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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 170 129 149
Rank change year-on-year
-41 +20
Permanent jobs citing Data Modelling 85 120 97
As % of all permanent IT jobs located in the South West 1.50% 1.94% 1.66%
As % of the Processes & Methodologies category 1.72% 2.25% 1.93%
Number of salaries quoted 61 61 73
Average salary £42,500 £45,000 £50,000
Average salary % change year-on-year
-5.55% -10.00%
90% offered a salary of more than £32,500 £33,500 £32,500
10% offered a salary of more than £65,000 £62,500 £70,000
UK excluding London average salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
4939 5322 5020
As % of all permanent IT jobs located in the South West 87.32% 86.02% 86.05%
Number of salaries quoted 4095 4342 4169
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in the South West

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the South West region as a proportion of the total demand within 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 1 May 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 average salaries quoted in IT jobs citing Data Modelling within the South West region over the 3 months to 1 May 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bristol -2 33 £39,500 -7.05% 6
Gloucestershire -29 22 £47,500 +5.55%
Wiltshire +2 17 £67,500 +48.35%
Dorset +13 7 - - 1
Somerset -11 4 £42,578 -31.87%
Devon +13 2 £35,000 -44.00%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 1 May 2016, IT jobs across the South West 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 92 (50.00%) SQL
2 73 (39.67%) Microsoft
3 66 (35.87%) Analytical Skills
4 62 (33.70%) Business Intelligence
4 62 (33.70%) Data Warehouse
5 59 (32.07%) Finance
6 52 (28.26%) SQL Server
7 43 (23.37%) Degree
8 40 (21.74%) Oracle
8 40 (21.74%) Management Information System
9 38 (20.65%) ETL
10 36 (19.57%) MS Excel
10 36 (19.57%) SQL Server Analysis Services
10 36 (19.57%) Data Management
10 36 (19.57%) SQL Server Reporting Services
11 35 (19.02%) SQL Server Integration Services
12 31 (16.85%) Web Services
13 29 (15.76%) Agile Software Development
14 28 (15.22%) Java
14 28 (15.22%) Analytics
15 26 (14.13%) Data Structures
16 25 (13.59%) Data Quality
16 25 (13.59%) XML
17 23 (12.50%) OOD
18 22 (11.96%) Business Analysis
18 22 (11.96%) Relational Database
19 21 (11.41%) OO
20 20 (10.87%) UML
20 20 (10.87%) Retail
20 20 (10.87%) Use Case

Data Modelling
Top Related IT Skills in the South West by Category

For the 6 months to 1 May 2016, IT jobs across the South West 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 5 (2.72%) MQSeries
2 4 (2.17%) Oracle Workflow
2 4 (2.17%) SAS
3 3 (1.63%) Apache
3 3 (1.63%) Apache Solr
3 3 (1.63%) Apache Spark
3 3 (1.63%) SharePoint
4 1 (0.54%) Node.js
Applications
1 36 (19.57%) MS Excel
2 8 (4.35%) MS Office
2 8 (4.35%) MS PowerPoint
2 8 (4.35%) MS Visio
3 1 (0.54%) Mathematica
3 1 (0.54%) Spreadsheet
3 1 (0.54%) SPSS
Business Applications
1 5 (2.72%) Temenos T24
2 4 (2.17%) Oracle BPM
3 2 (1.09%) Cognos Business Intelligence
4 1 (0.54%) SAP CRM
Cloud Services
1 18 (9.78%) Microsoft Azure
2 17 (9.24%) Amazon AWS
3 1 (0.54%) Cloud Computing
Communications & Networking
1 1 (0.54%) Internet
1 1 (0.54%) Radio Access Network
Database & Business Intelligence
1 62 (33.70%) Data Warehouse
2 52 (28.26%) SQL Server
3 36 (19.57%) SQL Server Analysis Services
3 36 (19.57%) SQL Server Reporting Services
4 35 (19.02%) SQL Server Integration Services
5 22 (11.96%) Relational Database
6 12 (6.52%) BusinessObjects
6 12 (6.52%) RDBMS
7 10 (5.43%) OLAP
8 8 (4.35%) Big Data
8 8 (4.35%) Enterprise Data Warehouse
9 7 (3.80%) Business Intelligence Development Studio
9 7 (3.80%) OLTP
9 7 (3.80%) Oracle Database
10 6 (3.26%) Amazon Redshift
10 6 (3.26%) MySQL
11 5 (2.72%) Biml
11 5 (2.72%) Data Mart
11 5 (2.72%) QlikView
11 5 (2.72%) SQL Server 2012
Development Applications
1 16 (8.70%) JUnit
2 7 (3.80%) ERwin
3 6 (3.26%) Subversion
4 3 (1.63%) Maven
4 3 (1.63%) Rational DOORS
5 2 (1.09%) Team Foundation Server
General
1 59 (32.07%) Finance
2 20 (10.87%) Retail
3 18 (9.78%) Banking
4 15 (8.15%) Law
5 11 (5.98%) Military
6 10 (5.43%) Legal
7 8 (4.35%) Aerospace
8 5 (2.72%) Financial Institution
9 4 (2.17%) Publishing
10 2 (1.09%) German Language
10 2 (1.09%) Italian Language
10 2 (1.09%) Spanish Language
11 1 (0.54%) Billing
11 1 (0.54%) Portuguese Language
11 1 (0.54%) Telecoms
Job Titles
1 58 (31.52%) Analyst
2 55 (29.89%) Developer
3 24 (13.04%) Senior Developer
4 21 (11.41%) Business Intelligence Developer
5 19 (10.33%) Business Analyst
6 16 (8.70%) Java Developer
7 12 (6.52%) Architect
8 11 (5.98%) Business Intelligence Analyst
8 11 (5.98%) Senior Business Intelligence Developer
9 10 (5.43%) Data Analyst
9 10 (5.43%) Data Architect
9 10 (5.43%) Senior Java Developer
10 9 (4.89%) Information Architect
10 9 (4.89%) Senior Manager
11 8 (4.35%) Applications Support
11 8 (4.35%) Applications Support Engineer
11 8 (4.35%) Data Modeller
11 8 (4.35%) Senior Analyst
11 8 (4.35%) Support Engineer
11 8 (4.35%) Systems Analyst
Libraries, Frameworks & Software Standards
1 31 (16.85%) Web Services
2 25 (13.59%) XML
3 16 (8.70%) Tapestry
4 11 (5.98%) .NET
5 9 (4.89%) Middleware
6 8 (4.35%) CSS
6 8 (4.35%) HTML
7 6 (3.26%) ASP.NET
8 5 (2.72%) MDX
9 4 (2.17%) Oracle Fusion
10 3 (1.63%) .NET Framework
10 3 (1.63%) Hibernate
10 3 (1.63%) Natural Language Processing
10 3 (1.63%) Qt
10 3 (1.63%) Spring
11 2 (1.09%) COM
11 2 (1.09%) MFC
11 2 (1.09%) ODBC
11 2 (1.09%) OLE
11 2 (1.09%) XSD
Miscellaneous
1 66 (35.87%) Analytical Skills
2 40 (21.74%) Management Information System
3 26 (14.13%) Data Structures
4 19 (10.33%) Computer Science
5 14 (7.61%) Enterprise Software
6 12 (6.52%) LIMS
7 10 (5.43%) Data Integration
7 10 (5.43%) Visualisation
8 9 (4.89%) Taxonomies
9 7 (3.80%) Algorithms
10 5 (2.72%) Mathematics
11 3 (1.63%) Credit Risk
11 3 (1.63%) Performance Metrics
11 3 (1.63%) Statistics
12 2 (1.09%) iPad
12 2 (1.09%) PMI
13 1 (0.54%) Economics
13 1 (0.54%) Mobile App
13 1 (0.54%) Neural Network
13 1 (0.54%) Smartphone
Operating Systems
1 4 (2.17%) Windows
2 1 (0.54%) Unix
Processes & Methodologies
1 62 (33.70%) Business Intelligence
2 38 (20.65%) ETL
3 36 (19.57%) Data Management
4 29 (15.76%) Agile Software Development
5 28 (15.22%) Analytics
6 23 (12.50%) OOD
7 22 (11.96%) Business Analysis
8 21 (11.41%) OO
9 20 (10.87%) UML
9 20 (10.87%) Use Case
10 19 (10.33%) Logistics
11 17 (9.24%) Kimball Methodology
12 16 (8.70%) Enterprise Architecture
12 16 (8.70%) Master Data Management
13 15 (8.15%) Data Architecture
13 15 (8.15%) Logical Data Model
13 15 (8.15%) Scrum
13 15 (8.15%) Supplier Management
14 14 (7.61%) Data Governance
14 14 (7.61%) Line Management
Programming Languages
1 92 (50.00%) SQL
2 28 (15.22%) Java
3 17 (9.24%) C
4 15 (8.15%) C#
5 14 (7.61%) JavaScript
6 13 (7.07%) T-SQL
7 12 (6.52%) VBA
8 11 (5.98%) PL/SQL
9 10 (5.43%) XPath
10 4 (2.17%) C++
10 4 (2.17%) VB
11 2 (1.09%) Python
11 2 (1.09%) VB.NET
12 1 (0.54%) ABAP
12 1 (0.54%) Embedded C++
12 1 (0.54%) MATLAB
12 1 (0.54%) PHP
12 1 (0.54%) R
12 1 (0.54%) VBScript
12 1 (0.54%) XQuery
Qualifications
1 43 (23.37%) Degree
2 15 (8.15%) Security Cleared
3 9 (4.89%) ISEB
4 8 (4.35%) MBA
4 8 (4.35%) SC Cleared
5 5 (2.72%) ISTQB
5 5 (2.72%) ISTQB Advanced Certification
6 4 (2.17%) DV Cleared
7 2 (1.09%) PMI Certification
Quality Assurance & Compliance
1 25 (13.59%) Data Quality
2 13 (7.07%) QA
3 6 (3.26%) Basel II
3 6 (3.26%) Basel III
3 6 (3.26%) Solvency II
Systems Management
1 5 (2.72%) HP Quality Center
Vendors
1 73 (39.67%) Microsoft
2 40 (21.74%) Oracle
3 10 (5.43%) IBM
4 6 (3.26%) Cognos
4 6 (3.26%) Guidewire
4 6 (3.26%) Hyperion
5 5 (2.72%) Green Hat
5 5 (2.72%) HP
5 5 (2.72%) SAP
5 5 (2.72%) webMethods
6 4 (2.17%) Teradata
7 3 (1.63%) Alteryx
7 3 (1.63%) Tableau
8 1 (0.54%) CA
8 1 (0.54%) Rally
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