Period
to 25 July 2017

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 25 July 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
England > Yorkshire
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 321 351 345
Rank change year-on-year +30 -6 -18
Permanent jobs citing Dimensional Modelling 13 8 23
As % of all permanent IT jobs advertised in Yorkshire 0.12% 0.067% 0.16%
As % of the Processes & Methodologies category 0.13% 0.075% 0.18%
Number of salaries quoted 8 7 20
Yorkshire median annual salary £32,500 £47,500 £40,000
Median salary % change year-on-year -31.58% +18.75% -4.13%
10th Percentile £31,250 £26,250 £30,000
90th Percentile £44,875 £51,250 £46,875
England median annual salary £52,500 £52,500 £51,500
% change year-on-year - +1.94% +3.00%

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 permanent job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 9672 10608 12855
As % of all permanent IT job vacancies advertised in Yorkshire 91.31% 89.27% 89.88%
Number of salaries quoted 8204 8788 10363
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,000 £25,750
90th Percentile £61,250 £61,250 £59,650
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 25 July 2017.

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 25 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
North Yorkshire +14 5 £32,500 -31.58%
South Yorkshire +5 3 £35,000 +7.69%
West Yorkshire - 2 £43,750 -
Dimensional Modelling
England

For the 6 months to 25 July 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 Yorkshire region with a requirement for Dimensional Modelling.

1 13 (100.00%) SQL
2 10 (76.92%) Data Warehouse
3 7 (53.85%) MySQL
3 7 (53.85%) Business Intelligence
4 6 (46.15%) SQL Server
5 5 (38.46%) CRM
5 5 (38.46%) Unix
5 5 (38.46%) ETL
5 5 (38.46%) Visualisation
5 5 (38.46%) Data Analytics
5 5 (38.46%) Analytics
6 4 (30.77%) SQL Server Reporting Services
6 4 (30.77%) Data Modelling
6 4 (30.77%) Data Quality
7 3 (23.08%) Coaching
7 3 (23.08%) SAS Data Integration Studio
7 3 (23.08%) Data Structures
7 3 (23.08%) SDLC
7 3 (23.08%) Windows
7 3 (23.08%) VBA
7 3 (23.08%) PostgreSQL
7 3 (23.08%) e-Learning
7 3 (23.08%) SAS
7 3 (23.08%) Microsoft
7 3 (23.08%) Degree
7 3 (23.08%) Base SAS
7 3 (23.08%) SAS Enterprise Guide
7 3 (23.08%) Data Visualisation
7 3 (23.08%) Tableau
7 3 (23.08%) Computer Science

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:

Application Platforms
1 3 (23.08%) SAS
2 1 (7.69%) SharePoint
Applications
1 3 (23.08%) Spreadsheet
2 2 (15.38%) Microsoft Excel
Database & Business Intelligence
1 10 (76.92%) Data Warehouse
2 7 (53.85%) MySQL
3 6 (46.15%) SQL Server
4 4 (30.77%) SQL Server Reporting Services
5 3 (23.08%) Base SAS
5 3 (23.08%) PostgreSQL
5 3 (23.08%) QlikView
5 3 (23.08%) SAS Data Integration Studio
5 3 (23.08%) SAS Enterprise Guide
6 2 (15.38%) Power BI
6 2 (15.38%) Relational Database
6 2 (15.38%) SQL Server Analysis Services
6 2 (15.38%) SQL Server Integration Services
7 1 (7.69%) MOLAP
7 1 (7.69%) OLAP
7 1 (7.69%) OLTP
7 1 (7.69%) ROLAP
7 1 (7.69%) SQL Server 2008
7 1 (7.69%) SQL Server 2012
7 1 (7.69%) Star Schema
Job Titles
1 5 (38.46%) Developer
2 3 (23.08%) Analyst
2 3 (23.08%) SAS Developer
2 3 (23.08%) Senior Analyst
2 3 (23.08%) Technical Leader
3 2 (15.38%) Data Analytics Officer
3 2 (15.38%) Information Analyst
3 2 (15.38%) MI Analyst
3 2 (15.38%) Senior Information Analyst
3 2 (15.38%) Senior MI Analyst
4 1 (7.69%) Business Developer
4 1 (7.69%) Business Intelligence Developer
4 1 (7.69%) Data Warehouse Developer
4 1 (7.69%) Senior Data Warehouse Developer
4 1 (7.69%) Senior Developer
4 1 (7.69%) SQL BI Developer
4 1 (7.69%) SQL Developer
4 1 (7.69%) SQL Server BI Developer
4 1 (7.69%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) .NET
1 1 (7.69%) MDX
Miscellaneous
1 3 (23.08%) Computer Science
1 3 (23.08%) Data Structures
1 3 (23.08%) e-Learning
2 2 (15.38%) Analytical Skills
2 2 (15.38%) Greenfield Project
2 2 (15.38%) Linux Command Line
2 2 (15.38%) Management Information System
Operating Systems
1 5 (38.46%) Unix
2 3 (23.08%) Windows
3 2 (15.38%) Linux
Processes & Methodologies
1 7 (53.85%) Business Intelligence
2 5 (38.46%) Analytics
2 5 (38.46%) CRM
2 5 (38.46%) Data Analytics
2 5 (38.46%) ETL
2 5 (38.46%) Visualisation
3 4 (30.77%) Data Modelling
4 3 (23.08%) Coaching
4 3 (23.08%) Data Visualisation
4 3 (23.08%) SDLC
5 2 (15.38%) Open Source
6 1 (7.69%) Data Architecture
6 1 (7.69%) Data Integration
6 1 (7.69%) Inmon Methodology
6 1 (7.69%) Kimball Methodology
6 1 (7.69%) Mentoring
6 1 (7.69%) Migration
6 1 (7.69%) Performance Tuning
6 1 (7.69%) Stakeholder Management
6 1 (7.69%) UML
Programming Languages
1 13 (100.00%) SQL
2 3 (23.08%) VBA
3 2 (15.38%) ANSI SQL
3 2 (15.38%) AWK
3 2 (15.38%) sed
4 1 (7.69%) C#
4 1 (7.69%) T-SQL
4 1 (7.69%) VB.NET
Qualifications
1 3 (23.08%) Degree
2 1 (7.69%) MCSE
2 1 (7.69%) Microsoft Certification
Quality Assurance & Compliance
1 4 (30.77%) Data Quality
Vendors
1 3 (23.08%) Microsoft
1 3 (23.08%) Tableau
2 1 (7.69%) MicroStrategy