Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Bath 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 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Somerset > Bath
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 55 44 59
Rank change year-on-year -11 +15 -1
Permanent jobs citing Data Modelling 4 49 22
As % of all permanent IT jobs advertised in Bath 0.95% 6.06% 3.37%
As % of the Processes & Methodologies category 1.03% 6.45% 3.67%
Number of salaries quoted 4 38 22
Bath median annual salary £38,500 £40,000 £37,000
Median salary % change year-on-year -3.75% +8.11% -39.59%
10th Percentile £33,775 £31,750 £26,313
90th Percentile £40,775 £58,750 £47,500
Somerset median annual salary £38,500 £42,500 £42,500
% change year-on-year -9.41% - -30.61%

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 Bath with a requirement for process or methodology skills.

All Process and Methodology Skills
Bath
Permanent vacancies with a requirement for process or methodology skills 389 760 600
As % of all permanent IT jobs advertised in Bath 92.62% 93.94% 92.02%
Number of salaries quoted 338 629 570
Bath median annual salary £43,000 £42,500 £40,000
Median salary % change year-on-year +1.18% +6.25% -
10th Percentile £26,675 £26,950 £26,250
90th Percentile £65,000 £62,500 £59,775
Somerset median annual salary £43,625 £41,377 £40,000
% change year-on-year +5.43% +3.44% +6.67%

Data Modelling
Job Vacancy Trend in Bath

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

Job vacancy trend for Data Modelling in Bath

Data Modelling
Salary Trend in Bath

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

Salary trend for Data Modelling in Bath

For the 6 months to 22 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 Bath region with a requirement for Data Modelling.

1 4 (100.00%) SQL
1 4 (100.00%) SQL Server
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Agile Software Development
1 4 (100.00%) SQL Server Reporting Services
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) SQL Server Analysis Services
2 3 (75.00%) T-SQL
3 2 (50.00%) SharePoint
3 2 (50.00%) ETL
3 2 (50.00%) Microsoft
3 2 (50.00%) Dimensional Modelling
3 2 (50.00%) Relational Database
3 2 (50.00%) Decision-Making
4 1 (25.00%) Microsoft Power View
4 1 (25.00%) Power BI
4 1 (25.00%) SQL Optimisation
4 1 (25.00%) Digital Transformation Programme
4 1 (25.00%) Data Integration
4 1 (25.00%) Git (software)
4 1 (25.00%) PowerPivot
4 1 (25.00%) Data Analytics
4 1 (25.00%) SQL Server 2012
4 1 (25.00%) Analytics
4 1 (25.00%) Finance
4 1 (25.00%) Scrum
4 1 (25.00%) Microsoft Analysis Services
4 1 (25.00%) Data Mining
4 1 (25.00%) Visual Studio

Data Modelling
Co-occurring IT Skills in Bath 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 2 (50.00%) SharePoint
Database & Business Intelligence
1 4 (100.00%) Data Warehouse
1 4 (100.00%) SQL Server
1 4 (100.00%) SQL Server Analysis Services
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) SQL Server Reporting Services
2 2 (50.00%) Relational Database
3 1 (25.00%) Data Mining
3 1 (25.00%) Microsoft Analysis Services
3 1 (25.00%) Microsoft Power View
3 1 (25.00%) Power BI
3 1 (25.00%) PowerPivot
3 1 (25.00%) SQL Server 2012
Development Applications
1 1 (25.00%) Git (software)
1 1 (25.00%) Visual Studio
General
1 1 (25.00%) Finance
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Business Intelligence Analyst
1 2 (50.00%) Business Intelligence Developer
1 2 (50.00%) Developer
2 1 (25.00%) CRM Analyst
2 1 (25.00%) SQL Analyst
2 1 (25.00%) SQL BI Developer
2 1 (25.00%) SQL Developer
2 1 (25.00%) SSAS Developer
2 1 (25.00%) SSIS Analyst
2 1 (25.00%) SSIS Developer
2 1 (25.00%) SSRS Analyst
2 1 (25.00%) SSRS Developer
Processes & Methodologies
1 4 (100.00%) Agile Software Development
1 4 (100.00%) Business Intelligence
2 2 (50.00%) Decision-Making
2 2 (50.00%) Dimensional Modelling
2 2 (50.00%) ETL
3 1 (25.00%) Analytics
3 1 (25.00%) CRM
3 1 (25.00%) Data Analytics
3 1 (25.00%) Data Integration
3 1 (25.00%) Digital Transformation Programme
3 1 (25.00%) Scrum
3 1 (25.00%) SQL Optimisation
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) T-SQL
Vendors
1 2 (50.00%) Microsoft