Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the salaries 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.

Dimensional Modelling
Yorkshire > West Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 257 273 313
Rank change year-on-year +16 +40 -19
Permanent jobs citing Dimensional Modelling 5 5 4
As % of all permanent IT jobs advertised in West Yorkshire 0.073% 0.065% 0.043%
As % of the Processes & Methodologies category 0.080% 0.071% 0.048%
Number of salaries quoted 5 4 3
West Yorkshire median annual salary £42,500 £41,250 £42,500
Median salary % change year-on-year +3.03% -2.94% -5.56%
10th Percentile £34,500 £34,000 £39,250
90th Percentile £50,500 £48,175 £52,850
Yorkshire median annual salary £42,500 £42,500 £33,750
% change year-on-year - +25.93% -19.11%

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

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6241 7021 8375
As % of all permanent IT jobs advertised in West Yorkshire 91.50% 91.26% 91.00%
Number of salaries quoted 5245 6016 6720
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £61,900 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Dimensional Modelling
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Dimensional Modelling in West Yorkshire

Dimensional Modelling
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Dimensional Modelling in West Yorkshire.

Salary trend for Dimensional Modelling in West Yorkshire

Dimensional Modelling
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Dimensional Modelling in West Yorkshire over the 6 months to 23 November 2017.

Salary histogram for Dimensional Modelling in West Yorkshire

Dimensional Modelling
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the West Yorkshire 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +19 2 £37,500 - 1
Keighley - 2 £42,500 - 2
Bradford +5 1 £55,000 +29.41%
Dimensional Modelling
Yorkshire

For the 6 months to 23 November 2017, IT 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 job ads across the West Yorkshire region with a requirement for Dimensional Modelling.

1 5 (100.00%) Business Intelligence
2 3 (60.00%) ETL
2 3 (60.00%) SQL
2 3 (60.00%) Data Warehouse
2 3 (60.00%) Analytics
2 3 (60.00%) Dashboard Development
3 2 (40.00%) Lumira
3 2 (40.00%) Power BI
3 2 (40.00%) Tableau
3 2 (40.00%) Big Data
3 2 (40.00%) Data Analytics
3 2 (40.00%) Microsoft
3 2 (40.00%) OLAP Cube
3 2 (40.00%) Visualisation
3 2 (40.00%) Data Visualisation
3 2 (40.00%) Agile Software Development
3 2 (40.00%) SQL Server Reporting Services
3 2 (40.00%) SQL Server Integration Services
3 2 (40.00%) SQL Server Analysis Services
3 2 (40.00%) SQL Server
3 2 (40.00%) OLAP
3 2 (40.00%) SAP
3 2 (40.00%) Change Management
4 1 (20.00%) E-business
4 1 (20.00%) Oracle ERP
4 1 (20.00%) PL/SQL
4 1 (20.00%) SLA
4 1 (20.00%) Star Schema
4 1 (20.00%) Oracle Reports
4 1 (20.00%) ERP

Dimensional Modelling
Co-occurring IT Skills in West Yorkshire 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:

Business Applications
1 1 (20.00%) Oracle ERP
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
2 2 (40.00%) Big Data
2 2 (40.00%) Lumira
2 2 (40.00%) OLAP
2 2 (40.00%) OLAP Cube
2 2 (40.00%) Power BI
2 2 (40.00%) SQL Server
2 2 (40.00%) SQL Server Analysis Services
2 2 (40.00%) SQL Server Integration Services
2 2 (40.00%) SQL Server Reporting Services
3 1 (20.00%) Oracle BI EE
3 1 (20.00%) Oracle BI Publisher
3 1 (20.00%) Oracle Database
3 1 (20.00%) Oracle Database 11g
3 1 (20.00%) Oracle ODI
3 1 (20.00%) Oracle Reports
3 1 (20.00%) Star Schema
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Analyst
2 2 (40.00%) Data Analyst
2 2 (40.00%) Data Analytics Analyst
2 2 (40.00%) Data Visualisation Analyst
3 1 (20.00%) Business Intelligence Developer
3 1 (20.00%) Data Warehouse Developer
3 1 (20.00%) OBIEE Developer
3 1 (20.00%) Oracle Developer
3 1 (20.00%) Technical Developer
Processes & Methodologies
1 5 (100.00%) Business Intelligence
2 3 (60.00%) Analytics
2 3 (60.00%) Dashboard Development
2 3 (60.00%) ETL
3 2 (40.00%) Agile Software Development
3 2 (40.00%) Change Management
3 2 (40.00%) Data Analytics
3 2 (40.00%) Data Visualisation
3 2 (40.00%) Visualisation
4 1 (20.00%) Data Modelling
4 1 (20.00%) E-business
4 1 (20.00%) ERP
4 1 (20.00%) Performance Optimisation
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) PL/SQL
Quality Assurance & Compliance
1 1 (20.00%) SLA
Vendors
1 2 (40.00%) Microsoft
1 2 (40.00%) SAP
1 2 (40.00%) Tableau
2 1 (20.00%) Oracle