Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
England > Yorkshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 277 310 332
Rank change year-on-year +33 +22 +46
Permanent jobs citing Dimensional Modelling 15 9 24
As % of all permanent IT jobs advertised in Yorkshire 0.16% 0.084% 0.19%
As % of the Processes & Methodologies category 0.17% 0.094% 0.21%
Number of salaries quoted 15 8 18
Yorkshire median annual salary £45,000 £40,000 £35,750
Median salary % change year-on-year +12.50% +11.89% -7.14%
10th Percentile £36,750 £35,125 £29,900
90th Percentile £57,500 £49,675 £52,250
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +4.76%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8,722 9,594 11,346
As % of all permanent IT jobs advertised in Yorkshire 90.39% 89.71% 89.82%
Number of salaries quoted 7,414 8,106 9,303
Yorkshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £60,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Dimensional Modelling
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Dimensional Modelling in Yorkshire

Dimensional Modelling
Salary Trend in Yorkshire

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

Salary trend for Dimensional Modelling in Yorkshire

Dimensional Modelling
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Dimensional Modelling in Yorkshire over the 6 months to 22 January 2018.

Salary histogram for Dimensional Modelling in Yorkshire

Dimensional Modelling
Job Locations in 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 Yorkshire 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +17 7 £42,500 +3.03%
East Yorkshire - 6 £53,750 -
North Yorkshire +11 1 £45,000 +20.00%
South Yorkshire - 1 £37,500 -
Dimensional Modelling
England

For the 6 months to 22 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 Yorkshire region with a requirement for Dimensional Modelling.

1 14 (93.33%) Business Intelligence
2 13 (86.67%) ETL
2 13 (86.67%) Data Warehouse
3 10 (66.67%) SQL
4 7 (46.67%) Oracle
4 7 (46.67%) PL/SQL
5 6 (40.00%) Data Integration
5 6 (40.00%) Informatica
5 6 (40.00%) Data Quality
6 5 (33.33%) SQL Server Analysis Services
6 5 (33.33%) OLAP Cube
6 5 (33.33%) Agile Software Development
6 5 (33.33%) SQL Server Reporting Services
6 5 (33.33%) SQL Server Integration Services
6 5 (33.33%) Change Management
6 5 (33.33%) Microsoft
6 5 (33.33%) SQL Server
6 5 (33.33%) OLAP
7 4 (26.67%) Data Modelling
8 3 (20.00%) Visualisation
8 3 (20.00%) Dashboard Development
8 3 (20.00%) Analytics
9 2 (13.33%) Lumira
9 2 (13.33%) Power BI
9 2 (13.33%) Data Visualisation
9 2 (13.33%) Big Data
9 2 (13.33%) Data Analytics
9 2 (13.33%) Tableau
9 2 (13.33%) SAP
10 1 (6.67%) Unix

Dimensional Modelling
Co-occurring IT Skills in 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 (6.67%) Oracle ERP
Database & Business Intelligence
1 13 (86.67%) Data Warehouse
2 5 (33.33%) OLAP
2 5 (33.33%) OLAP Cube
2 5 (33.33%) SQL Server
2 5 (33.33%) SQL Server Analysis Services
2 5 (33.33%) SQL Server Integration Services
2 5 (33.33%) SQL Server Reporting Services
3 2 (13.33%) Big Data
3 2 (13.33%) Lumira
3 2 (13.33%) Power BI
4 1 (6.67%) Oracle BI EE
4 1 (6.67%) Oracle BI Publisher
4 1 (6.67%) Oracle Database
4 1 (6.67%) Oracle Database 11g
4 1 (6.67%) Oracle ODI
4 1 (6.67%) Oracle Reports
4 1 (6.67%) Relational Database
4 1 (6.67%) Star Schema
Job Titles
1 9 (60.00%) Developer
2 4 (26.67%) Data Warehouse Developer
3 2 (13.33%) Analyst
3 2 (13.33%) Data Analyst
3 2 (13.33%) Data Analytics Analyst
3 2 (13.33%) Data Visualisation Analyst
3 2 (13.33%) Informatica Developer
4 1 (6.67%) Business Intelligence Developer
4 1 (6.67%) Business Intelligence Lead
4 1 (6.67%) OBIEE Developer
4 1 (6.67%) Oracle Developer
4 1 (6.67%) Senior Developer
4 1 (6.67%) Technical Developer
Operating Systems
1 1 (6.67%) Linux
1 1 (6.67%) Unix
Processes & Methodologies
1 14 (93.33%) Business Intelligence
2 13 (86.67%) ETL
3 6 (40.00%) Data Integration
4 5 (33.33%) Agile Software Development
4 5 (33.33%) Change Management
5 4 (26.67%) Data Modelling
6 3 (20.00%) Analytics
6 3 (20.00%) Dashboard Development
6 3 (20.00%) Visualisation
7 2 (13.33%) Data Analytics
7 2 (13.33%) Data Visualisation
8 1 (6.67%) Coaching
8 1 (6.67%) E-business
8 1 (6.67%) ERP
8 1 (6.67%) Open Source
8 1 (6.67%) Performance Optimisation
Programming Languages
1 10 (66.67%) SQL
2 7 (46.67%) PL/SQL
3 1 (6.67%) ANSI SQL
Quality Assurance & Compliance
1 6 (40.00%) Data Quality
2 1 (6.67%) SLA
Vendors
1 7 (46.67%) Oracle
2 6 (40.00%) Informatica
3 5 (33.33%) Microsoft
4 2 (13.33%) SAP
4 2 (13.33%) Tableau