Period
to 22 January 2018

The following table provides summary statistics for contract job vacancies advertised in the West Midlands 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 22 January 2018 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
England > West Midlands
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 181 188 160
Rank change year-on-year +7 -28 -6
Contract jobs citing Dimensional Modelling 4 6 20
As % of all contract IT jobs advertised in the West Midlands 0.085% 0.11% 0.40%
As % of the Processes & Methodologies category 0.10% 0.14% 0.50%
Number of daily rates quoted 1 3 12
West Midlands median daily rate £400 £425 £369
Median daily rate % change year-on-year -5.88% +15.25% -3.91%
10th Percentile £388 £373 £222
90th Percentile £413 £518 £456
England median daily rate £450 £438 £440
% change year-on-year +2.86% -0.57% +0.57%
Number of hourly rates quoted 0 0 0
West Midlands median hourly rate - - -
England median hourly rate - £30.00 -

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Contract vacancies with a requirement for process or methodology skills 3,871 4,436 4,033
As % of all contract IT jobs advertised in the West Midlands 82.64% 82.47% 81.21%
Number of daily rates quoted 2,457 2,683 2,267
West Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +4.17%
10th Percentile £244 £250 £245
90th Percentile £549 £550 £545
England median daily rate £450 £434 £425
% change year-on-year +3.72% +2.09% +6.12%
Number of hourly rates quoted 146 132 163
West Midlands median hourly rate £22.84 £21.22 £20.00
Median hourly rate % change year-on-year +7.63% +6.10% -10.51%
10th Percentile £11.46 £10.89 £10.97
90th Percentile £48.75 £42.06 £43.75
England median hourly rate £23.50 £25.00 £23.00
% change year-on-year -6.00% +8.70% +15.00%

Dimensional Modelling
Job Vacancy Trend in the West Midlands

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Dimensional Modelling in the West Midlands

Dimensional Modelling
Contractor Daily Rate Trend in the West Midlands

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

Contractor daily rate trend for Dimensional Modelling in the West Midlands

Dimensional Modelling
Contract Job Locations in the West Midlands

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 West Midlands region over the 6 months to 22 January 2018. 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
Birmingham -6 3 £400 -11.11% 1
Dimensional Modelling
England

For the 6 months to 22 January 2018, 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 West Midlands region with a requirement for Dimensional Modelling.

1 4 (100.00%) SQL
1 4 (100.00%) Business Intelligence
2 3 (75.00%) Relational Database
2 3 (75.00%) RDBMS
2 3 (75.00%) Oracle
2 3 (75.00%) HTML
2 3 (75.00%) Java
2 3 (75.00%) Data Modelling
2 3 (75.00%) Jaspersoft
2 3 (75.00%) SDLC
3 2 (50.00%) Secure Coding
3 2 (50.00%) Continuous Delivery
3 2 (50.00%) Continuous Deployment
3 2 (50.00%) Agile Software Development
3 2 (50.00%) TDD
3 2 (50.00%) Continuous Integration
4 1 (25.00%) SQL Server Analysis Services
4 1 (25.00%) Security Cleared
4 1 (25.00%) SQL Server 2008
4 1 (25.00%) Visualisation
4 1 (25.00%) Tableau
4 1 (25.00%) Continuous Improvement
4 1 (25.00%) PowerPivot
4 1 (25.00%) Kimball Methodology
4 1 (25.00%) Analytics
4 1 (25.00%) Mentoring
4 1 (25.00%) Analytical Skills
4 1 (25.00%) OLAP Cube
4 1 (25.00%) Business Analysis
4 1 (25.00%) SQL Server Integration Services

Dimensional Modelling
Co-occurring IT Skills in the West Midlands 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:

Applications
1 1 (25.00%) Microsoft Excel
Database & Business Intelligence
1 3 (75.00%) RDBMS
1 3 (75.00%) Relational Database
2 1 (25.00%) Data Warehouse
2 1 (25.00%) OLAP
2 1 (25.00%) OLAP Cube
2 1 (25.00%) Power BI
2 1 (25.00%) PowerPivot
2 1 (25.00%) SQL Server
2 1 (25.00%) SQL Server 2008
2 1 (25.00%) SQL Server Analysis Services
2 1 (25.00%) SQL Server Integration Services
2 1 (25.00%) SQL Server Reporting Services
General
1 1 (25.00%) Finance
1 1 (25.00%) Retail
Job Titles
1 4 (100.00%) Business Intelligence Developer
1 4 (100.00%) Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) HTML
2 1 (25.00%) MDX
2 1 (25.00%) Web Services
Miscellaneous
1 1 (25.00%) Analytical Skills
Processes & Methodologies
1 4 (100.00%) Business Intelligence
2 3 (75.00%) Data Modelling
2 3 (75.00%) SDLC
3 2 (50.00%) Agile Software Development
3 2 (50.00%) Continuous Delivery
3 2 (50.00%) Continuous Deployment
3 2 (50.00%) Continuous Integration
3 2 (50.00%) Secure Coding
3 2 (50.00%) TDD
4 1 (25.00%) Analytics
4 1 (25.00%) Business Analysis
4 1 (25.00%) Continuous Improvement
4 1 (25.00%) Data Management
4 1 (25.00%) ETL
4 1 (25.00%) Kimball Methodology
4 1 (25.00%) Master Data Management
4 1 (25.00%) Mentoring
4 1 (25.00%) Requirements Analysis
4 1 (25.00%) Visualisation
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) Java
Qualifications
1 1 (25.00%) Degree
1 1 (25.00%) Security Cleared
Vendors
1 3 (75.00%) Jaspersoft
1 3 (75.00%) Oracle
2 1 (25.00%) Microsoft
2 1 (25.00%) Tableau