The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised across the UK. Included is a guide to the average contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 9 February 2016 with a comparison to the same period in 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.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 555 495 457
Rank change year-on-year
-60 -38
Contract jobs citing Dimensional Modelling 69 121 129
As % of all contract IT jobs located in the UK 0.13% 0.23% 0.26%
As % of the Processes & Methodologies category 0.16% 0.30% 0.34%
Number of daily rates quoted 43 79 77
Average daily rate £438 £423 £400
Average daily rate % change year-on-year
+3.55% +5.62%
90% offered a daily rate of more than £375 £312 £295
10% offered a daily rate of more than £550 £524 £520
UK excluding London average daily rate £450 £400 £405
% change year-on-year
+12.50% -1.23%
Number of hourly rates quoted 0 4 1
Average hourly rate - £67.00 £33.00
Average hourly rate % change year-on-year
- +103.03%
UK excluding London average hourly rate - £67.00 £33.00
% change year-on-year
- +103.03%

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
41848 40077 37882
As % of all contract IT jobs located in the UK 81.28% 77.58% 76.54%
Number of daily rates quoted 27401 25574 22963
Average daily rate £425 £420 £400
Average daily rate % change year-on-year
+1.19% +5.00%
90% offered a daily rate of more than £300 £280 £270
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1200 1065 1153
Average hourly rate £39.34 £26.00 £27.50
Average hourly rate % change year-on-year
+51.30% -5.45%
90% offered a hourly rate of more than £13.00 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.25 £52.50
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Dimensional Modelling
Jobs Demand Trend

This chart provides the 3-month moving total of IT contractor jobs citing Dimensional Modelling within the UK as a proportion of the total demand within 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 9 February 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 average contractor rates quoted in IT jobs citing Dimensional Modelling within the UK over the 3 months to 9 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -63 68 £438 -2.77% 39
London -16 26 £425 -6.33% 18
South East -1 15 £491 +58.46% 8
West Midlands -8 8 £375 -6.25% 3
Berkshire +4 7 £438 +45.83%
South West +2 7 £475 +20.25% 1
Hampshire - 6 £550 - 3
Gloucestershire +15 5 £475 +18.75%
East Midlands - 5 £450 - 3
Northampton - 4 £450 - 1
Northamptonshire - 4 £450 - 2
City of London +36 3 £438 -6.91% 2
North West -25 3 - - 3
Basingstoke - 3 £533 -
Oxfordshire +7 2 £450 - 4
Oxford +2 2 £450 - 1
Bristol +1 2 £425 +7.59% 1
Manchester -17 2 - -
Gloucester - 2 £470 -
Slough - 2 £438 -
Buckinghamshire +12 1 £400 -5.88%
Warwickshire +2 1 £438 -2.77%
Midlands +1 1 £325 -
Birmingham -3 1 £375 +2.04% 1
Yorkshire -20 1 £413 -14.28%
Milton Keynes - 1 £400 -
Warrington - 1 - -
Cheltenham - 1 £475 -
Newbury - 1 - -
Reading - 1 - -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 9 February 2016, IT contractor jobs within the UK citing Dimensional Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Dimensional Modelling.

1 163 (75.81%) SQL
1 163 (75.81%) Data Warehouse
2 156 (72.56%) Business Intelligence
3 125 (58.14%) ETL
4 115 (53.49%) SQL Server
5 96 (44.65%) Kimball Methodology
6 94 (43.72%) Data Modelling
6 94 (43.72%) SQL Server Integration Services
7 81 (37.67%) Oracle
8 76 (35.35%) SQL Server Reporting Services
9 68 (31.63%) T-SQL
10 67 (31.16%) Microsoft
11 66 (30.70%) SQL Server Analysis Services
12 65 (30.23%) Finance
13 64 (29.77%) BusinessObjects
14 50 (23.26%) PL/SQL
15 43 (20.00%) Unix
16 41 (19.07%) OLAP
17 34 (15.81%) Data Analysis
18 33 (15.35%) Oracle Database
18 33 (15.35%) SQL Server 2008
19 32 (14.88%) Agile Software Development
19 32 (14.88%) BusinessObjects Web Intelligence
20 31 (14.42%) SAP
21 29 (13.49%) BusinessObjects XI
22 28 (13.02%) SQL Server 2012
23 27 (12.56%) Data Quality
23 27 (12.56%) OLAP Cube
23 27 (12.56%) MS Excel
24 26 (12.09%) Shell Script

Dimensional Modelling
Top Related IT Skills by Category

For the 6 months to 9 February 2016, IT contractor jobs within the UK citing Dimensional Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Dimensional Modelling. Up to 20 skills are shown per category.

Application Platforms
1 24 (11.16%) SAS
2 15 (6.98%) SharePoint
3 3 (1.40%) Apache
3 3 (1.40%) Apache Pig
4 2 (0.93%) SharePoint 2010
4 2 (0.93%) SharePoint 2013
5 1 (0.47%) Oracle Application Server
5 1 (0.47%) Oracle Workflow
5 1 (0.47%) WebLogic
Applications
1 27 (12.56%) MS Excel
2 10 (4.65%) MS Visio
3 8 (3.72%) MS Office
4 2 (0.93%) MS PowerPoint
Business Applications
1 12 (5.58%) Dynamics CRM
2 2 (0.93%) Oracle EBS
2 2 (0.93%) Oracle EBS R12
3 1 (0.47%) Cognos Business Intelligence
3 1 (0.47%) Oracle BPM
3 1 (0.47%) SAP Oil and Gas
Cloud Services
1 1 (0.47%) Google Analytics
1 1 (0.47%) Microsoft Azure
Communications & Networking
1 3 (1.40%) Radio Access Network
2 1 (0.47%) 2G
2 1 (0.47%) 3G
2 1 (0.47%) 4G
2 1 (0.47%) DHCP
2 1 (0.47%) DNS
2 1 (0.47%) Internet
2 1 (0.47%) LDAP
2 1 (0.47%) LTE
2 1 (0.47%) SNMP
2 1 (0.47%) Telnet
Database & Business Intelligence
1 163 (75.81%) Data Warehouse
2 115 (53.49%) SQL Server
3 94 (43.72%) SQL Server Integration Services
4 76 (35.35%) SQL Server Reporting Services
5 66 (30.70%) SQL Server Analysis Services
6 64 (29.77%) BusinessObjects
7 41 (19.07%) OLAP
8 33 (15.35%) Oracle Database
8 33 (15.35%) SQL Server 2008
9 32 (14.88%) BusinessObjects Web Intelligence
10 29 (13.49%) BusinessObjects XI
11 28 (13.02%) SQL Server 2012
12 27 (12.56%) OLAP Cube
13 24 (11.16%) Oracle Database 11g
14 23 (10.70%) Relational Database
15 22 (10.23%) Oracle Reports
16 19 (8.84%) SAP Data Services
17 18 (8.37%) Oracle BI EE
18 17 (7.91%) OLTP
19 13 (6.05%) SQL Server 2005
Development Applications
1 18 (8.37%) Team Foundation Server
2 13 (6.05%) ERwin
3 12 (5.58%) Visual Studio
4 11 (5.12%) SQL Server Management Studio (SSMS)
5 6 (2.79%) PowerDesigner
6 4 (1.86%) Oracle Forms
7 3 (1.40%) Talend Open Studio
7 3 (1.40%) Toad
7 3 (1.40%) VSS/SourceSafe
8 1 (0.47%) Mercurial
8 1 (0.47%) Subversion
General
1 65 (30.23%) Finance
2 26 (12.09%) Banking
3 14 (6.51%) Retail
4 9 (4.19%) Investment Banking
4 9 (4.19%) Telecoms
5 8 (3.72%) Advertising
6 7 (3.26%) Publishing
7 6 (2.79%) Financial Institution
8 4 (1.86%) Legal
9 3 (1.40%) Retail Banking
10 2 (0.93%) Marketing
10 2 (0.93%) Pharmaceutical
11 1 (0.47%) Electronics
11 1 (0.47%) International Banking
11 1 (0.47%) Manufacturing
Job Titles
1 139 (64.65%) Developer
2 64 (29.77%) Business Intelligence Developer
3 35 (16.28%) SQL Developer
4 28 (13.02%) Oracle Developer
5 27 (12.56%) Analyst
6 26 (12.09%) Business Developer
7 25 (11.63%) Consultant
7 25 (11.63%) ETL Developer
8 20 (9.30%) Data Warehouse Developer
9 19 (8.84%) Business Intelligence Consultant
10 18 (8.37%) Architect
11 14 (6.51%) Business Analyst
11 14 (6.51%) Business Intelligence Analyst
11 14 (6.51%) Data Architect
11 14 (6.51%) SQL BI Developer
12 13 (6.05%) DBA
13 11 (5.12%) Business Intelligence Business Analyst
13 11 (5.12%) Data Modeller
13 11 (5.12%) Oracle BI Developer
14 10 (4.65%) SQL DBA
Libraries, Frameworks & Software Standards
1 15 (6.98%) MDX
2 14 (6.51%) .NET
3 12 (5.58%) SAP XI
4 8 (3.72%) ASP.NET
5 4 (1.86%) ASP.NET MVC
6 3 (1.40%) XML
7 2 (0.93%) .NET Framework
8 1 (0.47%) JMS
8 1 (0.47%) JSON
8 1 (0.47%) Middleware
8 1 (0.47%) Oracle Fusion
8 1 (0.47%) Web Services
8 1 (0.47%) XML Schema
8 1 (0.47%) XSD
8 1 (0.47%) XSLT
Miscellaneous
1 21 (9.77%) Analytical Skills
2 10 (4.65%) Data Extraction
3 9 (4.19%) NHS
4 7 (3.26%) Data Integration
4 7 (3.26%) Data Structures
5 6 (2.79%) Statistics
5 6 (2.79%) Visualisation
6 5 (2.33%) Reference Data
7 3 (1.40%) Data Protection Act
7 3 (1.40%) Management Information System
8 2 (0.93%) Algorithms
8 2 (0.93%) Computer Science
9 1 (0.47%) Clustering
9 1 (0.47%) Credit Risk
9 1 (0.47%) Fat Client
9 1 (0.47%) Reinsurance
9 1 (0.47%) Replication
9 1 (0.47%) Thin Client
9 1 (0.47%) W3C
Operating Systems
1 43 (20.00%) Unix
2 19 (8.84%) Linux
3 13 (6.05%) Windows
4 1 (0.47%) Apple iOS
4 1 (0.47%) Windows Server
4 1 (0.47%) Windows Server 2012
Processes & Methodologies
1 156 (72.56%) Business Intelligence
2 125 (58.14%) ETL
3 96 (44.65%) Kimball Methodology
4 94 (43.72%) Data Modelling
5 34 (15.81%) Data Analysis
6 32 (14.88%) Agile Software Development
7 25 (11.63%) Analytics
8 23 (10.70%) ETL Development
9 20 (9.30%) Logical Data Model
10 18 (8.37%) Data Governance
10 18 (8.37%) Physical Data Model
11 17 (7.91%) Performance Tuning
12 15 (6.98%) CRM
12 15 (6.98%) Migration
13 14 (6.51%) Data Architecture
13 14 (6.51%) Project Management
14 13 (6.05%) Continuous Improvement
14 13 (6.05%) Data Migration
14 13 (6.05%) SQL Optimisation
15 11 (5.12%) Performance Analysis
Programming Languages
1 163 (75.81%) SQL
2 68 (31.63%) T-SQL
3 50 (23.26%) PL/SQL
4 26 (12.09%) Shell Script
5 14 (6.51%) C#
6 13 (6.05%) PowerShell
7 11 (5.12%) C++
8 10 (4.65%) VB.NET
9 7 (3.26%) Perl
9 7 (3.26%) VBA
10 4 (1.86%) Data Analysis Expressions (DAX)
11 3 (1.40%) R
12 2 (0.93%) Java
12 2 (0.93%) JavaScript
13 1 (0.47%) Bash Shell
13 1 (0.47%) C
13 1 (0.47%) Python
13 1 (0.47%) XPath
Qualifications
1 18 (8.37%) Security Cleared
2 13 (6.05%) SC Cleared
3 10 (4.65%) Degree
4 5 (2.33%) SAP Certification
5 3 (1.40%) ISEB
6 2 (0.93%) HNC
6 2 (0.93%) HND
7 1 (0.47%) BPSS Clearance
7 1 (0.47%) DV Cleared
7 1 (0.47%) Microsoft Certification
7 1 (0.47%) PhD
Quality Assurance & Compliance
1 27 (12.56%) Data Quality
2 4 (1.86%) Disclosure Scotland
3 3 (1.40%) Basel II
3 3 (1.40%) Sarbanes-Oxley
4 2 (0.93%) QA
4 2 (0.93%) Solvency II
System Software
1 8 (3.72%) Active Directory
2 1 (0.47%) Oracle RAC
Systems Management
1 2 (0.93%) Systems Management Server (SMS)
2 1 (0.47%) Control-M
2 1 (0.47%) Data Guard
2 1 (0.47%) Oracle Enterprise Manager
2 1 (0.47%) Oracle Flashback
2 1 (0.47%) Oracle RMAN
Vendors
1 81 (37.67%) Oracle
2 67 (31.16%) Microsoft
3 31 (14.42%) SAP
4 25 (11.63%) Teradata
5 19 (8.84%) Informatica
6 18 (8.37%) Tableau
7 13 (6.05%) Cognos
8 10 (4.65%) IBM
9 4 (1.86%) MicroStrategy
10 3 (1.40%) Cloudera
10 3 (1.40%) Greenplum
10 3 (1.40%) Hortonworks
10 3 (1.40%) Talend
11 1 (0.47%) Ericsson
11 1 (0.47%) Google
11 1 (0.47%) Guidewire
11 1 (0.47%) Huawei
11 1 (0.47%) Nokia Solutions and Networks
11 1 (0.47%) Nortel
11 1 (0.47%) TARGIT
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