Period
to 20 March 2019

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 20 March 2019 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Edinburgh
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 53 50 40
Rank change year-on-year -3 -10 +12
Permanent jobs citing Relational Database 105 108 119
As % of all permanent IT jobs advertised in Edinburgh 4.23% 4.09% 5.37%
As % of the Database & Business Intelligence category 16.43% 14.30% 17.12%
Number of salaries quoted 68 64 78
Edinburgh median annual salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.56% +5.88%
10th Percentile £27,500 £27,750 £27,125
90th Percentile £70,000 £69,625 £77,250
Scotland median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% +17.65%

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 639 755 695
As % of all permanent IT jobs advertised in Edinburgh 25.71% 28.59% 31.38%
Number of salaries quoted 445 498 456
Edinburgh median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +5.88%
10th Percentile £27,750 £28,000 £29,875
90th Percentile £69,500 £65,000 £70,000
Scotland median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% +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 20 March 2019.

Salary histogram for Relational Database in Edinburgh

For the 6 months to 20 March 2019, 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 60 (57.14%) SQL
2 49 (46.67%) Java
2 49 (46.67%) Agile Software Development
3 40 (38.10%) JavaScript
4 35 (33.33%) HTML
4 35 (33.33%) MySQL
5 33 (31.43%) CSS
6 31 (29.52%) RDBMS
7 27 (25.71%) AngularJS
8 25 (23.81%) Oracle
9 24 (22.86%) NoSQL
10 23 (21.90%) PostgreSQL
11 22 (20.95%) Test Automation
12 20 (19.05%) Amazon AWS
13 19 (18.10%) MongoDB
13 19 (18.10%) Microservices
14 18 (17.14%) DevOps
14 18 (17.14%) Continuous Integration
14 18 (17.14%) Finance
15 17 (16.19%) Python
15 17 (16.19%) Git (software)
15 17 (16.19%) Problem-Solving
16 16 (15.24%) SDLC
16 16 (15.24%) Degree
17 15 (14.29%) Docker
17 15 (14.29%) .NET
17 15 (14.29%) T-SQL
18 14 (13.33%) SQL Server
18 14 (13.33%) Software Engineering
18 14 (13.33%) React

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%) Confluence
2 5 (4.76%) Tomcat
3 2 (1.90%) concrete5
3 2 (1.90%) SharePoint
4 1 (0.95%) Apache
4 1 (0.95%) Moodle
4 1 (0.95%) MS Exchange
4 1 (0.95%) WordPress
Applications
1 2 (1.90%) Microsoft Excel
2 1 (0.95%) Microsoft Office
Business Applications
1 2 (1.90%) Dynamics CRM
Cloud Services
1 20 (19.05%) Amazon AWS
2 11 (10.48%) Microsoft Azure
3 6 (5.71%) OpenShift
4 4 (3.81%) SaaS
5 3 (2.86%) Slack
Communications & Networking
1 1 (0.95%) AMQP
1 1 (0.95%) Firewall
1 1 (0.95%) Internet
1 1 (0.95%) PABX
Database & Business Intelligence
1 35 (33.33%) MySQL
2 31 (29.52%) RDBMS
3 24 (22.86%) NoSQL
4 23 (21.90%) PostgreSQL
5 19 (18.10%) MongoDB
6 14 (13.33%) SQL Server
7 11 (10.48%) Apache Cassandra
8 8 (7.62%) Pentaho
9 7 (6.67%) Big Data
10 6 (5.71%) Crystal Reports
10 6 (5.71%) GIS
10 6 (5.71%) Oracle Reports
11 5 (4.76%) Hadoop
11 5 (4.76%) MS Access
12 3 (2.86%) SQLite
13 2 (1.90%) Data Warehouse
13 2 (1.90%) DB2
13 2 (1.90%) Oracle Database
14 1 (0.95%) Oracle Database 10g
14 1 (0.95%) Oracle Database 11g
Development Applications
1 17 (16.19%) Git (software)
2 10 (9.52%) Jenkins
2 10 (9.52%) JIRA
2 10 (9.52%) Selenium
3 8 (7.62%) Bugzilla
3 8 (7.62%) Cucumber
4 6 (5.71%) Travis CI
4 6 (5.71%) Vagrant
5 4 (3.81%) JUnit
5 4 (3.81%) Oracle Forms
5 4 (3.81%) Team Foundation Server
6 3 (2.86%) Bitbucket
6 3 (2.86%) git-flow
7 2 (1.90%) Visual Studio Team System
8 1 (0.95%) Eclipse
8 1 (0.95%) Maven
8 1 (0.95%) Oracle APEX
8 1 (0.95%) Subversion
General
1 18 (17.14%) Finance
2 4 (3.81%) Banking
3 2 (1.90%) Multimedia
4 1 (0.95%) Retail
4 1 (0.95%) Retail Banking
4 1 (0.95%) Telecoms
Job Titles
1 63 (60.00%) Developer
2 32 (30.48%) Java Developer
3 10 (9.52%) Analyst
4 9 (8.57%) Python Developer
5 8 (7.62%) Automation Tester
5 8 (7.62%) Operations Engineer
5 8 (7.62%) Senior Operations Engineer
5 8 (7.62%) Tester
6 7 (6.67%) Django Developer
6 7 (6.67%) Senior Developer
6 7 (6.67%) Web Developer
7 6 (5.71%) Architect
7 6 (5.71%) Data Analyst
7 6 (5.71%) Database Developer
7 6 (5.71%) Software Developer
8 5 (4.76%) DevOps Engineer
8 5 (4.76%) Full Stack Developer
8 5 (4.76%) Python/Django Developer
8 5 (4.76%) Senior DevOps Engineer
8 5 (4.76%) Software Architect
Libraries, Frameworks & Software Standards
1 35 (33.33%) HTML
2 33 (31.43%) CSS
3 27 (25.71%) AngularJS
4 15 (14.29%) .NET
5 14 (13.33%) React
6 13 (12.38%) Hibernate
6 13 (12.38%) HTML5
6 13 (12.38%) jQuery
7 12 (11.43%) CSS3
8 11 (10.48%) Node.js
9 8 (7.62%) JPA
9 8 (7.62%) Sass
10 7 (6.67%) ASP.NET
10 7 (6.67%) Django
10 7 (6.67%) Java EE
10 7 (6.67%) Kafka
10 7 (6.67%) REST
11 6 (5.71%) ASP.NET MVC
11 6 (5.71%) LESS
11 6 (5.71%) RabbitMQ
Miscellaneous
1 10 (9.52%) Fintech
2 8 (7.62%) Analytical Skills
2 8 (7.62%) Public Cloud
2 8 (7.62%) Replication
2 8 (7.62%) User Experience
3 6 (5.71%) Linux Command Line
3 6 (5.71%) Management Information System
4 5 (4.76%) Data Structures
4 5 (4.76%) Mobile App
5 3 (2.86%) Cloud Native
5 3 (2.86%) Data Centre
6 2 (1.90%) Greenfield Project
6 2 (1.90%) N-Tier
7 1 (0.95%) Analytical Mindset
7 1 (0.95%) CMDB
7 1 (0.95%) Driving Licence
7 1 (0.95%) VLE
Operating Systems
1 12 (11.43%) Unix
2 11 (10.48%) Linux
3 7 (6.67%) Android
3 7 (6.67%) Apple iOS
4 1 (0.95%) AIX
4 1 (0.95%) Solaris
4 1 (0.95%) Windows
Processes & Methodologies
1 49 (46.67%) Agile Software Development
2 22 (20.95%) Test Automation
3 19 (18.10%) Microservices
4 18 (17.14%) Continuous Integration
4 18 (17.14%) DevOps
5 17 (16.19%) Problem-Solving
6 16 (15.24%) SDLC
7 14 (13.33%) Software Engineering
8 13 (12.38%) OO
8 13 (12.38%) User Acceptance Testing
9 12 (11.43%) BDD
9 12 (11.43%) Computer Science
9 12 (11.43%) MVC
10 11 (10.48%) Scrum
11 10 (9.52%) Disaster Recovery
11 10 (9.52%) Manual Testing
11 10 (9.52%) Web Development
12 9 (8.57%) OOA/OOD
12 9 (8.57%) TDD
13 8 (7.62%) Configuration Management
Programming Languages
1 60 (57.14%) SQL
2 49 (46.67%) Java
3 40 (38.10%) JavaScript
4 17 (16.19%) Python
5 15 (14.29%) T-SQL
6 13 (12.38%) PL/SQL
7 12 (11.43%) C#
8 6 (5.71%) Bash Shell
8 6 (5.71%) ES6
9 5 (4.76%) VBA
10 4 (3.81%) C++
11 3 (2.86%) Java 8
11 3 (2.86%) PHP
11 3 (2.86%) VB.NET
12 2 (1.90%) Apple Swift
12 2 (1.90%) C
12 2 (1.90%) Kotlin
12 2 (1.90%) TypeScript
13 1 (0.95%) Ruby
13 1 (0.95%) VB
Qualifications
1 16 (15.24%) Degree
2 5 (4.76%) OCA
2 5 (4.76%) OCP
2 5 (4.76%) Oracle Certification
3 2 (1.90%) Computer Science Degree
3 2 (1.90%) SC Cleared
3 2 (1.90%) Security Cleared
4 1 (0.95%) PhD
Quality Assurance & Compliance
1 8 (7.62%) GDPR
2 7 (6.67%) QA
3 6 (5.71%) Data Quality
System Software
1 15 (14.29%) Docker
2 8 (7.62%) Virtual Machines
3 3 (2.86%) Active Directory
Systems Management
1 9 (8.57%) Kubernetes
2 8 (7.62%) Puppet
2 8 (7.62%) Terraform
3 1 (0.95%) Enterprise Manager Cloud Control
3 1 (0.95%) Oracle RMAN
Vendors
1 25 (23.81%) Oracle
2 8 (7.62%) Microsoft
3 7 (6.67%) Red Hat
4 2 (1.90%) Sybase
5 1 (0.95%) ServiceNow