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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 9 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 82 96 86
Rank change year-on-year
+14 -10
Permanent jobs citing Data Modelling 44 34 39
As % of all permanent IT jobs located in Bristol 2.43% 1.74% 2.24%
As % of the Processes & Methodologies category 2.73% 2.02% 2.56%
Number of salaries quoted 29 23 25
Average salary £40,000 £45,000 £47,500
Average salary % change year-on-year
-11.11% -5.26%
90% offered a salary of more than £31,500 £34,000 £35,000
10% offered a salary of more than £45,500 £65,000 £50,000
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
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
1613 1683 1526
As % of all permanent IT jobs located in Bristol 89.12% 86.13% 87.55%
Number of salaries quoted 1435 1368 1254
Average salary £45,000 £42,500 £40,000
Average salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in Bristol

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the Bristol region as a proportion of the total demand within 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 9 February 2016.

Data Modelling Salary Histogram in Bristol

Data Modelling
Top 30 Related IT Skills in Bristol

For the 6 months to 9 February 2016, IT jobs across the Bristol region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 64 (68.09%) SQL
2 42 (44.68%) Analytical Skills
3 39 (41.49%) Microsoft
4 27 (28.72%) Degree
5 25 (26.60%) Finance
5 25 (26.60%) MS Excel
6 24 (25.53%) Data Warehouse
6 24 (25.53%) Business Analysis
7 23 (24.47%) Oracle
8 21 (22.34%) Business Intelligence
9 20 (21.28%) Software Engineering
9 20 (21.28%) Computer Science
10 19 (20.21%) Logistics
10 19 (20.21%) Data Quality
10 19 (20.21%) XML
11 18 (19.15%) ETL
11 18 (19.15%) Tapestry
12 17 (18.09%) Java
12 17 (18.09%) Management Information System
12 17 (18.09%) Data Analysis
12 17 (18.09%) Data Structures
13 15 (15.96%) Stakeholder Management
13 15 (15.96%) PL/SQL
13 15 (15.96%) UML
13 15 (15.96%) SQL Server Integration Services
13 15 (15.96%) Visualisation
14 14 (14.89%) SQL Server
14 14 (14.89%) OOD
14 14 (14.89%) Agile Software Development
14 14 (14.89%) SQL Server Reporting Services

Data Modelling
Top Related IT Skills in Bristol by Category

For the 6 months to 9 February 2016, IT jobs across the Bristol region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 10 (10.64%) SAS
2 4 (4.26%) Oracle Workflow
3 3 (3.19%) SharePoint
4 2 (2.13%) Apache
4 2 (2.13%) Apache Solr
4 2 (2.13%) Apache Spark
4 2 (2.13%) SharePoint 2013
5 1 (1.06%) Node.js
Applications
1 25 (26.60%) MS Excel
2 7 (7.45%) MS Office
2 7 (7.45%) MS PowerPoint
3 5 (5.32%) SPSS
4 1 (1.06%) Mathematica
4 1 (1.06%) Spreadsheet
Business Applications
1 4 (4.26%) Oracle 11i
1 4 (4.26%) Oracle Applications
1 4 (4.26%) Oracle Assets
1 4 (4.26%) Oracle EBS
1 4 (4.26%) Oracle EBS R12
1 4 (4.26%) Oracle Financials
1 4 (4.26%) Oracle Payables
1 4 (4.26%) Oracle Receivables
1 4 (4.26%) Oracle TCA
2 2 (2.13%) Dynamics AX
2 2 (2.13%) Dynamics CRM
2 2 (2.13%) Maximo
3 1 (1.06%) Remedy ITSM
Cloud Services
1 2 (2.13%) Amazon AWS
2 1 (1.06%) Office 365
Communications & Networking
1 1 (1.06%) Internet
Database & Business Intelligence
1 24 (25.53%) Data Warehouse
2 15 (15.96%) SQL Server Integration Services
3 14 (14.89%) SQL Server
3 14 (14.89%) SQL Server Reporting Services
4 12 (12.77%) SQL Server Analysis Services
5 7 (7.45%) BusinessObjects
5 7 (7.45%) QlikView
5 7 (7.45%) SQL Server 2008
6 6 (6.38%) Relational Database
7 5 (5.32%) Spotfire
8 4 (4.26%) Enterprise Data Warehouse
8 4 (4.26%) OLAP
8 4 (4.26%) Oracle BI Publisher
8 4 (4.26%) Oracle Discoverer
8 4 (4.26%) Oracle Reports
8 4 (4.26%) SQL Server 2012
9 3 (3.19%) Base SAS
9 3 (3.19%) Big Data
9 3 (3.19%) Data Mining
9 3 (3.19%) Oracle Database
Development Applications
1 4 (4.26%) Oracle APEX
1 4 (4.26%) Oracle Forms
2 2 (2.13%) Maven
2 2 (2.13%) Team Foundation Server
3 1 (1.06%) Subversion
General
1 25 (26.60%) Finance
2 13 (13.83%) Law
3 9 (9.57%) Aerospace
3 9 (9.57%) Banking
3 9 (9.57%) Military
4 8 (8.51%) Legal
4 8 (8.51%) Retail
5 4 (4.26%) Manufacturing
6 2 (2.13%) Marketing
7 1 (1.06%) Electronics
Job Titles
1 30 (31.91%) Analyst
2 21 (22.34%) Developer
3 11 (11.70%) Applications Engineer
3 11 (11.70%) Applications Support
3 11 (11.70%) Applications Support Engineer
3 11 (11.70%) Support Engineer
4 10 (10.64%) Business Analyst
5 9 (9.57%) Data Business Analyst
6 8 (8.51%) Customer Analyst
6 8 (8.51%) Lead Business Analyst
6 8 (8.51%) Software Engineer
7 7 (7.45%) Systems Analyst
7 7 (7.45%) Technical Developer
8 6 (6.38%) Business Intelligence Developer
9 5 (5.32%) Applications Developer
9 5 (5.32%) ERP Manager
9 5 (5.32%) Technical Leader
10 4 (4.26%) Data Governance Manager
10 4 (4.26%) Governance Manager
10 4 (4.26%) Oracle Developer
Libraries, Frameworks & Software Standards
1 19 (20.21%) XML
2 18 (19.15%) Tapestry
3 11 (11.70%) CSS
3 11 (11.70%) HTML
4 9 (9.57%) Web Services
5 7 (7.45%) .NET
6 5 (5.32%) MDX
7 4 (4.26%) ASP.NET
8 3 (3.19%) DirectX
8 3 (3.19%) MFC
8 3 (3.19%) Qt
9 2 (2.13%) .NET Framework
9 2 (2.13%) COM
9 2 (2.13%) Hibernate
9 2 (2.13%) Natural Language Processing
9 2 (2.13%) ODBC
9 2 (2.13%) OLE
9 2 (2.13%) Silverlight
9 2 (2.13%) Spring
9 2 (2.13%) WPF
Miscellaneous
1 42 (44.68%) Analytical Skills
2 20 (21.28%) Computer Science
3 17 (18.09%) Data Structures
3 17 (18.09%) Management Information System
4 15 (15.96%) Visualisation
5 10 (10.64%) Algorithms
5 10 (10.64%) LIMS
6 8 (8.51%) Mathematics
7 7 (7.45%) Enterprise Software
8 2 (2.13%) Data Integration
8 2 (2.13%) PMI
8 2 (2.13%) User Experience
9 1 (1.06%) CMDB
9 1 (1.06%) Internet of Things
9 1 (1.06%) Mobile App
9 1 (1.06%) Neural Network
9 1 (1.06%) Ontologies
9 1 (1.06%) Smartphone
9 1 (1.06%) Taxonomies
Operating Systems
1 7 (7.45%) Windows
Processes & Methodologies
1 24 (25.53%) Business Analysis
2 21 (22.34%) Business Intelligence
3 20 (21.28%) Software Engineering
4 19 (20.21%) Logistics
5 18 (19.15%) ETL
6 17 (18.09%) Data Analysis
7 15 (15.96%) Stakeholder Management
7 15 (15.96%) UML
8 14 (14.89%) Agile Software Development
8 14 (14.89%) OOD
9 13 (13.83%) Logical Data Model
10 12 (12.77%) Pattern Recognition
10 12 (12.77%) User Acceptance Testing
11 11 (11.70%) Line Management
11 11 (11.70%) Root Cause Analysis
11 11 (11.70%) Software Testing
12 9 (9.57%) ERP
13 8 (8.51%) Analytics
14 7 (7.45%) Kimball Methodology
14 7 (7.45%) Mentoring
Programming Languages
1 64 (68.09%) SQL
2 17 (18.09%) Java
3 15 (15.96%) PL/SQL
4 13 (13.83%) JavaScript
5 10 (10.64%) C#
5 10 (10.64%) C++
6 8 (8.51%) VBA
7 7 (7.45%) T-SQL
8 6 (6.38%) C
9 2 (2.13%) VB.NET
10 1 (1.06%) Embedded C++
10 1 (1.06%) MATLAB
10 1 (1.06%) Python
10 1 (1.06%) R
10 1 (1.06%) VB
10 1 (1.06%) VBScript
Qualifications
1 27 (28.72%) Degree
2 12 (12.77%) Security Cleared
3 8 (8.51%) ISEB
4 7 (7.45%) SC Cleared
5 3 (3.19%) Oracle Certification
6 2 (2.13%) PMI Certification
Quality Assurance & Compliance
1 19 (20.21%) Data Quality
2 7 (7.45%) QA
3 4 (4.26%) SEPA
Vendors
1 39 (41.49%) Microsoft
2 23 (24.47%) Oracle
3 8 (8.51%) Teradata
4 7 (7.45%) Hyperion
5 5 (5.32%) SAP
5 5 (5.32%) Tableau
6 2 (2.13%) Cognos
6 2 (2.13%) Informatica
7 1 (1.06%) BMC
7 1 (1.06%) CA
7 1 (1.06%) Remedy
7 1 (1.06%) Salesforce.com
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