Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Somerset
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 77 104 102
Rank change year-on-year +27 -2 -15
Permanent jobs citing Data Modelling 32 12 6
As % of all permanent IT jobs advertised in Somerset 2.88% 0.94% 0.48%
As % of the Processes & Methodologies category 3.17% 1.01% 0.55%
Number of salaries quoted 31 9 6
Somerset median annual salary £40,000 £32,500 £42,500
Median salary % change year-on-year +23.08% -23.53% -22.73%
10th Percentile £32,750 £26,250 £20,500
90th Percentile £46,493 £51,000 £52,892
South West median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -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 1,009 1,193 1,087
As % of all permanent IT jobs advertised in Somerset 90.74% 93.35% 87.73%
Number of salaries quoted 859 918 958
Somerset median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% +7.14%
10th Percentile £27,197 £26,600 £26,600
90th Percentile £60,050 £60,000 £56,250
South West median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% +1.27%

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 23 April 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 23 April 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 +6 19 £38,500 +40.00% 3
Taunton +21 11 £41,626 +4.07%
Data Modelling
South West

For the 6 months to 23 April 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 19 (59.38%) SQL
1 19 (59.38%) Business Intelligence
2 18 (56.25%) SQL Server Integration Services
3 17 (53.13%) ETL
3 17 (53.13%) SQL Server
4 16 (50.00%) Analytical Skills
5 15 (46.88%) SQL Server Reporting Services
6 14 (43.75%) Data Analysis
6 14 (43.75%) Microsoft
7 13 (40.63%) Data Warehouse
8 11 (34.38%) T-SQL
8 11 (34.38%) Data Architecture
9 9 (28.13%) SQL Server 2008
9 9 (28.13%) QlikView
9 9 (28.13%) Data Structures
9 9 (28.13%) Big Data
9 9 (28.13%) Geospatial Data
10 8 (25.00%) Problem-Solving
11 7 (21.88%) Marketing
11 7 (21.88%) Agile Software Development
12 6 (18.75%) TOGAF
12 6 (18.75%) Finance
12 6 (18.75%) Stakeholder Management
12 6 (18.75%) SQL Server 2014
12 6 (18.75%) SSDT
13 5 (15.63%) Machine Learning
13 5 (15.63%) Relational Database
13 5 (15.63%) Data Engineering
13 5 (15.63%) NoSQL
13 5 (15.63%) Risk Management

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 (6.25%) nginx
2 1 (3.13%) SAS
2 1 (3.13%) SharePoint
Applications
1 2 (6.25%) Microsoft Excel
2 1 (3.13%) Microsoft Project
2 1 (3.13%) SPSS
Cloud Services
1 2 (6.25%) Amazon AWS
1 2 (6.25%) Amazon EC2
Communications & Networking
1 2 (6.25%) SMS
Database & Business Intelligence
1 18 (56.25%) SQL Server Integration Services
2 17 (53.13%) SQL Server
3 15 (46.88%) SQL Server Reporting Services
4 13 (40.63%) Data Warehouse
5 9 (28.13%) Big Data
5 9 (28.13%) Geospatial Data
5 9 (28.13%) QlikView
5 9 (28.13%) SQL Server 2008
6 6 (18.75%) SQL Server 2014
6 6 (18.75%) SSDT
7 5 (15.63%) NoSQL
7 5 (15.63%) Relational Database
8 4 (12.50%) RDBMS
8 4 (12.50%) SQL Server Analysis Services
9 3 (9.38%) Business Intelligence Development Studio
10 2 (6.25%) Amazon RDS
10 2 (6.25%) Data Mining
10 2 (6.25%) Microsoft Power View
10 2 (6.25%) Power BI
10 2 (6.25%) PowerPivot
Development Applications
1 3 (9.38%) Team Foundation Server
1 3 (9.38%) Visual Studio
General
1 7 (21.88%) Marketing
2 6 (18.75%) Finance
3 4 (12.50%) Electronics
3 4 (12.50%) Manufacturing
3 4 (12.50%) Telecoms
4 1 (3.13%) Automotive
Job Titles
1 18 (56.25%) Developer
2 13 (40.63%) Business Intelligence Developer
3 11 (34.38%) Architect
3 11 (34.38%) Data Architect
3 11 (34.38%) SQL BI Developer
3 11 (34.38%) SQL Developer
4 9 (28.13%) SQL Server BI Developer
4 9 (28.13%) SQL Server Developer
5 8 (25.00%) Senior Architect
5 8 (25.00%) Senior Data Architect
6 7 (21.88%) SSRS Developer
7 5 (15.63%) SSIS Developer
8 3 (9.38%) Analyst
9 2 (6.25%) Business Intelligence Analyst
9 2 (6.25%) Python Developer
9 2 (6.25%) Senior Developer
10 1 (3.13%) Database Developer
10 1 (3.13%) Information Analyst
10 1 (3.13%) SAP BusinessObjects (BO) Developer
10 1 (3.13%) Senior Analyst
Libraries, Frameworks & Software Standards
1 3 (9.38%) .NET
2 2 (6.25%) Django
2 2 (6.25%) React
2 2 (6.25%) REST
2 2 (6.25%) Web Services
Miscellaneous
1 16 (50.00%) Analytical Skills
2 9 (28.13%) Data Structures
3 2 (6.25%) Management Information System
3 2 (6.25%) NHS
4 1 (3.13%) Self-Motivation
Processes & Methodologies
1 19 (59.38%) Business Intelligence
2 17 (53.13%) ETL
3 14 (43.75%) Data Analysis
4 11 (34.38%) Data Architecture
5 8 (25.00%) Problem-Solving
6 7 (21.88%) Agile Software Development
7 6 (18.75%) Stakeholder Management
7 6 (18.75%) TOGAF
8 5 (15.63%) Data Engineering
8 5 (15.63%) IT Strategy
8 5 (15.63%) Machine Learning
8 5 (15.63%) Risk Management
8 5 (15.63%) Scrum
8 5 (15.63%) Software Engineering
8 5 (15.63%) Vulnerability Assessment
9 4 (12.50%) Data Science
9 4 (12.50%) Data Security
9 4 (12.50%) Digital Marketing
9 4 (12.50%) ETL Development
9 4 (12.50%) Programme Management
Programming Languages
1 19 (59.38%) SQL
2 11 (34.38%) T-SQL
3 5 (15.63%) Python
4 3 (9.38%) C#
4 3 (9.38%) R
4 3 (9.38%) VB
Qualifications
1 2 (6.25%) Security Cleared
2 1 (3.13%) Degree
2 1 (3.13%) SC Cleared
2 1 (3.13%) TOGAF Certification
Quality Assurance & Compliance
1 1 (3.13%) HL7
1 1 (3.13%) SNOMED CT
System Software
1 2 (6.25%) Docker
Vendors
1 14 (43.75%) Microsoft
2 4 (12.50%) SAP
3 1 (3.13%) Alteryx
3 1 (3.13%) Capita
3 1 (3.13%) Tableau