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 27 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
27 May 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 516 472 479
Rank change year-on-year
-44 +7
Contract jobs citing Dimensional Modelling 113 134 118
As % of all contract IT jobs located in England 0.23% 0.27% 0.25%
As % of the Processes & Methodologies category 0.27% 0.34% 0.31%
Number of daily rates quoted 87 105 77
Median daily rate £413 £466 £430
Median daily rate % change year-on-year
-11.52% +8.43%
90% offered a daily rate of more than £325 £338 £350
10% offered a daily rate of more than £533 £550 £635
UK excluding London median daily rate £375 £435 £415
% change year-on-year
-13.79% +4.81%
Number of hourly rates quoted 3 0 0
Median hourly rate £20.50 - -
UK excluding London median hourly rate £20.50 - -
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
41115 39220 37496
As % of all contract IT jobs located in England 82.13% 79.37% 78.06%
Number of daily rates quoted 27556 25280 24056
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £570
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 923 1120 1132
Median hourly rate £27.50 £28.69 £28.50
Median hourly rate % change year-on-year
-4.14% +0.66%
90% offered a hourly rate of more than £12.75 £12.00 £12.50
10% offered a hourly rate of more than £47.50 £47.83 £47.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 27 May 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 27 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
London -12 40 £450 -5.26% 11
North West -5 21 £413 -20.67% 5
Yorkshire -18 13 £350 -20.90%
North East -50 13 £338 -33.82%
East of England +9 7 £350 +12.90% 2
South East -15 6 £375 -25.00% 5
West Midlands -15 5 £375 +7.14% 2
East Midlands - 5 £375 -
South West -11 3 £475 +52.00% 1
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 27 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 across the England region with a requirement for Dimensional Modelling.

1 152 (80.00%) Business Intelligence
2 150 (78.95%) SQL
3 124 (65.26%) ETL
4 115 (60.53%) Data Warehouse
5 113 (59.47%) SQL Server
6 79 (41.58%) Kimball Methodology
7 77 (40.53%) SQL Server Analysis Services
8 73 (38.42%) Data Modelling
9 67 (35.26%) Microsoft
10 66 (34.74%) Oracle
11 65 (34.21%) SQL Server Integration Services
12 63 (33.16%) SQL Server Reporting Services
13 52 (27.37%) OLAP
13 52 (27.37%) T-SQL
14 43 (22.63%) OLAP Cube
15 39 (20.53%) PL/SQL
16 38 (20.00%) Oracle Database
17 37 (19.47%) Informatica
17 37 (19.47%) SQL Server 2008
18 36 (18.95%) Agile Software Development
18 36 (18.95%) Data Quality
19 34 (17.89%) Finance
20 33 (17.37%) Analytics
21 31 (16.32%) Oracle Database 11g
22 29 (15.26%) ERwin
23 27 (14.21%) MS Excel
23 27 (14.21%) Continuous Integration
23 27 (14.21%) Relational Database
24 24 (12.63%) SQL Server 2012
24 24 (12.63%) Big Data

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 14 (7.37%) SharePoint
2 11 (5.79%) SAS
3 3 (1.58%) SharePoint 2010
4 2 (1.05%) Node.js
4 2 (1.05%) SharePoint 2013
5 1 (0.53%) Apache
5 1 (0.53%) Apache Pig
Applications
1 27 (14.21%) MS Excel
2 4 (2.11%) MS Office
3 3 (1.58%) MS PowerPoint
4 1 (0.53%) SPSS
Business Applications
1 2 (1.05%) Maximo
2 1 (0.53%) Dynamics AX
2 1 (0.53%) Oracle EBS
2 1 (0.53%) Oracle EBS R12
Cloud Services
1 4 (2.11%) SaaS
2 3 (1.58%) Microsoft Azure
3 2 (1.05%) Google Cloud Platform
4 1 (0.53%) Amazon AWS
4 1 (0.53%) Cloud Computing
Communications & Networking
1 7 (3.68%) Network Security
Database & Business Intelligence
1 115 (60.53%) Data Warehouse
2 113 (59.47%) SQL Server
3 77 (40.53%) SQL Server Analysis Services
4 65 (34.21%) SQL Server Integration Services
5 63 (33.16%) SQL Server Reporting Services
6 52 (27.37%) OLAP
7 43 (22.63%) OLAP Cube
8 38 (20.00%) Oracle Database
9 37 (19.47%) SQL Server 2008
10 31 (16.32%) Oracle Database 11g
11 27 (14.21%) Relational Database
12 24 (12.63%) Big Data
12 24 (12.63%) SQL Server 2012
13 20 (10.53%) BusinessObjects
14 18 (9.47%) Data Mart
15 15 (7.89%) Microsoft Analysis Services
16 13 (6.84%) NoSQL
16 13 (6.84%) QlikView
17 12 (6.32%) Power BI
18 11 (5.79%) DB2
Development Applications
1 29 (15.26%) ERwin
2 17 (8.95%) Jenkins
3 16 (8.42%) Talend Open Studio
4 6 (3.16%) PowerDesigner
5 5 (2.63%) Team Foundation Server
6 4 (2.11%) SQL Server Management Studio (SSMS)
7 2 (1.05%) Toad
7 2 (1.05%) Visual Studio
7 2 (1.05%) VSS/SourceSafe
8 1 (0.53%) Atlassian Bamboo
8 1 (0.53%) JIRA
General
1 34 (17.89%) Finance
2 20 (10.53%) Banking
3 9 (4.74%) Investment Banking
4 5 (2.63%) Retail
5 4 (2.11%) Pharmaceutical
6 3 (1.58%) Advertising
6 3 (1.58%) Front Office
6 3 (1.58%) Legal
6 3 (1.58%) Telecoms
7 2 (1.05%) Manufacturing
7 2 (1.05%) Publishing
7 2 (1.05%) Retail Banking
8 1 (0.53%) Local Government
Job Titles
1 114 (60.00%) Developer
2 44 (23.16%) Business Intelligence Developer
3 35 (18.42%) SQL Developer
4 25 (13.16%) Analyst
5 21 (11.05%) Tester
6 20 (10.53%) Data Warehouse Developer
7 19 (10.00%) Business Developer
8 16 (8.42%) ETL Developer
9 15 (7.89%) Architect
9 15 (7.89%) SQL BI Developer
10 14 (7.37%) ETL Tester
11 12 (6.32%) Consultant
11 12 (6.32%) Data Analyst
11 12 (6.32%) Data Mart Developer
11 12 (6.32%) SSIS Developer
11 12 (6.32%) SSRS Developer
12 11 (5.79%) Data Architect
12 11 (5.79%) SSAS Developer
13 10 (5.26%) Oracle Developer
13 10 (5.26%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (7.89%) MDX
2 8 (4.21%) .NET
3 3 (1.58%) .NET Framework
3 3 (1.58%) JSON
3 3 (1.58%) Web Services
4 2 (1.05%) REST
4 2 (1.05%) XML
4 2 (1.05%) XSD
4 2 (1.05%) XSLT
5 1 (0.53%) Akka
5 1 (0.53%) ASP.NET
5 1 (0.53%) FIX Protocol
5 1 (0.53%) FpML
5 1 (0.53%) ODBC
Miscellaneous
1 12 (6.32%) Data Integration
1 12 (6.32%) NHS
1 12 (6.32%) Visualisation
2 9 (4.74%) Analytical Skills
3 7 (3.68%) Digital Media
4 6 (3.16%) Data Structures
5 5 (2.63%) Data Extraction
6 4 (2.11%) Management Information System
7 3 (1.58%) Credit Risk
7 3 (1.58%) Reference Data
8 2 (1.05%) Computer Science
8 2 (1.05%) Enterprise Software
8 2 (1.05%) Minimum Viable Product
8 2 (1.05%) Mobile App
8 2 (1.05%) Statistics
9 1 (0.53%) Algorithms
9 1 (0.53%) Data Conversion
9 1 (0.53%) Data Protection Act
9 1 (0.53%) Fixed Income
9 1 (0.53%) Replication
Operating Systems
1 19 (10.00%) Linux
2 4 (2.11%) Unix
3 2 (1.05%) Windows
4 1 (0.53%) Windows Server
4 1 (0.53%) Windows Server 2012
Processes & Methodologies
1 152 (80.00%) Business Intelligence
2 124 (65.26%) ETL
3 79 (41.58%) Kimball Methodology
4 73 (38.42%) Data Modelling
5 36 (18.95%) Agile Software Development
6 33 (17.37%) Analytics
7 27 (14.21%) Continuous Integration
8 22 (11.58%) Data Management
9 20 (10.53%) Data Analysis
10 17 (8.95%) E-Commerce
11 16 (8.42%) Data Governance
11 16 (8.42%) SDLC
12 13 (6.84%) Migration
13 12 (6.32%) Physical Data Model
13 12 (6.32%) Software Testing
14 11 (5.79%) ETL Development
14 11 (5.79%) Logical Data Model
14 11 (5.79%) Performance Tuning
15 10 (5.26%) Data Architecture
15 10 (5.26%) Master Data Management
Programming Languages
1 150 (78.95%) SQL
2 52 (27.37%) T-SQL
3 39 (20.53%) PL/SQL
4 17 (8.95%) Java
5 11 (5.79%) JavaScript
6 9 (4.74%) C++
6 9 (4.74%) Python
6 9 (4.74%) R
7 7 (3.68%) PHP
8 5 (2.63%) C#
8 5 (2.63%) Data Analysis Expressions (DAX)
8 5 (2.63%) VB
9 2 (1.05%) VB.NET
10 1 (0.53%) C
10 1 (0.53%) PowerShell
10 1 (0.53%) Shell Script
10 1 (0.53%) VBA
Qualifications
1 14 (7.37%) Degree
1 14 (7.37%) ISEB
2 6 (3.16%) Security Cleared
3 5 (2.63%) SAP Certification
4 4 (2.11%) BPSS Clearance
4 4 (2.11%) SAS Certification
5 3 (1.58%) SC Cleared
6 2 (1.05%) Microsoft Certification
7 1 (0.53%) BC Cleared
7 1 (0.53%) ISTQB
7 1 (0.53%) MCSE
Quality Assurance & Compliance
1 36 (18.95%) Data Quality
2 7 (3.68%) QA
3 4 (2.11%) Disclosure Scotland
4 2 (1.05%) GCP
4 2 (1.05%) Solvency II
5 1 (0.53%) Basel II
5 1 (0.53%) Sarbanes-Oxley
Vendors
1 67 (35.26%) Microsoft
2 66 (34.74%) Oracle
3 37 (19.47%) Informatica
4 18 (9.47%) Vertica
5 16 (8.42%) SAP
5 16 (8.42%) Talend
5 16 (8.42%) Teradata
6 12 (6.32%) Sybase
7 11 (5.79%) Cognos
8 9 (4.74%) Tableau
9 8 (4.21%) Netezza
10 5 (2.63%) IBM
11 2 (1.05%) CODA
11 2 (1.05%) Concur
11 2 (1.05%) Google
11 2 (1.05%) Maconomy
11 2 (1.05%) ServiceNow
12 1 (0.53%) Cloudera
12 1 (0.53%) Hortonworks
12 1 (0.53%) RedGate
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