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

3 months to
6 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 100 97 117
Rank change year-on-year
-3 +20
Permanent jobs citing Data Modelling 28 33 21
As % of all permanent IT jobs located in Bristol 1.55% 1.64% 1.04%
As % of the Processes & Methodologies category 1.73% 1.92% 1.18%
Number of salaries quoted 20 21 14
Median salary £39,500 £37,500 £32,500
Median salary % change year-on-year
+5.33% +15.38%
UK excluding London median salary £47,500 £46,500 £45,000
% change year-on-year
+2.15% +3.33%
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
1616 1716 1777
As % of all permanent IT jobs located in Bristol 89.28% 85.25% 88.06%
Number of salaries quoted 1412 1449 1414
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,400 £30,000 £28,500
10% offered a salary of more than £63,000 £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 6 May 2016.

Data Modelling Salary Histogram in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 6 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 50 (69.44%) SQL
2 36 (50.00%) Microsoft
3 26 (36.11%) Analytical Skills
4 25 (34.72%) MS Excel
5 22 (30.56%) Degree
6 19 (26.39%) Business Intelligence
7 18 (25.00%) Data Warehouse
8 17 (23.61%) SQL Server
8 17 (23.61%) Logistics
9 16 (22.22%) SQL Server Reporting Services
9 16 (22.22%) Tapestry
9 16 (22.22%) Management Information System
10 15 (20.83%) Law
10 15 (20.83%) Finance
10 15 (20.83%) XML
10 15 (20.83%) Oracle
10 15 (20.83%) Computer Science
11 14 (19.44%) SQL Server Analysis Services
11 14 (19.44%) Business Analysis
11 14 (19.44%) Software Engineering
12 13 (18.06%) OOD
12 13 (18.06%) ETL
13 12 (16.67%) LIMS
13 12 (16.67%) VBA
13 12 (16.67%) SQL Server Integration Services
13 12 (16.67%) Line Management
14 11 (15.28%) Java
14 11 (15.28%) Web Services
14 11 (15.28%) UML
15 10 (13.89%) Data Analysis

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 (4.17%) Apache
1 3 (4.17%) Apache Solr
1 3 (4.17%) Apache Spark
1 3 (4.17%) SAS
1 3 (4.17%) SharePoint
2 1 (1.39%) Node.js
Applications
1 25 (34.72%) MS Excel
2 6 (8.33%) MS Office
2 6 (8.33%) MS PowerPoint
3 1 (1.39%) Mathematica
3 1 (1.39%) Spreadsheet
Cloud Services
1 2 (2.78%) Amazon AWS
Communications & Networking
1 1 (1.39%) Internet
1 1 (1.39%) Radio Access Network
Database & Business Intelligence
1 18 (25.00%) Data Warehouse
2 17 (23.61%) SQL Server
3 16 (22.22%) SQL Server Reporting Services
4 14 (19.44%) SQL Server Analysis Services
5 12 (16.67%) SQL Server Integration Services
6 7 (9.72%) BusinessObjects
7 5 (6.94%) Relational Database
7 5 (6.94%) SQL Server 2008
8 4 (5.56%) Enterprise Data Warehouse
8 4 (5.56%) OLAP
9 3 (4.17%) Big Data
9 3 (4.17%) Hadoop
9 3 (4.17%) Oracle Database
10 2 (2.78%) Amazon Redshift
10 2 (2.78%) Data Mart
10 2 (2.78%) OLAP Cube
10 2 (2.78%) Pentaho
10 2 (2.78%) QlikView
10 2 (2.78%) SQL Server 2005
10 2 (2.78%) SQL Server 2012
Development Applications
1 3 (4.17%) Maven
2 2 (2.78%) Team Foundation Server
3 1 (1.39%) JUnit
3 1 (1.39%) Subversion
General
1 15 (20.83%) Finance
1 15 (20.83%) Law
2 8 (11.11%) Aerospace
2 8 (11.11%) Military
3 4 (5.56%) Banking
4 3 (4.17%) Legal
4 3 (4.17%) Retail
5 1 (1.39%) Telecoms
Job Titles
1 30 (41.67%) Analyst
2 18 (25.00%) Developer
3 8 (11.11%) Applications Engineer
3 8 (11.11%) Applications Support
3 8 (11.11%) Applications Support Engineer
3 8 (11.11%) Business Intelligence Developer
3 8 (11.11%) Data Analyst
3 8 (11.11%) Support Engineer
3 8 (11.11%) Systems Analyst
4 5 (6.94%) Business Analyst
4 5 (6.94%) Software Engineer
5 4 (5.56%) Cost Analyst
5 4 (5.56%) Data Business Analyst
5 4 (5.56%) Data Modeller
5 4 (5.56%) Technical Engineer
5 4 (5.56%) Technical Support
5 4 (5.56%) Technical Support Engineer
6 3 (4.17%) Business Intelligence Manager
6 3 (4.17%) Customer Analyst
6 3 (4.17%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 16 (22.22%) Tapestry
2 15 (20.83%) XML
3 11 (15.28%) Web Services
4 8 (11.11%) .NET
4 8 (11.11%) CSS
4 8 (11.11%) HTML
5 5 (6.94%) ASP.NET
5 5 (6.94%) MDX
6 4 (5.56%) Qt
7 3 (4.17%) Hibernate
7 3 (4.17%) Natural Language Processing
7 3 (4.17%) Spring
8 2 (2.78%) COM
8 2 (2.78%) DirectX
8 2 (2.78%) MFC
8 2 (2.78%) ODBC
8 2 (2.78%) OLE
9 1 (1.39%) AngularJS
9 1 (1.39%) LINQ
9 1 (1.39%) STL
Miscellaneous
1 26 (36.11%) Analytical Skills
2 16 (22.22%) Management Information System
3 15 (20.83%) Computer Science
4 12 (16.67%) LIMS
5 10 (13.89%) Data Structures
6 8 (11.11%) Algorithms
6 8 (11.11%) Enterprise Software
7 6 (8.33%) Visualisation
8 4 (5.56%) Mathematics
9 2 (2.78%) Credit Risk
9 2 (2.78%) Data Integration
9 2 (2.78%) PMI
9 2 (2.78%) Statistics
10 1 (1.39%) Internet of Things
10 1 (1.39%) Mobile App
10 1 (1.39%) Neural Network
10 1 (1.39%) Smartphone
Operating Systems
1 5 (6.94%) Windows
Processes & Methodologies
1 19 (26.39%) Business Intelligence
2 17 (23.61%) Logistics
3 14 (19.44%) Business Analysis
3 14 (19.44%) Software Engineering
4 13 (18.06%) ETL
4 13 (18.06%) OOD
5 12 (16.67%) Line Management
6 11 (15.28%) UML
7 10 (13.89%) Data Analysis
7 10 (13.89%) Logical Data Model
8 9 (12.50%) OO
8 9 (12.50%) Pattern Recognition
9 8 (11.11%) Agile Software Development
9 8 (11.11%) Integration Testing
9 8 (11.11%) Root Cause Analysis
9 8 (11.11%) Software Testing
9 8 (11.11%) Systems Analysis
9 8 (11.11%) Test Scripting
9 8 (11.11%) Use Case
10 6 (8.33%) Kimball Methodology
Programming Languages
1 50 (69.44%) SQL
2 12 (16.67%) VBA
3 11 (15.28%) Java
4 8 (11.11%) C#
4 8 (11.11%) JavaScript
4 8 (11.11%) PL/SQL
5 6 (8.33%) T-SQL
6 5 (6.94%) C++
7 4 (5.56%) C
7 4 (5.56%) VB
8 2 (2.78%) VB.NET
9 1 (1.39%) Embedded C++
9 1 (1.39%) MATLAB
9 1 (1.39%) Python
9 1 (1.39%) R
9 1 (1.39%) VBScript
Qualifications
1 22 (30.56%) Degree
2 4 (5.56%) SC Cleared
2 4 (5.56%) Security Cleared
3 3 (4.17%) ISEB
4 2 (2.78%) PMI Certification
Quality Assurance & Compliance
1 10 (13.89%) Data Quality
2 7 (9.72%) QA
Vendors
1 36 (50.00%) Microsoft
2 15 (20.83%) Oracle
3 6 (8.33%) Hyperion
4 3 (4.17%) Teradata
5 1 (1.39%) CA
5 1 (1.39%) Cognos
5 1 (1.39%) SAP
5 1 (1.39%) Tableau
Bristol, Avon
ISL
Salary: £35000 - £50000 per annum + benefits package
Posted: 22 hours ago
Bristol, Avon
Polecat
Posted: 10 days ago
Bristol, Avon
Bristol Water
Salary: From £38,000 to £45,000 per annum Excellent Benefits
Posted: 27 days ago