The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 106 105 91
Rank change year-on-year
-1 -14
Permanent jobs citing Data Modelling 15 37 34
As % of all permanent IT jobs located in Bristol 0.92% 1.98% 1.88%
As % of the Processes & Methodologies category 1.03% 2.19% 2.13%
Number of salaries quoted 14 32 22
Median salary £39,000 £38,450 £32,500
Median salary % change year-on-year
+1.43% +18.30%
90% offered a salary of more than £35,000 £24,000 £24,000
10% offered a salary of more than £44,351 £70,000 £42,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bristol region.

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1456 1689 1599
As % of all permanent IT jobs located in Bristol 89.60% 90.18% 88.34%
Number of salaries quoted 1256 1465 1257
Median salary £43,000 £42,500 £42,500
Median salary % change year-on-year
+1.17% -
90% offered a salary of more than £31,350 £28,000 £28,553
10% offered a salary of more than £65,000 £61,500 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Bristol

The demand trend of job ads across the Bristol region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Bristol region.

Data Modelling Salary Trend in Bristol

Data Modelling
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Data Modelling across the Bristol region over the 3 months to 31 July 2016.

Data Modelling Salary Histogram in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 31 July 2016, 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 29 (60.42%) Microsoft
2 23 (47.92%) SQL
3 15 (31.25%) OOD
3 15 (31.25%) Computer Science
4 14 (29.17%) MS Excel
4 14 (29.17%) Data Structures
5 13 (27.08%) C++
5 13 (27.08%) Degree
6 12 (25.00%) Business Intelligence
7 11 (22.92%) Windows
7 11 (22.92%) Algorithms
8 10 (20.83%) Structured Programming
8 10 (20.83%) OOA/OOD
8 10 (20.83%) C
8 10 (20.83%) Oracle
8 10 (20.83%) Management Information System
8 10 (20.83%) Qt
8 10 (20.83%) Software Engineering
9 9 (18.75%) Logistics
9 9 (18.75%) SQL Server Reporting Services
9 9 (18.75%) SQL Server
9 9 (18.75%) Line Management
9 9 (18.75%) SDLC
9 9 (18.75%) Prototyping
10 8 (16.67%) Analytical Skills
10 8 (16.67%) LIMS
10 8 (16.67%) Law
10 8 (16.67%) Tapestry
11 7 (14.58%) XML
12 6 (12.50%) PL/SQL

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 (6.25%) SharePoint
2 2 (4.17%) SAS
3 1 (2.08%) Apache
3 1 (2.08%) Apache Solr
3 1 (2.08%) Apache Spark
Applications
1 14 (29.17%) MS Excel
2 1 (2.08%) Spreadsheet
Communications & Networking
1 1 (2.08%) Radio Access Network
Database & Business Intelligence
1 9 (18.75%) SQL Server
1 9 (18.75%) SQL Server Reporting Services
2 6 (12.50%) Data Warehouse
3 3 (6.25%) QlikView
3 3 (6.25%) SQL Server Analysis Services
4 2 (4.17%) BusinessObjects
4 2 (4.17%) Crystal Reports
4 2 (4.17%) Enterprise Data Warehouse
4 2 (4.17%) Oracle BI EE
4 2 (4.17%) Oracle Database
4 2 (4.17%) Oracle Database 11g
4 2 (4.17%) Oracle ODI
4 2 (4.17%) Oracle Reports
4 2 (4.17%) SQL Server Integration Services
5 1 (2.08%) Hadoop
5 1 (2.08%) MS Access
5 1 (2.08%) Oracle BI Publisher
5 1 (2.08%) Relational Database
Development Applications
1 1 (2.08%) JUnit
1 1 (2.08%) Maven
1 1 (2.08%) Subversion
General
1 8 (16.67%) Law
2 5 (10.42%) Finance
3 4 (8.33%) Aerospace
3 4 (8.33%) Military
4 3 (6.25%) Legal
5 1 (2.08%) Retail
5 1 (2.08%) Telecoms
Job Titles
1 16 (33.33%) Developer
2 14 (29.17%) Analyst
3 9 (18.75%) Applications Developer
3 9 (18.75%) C++ Applications Developer
3 9 (18.75%) C++ Developer
3 9 (18.75%) C++ Software Developer
3 9 (18.75%) Software Developer
4 5 (10.42%) Data Analyst
4 5 (10.42%) Software Engineer
5 4 (8.33%) Applications Engineer
5 4 (8.33%) Applications Support
5 4 (8.33%) Applications Support Engineer
5 4 (8.33%) C++ Software Engineer
5 4 (8.33%) Cost Analyst
5 4 (8.33%) Data Modeller
5 4 (8.33%) Support Engineer
5 4 (8.33%) Systems Analyst
5 4 (8.33%) Technical Engineer
5 4 (8.33%) Technical Support
5 4 (8.33%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 10 (20.83%) Qt
2 8 (16.67%) Tapestry
3 7 (14.58%) XML
4 5 (10.42%) Web Services
5 4 (8.33%) .NET
5 4 (8.33%) CSS
5 4 (8.33%) HTML
6 3 (6.25%) ASP.NET
7 1 (2.08%) AngularJS
7 1 (2.08%) COM
7 1 (2.08%) DirectX
7 1 (2.08%) Hibernate
7 1 (2.08%) LINQ
7 1 (2.08%) LINQ to SQL
7 1 (2.08%) MFC
7 1 (2.08%) Natural Language Processing
7 1 (2.08%) Node.js
7 1 (2.08%) ODBC
7 1 (2.08%) OLE
7 1 (2.08%) Spring
Miscellaneous
1 15 (31.25%) Computer Science
2 14 (29.17%) Data Structures
3 11 (22.92%) Algorithms
4 10 (20.83%) Management Information System
5 8 (16.67%) Analytical Skills
5 8 (16.67%) LIMS
6 4 (8.33%) Enterprise Software
7 3 (6.25%) Mathematics
7 3 (6.25%) Visualisation
8 2 (4.17%) Credit Risk
8 2 (4.17%) Statistics
Operating Systems
1 11 (22.92%) Windows
2 2 (4.17%) Unix
Processes & Methodologies
1 15 (31.25%) OOD
2 12 (25.00%) Business Intelligence
3 10 (20.83%) OOA/OOD
3 10 (20.83%) Software Engineering
3 10 (20.83%) Structured Programming
4 9 (18.75%) Line Management
4 9 (18.75%) Logistics
4 9 (18.75%) Prototyping
4 9 (18.75%) SDLC
5 6 (12.50%) Data Analysis
6 5 (10.42%) ETL
6 5 (10.42%) OO
6 5 (10.42%) UML
7 4 (8.33%) Business Analysis
7 4 (8.33%) Data Management
7 4 (8.33%) Integration Testing
7 4 (8.33%) Software Testing
7 4 (8.33%) Systems Analysis
7 4 (8.33%) Test Scripting
7 4 (8.33%) Use Case
Programming Languages
1 23 (47.92%) SQL
2 13 (27.08%) C++
3 10 (20.83%) C
4 6 (12.50%) PL/SQL
5 5 (10.42%) Java
5 5 (10.42%) VBA
6 4 (8.33%) JavaScript
6 4 (8.33%) VB
7 2 (4.17%) Shell Script
8 1 (2.08%) C#
8 1 (2.08%) VBScript
Qualifications
1 13 (27.08%) Degree
2 5 (10.42%) SC Cleared
2 5 (10.42%) Security Cleared
Quality Assurance & Compliance
1 4 (8.33%) Data Quality
1 4 (8.33%) QA
Vendors
1 29 (60.42%) Microsoft
2 10 (20.83%) Oracle
3 2 (4.17%) Informatica
4 1 (2.08%) CA
4 1 (2.08%) Cognos
4 1 (2.08%) SAP
4 1 (2.08%) Tableau
Bristol, Avon
Which?
Salary: Competitive
Posted: 10 days ago