Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Reading 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 20 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
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 81 99 108
Rank change year-on-year +18 +9 -2
Contract jobs citing Dimensional Modelling 5 2 1
As % of all contract IT jobs advertised in Reading 0.40% 0.14% 0.052%
As % of the Processes & Methodologies category 0.48% 0.17% 0.067%
Number of daily rates quoted 4 1 0
Reading median daily rate £406 £338 -
Median daily rate % change year-on-year +20.37% - -
Berkshire median daily rate £406 £406 £334
% change year-on-year - +21.72% -16.56%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire 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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1041 1164 1492
As % of all contract IT jobs advertised in Reading 82.36% 79.84% 77.55%
Number of daily rates quoted 617 608 926
Reading median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - -
10th Percentile £275 £227 £231
90th Percentile £575 £575 £550
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 41 47 82
Reading median hourly rate £14.50 £22.50 £30.90
Median hourly rate % change year-on-year -35.56% -27.18% +81.02%
10th Percentile £10.75 £14.25 £15.03
90th Percentile £35.00 £55.00 £46.62
Berkshire median hourly rate £14.50 £17.75 £30.45
% change year-on-year -18.31% -41.71% +78.38%

Dimensional Modelling
Job Vacancy Trend in Reading

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

Job vacancy trend for Dimensional Modelling in Reading

Dimensional Modelling
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Dimensional Modelling in Reading

Dimensional Modelling
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Dimensional Modelling in Reading over the 6 months to 20 November 2017.

Contractor daily rate histogram for Dimensional Modelling in Reading

For the 6 months to 20 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 Reading region with a requirement for Dimensional Modelling.

1 5 (100.00%) Data Warehouse
2 4 (80.00%) Business Intelligence
3 3 (60.00%) Data Modelling
3 3 (60.00%) ETL
3 3 (60.00%) SQL
3 3 (60.00%) SQL Server
3 3 (60.00%) SQL Server Integration Services
3 3 (60.00%) SQL Server Reporting Services
4 2 (40.00%) Data Analysis
4 2 (40.00%) Agile Software Development
4 2 (40.00%) OLAP
4 2 (40.00%) BusinessObjects
4 2 (40.00%) Finance
4 2 (40.00%) SQL Server 2012
4 2 (40.00%) Kimball Methodology
4 2 (40.00%) Analytical Skills
5 1 (20.00%) OLAP Cube
5 1 (20.00%) Logical Data Model
5 1 (20.00%) C#
5 1 (20.00%) Analytics
5 1 (20.00%) Oracle Database
5 1 (20.00%) Legal
5 1 (20.00%) Validation
5 1 (20.00%) Migration
5 1 (20.00%) Microsoft
5 1 (20.00%) ISEB
5 1 (20.00%) Informatica
5 1 (20.00%) SAP BW
5 1 (20.00%) Salesforce.com
5 1 (20.00%) ERwin

Dimensional Modelling
Co-occurring IT Skills in Reading 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 (20.00%) SharePoint
Cloud Services
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) Data Warehouse
2 3 (60.00%) SQL Server
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) SQL Server Reporting Services
3 2 (40.00%) BusinessObjects
3 2 (40.00%) OLAP
3 2 (40.00%) SQL Server 2012
4 1 (20.00%) Big Data
4 1 (20.00%) BusinessObjects Business Intelligence
4 1 (20.00%) Data Lake
4 1 (20.00%) Microsoft Analysis Services
4 1 (20.00%) OLAP Cube
4 1 (20.00%) Oracle Database
4 1 (20.00%) PerformancePoint
4 1 (20.00%) Power BI
4 1 (20.00%) QlikView
4 1 (20.00%) SAP BW
4 1 (20.00%) SQL Server 2008
4 1 (20.00%) SQL Server 2014
4 1 (20.00%) SQL Server Analysis Services
Development Applications
1 1 (20.00%) ERwin
General
1 2 (40.00%) Finance
2 1 (20.00%) Legal
Job Titles
1 2 (40.00%) Business Intelligence Developer
1 2 (40.00%) Developer
1 2 (40.00%) SQL BI Developer
1 2 (40.00%) SQL Developer
2 1 (20.00%) Analyst
2 1 (20.00%) Architect
2 1 (20.00%) Business Analyst
2 1 (20.00%) Business Developer
2 1 (20.00%) Business Intelligence Analyst
2 1 (20.00%) Business Intelligence Business Analyst
2 1 (20.00%) Data Architect
2 1 (20.00%) Data Modeller
2 1 (20.00%) Designer
2 1 (20.00%) SAP Analyst
2 1 (20.00%) SAP BI Analyst
2 1 (20.00%) SAP Business Analyst
2 1 (20.00%) SQL Server BI Developer
2 1 (20.00%) SQL Server Developer
2 1 (20.00%) SSIS Developer
2 1 (20.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) .NET
1 1 (20.00%) MDX
Miscellaneous
1 2 (40.00%) Analytical Skills
2 1 (20.00%) CMDB
Processes & Methodologies
1 4 (80.00%) Business Intelligence
2 3 (60.00%) Data Modelling
2 3 (60.00%) ETL
3 2 (40.00%) Agile Software Development
3 2 (40.00%) Data Analysis
3 2 (40.00%) Kimball Methodology
4 1 (20.00%) Analytics
4 1 (20.00%) Business Analysis
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Integration
4 1 (20.00%) Data Management
4 1 (20.00%) Data Validation
4 1 (20.00%) Logical Data Model
4 1 (20.00%) Migration
4 1 (20.00%) MODAF
4 1 (20.00%) Scorecard
4 1 (20.00%) Six Sigma
4 1 (20.00%) TOGAF
4 1 (20.00%) Validation
4 1 (20.00%) Zachman Framework
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) C#
2 1 (20.00%) T-SQL
2 1 (20.00%) VB.NET
Qualifications
1 1 (20.00%) Degree
1 1 (20.00%) ISEB
Vendors
1 1 (20.00%) Informatica
1 1 (20.00%) Microsoft
1 1 (20.00%) Oracle
1 1 (20.00%) Salesforce.com
1 1 (20.00%) SAP