Period
to 19 January 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Yorkshire > North Yorkshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 84 95 85
Rank change year-on-year +11 -10 +23
Permanent jobs citing Data Modelling 17 20 32
As % of all permanent IT jobs advertised in North Yorkshire 1.34% 1.28% 1.88%
As % of the Processes & Methodologies category 1.51% 1.44% 2.09%
Number of salaries quoted 17 15 31
North Yorkshire median annual salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.29% - -22.22%
10th Percentile £39,000 £26,050 £28,000
90th Percentile £50,000 £43,750 £52,500
Yorkshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +6.38%

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 1,123 1,387 1,533
As % of all permanent IT jobs advertised in North Yorkshire 88.43% 88.85% 90.07%
Number of salaries quoted 923 1,115 1,352
North Yorkshire median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -1.32%
10th Percentile £26,250 £22,250 £22,500
90th Percentile £60,000 £55,000 £55,000
Yorkshire median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 19 January 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 19 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
Harrogate +20 8 £40,000 -
York -1 8 £42,500 +30.77%
Skipton +5 1 £45,000 +9.76%
Data Modelling
Yorkshire

For the 6 months to 19 January 2018, IT jobs citing Data 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 North Yorkshire region with a requirement for Data Modelling.

1 15 (88.24%) SQL
2 13 (76.47%) Business Intelligence
3 9 (52.94%) SQL Server Integration Services
3 9 (52.94%) SQL Server Reporting Services
3 9 (52.94%) SQL Server
3 9 (52.94%) SQL Server Analysis Services
3 9 (52.94%) Analytical Skills
3 9 (52.94%) Greenfield Project
4 8 (47.06%) Analytics
4 8 (47.06%) QlikView
5 6 (35.29%) Data Warehouse
5 6 (35.29%) C#
5 6 (35.29%) .NET
6 4 (23.53%) T-SQL
6 4 (23.53%) CRM
6 4 (23.53%) Data Management
6 4 (23.53%) Data Strategy
6 4 (23.53%) SDLC
7 3 (17.65%) SQL Server 2008
7 3 (17.65%) Microsoft
8 2 (11.76%) ETL
8 2 (11.76%) Line Management
8 2 (11.76%) Power BI
8 2 (11.76%) SQL Server 2016
9 1 (5.88%) SQL Server 2014
9 1 (5.88%) OLAP Cube
9 1 (5.88%) Big Data
9 1 (5.88%) SQL Server 2012
9 1 (5.88%) Microsoft Azure
9 1 (5.88%) Dimensional Modelling

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 1 (5.88%) Microsoft Azure
Database & Business Intelligence
1 9 (52.94%) SQL Server
1 9 (52.94%) SQL Server Analysis Services
1 9 (52.94%) SQL Server Integration Services
1 9 (52.94%) SQL Server Reporting Services
2 8 (47.06%) QlikView
3 6 (35.29%) Data Warehouse
4 3 (17.65%) SQL Server 2008
5 2 (11.76%) Power BI
5 2 (11.76%) SQL Server 2016
6 1 (5.88%) Big Data
6 1 (5.88%) OLAP
6 1 (5.88%) OLAP Cube
6 1 (5.88%) SQL Server 2012
6 1 (5.88%) SQL Server 2014
General
1 1 (5.88%) Legal
Job Titles
1 15 (88.24%) Developer
2 12 (70.59%) Business Intelligence Developer
3 8 (47.06%) Analyst
3 8 (47.06%) Analyst Developer
3 8 (47.06%) Business Intelligence Analyst
3 8 (47.06%) QlikView Analyst
3 8 (47.06%) QlikView Developer
4 3 (17.65%) Business Developer
4 3 (17.65%) SQL Developer
5 2 (11.76%) .NET Development Manager
5 2 (11.76%) CRM Database Manager
5 2 (11.76%) CRM Manager
5 2 (11.76%) Database Developer
5 2 (11.76%) Database Manager
5 2 (11.76%) Development Manager
5 2 (11.76%) SQL Database Developer
6 1 (5.88%) .NET Developer
6 1 (5.88%) C# Developer
6 1 (5.88%) CRM Developer
6 1 (5.88%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 6 (35.29%) .NET
2 1 (5.88%) ASP.NET
Miscellaneous
1 9 (52.94%) Analytical Skills
1 9 (52.94%) Greenfield Project
2 1 (5.88%) Management Information System
Processes & Methodologies
1 13 (76.47%) Business Intelligence
2 8 (47.06%) Analytics
3 4 (23.53%) CRM
3 4 (23.53%) Data Management
3 4 (23.53%) Data Strategy
3 4 (23.53%) SDLC
4 2 (11.76%) ETL
4 2 (11.76%) Line Management
5 1 (5.88%) Agile Software Development
5 1 (5.88%) Change Management
5 1 (5.88%) Dimensional Modelling
5 1 (5.88%) Document Management
Programming Languages
1 15 (88.24%) SQL
2 6 (35.29%) C#
3 4 (23.53%) T-SQL
4 1 (5.88%) VB.NET
Vendors
1 3 (17.65%) Microsoft