Period
to 21 July 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Yorkshire > North Yorkshire
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 83 100 98
Rank change year-on-year +17 -2 +3
Permanent jobs citing Data Modelling 28 21 28
As % of all permanent IT jobs advertised in North Yorkshire 2.10% 1.40% 1.69%
As % of the Processes & Methodologies category 2.27% 1.53% 1.91%
Number of salaries quoted 28 20 22
North Yorkshire median annual salary £46,250 £45,000 £41,500
Median salary % change year-on-year +2.78% +8.43% +28.68%
10th Percentile £37,500 £34,150 £32,625
90th Percentile £61,500 £52,500 £47,500
Yorkshire median annual salary £47,000 £50,000 £45,000
% change year-on-year -6.00% +11.11% -

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 1,231 1,371 1,464
As % of all permanent IT jobs advertised in North Yorkshire 92.28% 91.46% 88.14%
Number of salaries quoted 1,030 1,166 1,226
North Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £25,000 £23,813
90th Percentile £57,550 £57,500 £52,500
Yorkshire median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +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 21 July 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 21 July 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 0 25 £47,500 +3.26% 4
Skipton - 3 £45,000 -
Data Modelling
Yorkshire

For the 6 months to 21 July 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 25 (89.29%) Business Intelligence
2 24 (85.71%) SQL
2 24 (85.71%) SQL Server
3 22 (78.57%) Data Warehouse
4 16 (57.14%) Tableau
5 15 (53.57%) T-SQL
6 14 (50.00%) Visualisation
7 13 (46.43%) Finance
8 12 (42.86%) ETL
8 12 (42.86%) Agile Software Development
8 12 (42.86%) SQL Server Analysis Services
9 11 (39.29%) Decision-Making
10 10 (35.71%) SQL Server Integration Services
11 9 (32.14%) Microsoft Azure
12 7 (25.00%) Waterfall
12 7 (25.00%) SQL Server Reporting Services
12 7 (25.00%) ERwin
13 6 (21.43%) Amazon AWS
13 6 (21.43%) Power BI
14 5 (17.86%) Data Visualisation
14 5 (17.86%) Business Analysis
14 5 (17.86%) Microsoft
14 5 (17.86%) Migration
15 4 (14.29%) Data Analysis
15 4 (14.29%) QlikView
15 4 (14.29%) Data Reconciliation
15 4 (14.29%) Dashboard Development
16 2 (7.14%) C#
16 2 (7.14%) CRM
16 2 (7.14%) VB.NET

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 9 (32.14%) Microsoft Azure
2 6 (21.43%) Amazon AWS
Database & Business Intelligence
1 24 (85.71%) SQL Server
2 22 (78.57%) Data Warehouse
3 12 (42.86%) SQL Server Analysis Services
4 10 (35.71%) SQL Server Integration Services
5 7 (25.00%) SQL Server Reporting Services
6 6 (21.43%) Power BI
7 4 (14.29%) QlikView
8 2 (7.14%) Qlik Sense
8 2 (7.14%) Relational Database
9 1 (3.57%) Azure SQL Data Warehouse
9 1 (3.57%) MySQL
9 1 (3.57%) OLAP
9 1 (3.57%) OLAP Cube
Development Applications
1 7 (25.00%) ERwin
General
1 13 (46.43%) Finance
2 1 (3.57%) Retail
Job Titles
1 12 (42.86%) Developer
2 11 (39.29%) Analyst
3 10 (35.71%) Business Intelligence Developer
3 10 (35.71%) Data Warehouse Analyst
4 7 (25.00%) Business Analyst
5 6 (21.43%) Business Intelligence Analyst
5 6 (21.43%) Business Intelligence Business Analyst
5 6 (21.43%) Data Warehouse Business Analyst
6 5 (17.86%) Business Developer
6 5 (17.86%) Data Business Analyst
7 4 (14.29%) Azure Developer
7 4 (14.29%) Data Analyst
7 4 (14.29%) Data Warehouse Test Analyst
7 4 (14.29%) SSAS Developer
7 4 (14.29%) Test Analyst
7 4 (14.29%) Tester
7 4 (14.29%) T-SQL Developer
8 3 (10.71%) DBA
8 3 (10.71%) SSIS Developer
8 3 (10.71%) Tableau Developer
Libraries, Frameworks & Software Standards
1 2 (7.14%) .NET
1 2 (7.14%) ASP.NET
Miscellaneous
1 2 (7.14%) Self-Motivation
2 1 (3.57%) Enterprise Software
Operating Systems
1 1 (3.57%) Windows
1 1 (3.57%) Windows Server
Processes & Methodologies
1 25 (89.29%) Business Intelligence
2 14 (50.00%) Visualisation
3 12 (42.86%) Agile Software Development
3 12 (42.86%) ETL
4 11 (39.29%) Decision-Making
5 7 (25.00%) Waterfall
6 5 (17.86%) Business Analysis
6 5 (17.86%) Data Visualisation
6 5 (17.86%) Migration
7 4 (14.29%) Dashboard Development
7 4 (14.29%) Data Analysis
7 4 (14.29%) Data Reconciliation
8 2 (7.14%) CRM
8 2 (7.14%) Data Protection
9 1 (3.57%) Change Control
9 1 (3.57%) Change Management
9 1 (3.57%) Disaster Recovery
9 1 (3.57%) ERP
9 1 (3.57%) High Availability
9 1 (3.57%) Programme Management
Programming Languages
1 24 (85.71%) SQL
2 15 (53.57%) T-SQL
3 2 (7.14%) C#
3 2 (7.14%) VB.NET
System Software
1 1 (3.57%) Active Directory
Vendors
1 16 (57.14%) Tableau
2 5 (17.86%) Microsoft