Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for RDBMS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RDBMS over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Relational Database Management System (RDBMS)
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 113 107 64
Rank change year-on-year -6 -43 +32
Permanent jobs citing RDBMS 42 30 106
As % of all permanent IT jobs advertised in Edinburgh 1.55% 1.30% 3.48%
As % of the Database & Business Intelligence category 4.57% 4.69% 12.65%
Number of salaries quoted 22 25 78
Edinburgh median annual salary £41,500 £40,000 £40,000
Median salary % change year-on-year +3.75% - -
10th Percentile £36,250 £25,200 £31,225
90th Percentile £52,500 £50,000 £67,275
Scotland median annual salary £43,500 £40,500 £45,000
% change year-on-year +7.41% -10.00% +12.50%

RDBMS is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 919 640 838
As % of all permanent IT jobs advertised in Edinburgh 33.87% 27.65% 27.55%
Number of salaries quoted 586 458 564
Edinburgh median annual salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50% -
10th Percentile £27,000 £27,850 £26,750
90th Percentile £62,500 £62,500 £62,500
Scotland median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

RDBMS
Job Vacancy Trend in Edinburgh

Job postings citing RDBMS as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for RDBMS in Edinburgh

RDBMS
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing RDBMS in Edinburgh.

Salary trend for RDBMS in Edinburgh

RDBMS
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing RDBMS in Edinburgh over the 6 months to 21 November 2017.

Salary histogram for RDBMS in Edinburgh

For the 6 months to 21 November 2017, IT jobs citing RDBMS 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 Edinburgh region with a requirement for RDBMS.

1 42 (100.00%) Relational Database
2 20 (47.62%) SQL
2 20 (47.62%) SQL Server
3 16 (38.10%) .NET
3 16 (38.10%) C#
3 16 (38.10%) Agile Software Development
4 14 (33.33%) Microsoft Azure
4 14 (33.33%) ASP.NET
4 14 (33.33%) MVC
5 13 (30.95%) JavaScript
6 12 (28.57%) HTML
7 11 (26.19%) CSS
7 11 (26.19%) ASP.NET MVC
8 10 (23.81%) Linux
8 10 (23.81%) Java
8 10 (23.81%) Oracle
9 9 (21.43%) Visual Studio
9 9 (21.43%) Finance
9 9 (21.43%) Business Intelligence
9 9 (21.43%) AngularJS
10 8 (19.05%) Xamarin
10 8 (19.05%) ASP.NET Web Forms
10 8 (19.05%) Entity Framework
10 8 (19.05%) Microsoft
10 8 (19.05%) CMS
10 8 (19.05%) DOM
10 8 (19.05%) Ajax
10 8 (19.05%) .NET Framework
11 7 (16.67%) SQL Server Reporting Services
11 7 (16.67%) Spring

RDBMS
Co-occurring IT Skills in Edinburgh 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 8 (19.05%) CMS
2 5 (11.90%) JBoss
2 5 (11.90%) SharePoint
2 5 (11.90%) Umbraco
3 4 (9.52%) WebLogic
4 1 (2.38%) Apache Spark
4 1 (2.38%) Oracle SOA Suite
Applications
1 5 (11.90%) Photoshop
Cloud Services
1 14 (33.33%) Microsoft Azure
Database & Business Intelligence
1 42 (100.00%) Relational Database
2 20 (47.62%) SQL Server
3 7 (16.67%) SQL Server Reporting Services
4 5 (11.90%) Data Warehouse
4 5 (11.90%) Oracle Database
4 5 (11.90%) PostgreSQL
4 5 (11.90%) SQL Server 2014
5 4 (9.52%) Hadoop
5 4 (9.52%) Oracle Database 12c
5 4 (9.52%) Oracle9i Database
6 3 (7.14%) Azure SQL Database
7 2 (4.76%) Amazon Redshift
7 2 (4.76%) Big Data
7 2 (4.76%) BusinessObjects
7 2 (4.76%) Looker
7 2 (4.76%) MongoDB
7 2 (4.76%) NoSQL
7 2 (4.76%) QlikView
7 2 (4.76%) SQL Server Analysis Services
8 1 (2.38%) HBase
Development Applications
1 9 (21.43%) Visual Studio
2 4 (9.52%) Git (software)
2 4 (9.52%) Subversion
3 1 (2.38%) Ant
3 1 (2.38%) ERwin
3 1 (2.38%) Jenkins
3 1 (2.38%) Maven
3 1 (2.38%) Oracle Forms
3 1 (2.38%) Team Foundation Server
General
1 9 (21.43%) Finance
2 1 (2.38%) Legal
2 1 (2.38%) Local Government
2 1 (2.38%) Retail
Job Titles
1 24 (57.14%) Developer
2 13 (30.95%) Senior Developer
3 11 (26.19%) DBA
4 10 (23.81%) .NET Developer
5 7 (16.67%) ASP.NET Developer
5 7 (16.67%) Java Developer
5 7 (16.67%) Senior .NET Developer
6 6 (14.29%) ASP.NET MVC Developer
6 6 (14.29%) Senior ASP.NET Developer
6 6 (14.29%) Senior ASP.NET MVC Developer
6 6 (14.29%) Senior Java Developer
7 5 (11.90%) Production DBA
8 4 (9.52%) .NET Applications Developer
8 4 (9.52%) C# .NET Developer
8 4 (9.52%) C# Application Developer
8 4 (9.52%) Senior Applications Developer
8 4 (9.52%) Senior C# .NET Developer
8 4 (9.52%) Senior C# Application Developer
8 4 (9.52%) Senior C# ASP.NET Developer
8 4 (9.52%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 16 (38.10%) .NET
2 14 (33.33%) ASP.NET
3 12 (28.57%) HTML
4 11 (26.19%) ASP.NET MVC
4 11 (26.19%) CSS
5 9 (21.43%) AngularJS
6 8 (19.05%) .NET Framework
6 8 (19.05%) Ajax
6 8 (19.05%) ASP.NET Web Forms
6 8 (19.05%) DOM
6 8 (19.05%) Entity Framework
7 7 (16.67%) jQuery
7 7 (16.67%) LESS
7 7 (16.67%) Sass
7 7 (16.67%) Spring
7 7 (16.67%) Twitter Bootstrap
8 6 (14.29%) HTML5
9 5 (11.90%) Apache Cordova
9 5 (11.90%) CSS3
9 5 (11.90%) PhoneGap
Miscellaneous
1 4 (9.52%) Fintech
2 2 (4.76%) Analytical Skills
2 2 (4.76%) Clustering
3 1 (2.38%) Computer Science
3 1 (2.38%) Mobile App
3 1 (2.38%) Taxonomies
Operating Systems
1 10 (23.81%) Linux
2 7 (16.67%) Unix
3 4 (9.52%) Windows
Processes & Methodologies
1 16 (38.10%) Agile Software Development
2 14 (33.33%) MVC
3 9 (21.43%) Business Intelligence
4 5 (11.90%) Asset Management
4 5 (11.90%) Open Source
4 5 (11.90%) Responsive Web Design
5 4 (9.52%) Creative Problem-Solving
5 4 (9.52%) Infrastructure Management
5 4 (9.52%) Microservices
5 4 (9.52%) OOP
5 4 (9.52%) Security Management
5 4 (9.52%) SEO
6 3 (7.14%) ETL
7 2 (4.76%) Database Mirroring
7 2 (4.76%) Scrum
7 2 (4.76%) TDD
8 1 (2.38%) API Development
8 1 (2.38%) Innovative Thinking
8 1 (2.38%) IT Strategy
8 1 (2.38%) Workflow Analysis
Programming Languages
1 20 (47.62%) SQL
2 16 (38.10%) C#
3 13 (30.95%) JavaScript
4 10 (23.81%) Java
5 5 (11.90%) PowerShell
6 4 (9.52%) Shell Script
7 2 (4.76%) Python
7 2 (4.76%) Scala
7 2 (4.76%) T-SQL
8 1 (2.38%) C
8 1 (2.38%) C++
8 1 (2.38%) PL/SQL
Qualifications
1 5 (11.90%) MCDBA
1 5 (11.90%) MCITP
1 5 (11.90%) Microsoft Certification
2 1 (2.38%) Degree
Quality Assurance & Compliance
1 4 (9.52%) SLA
2 2 (4.76%) QA
System Software
1 4 (9.52%) Oracle RAC
Systems Management
1 5 (11.90%) Systems Management Server (SMS)
2 4 (9.52%) Data Guard
2 4 (9.52%) Oracle RMAN
3 1 (2.38%) Ansible
3 1 (2.38%) Opscode Chef
3 1 (2.38%) Puppet
Vendors
1 10 (23.81%) Oracle
2 8 (19.05%) Microsoft
2 8 (19.05%) Xamarin
3 2 (4.76%) Tableau
4 1 (2.38%) IBM
4 1 (2.38%) Teradata