Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Somerset > Bath
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 49 54 52
Rank change year-on-year +5 -2 +12
Permanent jobs citing Data Modelling 11 38 23
As % of all permanent IT jobs advertised in Bath 2.42% 4.56% 3.57%
As % of the Processes & Methodologies category 2.59% 4.83% 3.88%
Number of salaries quoted 11 25 23
Bath median annual salary £39,000 £48,500 £42,500
Median salary % change year-on-year -19.59% +14.12% -15.00%
10th Percentile £31,250 £34,050 £30,750
90th Percentile £42,500 £58,750 £47,500
Somerset median annual salary £36,750 £47,500 £43,828
% change year-on-year -22.63% +8.38% -25.40%

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 424 786 593
As % of all permanent IT jobs advertised in Bath 93.39% 94.24% 92.08%
Number of salaries quoted 373 595 573
Bath median annual salary £40,500 £42,500 £40,000
Median salary % change year-on-year -4.71% +6.25% +6.67%
10th Percentile £27,075 £27,500 £30,000
90th Percentile £60,000 £67,500 £57,500
Somerset median annual salary £40,500 £40,000 £40,000
% change year-on-year +1.25% - +9.59%

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 16 August 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 11 (100.00%) SQL
1 11 (100.00%) SQL Server Integration Services
2 9 (81.82%) SQL Server
3 8 (72.73%) Data Warehouse
3 8 (72.73%) SQL Server Reporting Services
3 8 (72.73%) ETL
3 8 (72.73%) Business Intelligence
4 7 (63.64%) T-SQL
4 7 (63.64%) SQL Server Analysis Services
5 6 (54.55%) Relational Database
6 5 (45.45%) Agile Software Development
7 4 (36.36%) Microsoft
7 4 (36.36%) Scrum
7 4 (36.36%) Visual Studio
8 3 (27.27%) PRINCE2
8 3 (27.27%) Python
8 3 (27.27%) VB
8 3 (27.27%) .NET
8 3 (27.27%) C#
8 3 (27.27%) SharePoint
8 3 (27.27%) RDBMS
8 3 (27.27%) Data Management
8 3 (27.27%) Marketing
8 3 (27.27%) Analytical Skills
8 3 (27.27%) Team Foundation Server
8 3 (27.27%) SSDT
8 3 (27.27%) Dimensional Modelling
8 3 (27.27%) R
8 3 (27.27%) PowerPivot
8 3 (27.27%) Microsoft Power View

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 3 (27.27%) SharePoint
Applications
1 2 (18.18%) Microsoft Excel
Database & Business Intelligence
1 11 (100.00%) SQL Server Integration Services
2 9 (81.82%) SQL Server
3 8 (72.73%) Data Warehouse
3 8 (72.73%) SQL Server Reporting Services
4 7 (63.64%) SQL Server Analysis Services
5 6 (54.55%) Relational Database
6 3 (27.27%) Microsoft Power View
6 3 (27.27%) Power BI
6 3 (27.27%) PowerPivot
6 3 (27.27%) RDBMS
6 3 (27.27%) SSDT
7 2 (18.18%) Microsoft Analysis Services
8 1 (9.09%) Data Mining
8 1 (9.09%) QlikView
8 1 (9.09%) SQL Server 2008
8 1 (9.09%) SQL Server 2012
8 1 (9.09%) SQL Server 2014
Development Applications
1 4 (36.36%) Visual Studio
2 3 (27.27%) Team Foundation Server
3 1 (9.09%) Git (software)
General
1 3 (27.27%) Marketing
2 1 (9.09%) Finance
Job Titles
1 8 (72.73%) Developer
2 5 (45.45%) Business Intelligence Developer
3 3 (27.27%) Analyst
3 3 (27.27%) Business Intelligence Analyst
4 2 (18.18%) CRM Analyst
4 2 (18.18%) SQL Analyst
4 2 (18.18%) SQL BI Developer
4 2 (18.18%) SQL Developer
4 2 (18.18%) SSIS Analyst
4 2 (18.18%) SSIS Developer
4 2 (18.18%) SSRS Analyst
4 2 (18.18%) SSRS Developer
5 1 (9.09%) Database Developer
5 1 (9.09%) Senior Developer
5 1 (9.09%) SQL Server BI Developer
5 1 (9.09%) SQL Server Developer
5 1 (9.09%) SSAS Developer
Libraries, Frameworks & Software Standards
1 3 (27.27%) .NET
Miscellaneous
1 3 (27.27%) Analytical Skills
2 1 (9.09%) Data Structures
Processes & Methodologies
1 8 (72.73%) Business Intelligence
1 8 (72.73%) ETL
2 5 (45.45%) Agile Software Development
3 4 (36.36%) Scrum
4 3 (27.27%) Data Management
4 3 (27.27%) Decision-Making
4 3 (27.27%) Dimensional Modelling
4 3 (27.27%) ETL Development
4 3 (27.27%) PRINCE2
4 3 (27.27%) SQL Optimisation
5 2 (18.18%) CRM
6 1 (9.09%) Analytics
6 1 (9.09%) Data Analysis
6 1 (9.09%) Data Analytics
6 1 (9.09%) Data Integration
6 1 (9.09%) Digital Transformation Programme
6 1 (9.09%) Problem-Solving
6 1 (9.09%) Stakeholder Management
Programming Languages
1 11 (100.00%) SQL
2 7 (63.64%) T-SQL
3 3 (27.27%) C#
3 3 (27.27%) Python
3 3 (27.27%) R
3 3 (27.27%) VB
Vendors
1 4 (36.36%) Microsoft