Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Somerset
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 51 94 103
Rank change year-on-year +43 +9 +8
Permanent jobs citing Data Modelling 73 24 10
As % of all permanent IT jobs advertised in Somerset 5.45% 1.82% 0.80%
As % of the Processes & Methodologies category 6.04% 2.01% 0.92%
Number of salaries quoted 56 24 9
Somerset median annual salary £40,000 £42,500 £60,000
Median salary % change year-on-year -5.88% -29.17% +20.00%
10th Percentile £32,375 £26,250 £37,100
90th Percentile £58,750 £47,500 £69,000
South West median annual salary £42,500 £42,500 £47,500
% change year-on-year - -10.53% +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 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 1209 1196 1089
As % of all permanent IT jobs advertised in Somerset 90.22% 90.81% 86.98%
Number of salaries quoted 996 1011 941
Somerset median annual salary £40,750 £40,000 £37,500
Median salary % change year-on-year +1.88% +6.67% +7.14%
10th Percentile £26,250 £26,250 £24,000
90th Percentile £58,750 £57,500 £55,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 20 November 2017.

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 20 November 2017. 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 +22 54 £40,000 +8.11% 5
Taunton - 13 £47,500 -
Clevedon - 1 £42,500 -
Data Modelling
South West

For the 6 months to 20 November 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Somerset region with a requirement for Data Modelling.

1 54 (73.97%) Business Intelligence
2 50 (68.49%) SQL Server
3 49 (67.12%) SQL Server Reporting Services
4 43 (58.90%) SQL
5 42 (57.53%) SQL Server Integration Services
6 38 (52.05%) T-SQL
7 36 (49.32%) Microsoft
7 36 (49.32%) Data Architecture
8 32 (43.84%) Data Warehouse
9 31 (42.47%) SQL Server Analysis Services
10 29 (39.73%) ETL
11 25 (34.25%) SQL Server 2008
12 22 (30.14%) Programme Management
12 22 (30.14%) SAP
13 21 (28.77%) Stakeholder Management
13 21 (28.77%) Electronics
13 21 (28.77%) Telecoms
13 21 (28.77%) Finance
13 21 (28.77%) Manufacturing
13 21 (28.77%) Marketing
13 21 (28.77%) Digital Marketing
13 21 (28.77%) Analytical Skills
14 20 (27.40%) Agile Software Development
15 18 (24.66%) Data Mining
16 17 (23.29%) QlikView
16 17 (23.29%) Data Analysis
17 15 (20.55%) Scrum
17 15 (20.55%) RDBMS
17 15 (20.55%) Relational Database
17 15 (20.55%) Kimball Methodology

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 5 (6.85%) SharePoint
2 2 (2.74%) nginx
3 1 (1.37%) CMS
3 1 (1.37%) Umbraco
Applications
1 2 (2.74%) MS Visio
Business Applications
1 1 (1.37%) SAP Hybris
Cloud Services
1 2 (2.74%) Amazon AWS
1 2 (2.74%) Amazon EC2
1 2 (2.74%) Microsoft Azure
2 1 (1.37%) Azure Data Factory
2 1 (1.37%) npm
Communications & Networking
1 5 (6.85%) Skype
Database & Business Intelligence
1 50 (68.49%) SQL Server
2 49 (67.12%) SQL Server Reporting Services
3 42 (57.53%) SQL Server Integration Services
4 32 (43.84%) Data Warehouse
5 31 (42.47%) SQL Server Analysis Services
6 25 (34.25%) SQL Server 2008
7 18 (24.66%) Data Mining
8 17 (23.29%) QlikView
9 15 (20.55%) RDBMS
9 15 (20.55%) Relational Database
10 14 (19.18%) BusinessObjects
10 14 (19.18%) Star Schema
11 12 (16.44%) BusinessObjects Dashboards
11 12 (16.44%) NoSQL
12 11 (15.07%) Big Data
13 10 (13.70%) Geospatial Data
14 8 (10.96%) Power BI
14 8 (10.96%) SQL Server 2014
15 4 (5.48%) Business Intelligence Development Studio
16 3 (4.11%) SSDT
Development Applications
1 1 (1.37%) Cucumber
1 1 (1.37%) JUnit
1 1 (1.37%) NuGet
1 1 (1.37%) NUnit
1 1 (1.37%) Rhino Mocks
1 1 (1.37%) Selenium
1 1 (1.37%) Talend Open Studio
1 1 (1.37%) Team Foundation Server
1 1 (1.37%) Visual Studio
1 1 (1.37%) Visual Studio Team System
1 1 (1.37%) VSS/SourceSafe
1 1 (1.37%) webpack
General
1 21 (28.77%) Electronics
1 21 (28.77%) Finance
1 21 (28.77%) Manufacturing
1 21 (28.77%) Marketing
1 21 (28.77%) Telecoms
2 1 (1.37%) Publishing
2 1 (1.37%) Retail
Job Titles
1 38 (52.05%) Developer
2 35 (47.95%) Business Intelligence Developer
3 24 (32.88%) Architect
4 23 (31.51%) Data Architect
5 15 (20.55%) SSRS Developer
6 14 (19.18%) Business Developer
7 13 (17.81%) SQL BI Developer
7 13 (17.81%) SQL Developer
8 10 (13.70%) Senior Architect
8 10 (13.70%) Senior Data Architect
8 10 (13.70%) SQL Server BI Developer
8 10 (13.70%) SQL Server Developer
9 9 (12.33%) Business Intelligence Lead
10 7 (9.59%) SSIS Developer
10 7 (9.59%) Team Leader
11 5 (6.85%) Big Data Architect
11 5 (6.85%) NoSQL Architect
12 2 (2.74%) Data Modeller
12 2 (2.74%) Python Developer
12 2 (2.74%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (6.85%) XML
2 2 (2.74%) Django
2 2 (2.74%) React
2 2 (2.74%) REST
2 2 (2.74%) Web Services
3 1 (1.37%) .NET
3 1 (1.37%) .NET Framework
3 1 (1.37%) AngularJS
3 1 (1.37%) ASP.NET Web API
3 1 (1.37%) CSS
3 1 (1.37%) Entity Framework
3 1 (1.37%) HTML
3 1 (1.37%) jQuery
3 1 (1.37%) JSF
3 1 (1.37%) MDX
3 1 (1.37%) Redux
3 1 (1.37%) Spring
3 1 (1.37%) Spring MVC
3 1 (1.37%) Spring Security
3 1 (1.37%) Unity DI Container
Miscellaneous
1 21 (28.77%) Analytical Skills
2 11 (15.07%) Data Structures
3 5 (6.85%) Management Information System
4 3 (4.11%) Computer Science
4 3 (4.11%) Renewable Energy
Processes & Methodologies
1 54 (73.97%) Business Intelligence
2 36 (49.32%) Data Architecture
3 29 (39.73%) ETL
4 22 (30.14%) Programme Management
5 21 (28.77%) Digital Marketing
5 21 (28.77%) Stakeholder Management
6 20 (27.40%) Agile Software Development
7 17 (23.29%) Data Analysis
8 15 (20.55%) Kimball Methodology
8 15 (20.55%) Scrum
8 15 (20.55%) Strategic Thinking
9 14 (19.18%) Creative Problem-Solving
10 13 (17.81%) Data Management
11 12 (16.44%) SDLC
11 12 (16.44%) Stakeholder Engagement
12 11 (15.07%) Logical Data Model
12 11 (15.07%) Machine Learning
12 11 (15.07%) Physical Data Model
12 11 (15.07%) TOGAF
13 10 (13.70%) Software Engineering
Programming Languages
1 43 (58.90%) SQL
2 38 (52.05%) T-SQL
3 2 (2.74%) JavaScript
3 2 (2.74%) Python
4 1 (1.37%) C#
4 1 (1.37%) R
4 1 (1.37%) TypeScript
Qualifications
1 3 (4.11%) Degree
2 1 (1.37%) APMP
Quality Assurance & Compliance
1 12 (16.44%) QA
2 3 (4.11%) Data Quality
System Software
1 2 (2.74%) Docker
Systems Management
1 1 (1.37%) Systems Management Server (SMS)
Vendors
1 36 (49.32%) Microsoft
2 22 (30.14%) SAP
3 1 (1.37%) Capita
3 1 (1.37%) Hortonworks
3 1 (1.37%) hybris
3 1 (1.37%) IDERA
3 1 (1.37%) RedGate
3 1 (1.37%) Tableau
3 1 (1.37%) Talend