Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Relational Database skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Relational Database over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Edinburgh
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 60 72 42
Rank change year-on-year +12 -30 +26
Permanent jobs citing Relational Database 105 69 156
As % of all permanent IT jobs advertised in Edinburgh 3.88% 2.98% 5.10%
As % of the Database & Business Intelligence category 11.49% 10.80% 18.46%
Number of salaries quoted 56 60 108
Edinburgh median annual salary £38,750 £40,000 £37,500
Median salary % change year-on-year -3.13% +6.67% -6.25%
10th Percentile £29,000 £23,400 £23,525
90th Percentile £51,250 £75,000 £56,625
Scotland median annual salary £42,500 £42,500 £42,233
% change year-on-year - +0.63% +5.58%

Relational Database 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 914 639 845
As % of all permanent IT jobs advertised in Edinburgh 33.79% 27.55% 27.61%
Number of salaries quoted 580 451 564
Edinburgh median annual salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50% -
10th Percentile £27,000 £27,000 £26,400
90th Percentile £62,500 £62,500 £62,125
Scotland median annual salary £42,000 £42,500 £40,000
% change year-on-year -1.18% +6.25% -

Relational Database
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Relational Database in Edinburgh

Relational Database
Salary Trend in Edinburgh

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

Salary trend for Relational Database in Edinburgh

Relational Database
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Relational Database in Edinburgh over the 6 months to 17 November 2017.

Salary histogram for Relational Database in Edinburgh

For the 6 months to 17 November 2017, IT jobs citing Relational Database 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 Relational Database.

1 61 (58.10%) SQL
2 42 (40.00%) RDBMS
3 36 (34.29%) SQL Server
4 31 (29.52%) Java
4 31 (29.52%) Agile Software Development
5 30 (28.57%) JavaScript
5 30 (28.57%) C#
6 29 (27.62%) .NET
7 26 (24.76%) Python
8 25 (23.81%) HTML
9 24 (22.86%) PostgreSQL
10 20 (19.05%) Oracle
10 20 (19.05%) CSS
10 20 (19.05%) Linux
10 20 (19.05%) Data Warehouse
11 19 (18.10%) Microsoft Azure
12 18 (17.14%) Finance
13 17 (16.19%) MVC
13 17 (16.19%) ASP.NET
13 17 (16.19%) Algorithms
14 16 (15.24%) Amazon Redshift
15 15 (14.29%) AngularJS
15 15 (14.29%) Statistics
16 14 (13.33%) Microsoft
16 14 (13.33%) Machine Learning
17 13 (12.38%) ASP.NET MVC
17 13 (12.38%) SQL Server Reporting Services
18 12 (11.43%) jQuery
19 11 (10.48%) Business Intelligence
19 11 (10.48%) Unix

Relational Database
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 (7.62%) CMS
2 6 (5.71%) Umbraco
3 5 (4.76%) JBoss
3 5 (4.76%) SharePoint
4 4 (3.81%) WebLogic
5 3 (2.86%) BizTalk Server
6 1 (0.95%) Apache
6 1 (0.95%) Confluence
6 1 (0.95%) Elasticsearch
6 1 (0.95%) IIS
6 1 (0.95%) nginx
6 1 (0.95%) SAS
Applications
1 5 (4.76%) Photoshop
2 2 (1.90%) Microsoft Excel
Cloud Services
1 19 (18.10%) Microsoft Azure
2 3 (2.86%) Amazon AWS
3 2 (1.90%) GitHub
4 1 (0.95%) Google Cloud Platform
4 1 (0.95%) SaaS
Communications & Networking
1 1 (0.95%) Internet
Database & Business Intelligence
1 42 (40.00%) RDBMS
2 36 (34.29%) SQL Server
3 24 (22.86%) PostgreSQL
4 20 (19.05%) Data Warehouse
5 16 (15.24%) Amazon Redshift
6 13 (12.38%) SQL Server Reporting Services
7 5 (4.76%) MongoDB
7 5 (4.76%) Oracle Database
7 5 (4.76%) SQL Server 2014
8 4 (3.81%) Blockchain
8 4 (3.81%) BusinessObjects
8 4 (3.81%) Oracle Database 12c
8 4 (3.81%) Oracle9i Database
9 3 (2.86%) Azure SQL Database
9 3 (2.86%) Hadoop
9 3 (2.86%) MySQL
9 3 (2.86%) NoSQL
10 2 (1.90%) Big Data
10 2 (1.90%) QlikView
10 2 (1.90%) SQL Server Analysis Services
Development Applications
1 10 (9.52%) Visual Studio
2 8 (7.62%) Git (software)
3 6 (5.71%) Subversion
4 3 (2.86%) Ant
4 3 (2.86%) Maven
4 3 (2.86%) Team Foundation Server
5 2 (1.90%) Jenkins
6 1 (0.95%) Cucumber
6 1 (0.95%) JIRA
6 1 (0.95%) Oracle Forms
6 1 (0.95%) Selenium
6 1 (0.95%) Sonatype Nexus
General
1 18 (17.14%) Finance
2 4 (3.81%) Legal
3 2 (1.90%) Games
4 1 (0.95%) Local Government
4 1 (0.95%) Marketing
4 1 (0.95%) Multimedia
4 1 (0.95%) Retail
Job Titles
1 57 (54.29%) Developer
2 21 (20.00%) Senior Developer
3 15 (14.29%) Java Developer
4 14 (13.33%) Data Scientist
5 12 (11.43%) DBA
6 11 (10.48%) Software Developer
7 10 (9.52%) .NET Developer
7 10 (9.52%) Analyst
7 10 (9.52%) C# Developer
8 9 (8.57%) Applications Developer
8 9 (8.57%) Senior C# Developer
8 9 (8.57%) Support Analyst
9 7 (6.67%) Angular Developer
9 7 (6.67%) ASP.NET Developer
9 7 (6.67%) Senior .NET Developer
10 6 (5.71%) ASP.NET MVC Developer
10 6 (5.71%) Senior ASP.NET Developer
10 6 (5.71%) Senior ASP.NET MVC Developer
10 6 (5.71%) Senior Java Developer
10 6 (5.71%) Systems Support Analyst
Libraries, Frameworks & Software Standards
1 29 (27.62%) .NET
2 25 (23.81%) HTML
3 20 (19.05%) CSS
4 17 (16.19%) ASP.NET
5 15 (14.29%) AngularJS
6 13 (12.38%) ASP.NET MVC
7 12 (11.43%) jQuery
8 10 (9.52%) HTML5
9 9 (8.57%) .NET Framework
9 9 (8.57%) Entity Framework
9 9 (8.57%) Hibernate
9 9 (8.57%) Spring
10 8 (7.62%) Ajax
10 8 (7.62%) ASP.NET Web Forms
10 8 (7.62%) CSS3
10 8 (7.62%) DOM
11 7 (6.67%) LESS
11 7 (6.67%) Sass
11 7 (6.67%) Twitter Bootstrap
12 6 (5.71%) JSON
Miscellaneous
1 17 (16.19%) Algorithms
2 5 (4.76%) Data Structures
2 5 (4.76%) User Experience
3 4 (3.81%) Analytical Skills
3 4 (3.81%) e-Learning
3 4 (3.81%) Fintech
3 4 (3.81%) Mobile App
4 3 (2.86%) Computer Science
4 3 (2.86%) Enterprise Software
5 2 (1.90%) Clustering
6 1 (0.95%) Data Centre
6 1 (0.95%) Embedded Systems
6 1 (0.95%) Mainframe
6 1 (0.95%) Replication
Operating Systems
1 20 (19.05%) Linux
2 11 (10.48%) Unix
3 7 (6.67%) Windows
4 3 (2.86%) Android
4 3 (2.86%) Apple iOS
5 1 (0.95%) SmartOS
Processes & Methodologies
1 31 (29.52%) Agile Software Development
2 17 (16.19%) MVC
3 15 (14.29%) Statistics
4 14 (13.33%) Machine Learning
5 11 (10.48%) Business Intelligence
6 10 (9.52%) Software Engineering
7 8 (7.62%) Microservices
8 7 (6.67%) TDD
9 6 (5.71%) Analytics
10 5 (4.76%) Asset Management
10 5 (4.76%) BDD
10 5 (4.76%) Open Source
10 5 (4.76%) Responsive Web Design
11 4 (3.81%) Data Analytics
11 4 (3.81%) Infrastructure Management
11 4 (3.81%) Multithreading
11 4 (3.81%) OO
11 4 (3.81%) OOP
11 4 (3.81%) Security Management
11 4 (3.81%) SEO
Programming Languages
1 61 (58.10%) SQL
2 31 (29.52%) Java
3 30 (28.57%) C#
3 30 (28.57%) JavaScript
4 26 (24.76%) Python
5 6 (5.71%) C++
5 6 (5.71%) PL/SQL
5 6 (5.71%) Scala
6 5 (4.76%) PowerShell
7 4 (3.81%) C
7 4 (3.81%) Shell Script
8 3 (2.86%) Perl
8 3 (2.86%) Ruby
9 2 (1.90%) Lisp
9 2 (1.90%) T-SQL
9 2 (1.90%) VBA
10 1 (0.95%) PHP
10 1 (0.95%) TypeScript
Qualifications
1 5 (4.76%) MCDBA
1 5 (4.76%) MCITP
1 5 (4.76%) Microsoft Certification
2 1 (0.95%) Degree
Quality Assurance & Compliance
1 5 (4.76%) QA
2 4 (3.81%) SLA
3 2 (1.90%) Data Quality
System Software
1 4 (3.81%) Oracle RAC
2 1 (0.95%) Virtual Machines
Systems Management
1 5 (4.76%) Systems Management Server (SMS)
2 4 (3.81%) Data Guard
2 4 (3.81%) Oracle RMAN
3 2 (1.90%) Puppet
4 1 (0.95%) Ansible
4 1 (0.95%) Opscode Chef
Vendors
1 20 (19.05%) Oracle
2 14 (13.33%) Microsoft
3 8 (7.62%) Xamarin
4 2 (1.90%) Tableau
5 1 (0.95%) Apple