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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 175 135 143
Rank change year-on-year
-40 +8
Permanent jobs citing Data Modelling 64 116 101
As % of all permanent IT jobs located in the South West 1.20% 1.99% 1.70%
As % of the Processes & Methodologies category 1.38% 2.33% 1.99%
Number of salaries quoted 49 74 71
Median salary £41,000 £42,000 £50,000
Median salary % change year-on-year
-2.38% -16.00%
90% offered a salary of more than £35,000 £32,000 £32,500
10% offered a salary of more than £66,000 £62,500 £70,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
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
4640 4988 5075
As % of all permanent IT jobs located in the South West 86.96% 85.37% 85.51%
Number of salaries quoted 3891 4161 4223
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year
+6.25% -3.61%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £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 28 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 median salaries quoted in IT jobs citing Data Modelling within the South West region over the 3 months to 28 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
(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 -18 17 £39,000 +4.00% 5
Gloucestershire -40 15 £42,500 -5.55% 1
Wiltshire +16 12 £70,000 +52.17% 2
Dorset +17 9 £36,250 -
Somerset -6 8 £42,500 -39.28% 1
Devon +4 2 £35,000 +2.94% 1
Cornwall - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 28 May 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 (51.70%) SQL
2 67 (45.58%) Microsoft
3 53 (36.05%) Business Intelligence
4 49 (33.33%) Data Warehouse
4 49 (33.33%) Analytical Skills
5 46 (31.29%) SQL Server
6 45 (30.61%) Finance
7 35 (23.81%) Oracle
8 33 (22.45%) Degree
9 32 (21.77%) SQL Server Reporting Services
9 32 (21.77%) Management Information System
10 31 (21.09%) MS Excel
11 30 (20.41%) SQL Server Analysis Services
12 28 (19.05%) ETL
12 28 (19.05%) Data Structures
13 27 (18.37%) SQL Server Integration Services
14 26 (17.69%) Agile Software Development
14 26 (17.69%) Web Services
15 23 (15.65%) Java
16 22 (14.97%) OOD
17 20 (13.61%) Relational Database
17 20 (13.61%) Analytics
18 19 (12.93%) Data Management
19 18 (12.24%) OO
20 17 (11.56%) Computer Science
20 17 (11.56%) Microsoft Azure
21 16 (10.88%) C
21 16 (10.88%) XML
22 15 (10.20%) JUnit
22 15 (10.20%) Scrum

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 6 (4.08%) SharePoint
2 4 (2.72%) Oracle Workflow
3 3 (2.04%) Apache
3 3 (2.04%) Apache Solr
3 3 (2.04%) Apache Spark
3 3 (2.04%) SAS
4 1 (0.68%) MQSeries
4 1 (0.68%) Node.js
Applications
1 31 (21.09%) MS Excel
2 9 (6.12%) MS Office
3 8 (5.44%) MS PowerPoint
4 6 (4.08%) MS Visio
5 1 (0.68%) Spreadsheet
5 1 (0.68%) SPSS
Business Applications
1 4 (2.72%) Oracle BPM
2 2 (1.36%) Cognos Business Intelligence
2 2 (1.36%) SAP CRM
3 1 (0.68%) Temenos T24
Cloud Services
1 17 (11.56%) Microsoft Azure
2 15 (10.20%) Amazon AWS
3 1 (0.68%) Cloud Computing
3 1 (0.68%) GitHub
Communications & Networking
1 1 (0.68%) Radio Access Network
Database & Business Intelligence
1 49 (33.33%) Data Warehouse
2 46 (31.29%) SQL Server
3 32 (21.77%) SQL Server Reporting Services
4 30 (20.41%) SQL Server Analysis Services
5 27 (18.37%) SQL Server Integration Services
6 20 (13.61%) Relational Database
7 12 (8.16%) BusinessObjects
7 12 (8.16%) RDBMS
8 7 (4.76%) Microsoft Analysis Services
8 7 (4.76%) MySQL
8 7 (4.76%) OLAP
9 6 (4.08%) Oracle Database
10 5 (3.40%) Amazon Redshift
10 5 (3.40%) Enterprise Data Warehouse
10 5 (3.40%) QlikView
11 4 (2.72%) Big Data
11 4 (2.72%) Business Intelligence Development Studio
11 4 (2.72%) Oracle BI EE
11 4 (2.72%) Oracle Database 11g
12 3 (2.04%) SQL Server 2012
Development Applications
1 15 (10.20%) JUnit
2 7 (4.76%) ERwin
3 3 (2.04%) Maven
3 3 (2.04%) Rational DOORS
4 2 (1.36%) Subversion
5 1 (0.68%) Visual Studio
General
1 45 (30.61%) Finance
2 15 (10.20%) Retail
3 11 (7.48%) Law
4 8 (5.44%) Banking
4 8 (5.44%) Military
5 7 (4.76%) Legal
6 5 (3.40%) Aerospace
7 4 (2.72%) Publishing
8 2 (1.36%) Billing
9 1 (0.68%) Financial Institution
9 1 (0.68%) Telecoms
Job Titles
1 49 (33.33%) Analyst
2 44 (29.93%) Developer
3 18 (12.24%) Senior Developer
4 15 (10.20%) Java Developer
5 14 (9.52%) Business Intelligence Developer
6 13 (8.84%) Business Intelligence Analyst
7 11 (7.48%) Business Analyst
8 10 (6.80%) Architect
8 10 (6.80%) Senior Java Developer
9 9 (6.12%) Information Architect
10 8 (5.44%) Data Architect
10 8 (5.44%) Data Modeller
11 7 (4.76%) Data Analyst
11 7 (4.76%) Information Analyst
11 7 (4.76%) MI Analyst
12 6 (4.08%) Senior Business Intelligence Developer
13 5 (3.40%) Applications Engineer
13 5 (3.40%) Applications Support Engineer
13 5 (3.40%) Senior Business Intelligence Analyst
13 5 (3.40%) Software Engineer
Libraries, Frameworks & Software Standards
1 26 (17.69%) Web Services
2 16 (10.88%) XML
3 10 (6.80%) Tapestry
4 9 (6.12%) .NET
5 6 (4.08%) ASP.NET
6 5 (3.40%) CSS
6 5 (3.40%) HTML
6 5 (3.40%) Middleware
6 5 (3.40%) Qt
7 4 (2.72%) Oracle Fusion
8 3 (2.04%) .NET Framework
8 3 (2.04%) Hibernate
8 3 (2.04%) Natural Language Processing
8 3 (2.04%) Spring
9 2 (1.36%) COM
9 2 (1.36%) DirectX
9 2 (1.36%) MDX
9 2 (1.36%) MFC
9 2 (1.36%) OLE
9 2 (1.36%) XSD
Miscellaneous
1 49 (33.33%) Analytical Skills
2 32 (21.77%) Management Information System
3 28 (19.05%) Data Structures
4 17 (11.56%) Computer Science
5 11 (7.48%) Enterprise Software
6 9 (6.12%) Data Integration
6 9 (6.12%) LIMS
6 9 (6.12%) Taxonomies
7 8 (5.44%) Algorithms
7 8 (5.44%) Visualisation
8 5 (3.40%) Mathematics
9 3 (2.04%) Credit Risk
9 3 (2.04%) Performance Metrics
9 3 (2.04%) Statistics
10 2 (1.36%) iPad
10 2 (1.36%) PMI
11 1 (0.68%) Cyberthreat
11 1 (0.68%) Economics
11 1 (0.68%) Reference Data
Operating Systems
1 6 (4.08%) Windows
2 1 (0.68%) Unix
Processes & Methodologies
1 53 (36.05%) Business Intelligence
2 28 (19.05%) ETL
3 26 (17.69%) Agile Software Development
4 22 (14.97%) OOD
5 20 (13.61%) Analytics
6 19 (12.93%) Data Management
7 18 (12.24%) OO
8 15 (10.20%) Scrum
9 14 (9.52%) Enterprise Architecture
9 14 (9.52%) Use Case
10 13 (8.84%) Business Analysis
10 13 (8.84%) Information Architecture
10 13 (8.84%) Logistics
10 13 (8.84%) Project Management
10 13 (8.84%) TOGAF
10 13 (8.84%) UML
11 12 (8.16%) Data Governance
11 12 (8.16%) Logical Data Model
11 12 (8.16%) Master Data Management
11 12 (8.16%) Supplier Management
Programming Languages
1 76 (51.70%) SQL
2 23 (15.65%) Java
3 16 (10.88%) C
4 12 (8.16%) T-SQL
5 11 (7.48%) VBA
6 10 (6.80%) C#
6 10 (6.80%) JavaScript
7 9 (6.12%) PL/SQL
8 6 (4.08%) XPath
9 5 (3.40%) C++
10 4 (2.72%) VB
11 1 (0.68%) ABAP
11 1 (0.68%) PHP
11 1 (0.68%) PowerShell
11 1 (0.68%) Python
11 1 (0.68%) VBScript
11 1 (0.68%) XQuery
Qualifications
1 33 (22.45%) Degree
2 15 (10.20%) Security Cleared
3 8 (5.44%) MBA
3 8 (5.44%) SC Cleared
4 4 (2.72%) DV Cleared
5 3 (2.04%) ISEB
6 2 (1.36%) PMI Certification
7 1 (0.68%) ISTQB
7 1 (0.68%) ISTQB Advanced Certification
7 1 (0.68%) MCP
7 1 (0.68%) MCSA
7 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 14 (9.52%) Data Quality
2 8 (5.44%) QA
3 4 (2.72%) Basel II
3 4 (2.72%) Basel III
3 4 (2.72%) Solvency II
Systems Management
1 1 (0.68%) HP Quality Center
Vendors
1 67 (45.58%) Microsoft
2 35 (23.81%) Oracle
3 8 (5.44%) SAP
4 7 (4.76%) Cognos
5 6 (4.08%) Guidewire
5 6 (4.08%) Hyperion
6 5 (3.40%) Tableau
7 3 (2.04%) Alteryx
7 3 (2.04%) IBM
8 2 (1.36%) Teradata
9 1 (0.68%) CA
9 1 (0.68%) Green Hat
9 1 (0.68%) HP
9 1 (0.68%) Rally
9 1 (0.68%) RedGate
9 1 (0.68%) webMethods
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