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

Data Modelling
South West > Somerset
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 61 102 96
Rank change year-on-year +41 -6 +13
Permanent jobs citing Data Modelling 54 14 9
As % of all permanent IT jobs advertised in Somerset 4.34% 1.14% 0.72%
As % of the Processes & Methodologies category 4.82% 1.26% 0.81%
Number of salaries quoted 47 14 9
Somerset median annual salary £40,000 £30,125 £50,000
Median salary % change year-on-year +32.78% -39.75% +42.86%
10th Percentile £32,450 £26,250 £20,500
90th Percentile £58,750 £44,875 £69,000
South West median annual salary £41,626 £42,500 £45,000
% change year-on-year -2.06% -5.56% +8.11%

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 1,120 1,115 1,107
As % of all permanent IT jobs advertised in Somerset 90.10% 90.87% 88.99%
Number of salaries quoted 959 934 934
Somerset median annual salary £41,500 £40,000 £37,500
Median salary % change year-on-year +3.75% +6.67% +7.14%
10th Percentile £26,950 £26,075 £25,000
90th Percentile £60,000 £57,500 £55,000
South West median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% +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 22 January 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 January 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 35 £38,500 +36.89%
Taunton - 14 £41,626 - 3
Data Modelling
South West

For the 6 months to 22 January 2018, 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 39 (72.22%) Business Intelligence
2 33 (61.11%) SQL Server
2 33 (61.11%) SQL Server Reporting Services
3 32 (59.26%) SQL Server Integration Services
4 31 (57.41%) SQL
5 29 (53.70%) ETL
6 28 (51.85%) Data Warehouse
7 27 (50.00%) T-SQL
8 20 (37.04%) Microsoft
8 20 (37.04%) Stakeholder Management
8 20 (37.04%) Data Architecture
9 19 (35.19%) SQL Server Analysis Services
9 19 (35.19%) Analytical Skills
10 17 (31.48%) Data Analysis
11 16 (29.63%) Data Mining
12 14 (25.93%) SQL Server 2008
13 13 (24.07%) QlikView
13 13 (24.07%) Big Data
13 13 (24.07%) BusinessObjects
14 12 (22.22%) Data Structures
14 12 (22.22%) Geospatial Data
15 11 (20.37%) SDLC
15 11 (20.37%) Stakeholder Engagement
15 11 (20.37%) QA
15 11 (20.37%) BusinessObjects Dashboards
16 10 (18.52%) Programme Management
16 10 (18.52%) Agile Software Development
16 10 (18.52%) SAP
17 9 (16.67%) TOGAF
17 9 (16.67%) Manufacturing

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 2 (3.70%) nginx
2 1 (1.85%) SharePoint
Applications
1 1 (1.85%) MS Visio
Business Applications
1 1 (1.85%) SAP Hybris
Cloud Services
1 2 (3.70%) Amazon AWS
1 2 (3.70%) Amazon EC2
2 1 (1.85%) Azure Data Factory
2 1 (1.85%) Microsoft Azure
Communications & Networking
1 2 (3.70%) SMS
2 1 (1.85%) Skype
Database & Business Intelligence
1 33 (61.11%) SQL Server
1 33 (61.11%) SQL Server Reporting Services
2 32 (59.26%) SQL Server Integration Services
3 28 (51.85%) Data Warehouse
4 19 (35.19%) SQL Server Analysis Services
5 16 (29.63%) Data Mining
6 14 (25.93%) SQL Server 2008
7 13 (24.07%) Big Data
7 13 (24.07%) BusinessObjects
7 13 (24.07%) QlikView
8 12 (22.22%) Geospatial Data
9 11 (20.37%) BusinessObjects Dashboards
10 9 (16.67%) NoSQL
10 9 (16.67%) SQL Server 2014
11 4 (7.41%) Power BI
12 3 (5.56%) Business Intelligence Development Studio
12 3 (5.56%) RDBMS
12 3 (5.56%) Relational Database
12 3 (5.56%) SSDT
12 3 (5.56%) Star Schema
Development Applications
1 1 (1.85%) Cucumber
1 1 (1.85%) JUnit
1 1 (1.85%) Selenium
General
1 9 (16.67%) Electronics
1 9 (16.67%) Finance
1 9 (16.67%) Manufacturing
1 9 (16.67%) Marketing
1 9 (16.67%) Telecoms
2 1 (1.85%) Automotive
2 1 (1.85%) Retail
Job Titles
1 30 (55.56%) Developer
2 28 (51.85%) Business Intelligence Developer
3 19 (35.19%) Architect
4 18 (33.33%) Data Architect
5 15 (27.78%) SQL BI Developer
5 15 (27.78%) SQL Developer
6 14 (25.93%) Business Developer
7 12 (22.22%) SQL Server BI Developer
7 12 (22.22%) SQL Server Developer
8 11 (20.37%) Senior Architect
8 11 (20.37%) Senior Data Architect
8 11 (20.37%) SSRS Developer
9 9 (16.67%) SSIS Developer
10 3 (5.56%) Big Data Architect
10 3 (5.56%) Business Intelligence Lead
10 3 (5.56%) NoSQL Architect
11 2 (3.70%) Python Developer
11 2 (3.70%) Team Leader
12 1 (1.85%) Business Consultant
12 1 (1.85%) SAP BusinessObjects (BO) Developer
Libraries, Frameworks & Software Standards
1 3 (5.56%) XML
2 2 (3.70%) Django
2 2 (3.70%) React
2 2 (3.70%) REST
2 2 (3.70%) Web Services
3 1 (1.85%) AngularJS
3 1 (1.85%) Hibernate
3 1 (1.85%) jQuery
3 1 (1.85%) JSF
3 1 (1.85%) MDX
3 1 (1.85%) Servlets
3 1 (1.85%) Spring
3 1 (1.85%) Spring MVC
3 1 (1.85%) Spring Security
Miscellaneous
1 19 (35.19%) Analytical Skills
2 12 (22.22%) Data Structures
3 3 (5.56%) Management Information System
Processes & Methodologies
1 39 (72.22%) Business Intelligence
2 29 (53.70%) ETL
3 20 (37.04%) Data Architecture
3 20 (37.04%) Stakeholder Management
4 17 (31.48%) Data Analysis
5 11 (20.37%) SDLC
5 11 (20.37%) Stakeholder Engagement
6 10 (18.52%) Agile Software Development
6 10 (18.52%) Programme Management
7 9 (16.67%) Digital Marketing
7 9 (16.67%) Machine Learning
7 9 (16.67%) TOGAF
8 8 (14.81%) Data Engineering
8 8 (14.81%) Data Management
8 8 (14.81%) Software Engineering
9 7 (12.96%) Master Data Management
10 6 (11.11%) Change Management
10 6 (11.11%) Information Architecture
11 5 (9.26%) Risk Management
11 5 (9.26%) Vulnerability Assessment
Programming Languages
1 31 (57.41%) SQL
2 27 (50.00%) T-SQL
3 2 (3.70%) Python
4 1 (1.85%) JavaScript
4 1 (1.85%) R
Qualifications
1 1 (1.85%) APMP
1 1 (1.85%) SC Cleared
1 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 11 (20.37%) QA
2 2 (3.70%) Data Quality
System Software
1 2 (3.70%) Docker
Systems Management
1 1 (1.85%) Systems Management Server (SMS)
Vendors
1 20 (37.04%) Microsoft
2 10 (18.52%) SAP
3 1 (1.85%) Capita
3 1 (1.85%) Hortonworks
3 1 (1.85%) hybris
3 1 (1.85%) IDERA
3 1 (1.85%) RedGate
3 1 (1.85%) Tableau
3 1 (1.85%) Talend