Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
North West > Cheshire
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 175 144 170
Rank change year-on-year -31 +26 +10
Permanent jobs citing Dimensional Modelling 6 1 1
As % of all permanent IT jobs advertised in Cheshire 0.18% 0.044% 0.035%
As % of the Processes & Methodologies category 0.21% 0.050% 0.040%
Number of salaries quoted 6 2 0
Cheshire median annual salary £55,000 £45,000 -
Median salary % change year-on-year +22.22% - -
North West median annual salary £48,750 £40,000 £42,500
% change year-on-year +21.88% -5.88% +1.19%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 2,887 1,981 2,502
As % of all permanent IT jobs advertised in Cheshire 88.91% 87.62% 86.63%
Number of salaries quoted 2,166 1,613 2,204
Cheshire median annual salary £45,000 £38,500 £40,000
Median salary % change year-on-year +16.88% -3.75% -
10th Percentile £27,500 £22,750 £22,500
90th Percentile £66,250 £61,250 £57,500
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Dimensional Modelling
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Dimensional Modelling in Cheshire

Dimensional Modelling
Salary Trend in Cheshire

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

Salary trend for Dimensional Modelling in Cheshire

Dimensional Modelling
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Dimensional Modelling in Cheshire over the 6 months to 18 January 2018.

Salary histogram for Dimensional Modelling in Cheshire

Dimensional Modelling
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the Cheshire region over the 6 months to 18 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warrington - 1 £47,500 -
Dimensional Modelling
North West

For the 6 months to 18 January 2018, 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 Cheshire region with a requirement for Dimensional Modelling.

1 6 (100.00%) SQL
1 6 (100.00%) T-SQL
1 6 (100.00%) SQL Server
1 6 (100.00%) ETL
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Data Warehouse
1 6 (100.00%) SQL Server Analysis Services
2 5 (83.33%) SQL Server Reporting Services
2 5 (83.33%) SQL Server Integration Services
2 5 (83.33%) Kimball Methodology
2 5 (83.33%) Analytics
2 5 (83.33%) Power BI
2 5 (83.33%) SQL Server 2016
3 4 (66.67%) Dashboard Development
3 4 (66.67%) Qlik Sense
3 4 (66.67%) SQL Server Management Studio (SSMS)
3 4 (66.67%) Data Analytics
3 4 (66.67%) Visualisation
3 4 (66.67%) Data Analysis
3 4 (66.67%) Finance
4 2 (33.33%) Business Analytics
4 2 (33.33%) OLAP
4 2 (33.33%) SharePoint
4 2 (33.33%) OLAP Cube
5 1 (16.67%) Mentoring
5 1 (16.67%) Coaching
5 1 (16.67%) Microsoft Excel
5 1 (16.67%) Microsoft
5 1 (16.67%) Data Modelling
5 1 (16.67%) Microsoft Azure

Dimensional Modelling
Co-occurring IT Skills in Cheshire 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 2 (33.33%) SharePoint
2 1 (16.67%) SharePoint 2010
Applications
1 1 (16.67%) Microsoft Excel
Cloud Services
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 6 (100.00%) Data Warehouse
1 6 (100.00%) SQL Server
1 6 (100.00%) SQL Server Analysis Services
2 5 (83.33%) Power BI
2 5 (83.33%) SQL Server 2016
2 5 (83.33%) SQL Server Integration Services
2 5 (83.33%) SQL Server Reporting Services
3 4 (66.67%) Qlik Sense
4 2 (33.33%) OLAP
4 2 (33.33%) OLAP Cube
Development Applications
1 4 (66.67%) SQL Server Management Studio (SSMS)
2 1 (16.67%) Team Foundation Server
General
1 4 (66.67%) Finance
Job Titles
1 6 (100.00%) Developer
2 5 (83.33%) Business Intelligence Developer
3 3 (50.00%) Business Developer
3 3 (50.00%) Senior Business Intelligence Developer
3 3 (50.00%) Senior Developer
4 2 (33.33%) Lead Developer
5 1 (16.67%) Architect
5 1 (16.67%) Business Intelligence Lead
5 1 (16.67%) Data Architect
5 1 (16.67%) Data Warehouse Architect
5 1 (16.67%) Data Warehouse Developer
5 1 (16.67%) Lead Architect
5 1 (16.67%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 1 (16.67%) MDX
Processes & Methodologies
1 6 (100.00%) Business Intelligence
1 6 (100.00%) ETL
2 5 (83.33%) Analytics
2 5 (83.33%) Kimball Methodology
3 4 (66.67%) Dashboard Development
3 4 (66.67%) Data Analysis
3 4 (66.67%) Data Analytics
3 4 (66.67%) Visualisation
4 2 (33.33%) Business Analytics
5 1 (16.67%) Coaching
5 1 (16.67%) Data Modelling
5 1 (16.67%) Mentoring
5 1 (16.67%) Predictive Analytics
Programming Languages
1 6 (100.00%) SQL
1 6 (100.00%) T-SQL
2 1 (16.67%) PowerShell
Vendors
1 1 (16.67%) Microsoft
1 1 (16.67%) RedGate