £450 -4.00% 11
North West -7 22 £413 -20.67% 3
Cheshire +4 17 £413 -13.15% 2
Chester - 14 £413 - 1
Yorkshire -25 13 £350 -26.31%
North East -52 13 £338 -34.46%
Tyne and Wear -50 11 £350 -30.69%
Newcastle upon Tyne -59 11 £350 -30.69%
City of London +44 10 £450 +12.50% 1
South Yorkshire -6 9 £350 -27.08%
Sheffield -22 9 £350 -25.33%
Scotland -11 8 £500 +33.33% 2
Edinburgh - 8 £500 - 1
East of England +8 7 £350 +13.36% 2
Hertfordshire +10 6 £331 +7.72% 1
West Midlands -22 5 £375 +7.14% 3
East Midlands - 5 £375 -
Lancashire +1 4 - -
Northamptonshire - 4 - -
South West -12 3 £475 +52.00% 1
Preston - 3 - -
Northampton - 3 - -
Welwyn Garden City +5 2 £274 -11.33%
South East -26 2 - - 3
Coventry - 2 - -
Swindon +1 1 £475 +11.76%
Bristol -5 1 £400 - 1
Wiltshire -6 1 £475 +58.33%
Dorset -11 1 £750 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 31 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 with a requirement for Dimensional Modelling.

1 156 (77.61%) SQL
1 156 (77.61%) Business Intelligence
2 132 (65.67%) ETL
3 121 (60.20%) Data Warehouse
4 116 (57.71%) SQL Server
5 80 (39.80%) Data Modelling
5 80 (39.80%) Kimball Methodology
6 79 (39.30%) SQL Server Analysis Services
7 68 (33.83%) Microsoft
8 67 (33.33%) SQL Server Integration Services
9 66 (32.84%) Oracle
10 64 (31.84%) SQL Server Reporting Services
11 56 (27.86%) T-SQL
12 54 (26.87%) OLAP
13 44 (21.89%) OLAP Cube
14 40 (19.90%) Analytics
14 40 (19.90%) SQL Server 2008
14 40 (19.90%) Finance
15 39 (19.40%) PL/SQL
16 38 (18.91%) Oracle Database
17 37 (18.41%) Data Quality
17 37 (18.41%) Informatica
18 35 (17.41%) Agile Software Development
19 32 (15.92%) Oracle Database 11g
20 30 (14.93%) ERwin
21 29 (14.43%) Relational Database
22 28 (13.93%) Continuous Integration
23 27 (13.43%) Big Data
24 26 (12.94%) MS Excel
25 22 (10.95%) Data Management

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 13 (6.47%) SharePoint
2 12 (5.97%) SAS
3 2 (1.00%) Apache
3 2 (1.00%) Apache Pig
3 2 (1.00%) Node.js
3 2 (1.00%) SharePoint 2010
4 1 (0.50%) SharePoint 2013
Applications
1 26 (12.94%) MS Excel
2 4 (1.99%) MS Office
3 3 (1.49%) MS PowerPoint
4 1 (0.50%) SPSS
Business Applications
1 2 (1.00%) Maximo
2 1 (0.50%) Dynamics AX
Cloud Services
1 4 (1.99%) SaaS
2 3 (1.49%) Microsoft Azure
3 2 (1.00%) Google Cloud Platform
4 1 (0.50%) Amazon AWS
4 1 (0.50%) Cloud Computing
Communications & Networking
1 7 (3.48%) Network Security
Database & Business Intelligence
1 121 (60.20%) Data Warehouse
2 116 (57.71%) SQL Server
3 79 (39.30%) SQL Server Analysis Services
4 67 (33.33%) SQL Server Integration Services
5 64 (31.84%) SQL Server Reporting Services
6 54 (26.87%) OLAP
7 44 (21.89%) OLAP Cube
8 40 (19.90%) SQL Server 2008
9 38 (18.91%) Oracle Database
10 32 (15.92%) Oracle Database 11g
11 29 (14.43%) Relational Database
12 27 (13.43%) Big Data
13 22 (10.95%) SQL Server 2012
14 20 (9.95%) BusinessObjects
15 18 (8.96%) Data Mart
16 15 (7.46%) Microsoft Analysis Services
17 14 (6.97%) NoSQL
18 13 (6.47%) QlikView
19 12 (5.97%) Power BI
20 11 (5.47%) DB2
Development Applications
1 30 (14.93%) ERwin
2 18 (8.96%) Jenkins
3 16 (7.96%) Talend Open Studio
4 6 (2.99%) PowerDesigner
5 5 (2.49%) Team Foundation Server
6 4 (1.99%) SQL Server Management Studio (SSMS)
7 2 (1.00%) Visual Studio
7 2 (1.00%) VSS/SourceSafe
8 1 (0.50%) Atlassian Bamboo
8 1 (0.50%) JIRA
8 1 (0.50%) Toad
General
1 40 (19.90%) Finance
2 21 (10.45%) Banking
3 9 (4.48%) Investment Banking
4 5 (2.49%) Retail
5 4 (1.99%) Pharmaceutical
6 3 (1.49%) Front Office
6 3 (1.49%) Legal
6 3 (1.49%) Telecoms
7 2 (1.00%) Advertising
7 2 (1.00%) Law
7 2 (1.00%) Manufacturing
7 2 (1.00%) Publishing
7 2 (1.00%) Retail Banking
8 1 (0.50%) Local Government
Job Titles
1 115 (57.21%) Developer
2 46 (22.89%) Business Intelligence Developer
3 38 (18.91%) SQL Developer
4 28 (13.93%) Analyst
5 22 (10.95%) Tester
6 20 (9.95%) Architect
6 20 (9.95%) Data Warehouse Developer
7 18 (8.96%) Business Developer
7 18 (8.96%) SQL BI Developer
8 16 (7.96%) Data Architect
8 16 (7.96%) ETL Developer
9 15 (7.46%) ETL Tester
9 15 (7.46%) SSIS Developer
10 14 (6.97%) Data Analyst
11 13 (6.47%) SSRS Developer
12 12 (5.97%) Consultant
12 12 (5.97%) Data Mart Developer
13 11 (5.47%) SSAS Developer
14 10 (4.98%) Oracle Developer
14 10 (4.98%) Senior Developer
Libraries, Frameworks & Software Standards
1 14 (6.97%) MDX
2 7 (3.48%) .NET
3 3 (1.49%) .NET Framework
3 3 (1.49%) JSON
3 3 (1.49%) Web Services
4 2 (1.00%) REST
4 2 (1.00%) XML
4 2 (1.00%) XSD
4 2 (1.00%) XSLT
5 1 (0.50%) Akka
5 1 (0.50%) ASP.NET
5 1 (0.50%) FIX Protocol
5 1 (0.50%) FpML
5 1 (0.50%) ODBC
Miscellaneous
1 14 (6.97%) Visualisation
2 12 (5.97%) Data Integration
2 12 (5.97%) NHS
3 10 (4.98%) Analytical Skills
4 7 (3.48%) Digital Media
5 6 (2.99%) Data Extraction
5 6 (2.99%) Data Structures
6 4 (1.99%) Credit Risk
6 4 (1.99%) Management Information System
6 4 (1.99%) Statistics
7 2 (1.00%) Computer Science
7 2 (1.00%) Enterprise Software
7 2 (1.00%) Minimum Viable Product
7 2 (1.00%) Mobile App
7 2 (1.00%) Reference Data
8 1 (0.50%) Algorithms
8 1 (0.50%) Data Conversion
8 1 (0.50%) Data Protection Act
8 1 (0.50%) Fixed Income
8 1 (0.50%) Replication
Operating Systems
1 20 (9.95%) Linux
2 3 (1.49%) Unix
3 1 (0.50%) Windows
Processes & Methodologies
1 156 (77.61%) Business Intelligence
2 132 (65.67%) ETL
3 80 (39.80%) Data Modelling
3 80 (39.80%) Kimball Methodology
4 40 (19.90%) Analytics
5 35 (17.41%) Agile Software Development
6 28 (13.93%) Continuous Integration
7 22 (10.95%) Data Management
8 21 (10.45%) Data Analysis
9 18 (8.96%) E-Commerce
10 17 (8.46%) Data Architecture
10 17 (8.46%) Migration
11 16 (7.96%) Data Governance
11 16 (7.96%) SDLC
12 14 (6.97%) Software Testing
13 13 (6.47%) ETL Development
13 13 (6.47%) Performance Tuning
14 11 (5.47%) Physical Data Model
15 10 (4.98%) Logical Data Model
15 10 (4.98%) Master Data Management
Programming Languages
1 156 (77.61%) SQL
2 56 (27.86%) T-SQL
3 39 (19.40%) PL/SQL
4 18 (8.96%) Java
5 11 (5.47%) JavaScript
6 10 (4.98%) Python
6 10 (4.98%) R
7 9 (4.48%) C++
8 7 (3.48%) PHP
9 5 (2.49%) C#
9 5 (2.49%) Data Analysis Expressions (DAX)
9 5 (2.49%) VB
10 2 (1.00%) VB.NET
11 1 (0.50%) C
11 1 (0.50%) PowerShell
11 1 (0.50%) Shell Script
11 1 (0.50%) VBA
Qualifications
1 15 (7.46%) ISEB
2 13 (6.47%) Degree
3 7 (3.48%) Security Cleared
4 5 (2.49%) SAP Certification
5 4 (1.99%) BPSS Clearance
5 4 (1.99%) SAS Certification
6 3 (1.49%) SC Cleared
7 1 (0.50%) BC Cleared
7 1 (0.50%) ISTQB
7 1 (0.50%) MCSE
7 1 (0.50%) Microsoft Certification
7 1 (0.50%) PhD
Quality Assurance & Compliance
1 37 (18.41%) Data Quality
2 7 (3.48%) QA
3 4 (1.99%) Disclosure Scotland
4 3 (1.49%) Solvency II
5 2 (1.00%) GCP
6 1 (0.50%) Basel II
6 1 (0.50%) Sarbanes-Oxley
Vendors
1 68 (33.83%) Microsoft
2 66 (32.84%) Oracle
3 37 (18.41%) Informatica
4 21 (10.45%) Teradata
5 19 (9.45%) Vertica
6 16 (7.96%) SAP
6 16 (7.96%) Talend
7 12 (5.97%) Sybase
8 11 (5.47%) Cognos
9 9 (4.48%) Tableau
10 8 (3.98%) Netezza
11 5 (2.49%) IBM
12 2 (1.00%) Alteryx
12 2 (1.00%) Cloudera
12 2 (1.00%) CODA
12 2 (1.00%) Concur
12 2 (1.00%) Google
12 2 (1.00%) Hortonworks
12 2 (1.00%) Maconomy
12 2 (1.00%) ServiceNow
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