Period
to 28 July 2017

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 28 July 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
England > West Midlands
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 175 201 172
Rank change year-on-year +26 -29 -3
Contract jobs citing Dimensional Modelling 5 11 9
As % of all contract IT jobs advertised in the West Midlands 0.11% 0.18% 0.18%
As % of the Processes & Methodologies category 0.14% 0.22% 0.23%
Number of daily rates quoted 3 4 8
West Midlands median daily rate £375 £350 £350
Median daily rate % change year-on-year +7.14% - -12.50%
10th Percentile £365 £313 £317
90th Percentile £538 £388 £383
England median daily rate £450 £413 £450
% change year-on-year +9.09% -8.33% +5.88%
Number of hourly rates quoted 0 0 0
West Midlands median hourly rate - - -
England median hourly rate - £20.50 -

Dimensional Modelling is in the process and methodology skills category. The next 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 and methodology skills.

Contract Process & Methodology Skills
West Midlands
Contract job vacancies with a requirement for process and methodology skills 3667 5004 3880
As % of all contract IT job vacancies advertised in the West Midlands 82.83% 82.68% 76.51%
Number of daily rates quoted 2315 2919 2339
West Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £260 £238 £219
90th Percentile £545 £538 £525
England median daily rate £450 £425 £408
% change year-on-year +5.88% +4.29% +1.88%
Number of hourly rates quoted 133 105 194
West Midlands median hourly rate £20.00 £16.00 £24.00
Median hourly rate % change year-on-year +25.00% -33.33% +33.33%
10th Percentile £10.92 £10.73 £11.83
90th Percentile £51.20 £39.30 £40.96
England median hourly rate £24.77 £25.00 £22.00
% change year-on-year -0.92% +13.64% +4.76%

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
Contractor Daily Rate Histogram in the West Midlands

The daily rate distribution of IT jobs citing Dimensional Modelling in the West Midlands over the 6 months to 28 July 2017.

Contractor daily rate histogram 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 28 July 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
Birmingham +11 1 £550 +69.23% 1
Walsall - 1 £375 -
Dimensional Modelling
England

For the 6 months to 28 July 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 West Midlands region with a requirement for Dimensional Modelling.

1 4 (80.00%) Oracle
1 4 (80.00%) Data Modelling
1 4 (80.00%) Business Intelligence
2 3 (60.00%) ETL
3 2 (40.00%) SQL
3 2 (40.00%) OLAP
3 2 (40.00%) Data Analysis
3 2 (40.00%) Oracle BI EE
3 2 (40.00%) Oracle BI Publisher
3 2 (40.00%) Data Quality
3 2 (40.00%) BusinessObjects
3 2 (40.00%) Data Warehouse
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) Analytics
4 1 (20.00%) IBM InfoSphere
4 1 (20.00%) Inmon Methodology
4 1 (20.00%) Demand Forecasting
4 1 (20.00%) SAS Data Integration Studio
4 1 (20.00%) Line Management
4 1 (20.00%) BigQuery
4 1 (20.00%) Google Cloud Platform
4 1 (20.00%) ETL Development
4 1 (20.00%) Translating Business Requirements
4 1 (20.00%) SAS EBI
4 1 (20.00%) Data Flow Diagram
4 1 (20.00%) Data Lineage
4 1 (20.00%) Planning and Forecasting
4 1 (20.00%) Tableau
4 1 (20.00%) Continuous Improvement
4 1 (20.00%) Data Governance

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:

Application Platforms
1 1 (20.00%) SAS
Cloud Services
1 1 (20.00%) Google Cloud Platform
Database & Business Intelligence
1 2 (40.00%) BusinessObjects
1 2 (40.00%) Data Warehouse
1 2 (40.00%) OLAP
1 2 (40.00%) Oracle BI EE
1 2 (40.00%) Oracle BI Publisher
2 1 (20.00%) Base SAS
2 1 (20.00%) BigQuery
2 1 (20.00%) IBM InfoSphere
2 1 (20.00%) Oracle OLAP
2 1 (20.00%) SAS Data Integration Studio
2 1 (20.00%) SAS EBI
2 1 (20.00%) SAS Enterprise Guide
2 1 (20.00%) SQL Server
General
1 1 (20.00%) Automotive
1 1 (20.00%) Finance
Job Titles
1 2 (40.00%) Analyst
1 2 (40.00%) Architect
1 2 (40.00%) OBIEE Architect
2 1 (20.00%) Business Intelligence Analyst
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Data Analyst
2 1 (20.00%) Developer
2 1 (20.00%) Oracle Architect
2 1 (20.00%) Report Analyst
2 1 (20.00%) SAS BI Developer
2 1 (20.00%) SAS Data Integration Studio Developer
2 1 (20.00%) SAS Developer
2 1 (20.00%) Senior Business Intelligence Developer
2 1 (20.00%) Senior Developer
2 1 (20.00%) Senior SAS Developer
Processes & Methodologies
1 4 (80.00%) Business Intelligence
1 4 (80.00%) Data Modelling
2 3 (60.00%) ETL
3 2 (40.00%) Data Analysis
4 1 (20.00%) Agile Software Development
4 1 (20.00%) Analytics
4 1 (20.00%) Continuous Improvement
4 1 (20.00%) Data Flow Diagram
4 1 (20.00%) Data Governance
4 1 (20.00%) Data Integration
4 1 (20.00%) Data Lineage
4 1 (20.00%) Demand Forecasting
4 1 (20.00%) ETL Development
4 1 (20.00%) Inmon Methodology
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) Line Management
4 1 (20.00%) Migration
4 1 (20.00%) Planning and Forecasting
4 1 (20.00%) Translating Business Requirements
Programming Languages
1 2 (40.00%) SQL
2 1 (20.00%) PL/SQL
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
2 1 (20.00%) GCP
Vendors
1 4 (80.00%) Oracle
2 1 (20.00%) Cognos
2 1 (20.00%) Google
2 1 (20.00%) IBM
2 1 (20.00%) Tableau