Period
to 20 November 2017

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

Data Modelling
Somerset > Bath
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 35 57 59
Rank change year-on-year +22 +2 +25
Permanent jobs citing Data Modelling 54 20 9
As % of all permanent IT jobs advertised in Bath 7.03% 3.28% 1.56%
As % of the Processes & Methodologies category 7.64% 3.68% 1.83%
Number of salaries quoted 44 20 8
Bath median annual salary £40,000 £37,000 £61,250
Median salary % change year-on-year +8.11% -39.59% +22.50%
10th Percentile £31,825 £26,250 £43,875
90th Percentile £58,750 £47,500 £69,125
Somerset median annual salary £40,000 £42,500 £60,000
% change year-on-year -5.88% -29.17% +20.00%

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 707 543 493
As % of all permanent IT jobs advertised in Bath 92.06% 89.02% 85.29%
Number of salaries quoted 603 508 465
Bath median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +14.29%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £60,000 £60,000 £63,750
Somerset median annual salary £40,750 £40,000 £37,500
% change year-on-year +1.88% +6.67% +7.14%

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

Data Modelling
Salary Histogram in Bath

The salary distribution of IT jobs citing Data Modelling in Bath over the 6 months to 20 November 2017.

Salary histogram for Data Modelling in Bath

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 Bath region with a requirement for Data Modelling.

1 50 (92.59%) Business Intelligence
2 46 (85.19%) SQL Server Reporting Services
3 45 (83.33%) SQL Server
4 39 (72.22%) SQL
4 39 (72.22%) SQL Server Integration Services
5 36 (66.67%) T-SQL
6 32 (59.26%) Microsoft
7 29 (53.70%) SQL Server Analysis Services
7 29 (53.70%) Data Warehouse
8 26 (48.15%) Data Architecture
9 25 (46.30%) SQL Server 2008
9 25 (46.30%) ETL
10 20 (37.04%) SAP
10 20 (37.04%) Electronics
10 20 (37.04%) Telecoms
10 20 (37.04%) Finance
10 20 (37.04%) Manufacturing
10 20 (37.04%) Marketing
10 20 (37.04%) Programme Management
10 20 (37.04%) Digital Marketing
11 19 (35.19%) Stakeholder Management
12 16 (29.63%) QlikView
13 15 (27.78%) Scrum
13 15 (27.78%) Agile Software Development
13 15 (27.78%) RDBMS
13 15 (27.78%) Kimball Methodology
13 15 (27.78%) Relational Database
14 14 (25.93%) Creative Problem-Solving
14 14 (25.93%) Strategic Thinking
14 14 (25.93%) Star Schema

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 5 (9.26%) SharePoint
2 1 (1.85%) nginx
Cloud Services
1 1 (1.85%) Amazon AWS
1 1 (1.85%) Amazon EC2
1 1 (1.85%) Azure Data Factory
1 1 (1.85%) Microsoft Azure
Communications & Networking
1 5 (9.26%) Skype
Database & Business Intelligence
1 46 (85.19%) SQL Server Reporting Services
2 45 (83.33%) SQL Server
3 39 (72.22%) SQL Server Integration Services
4 29 (53.70%) Data Warehouse
4 29 (53.70%) SQL Server Analysis Services
5 25 (46.30%) SQL Server 2008
6 16 (29.63%) QlikView
7 15 (27.78%) RDBMS
7 15 (27.78%) Relational Database
8 14 (25.93%) Star Schema
9 12 (22.22%) BusinessObjects
10 11 (20.37%) Data Mining
11 10 (18.52%) BusinessObjects Dashboards
12 8 (14.81%) Power BI
12 8 (14.81%) SQL Server 2014
13 3 (5.56%) Business Intelligence Development Studio
14 2 (3.70%) PostgreSQL
14 2 (3.70%) SSDT
15 1 (1.85%) MySQL
15 1 (1.85%) OLAP
Development Applications
1 1 (1.85%) Talend Open Studio
1 1 (1.85%) Team Foundation Server
1 1 (1.85%) Visual Studio
1 1 (1.85%) VSS/SourceSafe
General
1 20 (37.04%) Electronics
1 20 (37.04%) Finance
1 20 (37.04%) Manufacturing
1 20 (37.04%) Marketing
1 20 (37.04%) Telecoms
Job Titles
1 33 (61.11%) Developer
2 32 (59.26%) Business Intelligence Developer
3 15 (27.78%) SSRS Developer
4 12 (22.22%) Architect
4 12 (22.22%) Business Developer
4 12 (22.22%) Data Architect
4 12 (22.22%) SQL BI Developer
4 12 (22.22%) SQL Developer
5 9 (16.67%) Business Intelligence Lead
5 9 (16.67%) SQL Server BI Developer
5 9 (16.67%) SQL Server Developer
6 7 (12.96%) SSIS Developer
6 7 (12.96%) Team Leader
7 1 (1.85%) Business Consultant
7 1 (1.85%) Business Intelligence Consultant
7 1 (1.85%) ETL Developer
7 1 (1.85%) Lead Developer
7 1 (1.85%) Python Developer
7 1 (1.85%) Senior Developer
7 1 (1.85%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (1.85%) Django
1 1 (1.85%) MDX
1 1 (1.85%) React
1 1 (1.85%) REST
1 1 (1.85%) Web Services
Miscellaneous
1 10 (18.52%) Data Structures
2 8 (14.81%) Analytical Skills
3 5 (9.26%) Management Information System
4 3 (5.56%) Computer Science
4 3 (5.56%) Renewable Energy
Processes & Methodologies
1 50 (92.59%) Business Intelligence
2 26 (48.15%) Data Architecture
3 25 (46.30%) ETL
4 20 (37.04%) Digital Marketing
4 20 (37.04%) Programme Management
5 19 (35.19%) Stakeholder Management
6 15 (27.78%) Agile Software Development
6 15 (27.78%) Kimball Methodology
6 15 (27.78%) Scrum
7 14 (25.93%) Creative Problem-Solving
7 14 (25.93%) Strategic Thinking
8 11 (20.37%) Data Analysis
8 11 (20.37%) Logical Data Model
8 11 (20.37%) Physical Data Model
9 10 (18.52%) SDLC
9 10 (18.52%) Stakeholder Engagement
10 8 (14.81%) Data Governance
11 7 (12.96%) Data Management
12 5 (9.26%) Data Strategy
12 5 (9.26%) IT Governance
Programming Languages
1 39 (72.22%) SQL
2 36 (66.67%) T-SQL
3 1 (1.85%) Python
3 1 (1.85%) R
Qualifications
1 3 (5.56%) Degree
2 1 (1.85%) APMP
Quality Assurance & Compliance
1 10 (18.52%) QA
2 3 (5.56%) Data Quality
System Software
1 1 (1.85%) Docker
Systems Management
1 1 (1.85%) Systems Management Server (SMS)
Vendors
1 32 (59.26%) Microsoft
2 20 (37.04%) SAP
3 1 (1.85%) Hortonworks
3 1 (1.85%) IDERA
3 1 (1.85%) RedGate
3 1 (1.85%) Tableau
3 1 (1.85%) Talend