Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Berkshire with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Dimensional Modelling
South East > Berkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 162 163 168
Rank change year-on-year +1 +5 +9
Contract jobs citing Dimensional Modelling 7 4 10
As % of all contract IT jobs advertised in Berkshire 0.17% 0.093% 0.20%
As % of the Processes & Methodologies category 0.20% 0.11% 0.26%
Number of daily rates quoted 4 2 2
Berkshire median daily rate £406 £406 £334
Median daily rate % change year-on-year - +21.72% +7.66%
10th Percentile £317 £333 £315
90th Percentile £493 £474 £350
South East median daily rate £463 £438 £431
% change year-on-year +5.71% +1.45% +29.21%
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate - - -

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3436 3502 3914
As % of all contract IT jobs advertised in Berkshire 83.60% 81.39% 78.41%
Number of daily rates quoted 1791 1883 2160
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +5.96%
10th Percentile £263 £250 £227
90th Percentile £588 £575 £550
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 108 133 179
Berkshire median hourly rate £14.50 £17.50 £30.00
Median hourly rate % change year-on-year -17.14% -41.67% +74.83%
10th Percentile £11.25 £11.30 £13.40
90th Percentile £39.58 £48.50 £44.00
South East median hourly rate £23.00 £26.75 £26.60
% change year-on-year -14.02% +0.56% +52.00%

Dimensional Modelling
Job Vacancy Trend in Berkshire

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Dimensional Modelling in Berkshire

Dimensional Modelling
Contractor Daily Rate Trend in Berkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Dimensional Modelling in Berkshire.

Contractor daily rate trend for Dimensional Modelling in Berkshire

Dimensional Modelling
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Dimensional Modelling in Berkshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Dimensional Modelling in Berkshire

Dimensional Modelling
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +10 5 £406 +20.37%
Bracknell - 2 - -
Dimensional Modelling
South East

For the 6 months to 23 November 2017, 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 Berkshire region with a requirement for Dimensional Modelling.

1 7 (100.00%) Data Warehouse
2 5 (71.43%) SQL
2 5 (71.43%) SQL Server
2 5 (71.43%) SQL Server Reporting Services
2 5 (71.43%) SQL Server Integration Services
3 4 (57.14%) Agile Software Development
3 4 (57.14%) Data Modelling
3 4 (57.14%) ETL
3 4 (57.14%) Business Intelligence
4 3 (42.86%) Data Analysis
5 2 (28.57%) SQL Server 2012
5 2 (28.57%) Kimball Methodology
5 2 (28.57%) Wealth Management
5 2 (28.57%) Finance
5 2 (28.57%) Migration
5 2 (28.57%) Scrum
5 2 (28.57%) OLAP
5 2 (28.57%) T-SQL
5 2 (28.57%) BusinessObjects
5 2 (28.57%) Analytical Skills
5 2 (28.57%) C#
6 1 (14.29%) OLAP Cube
6 1 (14.29%) Logical Data Model
6 1 (14.29%) Power BI
6 1 (14.29%) SQL Server 2014
6 1 (14.29%) Data Lake
6 1 (14.29%) BusinessObjects Business Intelligence
6 1 (14.29%) Scorecard
6 1 (14.29%) Acceptance Criteria
6 1 (14.29%) ISEB

Dimensional Modelling
Co-occurring IT Skills in Berkshire 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 1 (14.29%) SharePoint
Cloud Services
1 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 5 (71.43%) SQL Server
2 5 (71.43%) SQL Server Integration Services
2 5 (71.43%) SQL Server Reporting Services
3 2 (28.57%) BusinessObjects
3 2 (28.57%) OLAP
3 2 (28.57%) SQL Server 2012
4 1 (14.29%) Big Data
4 1 (14.29%) BusinessObjects Business Intelligence
4 1 (14.29%) Data Lake
4 1 (14.29%) Microsoft Analysis Services
4 1 (14.29%) OLAP Cube
4 1 (14.29%) Oracle Database
4 1 (14.29%) Power BI
4 1 (14.29%) QlikView
4 1 (14.29%) SAP BW
4 1 (14.29%) SQL Server 2008
4 1 (14.29%) SQL Server 2014
4 1 (14.29%) SQL Server Analysis Services
4 1 (14.29%) Star Schema
Development Applications
1 1 (14.29%) ERwin
General
1 2 (28.57%) Finance
2 1 (14.29%) Legal
Job Titles
1 3 (42.86%) Developer
1 3 (42.86%) SQL Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) SQL BI Developer
3 1 (14.29%) Analyst
3 1 (14.29%) Architect
3 1 (14.29%) Business Developer
3 1 (14.29%) Business Intelligence Analyst
3 1 (14.29%) Business Intelligence Business Analyst
3 1 (14.29%) Data Architect
3 1 (14.29%) Data Modeller
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) Designer
3 1 (14.29%) SAP Analyst
3 1 (14.29%) SAP BI Analyst
3 1 (14.29%) SAP Business Analyst
3 1 (14.29%) SQL Server BI Developer
3 1 (14.29%) SQL Server Developer
3 1 (14.29%) SSIS Developer
3 1 (14.29%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (14.29%) .NET
1 1 (14.29%) MDX
Miscellaneous
1 2 (28.57%) Analytical Skills
2 1 (14.29%) CMDB
Processes & Methodologies
1 4 (57.14%) Agile Software Development
1 4 (57.14%) Business Intelligence
1 4 (57.14%) Data Modelling
1 4 (57.14%) ETL
2 3 (42.86%) Data Analysis
3 2 (28.57%) Kimball Methodology
3 2 (28.57%) Migration
3 2 (28.57%) Scrum
3 2 (28.57%) Wealth Management
4 1 (14.29%) Acceptance Criteria
4 1 (14.29%) Analytics
4 1 (14.29%) Coaching
4 1 (14.29%) Continuous Integration
4 1 (14.29%) Logical Data Model
4 1 (14.29%) PRINCE2
4 1 (14.29%) Regression Testing
4 1 (14.29%) Scorecard
4 1 (14.29%) Six Sigma
4 1 (14.29%) Test Automation
4 1 (14.29%) Test Scripting
Programming Languages
1 5 (71.43%) SQL
2 2 (28.57%) C#
2 2 (28.57%) T-SQL
3 1 (14.29%) VB.NET
Qualifications
1 1 (14.29%) Degree
1 1 (14.29%) ISEB
Quality Assurance & Compliance
1 1 (14.29%) QA
Vendors
1 1 (14.29%) Informatica
1 1 (14.29%) Microsoft
1 1 (14.29%) Oracle
1 1 (14.29%) Salesforce.com
1 1 (14.29%) SAP