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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 108 90 108
Rank change year-on-year
-18 +18
Permanent jobs citing Data Modelling 17 40 20
As % of all permanent IT jobs located in Bristol 0.99% 2.05% 1.01%
As % of the Processes & Methodologies category 1.11% 2.40% 1.16%
Number of salaries quoted 15 34 14
Median salary £39,000 £37,500 £32,500
Median salary % change year-on-year
+4.00% +15.38%
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
1533 1665 1718
As % of all permanent IT jobs located in Bristol 89.23% 85.47% 86.55%
Number of salaries quoted 1352 1455 1384
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £29,000 £30,000
10% offered a salary of more than £65,000 £60,000 £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 28 May 2016.

Data Modelling Salary Histogram in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 28 May 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 36 (65.45%) SQL
2 30 (54.55%) Microsoft
3 20 (36.36%) MS Excel
4 18 (32.73%) Analytical Skills
5 16 (29.09%) Degree
6 13 (23.64%) Computer Science
6 13 (23.64%) Management Information System
7 12 (21.82%) Business Intelligence
7 12 (21.82%) SQL Server Reporting Services
8 11 (20.00%) Logistics
8 11 (20.00%) Law
8 11 (20.00%) OOD
8 11 (20.00%) Finance
8 11 (20.00%) Oracle
8 11 (20.00%) SQL Server
8 11 (20.00%) VBA
8 11 (20.00%) Data Structures
9 10 (18.18%) XML
9 10 (18.18%) Software Engineering
9 10 (18.18%) Tapestry
10 9 (16.36%) Business Analysis
10 9 (16.36%) Data Warehouse
10 9 (16.36%) LIMS
10 9 (16.36%) Line Management
11 8 (14.55%) Algorithms
11 8 (14.55%) UML
11 8 (14.55%) Web Services
11 8 (14.55%) Java
11 8 (14.55%) Data Analysis
12 7 (12.73%) SQL Server Analysis Services

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 (5.45%) Apache
1 3 (5.45%) Apache Solr
1 3 (5.45%) Apache Spark
1 3 (5.45%) SharePoint
2 2 (3.64%) SAS
3 1 (1.82%) Node.js
Applications
1 20 (36.36%) MS Excel
2 6 (10.91%) MS Office
2 6 (10.91%) MS PowerPoint
3 1 (1.82%) Spreadsheet
Cloud Services
1 1 (1.82%) Amazon AWS
Communications & Networking
1 1 (1.82%) Radio Access Network
Database & Business Intelligence
1 12 (21.82%) SQL Server Reporting Services
2 11 (20.00%) SQL Server
3 9 (16.36%) Data Warehouse
4 7 (12.73%) BusinessObjects
4 7 (12.73%) SQL Server Analysis Services
5 4 (7.27%) Relational Database
5 4 (7.27%) SQL Server Integration Services
6 3 (5.45%) Hadoop
7 2 (3.64%) Big Data
7 2 (3.64%) Oracle Database
7 2 (3.64%) QlikView
8 1 (1.82%) Amazon Redshift
8 1 (1.82%) Crystal Reports
8 1 (1.82%) Enterprise Data Warehouse
8 1 (1.82%) MS Access
8 1 (1.82%) OLAP
8 1 (1.82%) OLAP Cube
8 1 (1.82%) Pentaho
Development Applications
1 3 (5.45%) Maven
2 1 (1.82%) JUnit
2 1 (1.82%) Subversion
General
1 11 (20.00%) Finance
1 11 (20.00%) Law
2 5 (9.09%) Aerospace
2 5 (9.09%) Military
3 3 (5.45%) Legal
4 2 (3.64%) Banking
4 2 (3.64%) Retail
5 1 (1.82%) Telecoms
Job Titles
1 24 (43.64%) Analyst
2 12 (21.82%) Developer
3 7 (12.73%) Data Analyst
4 5 (9.09%) Applications Engineer
4 5 (9.09%) Applications Support
4 5 (9.09%) Applications Support Engineer
4 5 (9.09%) Business Intelligence Developer
4 5 (9.09%) Software Engineer
4 5 (9.09%) Support Engineer
4 5 (9.09%) Systems Analyst
5 4 (7.27%) Cost Analyst
5 4 (7.27%) Data Modeller
5 4 (7.27%) Technical Engineer
5 4 (7.27%) Technical Support
5 4 (7.27%) Technical Support Engineer
6 3 (5.45%) C++ Applications Developer
6 3 (5.45%) C++ Developer
6 3 (5.45%) C++ Software Developer
6 3 (5.45%) Information Analyst
6 3 (5.45%) MI Analyst
Libraries, Frameworks & Software Standards
1 10 (18.18%) Tapestry
1 10 (18.18%) XML
2 8 (14.55%) Web Services
3 6 (10.91%) .NET
4 5 (9.09%) ASP.NET
4 5 (9.09%) CSS
4 5 (9.09%) HTML
4 5 (9.09%) Qt
5 3 (5.45%) Hibernate
5 3 (5.45%) Natural Language Processing
5 3 (5.45%) Spring
6 2 (3.64%) COM
6 2 (3.64%) DirectX
6 2 (3.64%) MDX
6 2 (3.64%) MFC
6 2 (3.64%) ODBC
6 2 (3.64%) OLE
7 1 (1.82%) AngularJS
7 1 (1.82%) LINQ
7 1 (1.82%) LINQ to SQL
Miscellaneous
1 18 (32.73%) Analytical Skills
2 13 (23.64%) Computer Science
2 13 (23.64%) Management Information System
3 11 (20.00%) Data Structures
4 9 (16.36%) LIMS
5 8 (14.55%) Algorithms
6 5 (9.09%) Enterprise Software
6 5 (9.09%) Visualisation
7 4 (7.27%) Mathematics
8 2 (3.64%) Credit Risk
8 2 (3.64%) PMI
8 2 (3.64%) Statistics
9 1 (1.82%) Data Integration
Operating Systems
1 6 (10.91%) Windows
Processes & Methodologies
1 12 (21.82%) Business Intelligence
2 11 (20.00%) Logistics
2 11 (20.00%) OOD
3 10 (18.18%) Software Engineering
4 9 (16.36%) Business Analysis
4 9 (16.36%) Line Management
5 8 (14.55%) Data Analysis
5 8 (14.55%) UML
6 7 (12.73%) ETL
7 6 (10.91%) Cost-Benefit Analysis
7 6 (10.91%) OO
8 5 (9.09%) Analytics
8 5 (9.09%) Integration Testing
8 5 (9.09%) Logical Data Model
8 5 (9.09%) OOA/OOD
8 5 (9.09%) Root Cause Analysis
8 5 (9.09%) Software Testing
8 5 (9.09%) Systems Analysis
8 5 (9.09%) Test Scripting
8 5 (9.09%) Use Case
Programming Languages
1 36 (65.45%) SQL
2 11 (20.00%) VBA
3 8 (14.55%) Java
4 5 (9.09%) C
4 5 (9.09%) C++
4 5 (9.09%) JavaScript
4 5 (9.09%) PL/SQL
5 4 (7.27%) VB
6 3 (5.45%) C#
7 1 (1.82%) T-SQL
7 1 (1.82%) VBScript
Qualifications
1 16 (29.09%) Degree
2 4 (7.27%) SC Cleared
2 4 (7.27%) Security Cleared
3 2 (3.64%) ISEB
3 2 (3.64%) PMI Certification
Quality Assurance & Compliance
1 6 (10.91%) QA
2 5 (9.09%) Data Quality
Vendors
1 30 (54.55%) Microsoft
2 11 (20.00%) Oracle
3 6 (10.91%) Hyperion
4 2 (3.64%) Teradata
5 1 (1.82%) CA
5 1 (1.82%) Cognos
5 1 (1.82%) SAP
5 1 (1.82%) Tableau
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £45000 per annum
Posted: 5 days ago
Bristol, Avon
Merkle DBG
Salary: £Competitive + benefits
Posted: 3 days ago
Bristol, Avon
Polecat
Posted: 9 days ago
Bristol, Avon
Which?
Posted: 15 days ago
Bristol, Avon
Which?
Posted: 15 days ago