Period
to 22 July 2018

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

Data Modelling
South West > Somerset
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 72 82 93
Rank change year-on-year +10 +11 -9
Permanent jobs citing Data Modelling 22 41 20
As % of all permanent IT jobs advertised in Somerset 2.29% 3.03% 1.53%
As % of the Processes & Methodologies category 2.53% 3.25% 1.69%
Number of salaries quoted 20 26 20
Somerset median annual salary £38,500 £42,500 £45,000
Median salary % change year-on-year -9.41% -5.56% -28.00%
10th Percentile £27,000 £33,375 £35,000
90th Percentile £47,843 £58,125 £47,500
South West median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -7.78%

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 Somerset with a requirement for process or methodology skills.

All Process and Methodology Skills
Somerset
Permanent vacancies with a requirement for process or methodology skills 871 1,261 1,182
As % of all permanent IT jobs advertised in Somerset 90.82% 93.06% 90.16%
Number of salaries quoted 741 957 1,048
Somerset median annual salary £40,500 £40,000 £40,000
Median salary % change year-on-year +1.25% - +14.29%
10th Percentile £27,000 £26,250 £27,500
90th Percentile £62,500 £61,250 £57,500
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Data Modelling
Job Vacancy Trend in Somerset

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

Job vacancy trend for Data Modelling in Somerset

Data Modelling
Salary Trend in Somerset

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

Salary trend for Data Modelling in Somerset

Data Modelling
Salary Histogram in Somerset

The salary distribution of IT jobs citing Data Modelling in Somerset over the 6 months to 22 July 2018.

Salary histogram for Data Modelling in Somerset

Data Modelling
Job Locations in Somerset

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Somerset region over the 6 months to 22 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
Bath +7 11 £39,000 -5.45%
Portishead - 7 £27,000 -
Street -1 2 - -
Taunton +4 1 £44,471 +1.65% 1
Data Modelling
South West

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

1 16 (72.73%) SQL Server
2 13 (59.09%) SQL
2 13 (59.09%) SQL Server Integration Services
3 12 (54.55%) Agile Software Development
4 11 (50.00%) Scrum
4 11 (50.00%) Business Intelligence
5 10 (45.45%) C#
5 10 (45.45%) .NET
5 10 (45.45%) SharePoint
6 9 (40.91%) CRM
6 9 (40.91%) SQL Server Reporting Services
7 8 (36.36%) Data Warehouse
7 8 (36.36%) Degree
8 7 (31.82%) jQuery
8 7 (31.82%) RESTful
8 7 (31.82%) Microsoft Azure
8 7 (31.82%) Web Development
8 7 (31.82%) Mathematics
8 7 (31.82%) Physics
8 7 (31.82%) Computer Science
8 7 (31.82%) Umbraco
8 7 (31.82%) ASP.NET Web API
8 7 (31.82%) Presales
8 7 (31.82%) Redux
8 7 (31.82%) Dynamics 365
8 7 (31.82%) ETL
8 7 (31.82%) OOP
8 7 (31.82%) OO
8 7 (31.82%) JavaScript
8 7 (31.82%) T-SQL

Data Modelling
Co-occurring IT Skills in Somerset 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 10 (45.45%) SharePoint
2 7 (31.82%) CMS
2 7 (31.82%) Umbraco
3 1 (4.55%) SAS
Applications
1 2 (9.09%) Microsoft Excel
2 1 (4.55%) Microsoft Office
2 1 (4.55%) Microsoft Project
2 1 (4.55%) SPSS
Business Applications
1 7 (31.82%) Dynamics CRM
Cloud Services
1 7 (31.82%) Dynamics 365
1 7 (31.82%) Microsoft Azure
Database & Business Intelligence
1 16 (72.73%) SQL Server
2 13 (59.09%) SQL Server Integration Services
3 9 (40.91%) SQL Server Reporting Services
4 8 (36.36%) Data Warehouse
5 6 (27.27%) Relational Database
5 6 (27.27%) SQL Server Analysis Services
6 3 (13.64%) Power BI
6 3 (13.64%) RDBMS
6 3 (13.64%) SSDT
7 2 (9.09%) Microsoft Analysis Services
7 2 (9.09%) Microsoft Power View
7 2 (9.09%) PowerPivot
8 1 (4.55%) Data Mining
8 1 (4.55%) QlikView
8 1 (4.55%) Spotfire
8 1 (4.55%) SQL Server 2008
8 1 (4.55%) SQL Server 2014
Development Applications
1 3 (13.64%) Team Foundation Server
1 3 (13.64%) Visual Studio
2 1 (4.55%) SQL Server Management Studio (SSMS)
General
1 7 (31.82%) Games
2 3 (13.64%) Marketing
3 2 (9.09%) Finance
3 2 (9.09%) Manufacturing
Job Titles
1 15 (68.18%) Developer
2 8 (36.36%) Consultant
3 7 (31.82%) Graduate
3 7 (31.82%) Graduate Consultant
3 7 (31.82%) Graduate Developer
3 7 (31.82%) Graduate Software Consultant
3 7 (31.82%) Graduate Software Developer
3 7 (31.82%) Software Consultant
3 7 (31.82%) Software Developer
4 5 (22.73%) Analyst
5 4 (18.18%) Business Intelligence Developer
6 3 (13.64%) Business Intelligence Analyst
7 2 (9.09%) CRM Analyst
7 2 (9.09%) Project Manager
7 2 (9.09%) SQL Analyst
7 2 (9.09%) SSIS Analyst
7 2 (9.09%) SSIS Developer
7 2 (9.09%) SSRS Analyst
7 2 (9.09%) SSRS Developer
8 1 (4.55%) Business Intelligence Project Manager
Libraries, Frameworks & Software Standards
1 10 (45.45%) .NET
2 7 (31.82%) ASP.NET Web API
2 7 (31.82%) jQuery
2 7 (31.82%) Redux
2 7 (31.82%) RESTful
Miscellaneous
1 7 (31.82%) Computer Science
2 5 (22.73%) Analytical Skills
3 2 (9.09%) NHS
4 1 (4.55%) Data Structures
4 1 (4.55%) Self-Motivation
Processes & Methodologies
1 12 (54.55%) Agile Software Development
2 11 (50.00%) Business Intelligence
2 11 (50.00%) Scrum
3 9 (40.91%) CRM
4 7 (31.82%) ETL
4 7 (31.82%) Mathematics
4 7 (31.82%) MVC
4 7 (31.82%) OO
4 7 (31.82%) OOP
4 7 (31.82%) Physics
4 7 (31.82%) Presales
4 7 (31.82%) TDD
4 7 (31.82%) Web Development
5 6 (27.27%) Decision-Making
6 4 (18.18%) Data Management
6 4 (18.18%) PRINCE2
7 3 (13.64%) Analytics
7 3 (13.64%) Dimensional Modelling
7 3 (13.64%) ETL Development
7 3 (13.64%) Problem-Solving
Programming Languages
1 13 (59.09%) SQL
2 10 (45.45%) C#
3 7 (31.82%) JavaScript
3 7 (31.82%) T-SQL
4 4 (18.18%) Python
4 4 (18.18%) R
5 3 (13.64%) VB
Qualifications
1 8 (36.36%) Degree
2 1 (4.55%) Security Cleared
2 1 (4.55%) TOGAF Certification
Quality Assurance & Compliance
1 1 (4.55%) HL7
1 1 (4.55%) SNOMED CT
Systems Management
1 1 (4.55%) Systems Management Server (SMS)
Vendors
1 5 (22.73%) Microsoft
2 2 (9.09%) Tableau
3 1 (4.55%) Alteryx