Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in North Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Yorkshire > North Yorkshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 72 76 98
Rank change year-on-year +4 +22 +1
Permanent jobs citing Data Modelling 38 29 16
As % of all permanent IT jobs advertised in North Yorkshire 2.89% 2.37% 1.06%
As % of the Processes & Methodologies category 3.19% 2.62% 1.18%
Number of salaries quoted 38 29 9
North Yorkshire median annual salary £47,500 £42,500 £37,500
Median salary % change year-on-year +11.76% +13.33% +10.29%
10th Percentile £37,500 £40,000 £30,900
90th Percentile £61,500 £53,500 £43,250
Yorkshire median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -10.00%

Data 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 North Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
North Yorkshire
Permanent vacancies with a requirement for process or methodology skills 1,193 1,105 1,355
As % of all permanent IT jobs advertised in North Yorkshire 90.65% 90.13% 89.62%
Number of salaries quoted 974 916 1,081
North Yorkshire median annual salary £44,000 £40,000 £40,000
Median salary % change year-on-year +10.00% - -
10th Percentile £26,250 £26,125 £22,500
90th Percentile £57,500 £61,250 £56,250
Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Data Modelling
Job Vacancy Trend in North Yorkshire

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

Job vacancy trend for Data Modelling in North Yorkshire

Data Modelling
Salary Trend in North Yorkshire

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

Salary trend for Data Modelling in North Yorkshire

Data Modelling
Salary Histogram in North Yorkshire

The salary distribution of IT jobs citing Data Modelling in North Yorkshire over the 6 months to 20 October 2018.

Salary histogram for Data Modelling in North Yorkshire

Data Modelling
Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the North Yorkshire region over the 6 months to 20 October 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
York +1 32 £47,500 +3.83% 1
Skipton - 5 £52,500 - 1
Data Modelling
Yorkshire

For the 6 months to 20 October 2018, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North Yorkshire region with a requirement for Data Modelling.

1 36 (94.74%) SQL Server
2 34 (89.47%) Business Intelligence
3 33 (86.84%) Data Warehouse
3 33 (86.84%) SQL
4 27 (71.05%) Agile Software Development
5 23 (60.53%) Finance
5 23 (60.53%) Tableau
6 22 (57.89%) Decision-Making
7 19 (50.00%) ERwin
7 19 (50.00%) Waterfall
8 16 (42.11%) Visualisation
9 12 (31.58%) Migration
9 12 (31.58%) ETL
10 11 (28.95%) T-SQL
10 11 (28.95%) Business Analysis
10 11 (28.95%) SQL Server Reporting Services
11 10 (26.32%) SQL Server Analysis Services
11 10 (26.32%) SQL Server Integration Services
12 9 (23.68%) Microsoft
13 7 (18.42%) Power BI
14 5 (13.16%) Microsoft Azure
15 4 (10.53%) Dimensional Modelling
15 4 (10.53%) Data Analysis
15 4 (10.53%) OLAP
15 4 (10.53%) Dashboard Development
15 4 (10.53%) OLAP Cube
16 3 (7.89%) Data Reconciliation
16 3 (7.89%) .NET
16 3 (7.89%) Change Management
16 3 (7.89%) QlikView

Data Modelling
Co-occurring IT Skills in North 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:

Cloud Services
1 5 (13.16%) Microsoft Azure
2 2 (5.26%) Amazon AWS
Database & Business Intelligence
1 36 (94.74%) SQL Server
2 33 (86.84%) Data Warehouse
3 11 (28.95%) SQL Server Reporting Services
4 10 (26.32%) SQL Server Analysis Services
4 10 (26.32%) SQL Server Integration Services
5 7 (18.42%) Power BI
6 4 (10.53%) OLAP
6 4 (10.53%) OLAP Cube
7 3 (7.89%) QlikView
8 1 (2.63%) MySQL
8 1 (2.63%) RDBMS
8 1 (2.63%) Relational Database
8 1 (2.63%) SQL Server 2014
8 1 (2.63%) SQL Server 2016
8 1 (2.63%) SSDT
Development Applications
1 19 (50.00%) ERwin
2 1 (2.63%) Team Foundation Server
2 1 (2.63%) Visual Studio
General
1 23 (60.53%) Finance
2 1 (2.63%) Retail
Job Titles
1 22 (57.89%) Analyst
2 18 (47.37%) Business Analyst
2 18 (47.37%) Business Intelligence Analyst
3 17 (44.74%) Business Intelligence Business Analyst
3 17 (44.74%) Data Warehouse Analyst
4 13 (34.21%) Data Warehouse Business Analyst
5 11 (28.95%) Data Business Analyst
6 9 (23.68%) Business Intelligence Developer
6 9 (23.68%) Developer
7 6 (15.79%) Business Developer
8 4 (10.53%) DBA
9 3 (7.89%) Administrator
9 3 (7.89%) Data Analyst
9 3 (7.89%) Data Warehouse Test Analyst
9 3 (7.89%) SQL DBA
9 3 (7.89%) Test Analyst
9 3 (7.89%) Tester
10 2 (5.26%) Azure Developer
10 2 (5.26%) Business Requirements Analyst
10 2 (5.26%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 3 (7.89%) .NET
2 2 (5.26%) ASP.NET
Miscellaneous
1 1 (2.63%) Enterprise Software
1 1 (2.63%) Greenfield Project
Operating Systems
1 2 (5.26%) Windows
2 1 (2.63%) Windows Server
Processes & Methodologies
1 34 (89.47%) Business Intelligence
2 27 (71.05%) Agile Software Development
3 22 (57.89%) Decision-Making
4 19 (50.00%) Waterfall
5 16 (42.11%) Visualisation
6 12 (31.58%) ETL
6 12 (31.58%) Migration
7 11 (28.95%) Business Analysis
8 4 (10.53%) Dashboard Development
8 4 (10.53%) Data Analysis
8 4 (10.53%) Dimensional Modelling
9 3 (7.89%) Change Management
9 3 (7.89%) Data Reconciliation
10 2 (5.26%) CRM
10 2 (5.26%) Disaster Recovery
10 2 (5.26%) ERP
10 2 (5.26%) Performance Tuning
11 1 (2.63%) Data Transformation
11 1 (2.63%) Data Visualisation
11 1 (2.63%) Kimball Methodology
Programming Languages
1 33 (86.84%) SQL
2 11 (28.95%) T-SQL
3 2 (5.26%) C#
3 2 (5.26%) VB.NET
System Software
1 2 (5.26%) Active Directory
Vendors
1 23 (60.53%) Tableau
2 9 (23.68%) Microsoft