Period
to 12 December 2018

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 12 December 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Edinburgh
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 60 64 59
Rank change year-on-year +4 -5 -13
Permanent jobs citing Relational Database 96 102 86
As % of all permanent IT jobs advertised in Edinburgh 3.78% 3.84% 3.72%
As % of the Database & Business Intelligence category 14.33% 11.49% 13.59%
Number of salaries quoted 64 52 74
Edinburgh median annual salary £48,750 £39,500 £43,750
Median salary % change year-on-year +23.42% -9.71% +10.76%
10th Percentile £26,250 £30,125 £27,150
90th Percentile £75,000 £51,000 £75,000
Scotland median annual salary £45,000 £41,500 £45,000
% change year-on-year +8.43% -7.78% +6.22%

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 670 888 633
As % of all permanent IT jobs advertised in Edinburgh 26.41% 33.46% 27.40%
Number of salaries quoted 477 569 471
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +9.76%
10th Percentile £27,500 £27,500 £29,750
90th Percentile £68,750 £61,500 £62,500
Scotland median annual salary £45,000 £42,500 £43,000
% change year-on-year +5.88% -1.16% +3.61%

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 12 December 2018.

Salary histogram for Relational Database in Edinburgh

For the 6 months to 12 December 2018, IT jobs citing Relational Database also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for Relational Database.

1 54 (56.25%) SQL
2 38 (39.58%) Java
3 35 (36.46%) RDBMS
4 34 (35.42%) Agile Software Development
5 29 (30.21%) Microservices
6 26 (27.08%) Oracle
7 24 (25.00%) JavaScript
8 23 (23.96%) Test Automation
9 22 (22.92%) AngularJS
10 21 (21.88%) Finance
10 21 (21.88%) Fintech
11 20 (20.83%) SQL Server
12 19 (19.79%) HTML
12 19 (19.79%) MySQL
12 19 (19.79%) CSS
13 18 (18.75%) PostgreSQL
13 18 (18.75%) NoSQL
13 18 (18.75%) Java EE
14 16 (16.67%) Spring
14 16 (16.67%) Hibernate
14 16 (16.67%) Spring Boot
15 15 (15.63%) MongoDB
16 14 (14.58%) PL/SQL
16 14 (14.58%) OOP
16 14 (14.58%) Business Intelligence
16 14 (14.58%) SDLC
16 14 (14.58%) DevOps
17 13 (13.54%) Docker
18 12 (12.50%) Kubernetes
18 12 (12.50%) T-SQL

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 7 (7.29%) SAS
2 5 (5.21%) Confluence
3 3 (3.13%) concrete5
3 3 (3.13%) WebLogic
4 1 (1.04%) CMS
4 1 (1.04%) IIS
4 1 (1.04%) Oracle SOA Suite
4 1 (1.04%) SharePoint
4 1 (1.04%) Umbraco
4 1 (1.04%) WordPress
Applications
1 2 (2.08%) Microsoft Office
Business Applications
1 1 (1.04%) Markit EDM
Cloud Services
1 8 (8.33%) Amazon AWS
1 8 (8.33%) OpenShift
2 7 (7.29%) Microsoft Azure
3 3 (3.13%) Slack
4 2 (2.08%) GitHub
Communications & Networking
1 1 (1.04%) AMQP
1 1 (1.04%) Firewall
1 1 (1.04%) Internet
1 1 (1.04%) PABX
Database & Business Intelligence
1 35 (36.46%) RDBMS
2 20 (20.83%) SQL Server
3 19 (19.79%) MySQL
4 18 (18.75%) NoSQL
4 18 (18.75%) PostgreSQL
5 15 (15.63%) MongoDB
6 8 (8.33%) Apache Cassandra
6 8 (8.33%) Data Warehouse
7 7 (7.29%) Oracle Database
7 7 (7.29%) Oracle Reports
8 6 (6.25%) Oracle Database 11g
8 6 (6.25%) Oracle Database 12c
8 6 (6.25%) SAS Data Integration Studio
8 6 (6.25%) SAS EBI
8 6 (6.25%) SAS Visual Analytics
9 5 (5.21%) Crystal Reports
9 5 (5.21%) Pentaho
9 5 (5.21%) Star Schema
10 4 (4.17%) Big Data
10 4 (4.17%) DB2
Development Applications
1 9 (9.38%) Git (software)
2 8 (8.33%) Bugzilla
2 8 (8.33%) Selenium
3 7 (7.29%) Cucumber
3 7 (7.29%) JIRA
4 6 (6.25%) Jenkins
5 5 (5.21%) JUnit
6 4 (4.17%) Team Foundation Server
7 3 (3.13%) Bitbucket
7 3 (3.13%) git-flow
7 3 (3.13%) SoapUI
8 2 (2.08%) Visual Studio
8 2 (2.08%) Visual Studio Team System
9 1 (1.04%) Eclipse
9 1 (1.04%) Maven
9 1 (1.04%) Moq
9 1 (1.04%) NetBeans
9 1 (1.04%) NUnit
9 1 (1.04%) Oracle APEX
9 1 (1.04%) TestNG
General
1 21 (21.88%) Finance
2 10 (10.42%) Banking
3 1 (1.04%) Games
3 1 (1.04%) German Language
3 1 (1.04%) Military
3 1 (1.04%) Retail Banking
3 1 (1.04%) Telecoms
Job Titles
1 39 (40.63%) Developer
2 20 (20.83%) Java Developer
3 12 (12.50%) Analyst
4 10 (10.42%) Administrator
5 9 (9.38%) AWS Developer
5 9 (9.38%) J2EE Developer
5 9 (9.38%) Java/J2EE Developer
6 8 (8.33%) Architect
6 8 (8.33%) DBA
7 7 (7.29%) Automation Tester
7 7 (7.29%) Oracle DBA
7 7 (7.29%) Senior Developer
7 7 (7.29%) Software Architect
7 7 (7.29%) Tester
8 6 (6.25%) Consultant
8 6 (6.25%) SAS Consultant
8 6 (6.25%) Support Analyst
9 5 (5.21%) Full Stack Developer
9 5 (5.21%) Senior J2EE Developer
9 5 (5.21%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 22 (22.92%) AngularJS
2 19 (19.79%) CSS
2 19 (19.79%) HTML
3 18 (18.75%) Java EE
4 16 (16.67%) Hibernate
4 16 (16.67%) Spring
4 16 (16.67%) Spring Boot
5 11 (11.46%) .NET
6 10 (10.42%) React
7 9 (9.38%) J2EE
7 9 (9.38%) jQuery
7 9 (9.38%) Kafka
7 9 (9.38%) REST
8 8 (8.33%) CSS3
8 8 (8.33%) HTML5
8 8 (8.33%) Node.js
8 8 (8.33%) Web Services
9 7 (7.29%) ASP.NET
9 7 (7.29%) Twitter Bootstrap
10 6 (6.25%) .NET Framework
Miscellaneous
1 21 (21.88%) Fintech
2 9 (9.38%) Analytical Skills
3 6 (6.25%) User Experience
4 5 (5.21%) Mainframe
5 4 (4.17%) CMDB
5 4 (4.17%) Greenfield Project
6 3 (3.13%) Cloud Native
6 3 (3.13%) Management Information System
7 2 (2.08%) Analytical Mindset
7 2 (2.08%) N-Tier
8 1 (1.04%) Clustering
8 1 (1.04%) Enterprise Software
8 1 (1.04%) Linux Command Line
8 1 (1.04%) Replication
8 1 (1.04%) Self-Motivation
Operating Systems
1 10 (10.42%) Linux
2 7 (7.29%) Unix
2 7 (7.29%) Windows
3 3 (3.13%) AIX
4 2 (2.08%) Android
4 2 (2.08%) Apple iOS
5 1 (1.04%) Solaris
Processes & Methodologies
1 34 (35.42%) Agile Software Development
2 29 (30.21%) Microservices
3 23 (23.96%) Test Automation
4 14 (14.58%) Business Intelligence
4 14 (14.58%) DevOps
4 14 (14.58%) OOP
4 14 (14.58%) SDLC
5 12 (12.50%) Open Source
6 11 (11.46%) Analytics
6 11 (11.46%) Computer Science
7 10 (10.42%) API Testing
8 9 (9.38%) Continuous Integration
8 9 (9.38%) Mentoring
8 9 (9.38%) MVC
8 9 (9.38%) OO
9 8 (8.33%) ETL
9 8 (8.33%) Migration
9 8 (8.33%) Statistics
9 8 (8.33%) TDD
9 8 (8.33%) User Acceptance Testing
Programming Languages
1 54 (56.25%) SQL
2 38 (39.58%) Java
3 24 (25.00%) JavaScript
4 14 (14.58%) PL/SQL
5 12 (12.50%) T-SQL
6 10 (10.42%) C#
7 6 (6.25%) Python
8 5 (5.21%) Java 8
9 3 (3.13%) ES6
9 3 (3.13%) PHP
10 2 (2.08%) Apple Swift
10 2 (2.08%) Kotlin
10 2 (2.08%) PowerShell
10 2 (2.08%) Ruby
11 1 (1.04%) Bash Shell
11 1 (1.04%) R
11 1 (1.04%) VB
Qualifications
1 11 (11.46%) Degree
2 3 (3.13%) OCP
2 3 (3.13%) Oracle Certification
2 3 (3.13%) PhD
3 1 (1.04%) Computer Science Degree
3 1 (1.04%) Postgraduate
Quality Assurance & Compliance
1 5 (5.21%) GDPR
2 1 (1.04%) Data Quality
System Software
1 13 (13.54%) Docker
2 6 (6.25%) Active Directory
3 3 (3.13%) Oracle RAC
Systems Management
1 12 (12.50%) Kubernetes
2 4 (4.17%) Oracle RMAN
3 3 (3.13%) Data Guard
4 2 (2.08%) Systems Management Server (SMS)
5 1 (1.04%) Enterprise Manager Cloud Control
Vendors
1 26 (27.08%) Oracle
2 9 (9.38%) Microsoft
3 8 (8.33%) Red Hat
4 4 (4.17%) ServiceNow
4 4 (4.17%) Sybase