The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South West / Bristol
Rank 119 99 106
Rank change year-on-year -20 +7  
Permanent jobs citing Data Modelling 12 33 26
As % of all permanent IT jobs advertised in Bristol 0.66% 1.78% 1.34%
As % of the Processes & Methodologies category 0.72% 1.98% 1.57%
Number of salaries quoted 10 23 14
Median salary £37,000 £37,500 £45,000
Median salary % change year-on-year -1.33% -16.66%  
90% offered a salary of more than £30,474 £31,500 £25,350
10% offered a salary of more than £48,500 £45,000 £55,950
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1661 1664 1657
As % of all permanent IT job vacancies advertised in Bristol 90.96% 89.61% 85.54%
Number of salaries quoted 1369 1453 1390
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.17%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Bristol

Data Modelling
Salary Trend in Bristol

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

Salary trend for Data Modelling in Bristol

Data Modelling
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Modelling in Bristol over the 3 months to 27 March 2017.

Salary histogram for Data Modelling in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 27 March 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 Bristol region with a requirement for Data Modelling.

1 10 (43.48%) SQL
1 10 (43.48%) Business Intelligence
2 8 (34.78%) Microsoft
2 8 (34.78%) Finance
3 7 (30.43%) SQL Server
4 6 (26.09%) T-SQL
4 6 (26.09%) Data Warehouse
4 6 (26.09%) SQL Server Reporting Services
4 6 (26.09%) Data Quality
4 6 (26.09%) Analytics
5 5 (21.74%) Data Analytics
5 5 (21.74%) Data Management
5 5 (21.74%) Agile Software Development
5 5 (21.74%) Management Information System
5 5 (21.74%) Migration
5 5 (21.74%) Oracle
5 5 (21.74%) MS Excel
6 4 (17.39%) Information Management
6 4 (17.39%) SQL Server Integration Services
6 4 (17.39%) Degree
6 4 (17.39%) Data Migration
6 4 (17.39%) Data Architecture
6 4 (17.39%) Visualisation
6 4 (17.39%) Data Visualisation
7 3 (13.04%) PerformancePoint
7 3 (13.04%) Customer Engagement
7 3 (13.04%) Data Extraction
7 3 (13.04%) Data Integration
7 3 (13.04%) SQL Server Analysis Services
7 3 (13.04%) QlikView

Data Modelling
Top Related IT Skills in Bristol 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 3 (13.04%) SharePoint
2 2 (8.70%) Mule
Applications
1 5 (21.74%) MS Excel
2 3 (13.04%) MS Visio
3 2 (8.70%) MS Office
3 2 (8.70%) MS PowerPoint
Business Applications
1 1 (4.35%) SAP Oil and Gas
Cloud Services
1 2 (8.70%) Amazon AWS
1 2 (8.70%) Amazon EMR
Communications & Networking
1 1 (4.35%) SAN
Database & Business Intelligence
1 7 (30.43%) SQL Server
2 6 (26.09%) Data Warehouse
2 6 (26.09%) SQL Server Reporting Services
3 4 (17.39%) SQL Server Integration Services
4 3 (13.04%) Crystal Reports
4 3 (13.04%) Microsoft Power View
4 3 (13.04%) Oracle Reports
4 3 (13.04%) PerformancePoint
4 3 (13.04%) QlikView
4 3 (13.04%) SQL Server Analysis Services
5 2 (8.70%) Amazon DynamoDB
5 2 (8.70%) Amazon RDS
5 2 (8.70%) Amazon Redshift
5 2 (8.70%) Big Data
5 2 (8.70%) Hadoop
5 2 (8.70%) MySQL
6 1 (4.35%) Power BI
6 1 (4.35%) Relational Database
6 1 (4.35%) SQL Server 2008
General
1 8 (34.78%) Finance
2 2 (8.70%) Telecoms
3 1 (4.35%) Electronics
3 1 (4.35%) Manufacturing
3 1 (4.35%) Marketing
Job Titles
1 13 (56.52%) Analyst
2 6 (26.09%) Data Analyst
3 5 (21.74%) Business Intelligence Analyst
4 4 (17.39%) SQL Analyst
5 3 (13.04%) Developer
5 3 (13.04%) Senior Analyst
5 3 (13.04%) Senior Business Intelligence Analyst
5 3 (13.04%) SQL Data Analyst
5 3 (13.04%) SSRS Analyst
6 2 (8.70%) Business Intelligence Developer
6 2 (8.70%) Consultant
6 2 (8.70%) Data Insight Analyst
6 2 (8.70%) Head of Data Management
6 2 (8.70%) Head of Information
6 2 (8.70%) Head of Information Management
6 2 (8.70%) Insight Analyst
6 2 (8.70%) Insight Data Analyst
6 2 (8.70%) QlikView Analyst
6 2 (8.70%) Report Analyst
7 1 (4.35%) Data Architect
Libraries, Frameworks & Software Standards
1 1 (4.35%) .NET
1 1 (4.35%) ASP.NET
1 1 (4.35%) ASP.NET MVC
1 1 (4.35%) ASP.NET MVC 4
1 1 (4.35%) EDI
1 1 (4.35%) SOAP
1 1 (4.35%) Web Services
1 1 (4.35%) WPF
1 1 (4.35%) XML
Miscellaneous
1 5 (21.74%) Management Information System
2 2 (8.70%) Analytical Skills
2 2 (8.70%) Computer Science
2 2 (8.70%) NHS
3 1 (4.35%) Clustering
3 1 (4.35%) Data Structures
3 1 (4.35%) Driving Licence
3 1 (4.35%) N-Tier
3 1 (4.35%) Reference Data
Processes & Methodologies
1 10 (43.48%) Business Intelligence
2 6 (26.09%) Analytics
3 5 (21.74%) Agile Software Development
3 5 (21.74%) Data Analytics
3 5 (21.74%) Data Management
3 5 (21.74%) Migration
4 4 (17.39%) Data Architecture
4 4 (17.39%) Data Migration
4 4 (17.39%) Data Visualisation
4 4 (17.39%) Information Management
4 4 (17.39%) Visualisation
5 3 (13.04%) Customer Engagement
5 3 (13.04%) Dashboard Development
5 3 (13.04%) Data Analysis
5 3 (13.04%) Data Extraction
5 3 (13.04%) Data Integration
5 3 (13.04%) Line Management
5 3 (13.04%) Logical Data Model
5 3 (13.04%) Master Data Management
5 3 (13.04%) Mathematics
Programming Languages
1 10 (43.48%) SQL
2 6 (26.09%) T-SQL
3 3 (13.04%) PL/SQL
4 1 (4.35%) C
4 1 (4.35%) C#
4 1 (4.35%) Java
4 1 (4.35%) VBA
Qualifications
1 4 (17.39%) Degree
Quality Assurance & Compliance
1 6 (26.09%) Data Quality
2 1 (4.35%) QA
Vendors
1 8 (34.78%) Microsoft
2 5 (21.74%) Oracle
3 3 (13.04%) Remedy
4 2 (8.70%) IBM
4 2 (8.70%) Tableau
5 1 (4.35%) SAP
Bristol, Avon
Southern Lights Recruitment
Salary: £50000 - £60000 per annum + Excellent Benefits
Posted: 5 days ago
Bristol, Avon
Haybrook IT Resourcing Ltd
Salary: Up to £45,000 per annum
Posted: 6 days ago