The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 182 161 133
Rank change year-on-year
-21 -28
Permanent jobs citing Data Modelling 53 94 108
As % of all permanent IT jobs located in the South West 0.99% 1.59% 1.79%
As % of the Processes & Methodologies category 1.14% 1.85% 2.10%
Number of salaries quoted 47 64 68
Median salary £39,000 £44,000 £46,250
Median salary % change year-on-year
-11.36% -4.86%
90% offered a salary of more than £35,600 £30,000 £31,457
10% offered a salary of more than £53,500 £70,000 £70,000
UK excluding London median salary £47,500 £46,875 £45,000
% change year-on-year
+1.33% +4.16%
Data Modelling
England

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

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4656 5079 5146
As % of all permanent IT jobs located in the South West 86.80% 85.91% 85.51%
Number of salaries quoted 3902 4282 4202
Median salary £42,500 £40,000 £41,000
Median salary % change year-on-year
+6.25% -2.43%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £62,500 £60,000 £60,000
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 the South West

The demand trend of job ads across the South West 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 the South West

Data Modelling
Salary Trend in the South West

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

Data Modelling Salary Trend in the South West

Data Modelling
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Data Modelling across the South West region over the 3 months to 23 July 2016.

Data Modelling Salary Histogram in the South West

Data Modelling
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the South West region over the 3 months to 23 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol +4 17 £39,000 +2.09% 4
Somerset +1 16 £45,000 -28.00%
Gloucestershire -23 7 £55,000 +15.78% 1
Devon +1 4 £37,500 +10.29% 1
Cornwall - 4 - -
Dorset +6 2 £36,250 -12.12%
Wiltshire 0 2 £47,500 -5.00% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 23 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 South West region with a requirement for Data Modelling.

1 76 (54.68%) Microsoft
2 75 (53.96%) SQL
3 50 (35.97%) Business Intelligence
4 45 (32.37%) SQL Server
5 43 (30.94%) Data Warehouse
6 35 (25.18%) Agile Software Development
6 35 (25.18%) SQL Server Reporting Services
7 34 (24.46%) Analytical Skills
8 32 (23.02%) SQL Server Analysis Services
8 32 (23.02%) Finance
9 31 (22.30%) SQL Server Integration Services
10 29 (20.86%) Degree
11 27 (19.42%) OOD
11 27 (19.42%) Oracle
11 27 (19.42%) Data Structures
12 26 (18.71%) MS Excel
13 24 (17.27%) ETL
14 22 (15.83%) Management Information System
15 20 (14.39%) T-SQL
15 20 (14.39%) Java
15 20 (14.39%) Web Services
16 19 (13.67%) C
17 18 (12.95%) Microsoft Azure
18 17 (12.23%) Computer Science
19 16 (11.51%) Security Cleared
19 16 (11.51%) OO
19 16 (11.51%) Scrum
20 15 (10.79%) JUnit
20 15 (10.79%) Relational Database
21 14 (10.07%) SDLC

Data Modelling
Top Related IT Skills in the South West 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 7 (5.04%) SharePoint
2 3 (2.16%) SAS
3 1 (0.72%) Apache
3 1 (0.72%) Apache Solr
3 1 (0.72%) Apache Spark
Applications
1 26 (18.71%) MS Excel
2 4 (2.88%) MS Office
3 3 (2.16%) MS PowerPoint
3 3 (2.16%) MS Visio
4 1 (0.72%) Spreadsheet
Business Applications
1 1 (0.72%) Oracle Utilities
1 1 (0.72%) SAP CRM
Cloud Services
1 18 (12.95%) Microsoft Azure
2 14 (10.07%) Amazon AWS
3 9 (6.47%) GitHub
Communications & Networking
1 1 (0.72%) Radio Access Network
Database & Business Intelligence
1 45 (32.37%) SQL Server
2 43 (30.94%) Data Warehouse
3 35 (25.18%) SQL Server Reporting Services
4 32 (23.02%) SQL Server Analysis Services
5 31 (22.30%) SQL Server Integration Services
6 15 (10.79%) Relational Database
7 10 (7.19%) RDBMS
8 9 (6.47%) SQL Server 2014
8 9 (6.47%) SSDT
9 8 (5.76%) BusinessObjects
9 8 (5.76%) Microsoft Analysis Services
9 8 (5.76%) Oracle BI EE
10 6 (4.32%) Enterprise Data Warehouse
10 6 (4.32%) OLAP
10 6 (4.32%) QlikView
11 5 (3.60%) MySQL
11 5 (3.60%) Oracle Database
12 4 (2.88%) Amazon Redshift
12 4 (2.88%) Oracle ODI
12 4 (2.88%) SQL Server 2012
Development Applications
1 15 (10.79%) JUnit
2 9 (6.47%) Visual Studio
3 8 (5.76%) ERwin
4 2 (1.44%) Rational DOORS
4 2 (1.44%) Team Foundation Server
5 1 (0.72%) Maven
5 1 (0.72%) Subversion
General
1 32 (23.02%) Finance
2 9 (6.47%) Retail
3 8 (5.76%) Law
4 5 (3.60%) Aerospace
4 5 (3.60%) Military
5 4 (2.88%) Publishing
6 3 (2.16%) Legal
7 2 (1.44%) Manufacturing
8 1 (0.72%) Banking
8 1 (0.72%) Billing
8 1 (0.72%) Telecoms
Job Titles
1 44 (31.65%) Developer
2 38 (27.34%) Analyst
3 15 (10.79%) Java Developer
4 14 (10.07%) Senior Developer
5 11 (7.91%) Business Intelligence Analyst
6 10 (7.19%) Applications Developer
6 10 (7.19%) Architect
6 10 (7.19%) Senior Java Developer
7 9 (6.47%) C++ Applications Developer
7 9 (6.47%) C++ Developer
7 9 (6.47%) C++ Software Developer
7 9 (6.47%) DBA
7 9 (6.47%) Development DBA
7 9 (6.47%) Software Developer
7 9 (6.47%) SQL DBA
7 9 (6.47%) SQL Server DBA
7 9 (6.47%) SQL Server Development DBA
8 8 (5.76%) Business Analyst
8 8 (5.76%) Business Intelligence Developer
8 8 (5.76%) Data Modeller
Libraries, Frameworks & Software Standards
1 20 (14.39%) Web Services
2 11 (7.91%) Qt
3 9 (6.47%) XML
4 8 (5.76%) Tapestry
5 6 (4.32%) .NET
6 4 (2.88%) CSS
6 4 (2.88%) HTML
7 3 (2.16%) ASP.NET
8 2 (1.44%) .NET Framework
8 2 (1.44%) COM
8 2 (1.44%) DirectX
8 2 (1.44%) Hibernate
8 2 (1.44%) MFC
8 2 (1.44%) ODBC
8 2 (1.44%) OLE
8 2 (1.44%) XSD
9 1 (0.72%) JSON
9 1 (0.72%) LINQ
9 1 (0.72%) Spring
9 1 (0.72%) XSL
Miscellaneous
1 34 (24.46%) Analytical Skills
2 27 (19.42%) Data Structures
3 22 (15.83%) Management Information System
4 17 (12.23%) Computer Science
5 12 (8.63%) Algorithms
6 9 (6.47%) Data Integration
7 8 (5.76%) Enterprise Software
7 8 (5.76%) LIMS
7 8 (5.76%) Visualisation
8 7 (5.04%) Taxonomies
9 4 (2.88%) Mathematics
10 2 (1.44%) Credit Risk
10 2 (1.44%) iPad
10 2 (1.44%) Statistics
11 1 (0.72%) Cyberthreat
11 1 (0.72%) Performance Metrics
11 1 (0.72%) Reference Data
11 1 (0.72%) Virtual Team
Operating Systems
1 13 (9.35%) Windows
2 3 (2.16%) Unix
3 1 (0.72%) Linux
Processes & Methodologies
1 50 (35.97%) Business Intelligence
2 35 (25.18%) Agile Software Development
3 27 (19.42%) OOD
4 24 (17.27%) ETL
5 16 (11.51%) OO
5 16 (11.51%) Scrum
6 14 (10.07%) SDLC
7 13 (9.35%) Data Management
8 12 (8.63%) Analytics
8 12 (8.63%) Mentoring
9 11 (7.91%) Data Analysis
9 11 (7.91%) Data Governance
9 11 (7.91%) Information Architecture
9 11 (7.91%) Line Management
9 11 (7.91%) Logical Data Model
9 11 (7.91%) Logistics
9 11 (7.91%) OOA/OOD
9 11 (7.91%) Structured Programming
9 11 (7.91%) Use Case
10 10 (7.19%) UML
Programming Languages
1 75 (53.96%) SQL
2 20 (14.39%) Java
2 20 (14.39%) T-SQL
3 19 (13.67%) C
4 14 (10.07%) C++
4 14 (10.07%) PL/SQL
5 9 (6.47%) PowerShell
6 6 (4.32%) VBA
7 4 (2.88%) JavaScript
7 4 (2.88%) VB
8 3 (2.16%) C#
8 3 (2.16%) Shell Script
9 2 (1.44%) R
10 1 (0.72%) Python
10 1 (0.72%) VBScript
10 1 (0.72%) XPath
10 1 (0.72%) XQuery
Qualifications
1 29 (20.86%) Degree
2 16 (11.51%) Security Cleared
3 13 (9.35%) SC Cleared
4 9 (6.47%) MCP
4 9 (6.47%) MCSA
4 9 (6.47%) Microsoft Certification
5 6 (4.32%) MBA
6 5 (3.60%) DV Cleared
Quality Assurance & Compliance
1 11 (7.91%) Data Quality
2 4 (2.88%) QA
3 1 (0.72%) Basel II
3 1 (0.72%) Basel III
3 1 (0.72%) JSP 440
3 1 (0.72%) Solvency II
System Software
1 1 (0.72%) Oracle RAC
Vendors
1 76 (54.68%) Microsoft
2 27 (19.42%) Oracle
3 9 (6.47%) RedGate
4 8 (5.76%) SAP
5 6 (4.32%) Guidewire
6 5 (3.60%) Cognos
6 5 (3.60%) Tableau
7 4 (2.88%) Informatica
8 3 (2.16%) Alteryx
9 1 (0.72%) CA
9 1 (0.72%) Hyperion
9 1 (0.72%) Jedox
9 1 (0.72%) Rally
Gloucestershire
Lloyds Banking Group
Posted: 5 days ago
Okehampton, Devon
Redrock Consulting Ltd
Salary: £28000.00 - £35000.00 per annum
Posted: 3 days ago
Bristol, Avon
Robert Half
Salary: £42000 - £47000 per annum + Benefits
Posted: 3 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £60000 per annum
Posted: 5 days ago
Bristol, Avon
Which?
Salary: Competitive
Posted: 2 days ago
Malmesbury, Wiltshire
Dyson
Posted: 15 days ago