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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 179 142 157
Rank change year-on-year
-37 +15
Permanent jobs citing Data Modelling 71 116 90
As % of all permanent IT jobs located in the South West 1.26% 1.95% 1.46%
As % of the Processes & Methodologies category 1.43% 2.23% 1.72%
Number of salaries quoted 61 84 51
Median salary £43,000 £46,250 £40,000
Median salary % change year-on-year
-7.02% +15.62%
90% offered a salary of more than £32,500 £35,000 £29,023
10% offered a salary of more than £51,250 £70,000 £52,500
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
4954 5197 5227
As % of all permanent IT jobs located in the South West 87.77% 87.39% 84.76%
Number of salaries quoted 4163 4378 4296
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £28,500 £29,000 £27,500
10% offered a salary of more than £62,500 £61,200 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 30 September 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 30 September 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 -7 22 £39,000 +0.12% 1
Gloucestershire -21 19 £42,500 -10.52% 2
Wiltshire -10 14 £45,000 -10.00% 4
Somerset +1 12 £41,250 -31.25% 1
Cornwall - 2 - -
Devon -4 1 £37,500 -11.76%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 30 September 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 79 (63.20%) SQL
2 55 (44.00%) Microsoft
3 54 (43.20%) Business Intelligence
4 47 (37.60%) SQL Server
5 45 (36.00%) Data Warehouse
6 40 (32.00%) T-SQL
7 39 (31.20%) Agile Software Development
8 37 (29.60%) SQL Server Reporting Services
8 37 (29.60%) SQL Server Integration Services
9 35 (28.00%) ETL
10 32 (25.60%) SQL Server Analysis Services
11 27 (21.60%) Oracle
12 26 (20.80%) Finance
13 23 (18.40%) C
14 22 (17.60%) Management Information System
14 22 (17.60%) Migration
15 21 (16.80%) Analytical Skills
16 19 (15.20%) Degree
17 18 (14.40%) Data Analysis
17 18 (14.40%) Security Cleared
17 18 (14.40%) PL/SQL
17 18 (14.40%) Windows
17 18 (14.40%) SDLC
18 17 (13.60%) Data Structures
18 17 (13.60%) Computer Science
19 16 (12.80%) Data Migration
19 16 (12.80%) MS Excel
20 15 (12.00%) Scrum
21 14 (11.20%) ITIL
21 14 (11.20%) Data Management

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 10 (8.00%) SharePoint
2 3 (2.40%) IIS
2 3 (2.40%) SAS
3 1 (0.80%) Apache
3 1 (0.80%) Apache Pig
3 1 (0.80%) Apache Spark
3 1 (0.80%) BizTalk Server
3 1 (0.80%) Confluence
3 1 (0.80%) Elasticsearch
Applications
1 16 (12.80%) MS Excel
2 9 (7.20%) MS Office
3 8 (6.40%) MS PowerPoint
4 3 (2.40%) MS Visio
Business Applications
1 5 (4.00%) Oracle Utilities
2 1 (0.80%) Dynamics AX
2 1 (0.80%) Dynamics CRM
2 1 (0.80%) SAP CRM
Cloud Services
1 9 (7.20%) GitHub
1 9 (7.20%) Microsoft Azure
2 6 (4.80%) Amazon AWS
Database & Business Intelligence
1 47 (37.60%) SQL Server
2 45 (36.00%) Data Warehouse
3 37 (29.60%) SQL Server Integration Services
3 37 (29.60%) SQL Server Reporting Services
4 32 (25.60%) SQL Server Analysis Services
5 13 (10.40%) SQL Server 2014
6 10 (8.00%) BusinessObjects
6 10 (8.00%) Oracle Database
6 10 (8.00%) SSDT
7 9 (7.20%) Crystal Reports
7 9 (7.20%) Microsoft Analysis Services
8 8 (6.40%) Oracle Database 10g
8 8 (6.40%) Relational Database
9 7 (5.60%) MySQL
9 7 (5.60%) OLAP
9 7 (5.60%) Oracle Database 11g
10 6 (4.80%) Oracle BI EE
10 6 (4.80%) SQL Server 2008
11 5 (4.00%) Oracle ODI
11 5 (4.00%) Oracle Reports
Development Applications
1 10 (8.00%) Visual Studio
2 6 (4.80%) Rational DOORS
3 5 (4.00%) ERwin
3 5 (4.00%) JUnit
4 4 (3.20%) Team Foundation Server
5 1 (0.80%) JIRA
General
1 26 (20.80%) Finance
2 6 (4.80%) Retail
3 5 (4.00%) Banking
4 4 (3.20%) Retail Banking
5 3 (2.40%) Manufacturing
6 2 (1.60%) Legal
7 1 (0.80%) Aerospace
7 1 (0.80%) Billing
7 1 (0.80%) Telecoms
Job Titles
1 42 (33.60%) Developer
2 28 (22.40%) Analyst
3 17 (13.60%) Business Intelligence Developer
4 15 (12.00%) DBA
4 15 (12.00%) SQL DBA
5 12 (9.60%) SQL Server DBA
6 11 (8.80%) Business Intelligence Analyst
7 10 (8.00%) Architect
7 10 (8.00%) Software Developer
8 9 (7.20%) Applications Developer
8 9 (7.20%) C++ Applications Developer
8 9 (7.20%) C++ Developer
8 9 (7.20%) C++ Software Developer
8 9 (7.20%) Data Analyst
8 9 (7.20%) Development DBA
8 9 (7.20%) Senior Developer
8 9 (7.20%) SQL Server Development DBA
9 8 (6.40%) Business Developer
9 8 (6.40%) Data Modeller
10 7 (5.60%) Data Architect
Libraries, Frameworks & Software Standards
1 9 (7.20%) Qt
2 6 (4.80%) .NET
3 5 (4.00%) Hibernate
4 4 (3.20%) Web Services
5 3 (2.40%) XML
6 2 (1.60%) .NET Framework
6 2 (1.60%) ASP.NET
7 1 (0.80%) Apache Camel
7 1 (0.80%) Kafka
7 1 (0.80%) Spring
Miscellaneous
1 22 (17.60%) Management Information System
2 21 (16.80%) Analytical Skills
3 17 (13.60%) Computer Science
3 17 (13.60%) Data Structures
4 9 (7.20%) Algorithms
5 8 (6.40%) NHS
5 8 (6.40%) Visualisation
6 7 (5.60%) Data Integration
7 5 (4.00%) Mathematics
7 5 (4.00%) Performance Metrics
7 5 (4.00%) Virtual Team
8 4 (3.20%) Enterprise Software
9 3 (2.40%) Data Extraction
9 3 (2.40%) Driving Licence
10 2 (1.60%) Client/Server
10 2 (1.60%) Data Protection Act
10 2 (1.60%) N-Tier
10 2 (1.60%) Reference Data
11 1 (0.80%) Statistics
11 1 (0.80%) Taxonomies
Operating Systems
1 18 (14.40%) Windows
2 7 (5.60%) Unix
3 5 (4.00%) Linux
4 3 (2.40%) Windows Server
5 2 (1.60%) Windows Server 2003
5 2 (1.60%) Windows Server 2008
Processes & Methodologies
1 54 (43.20%) Business Intelligence
2 39 (31.20%) Agile Software Development
3 35 (28.00%) ETL
4 22 (17.60%) Migration
5 18 (14.40%) Data Analysis
5 18 (14.40%) SDLC
6 16 (12.80%) Data Migration
7 15 (12.00%) Scrum
8 14 (11.20%) Data Management
8 14 (11.20%) ITIL
9 13 (10.40%) Master Data Management
9 13 (10.40%) OOD
10 12 (9.60%) Mentoring
11 11 (8.80%) Analytics
11 11 (8.80%) Dimensional Modelling
11 11 (8.80%) Information Management
11 11 (8.80%) Service Management
11 11 (8.80%) Use Case
11 11 (8.80%) Validation
12 10 (8.00%) E-Commerce
Programming Languages
1 79 (63.20%) SQL
2 40 (32.00%) T-SQL
3 23 (18.40%) C
4 18 (14.40%) PL/SQL
5 13 (10.40%) C++
6 11 (8.80%) Java
7 9 (7.20%) PowerShell
8 7 (5.60%) Shell Script
9 4 (3.20%) C#
9 4 (3.20%) VBA
10 3 (2.40%) VB
11 2 (1.60%) R
12 1 (0.80%) Python
Qualifications
1 19 (15.20%) Degree
2 18 (14.40%) Security Cleared
3 9 (7.20%) DV Cleared
3 9 (7.20%) MCP
3 9 (7.20%) MCSA
3 9 (7.20%) Microsoft Certification
3 9 (7.20%) SC Cleared
4 1 (0.80%) MBA
Quality Assurance & Compliance
1 11 (8.80%) Data Quality
2 6 (4.80%) QA
3 1 (0.80%) JSP 440
System Software
1 5 (4.00%) Oracle RAC
2 1 (0.80%) Apache ZooKeeper
Systems Management
1 1 (0.80%) Hadoop YARN
Vendors
1 55 (44.00%) Microsoft
2 27 (21.60%) Oracle
3 9 (7.20%) RedGate
4 7 (5.60%) SAP
5 5 (4.00%) Informatica
5 5 (4.00%) Jedox
6 3 (2.40%) Alteryx
6 3 (2.40%) Remedy
6 3 (2.40%) Tableau
7 2 (1.60%) Cognos
8 1 (0.80%) Cloudera
8 1 (0.80%) Guidewire
8 1 (0.80%) Hortonworks
8 1 (0.80%) MapR
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ITR Partners Limited
Posted: Yesterday
Gloucester, Gloucestershire
Informatiq Consulting
Posted: Yesterday
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 21 hours ago
Wiltshire
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Salary: £30000.00 - £40000.00 per annum
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Chippenham, Wiltshire
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Salary: £40000.00 - £50000.00 per annum
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Salary: From £35,000 to £40,000 per annum
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Bournemouth, Dorset
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Salary: Competitive + Benefits
Posted: 8 days ago
Bristol, Avon
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Salary: £45000.00 - £57000.00 per annum
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Salisbury
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Salary: £40000.00 per annum + Excellent Benefits
Posted: 22 days ago
Poole, Dorset
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Salary: Competitive Salary + Benefits + Bonus
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Salary: £35000 - £45000 per annum + bonus, pension, health care etc
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