The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / South West
Rank 188 167 138
Rank change year-on-year -21 -29  
Permanent jobs citing Data Modelling 50 87 112
As % of all permanent IT jobs advertised in the South West 0.98% 1.48% 1.87%
As % of the Processes & Methodologies category 1.09% 1.67% 2.14%
Number of salaries quoted 42 59 53
Median salary £40,000 £41,500 £45,000
Median salary % change year-on-year -3.61% -7.77%  
90% offered a salary of more than £32,500 £31,500 £34,000
10% offered a salary of more than £50,990 £66,000 £70,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for process and methodology skills.

Process & Methodology Skills
South West
Permanent job vacancies with a requirement for process and methodology skills 4583 5217 5244
As % of all permanent IT job vacancies advertised in the South West 90.11% 88.77% 87.74%
Number of salaries quoted 3782 4256 4361
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,500 £29,000 £28,500
10% offered a salary of more than £62,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in the South West.

Salary trend for Data Modelling in the South West

Data Modelling
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Modelling in the South West over the 3 months to 25 March 2017.

Salary histogram for Data Modelling 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 25 March 2017. 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 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
Wiltshire +19 21 £40,000 -36.00% 3
Bristol -17 12 £37,000 -1.33% 4
Gloucestershire -11 10 £43,500 -3.33% 1
Somerset - 5 £35,000 - 3
Devon +3 1 £67,500 +62.65% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 25 March 2017, 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 60 (57.14%) SQL
2 43 (40.95%) Business Intelligence
3 29 (27.62%) Finance
4 28 (26.67%) Data Warehouse
5 27 (25.71%) Agile Software Development
6 25 (23.81%) ETL
7 24 (22.86%) T-SQL
8 22 (20.95%) SQL Server Integration Services
9 21 (20.00%) SQL Server
10 20 (19.05%) SQL Server Reporting Services
11 19 (18.10%) Microsoft
11 19 (18.10%) Management Information System
12 16 (15.24%) Java
12 16 (15.24%) Oracle
13 15 (14.29%) Data Quality
14 14 (13.33%) Use Case
14 14 (13.33%) Analytical Skills
14 14 (13.33%) Logical Data Model
15 13 (12.38%) Data Architecture
15 13 (12.38%) Data Analysis
15 13 (12.38%) Degree
15 13 (12.38%) UML
15 13 (12.38%) Scrum
16 12 (11.43%) Banking
16 12 (11.43%) Data Management
16 12 (11.43%) Migration
16 12 (11.43%) Security Cleared
16 12 (11.43%) Microsoft Power View
17 11 (10.48%) Business Process Modelling
17 11 (10.48%) Computer Science

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 (6.67%) WebSphere
2 4 (3.81%) SharePoint
3 2 (1.90%) Apache Spark
3 2 (1.90%) BizTalk Server
3 2 (1.90%) Confluence
3 2 (1.90%) Mule
4 1 (0.95%) Apache
4 1 (0.95%) Apache Pig
4 1 (0.95%) Elasticsearch
Applications
1 6 (5.71%) MS Excel
2 4 (3.81%) MS Visio
3 3 (2.86%) MS PowerPoint
4 2 (1.90%) MS Office
Business Applications
1 1 (0.95%) SAP Oil and Gas
Cloud Services
1 6 (5.71%) Amazon AWS
2 2 (1.90%) Amazon EMR
3 1 (0.95%) Amazon SQS
3 1 (0.95%) Microsoft Azure
Communications & Networking
1 1 (0.95%) SAN
Database & Business Intelligence
1 28 (26.67%) Data Warehouse
2 22 (20.95%) SQL Server Integration Services
3 21 (20.00%) SQL Server
4 20 (19.05%) SQL Server Reporting Services
5 12 (11.43%) Microsoft Power View
6 10 (9.52%) Power BI
7 8 (7.62%) PowerPivot
8 7 (6.67%) Big Data
8 7 (6.67%) Oracle Reports
8 7 (6.67%) QlikView
9 5 (4.76%) MySQL
9 5 (4.76%) Relational Database
9 5 (4.76%) SQL Server 2008
10 4 (3.81%) Crystal Reports
10 4 (3.81%) Hadoop
10 4 (3.81%) NoSQL
10 4 (3.81%) Oracle BI EE
10 4 (3.81%) Oracle ODI
10 4 (3.81%) PerformancePoint
10 4 (3.81%) SQL Server Analysis Services
Development Applications
1 8 (7.62%) Git (software)
2 2 (1.90%) Jenkins
2 2 (1.90%) JIRA
2 2 (1.90%) Rational DOORS
3 1 (0.95%) JUnit
General
1 29 (27.62%) Finance
2 12 (11.43%) Banking
3 8 (7.62%) Retail
4 4 (3.81%) Retail Banking
5 3 (2.86%) Telecoms
6 2 (1.90%) Manufacturing
7 1 (0.95%) Advertising
7 1 (0.95%) Back Office
7 1 (0.95%) Electronics
7 1 (0.95%) Front Office
7 1 (0.95%) Marketing
Job Titles
1 32 (30.48%) Architect
2 27 (25.71%) Analyst
2 27 (25.71%) Developer
3 19 (18.10%) Data Architect
4 11 (10.48%) Java Developer
5 10 (9.52%) Insight Analyst
6 8 (7.62%) Business Intelligence Architect
7 7 (6.67%) Business Intelligence Analyst
7 7 (6.67%) Business Intelligence Developer
8 6 (5.71%) Data Analyst
8 6 (5.71%) DBA
8 6 (5.71%) Middleware Architect
8 6 (5.71%) Solutions Architect
8 6 (5.71%) SQL Analyst
8 6 (5.71%) SQL DBA
8 6 (5.71%) SSRS Analyst
8 6 (5.71%) Technical Architect
9 5 (4.76%) Business Analyst
10 4 (3.81%) Senior Analyst
10 4 (3.81%) SSIS Developer
Libraries, Frameworks & Software Standards
1 11 (10.48%) REST
2 9 (8.57%) XML
3 8 (7.62%) Middleware
4 7 (6.67%) HTML
4 7 (6.67%) HTML5
4 7 (6.67%) SOAP
5 6 (5.71%) Hibernate
5 6 (5.71%) Spring
5 6 (5.71%) WCF
5 6 (5.71%) WSDL
5 6 (5.71%) XSD
6 5 (4.76%) CSS
7 3 (2.86%) .NET
7 3 (2.86%) ASP.NET
8 2 (1.90%) ASP.NET Web API
8 2 (1.90%) JSON
8 2 (1.90%) Web Services
8 2 (1.90%) XForms
8 2 (1.90%) XSL
9 1 (0.95%) TensorFlow
Miscellaneous
1 19 (18.10%) Management Information System
2 14 (13.33%) Analytical Skills
3 11 (10.48%) Computer Science
4 7 (6.67%) DataPower
5 4 (3.81%) Reference Data
6 3 (2.86%) NHS
7 2 (1.90%) Data Structures
7 2 (1.90%) Driving Licence
7 2 (1.90%) Wiki
8 1 (0.95%) Algorithms
8 1 (0.95%) Clustering
8 1 (0.95%) FMCG
8 1 (0.95%) N-Tier
Operating Systems
1 3 (2.86%) Windows
1 3 (2.86%) Windows Server
2 2 (1.90%) Unix
Processes & Methodologies
1 43 (40.95%) Business Intelligence
2 27 (25.71%) Agile Software Development
3 25 (23.81%) ETL
4 14 (13.33%) Logical Data Model
4 14 (13.33%) Use Case
5 13 (12.38%) Data Analysis
5 13 (12.38%) Data Architecture
5 13 (12.38%) Scrum
5 13 (12.38%) UML
6 12 (11.43%) Data Management
6 12 (11.43%) Migration
7 11 (10.48%) Business Process Modelling
8 10 (9.52%) BPEL
8 10 (9.52%) SOA
8 10 (9.52%) Unit Testing
9 9 (8.57%) Analytics
9 9 (8.57%) Physical Data Model
9 9 (8.57%) Project Management
9 9 (8.57%) Stakeholder Management
9 9 (8.57%) Workflow
Programming Languages
1 60 (57.14%) SQL
2 24 (22.86%) T-SQL
3 16 (15.24%) Java
4 9 (8.57%) C
5 6 (5.71%) PL/SQL
6 3 (2.86%) C#
6 3 (2.86%) VBA
7 2 (1.90%) XPath
7 2 (1.90%) XQuery
8 1 (0.95%) Go
8 1 (0.95%) Python
Qualifications
1 13 (12.38%) Degree
2 12 (11.43%) Security Cleared
3 6 (5.71%) DV Cleared
4 4 (3.81%) SC Cleared
5 2 (1.90%) BPSS Clearance
5 2 (1.90%) ISEB
6 1 (0.95%) MCSA
6 1 (0.95%) MCSE
6 1 (0.95%) Microsoft Certification
6 1 (0.95%) PhD
Quality Assurance & Compliance
1 15 (14.29%) Data Quality
2 1 (0.95%) QA
System Software
1 2 (1.90%) Firmware
2 1 (0.95%) Active Directory
2 1 (0.95%) Apache ZooKeeper
2 1 (0.95%) Docker
Systems Management
1 2 (1.90%) HP Quality Center
2 1 (0.95%) Hadoop YARN
2 1 (0.95%) Kubernetes
Vendors
1 19 (18.10%) Microsoft
2 16 (15.24%) Oracle
3 9 (8.57%) IBM
4 7 (6.67%) SAP
4 7 (6.67%) Software AG
5 6 (5.71%) Unisys
6 4 (3.81%) Remedy
7 3 (2.86%) Tableau
8 2 (1.90%) CA Agile Central
9 1 (0.95%) Cloudera
9 1 (0.95%) Google
9 1 (0.95%) Hortonworks
9 1 (0.95%) HP
9 1 (0.95%) Informatica
9 1 (0.95%) MapR
9 1 (0.95%) Pegasus
Swindon, Wiltshire
Redrock Consulting Ltd
Salary: £40000 - £45000 per annum + Bonus + Benefits
Posted: 3 days ago
Bath
Wessex Water
Salary: Circa £60k, dependent on experience + Benefits
Posted: 2 days ago
Bristol, Avon
Southern Lights Recruitment
Salary: £50000 - £60000 per annum + Excellent Benefits
Posted: 4 days ago
Bristol, Avon
Haybrook IT Resourcing Ltd
Salary: Up to £45,000 per annum
Posted: 5 days ago
Taunton
360 Resourcing
Salary: Competitive
Posted: 13 days ago
Bournemouth
Fixed Recruitment Ltd
Salary: £22000 - £30000 per annum
Posted: 18 days ago
Swindon, Wiltshire
The National Trust
Salary: Competitive + Benefits
Posted: 17 days ago
Cheltenham, Gloucestershire
Blue Resourcing
Posted: 19 days ago