Period
to 22 April 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Yorkshire > North Yorkshire
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 98 90 87
Rank change year-on-year -8 -3 +22
Permanent jobs citing Data Modelling 11 26 36
As % of all permanent IT jobs advertised in North Yorkshire 0.82% 1.66% 2.01%
As % of the Processes & Methodologies category 0.90% 1.80% 2.23%
Number of salaries quoted 11 22 38
North Yorkshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £37,500 £26,421 £32,125
90th Percentile £51,250 £47,500 £47,875
Yorkshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 1,225 1,444 1,612
As % of all permanent IT jobs advertised in North Yorkshire 90.81% 92.09% 89.96%
Number of salaries quoted 1,041 1,214 1,384
North Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £26,250 £22,750 £23,000
90th Percentile £59,000 £53,025 £52,500
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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
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 22 April 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 -7 9 £45,000 +28.57% 2
Skipton 0 2 £45,000 +9.76% 1
Data Modelling
Yorkshire

For the 6 months to 22 April 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 9 (81.82%) SQL Server
1 9 (81.82%) Business Intelligence
2 8 (72.73%) SQL
3 7 (63.64%) T-SQL
3 7 (63.64%) Data Warehouse
3 7 (63.64%) ETL
3 7 (63.64%) SQL Server Integration Services
3 7 (63.64%) SQL Server Analysis Services
4 5 (45.45%) Visualisation
4 5 (45.45%) Microsoft Azure
4 5 (45.45%) Tableau
5 4 (36.36%) Amazon AWS
5 4 (36.36%) Data Visualisation
6 3 (27.27%) SQL Server Reporting Services
6 3 (27.27%) Finance
7 2 (18.18%) Agile Software Development
7 2 (18.18%) Microsoft
7 2 (18.18%) Data Protection
7 2 (18.18%) Relational Database
7 2 (18.18%) Qlik Sense
7 2 (18.18%) Self-Motivation
8 1 (9.09%) Azure SQL Data Warehouse
8 1 (9.09%) Decision-Making
8 1 (9.09%) Power BI
8 1 (9.09%) SQL Server 2016
8 1 (9.09%) OLAP Cube
8 1 (9.09%) Dashboard Development
8 1 (9.09%) Big Data
8 1 (9.09%) Data Reconciliation
8 1 (9.09%) OLAP

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 (45.45%) Microsoft Azure
2 4 (36.36%) Amazon AWS
Database & Business Intelligence
1 9 (81.82%) SQL Server
2 7 (63.64%) Data Warehouse
2 7 (63.64%) SQL Server Analysis Services
2 7 (63.64%) SQL Server Integration Services
3 3 (27.27%) SQL Server Reporting Services
4 2 (18.18%) Qlik Sense
4 2 (18.18%) Relational Database
5 1 (9.09%) Azure SQL Data Warehouse
5 1 (9.09%) Big Data
5 1 (9.09%) OLAP
5 1 (9.09%) OLAP Cube
5 1 (9.09%) Power BI
5 1 (9.09%) QlikView
5 1 (9.09%) SQL Server 2016
General
1 3 (27.27%) Finance
Job Titles
1 7 (63.64%) Developer
2 3 (27.27%) Business Intelligence Developer
3 2 (18.18%) Azure Consultant
3 2 (18.18%) Azure Developer
3 2 (18.18%) Consultant
3 2 (18.18%) SSAS Developer
3 2 (18.18%) SSIS Consultant
3 2 (18.18%) SSIS Developer
3 2 (18.18%) Tableau Consultant
3 2 (18.18%) Tableau Developer
3 2 (18.18%) T-SQL Developer
4 1 (9.09%) Administrator
4 1 (9.09%) Analyst
4 1 (9.09%) Business Developer
4 1 (9.09%) Business Intelligence Consultant
4 1 (9.09%) Data Warehouse Test Analyst
4 1 (9.09%) DBA
4 1 (9.09%) SQL Database Developer
4 1 (9.09%) Test Analyst
4 1 (9.09%) Tester
Miscellaneous
1 2 (18.18%) Self-Motivation
Processes & Methodologies
1 9 (81.82%) Business Intelligence
2 7 (63.64%) ETL
3 5 (45.45%) Visualisation
4 4 (36.36%) Data Visualisation
5 2 (18.18%) Agile Software Development
5 2 (18.18%) Data Protection
6 1 (9.09%) Change Management
6 1 (9.09%) CRM
6 1 (9.09%) Dashboard Development
6 1 (9.09%) Data Analysis
6 1 (9.09%) Data Reconciliation
6 1 (9.09%) Decision-Making
6 1 (9.09%) Dimensional Modelling
Programming Languages
1 8 (72.73%) SQL
2 7 (63.64%) T-SQL
Vendors
1 5 (45.45%) Tableau
2 2 (18.18%) Microsoft