Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Edinburgh
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 54 56 85
Rank change year-on-year +2 +29 -45
Permanent jobs citing Relational Database 105 119 50
As % of all permanent IT jobs advertised in Edinburgh 4.18% 4.42% 2.17%
As % of the Database & Business Intelligence category 15.49% 12.74% 7.92%
Number of salaries quoted 69 63 42
Edinburgh median annual salary £52,500 £40,000 £41,250
Median salary % change year-on-year +31.25% -3.03% +8.55%
10th Percentile £26,250 £30,000 £23,550
90th Percentile £75,000 £52,500 £75,000
Scotland median annual salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.94% -4.41%

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 678 934 631
As % of all permanent IT jobs advertised in Edinburgh 27.02% 34.67% 27.33%
Number of salaries quoted 472 587 429
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £27,000 £27,000
90th Percentile £68,750 £65,000 £62,750
Scotland median annual salary £45,000 £41,500 £43,000
% change year-on-year +8.43% -3.49% +6.17%

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 October 2018.

Salary histogram for Relational Database in Edinburgh

For the 6 months to 20 October 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 60 (57.14%) SQL
2 46 (43.81%) Java
3 34 (32.38%) Agile Software Development
4 32 (30.48%) RDBMS
5 28 (26.67%) Microservices
6 24 (22.86%) SQL Server
7 23 (21.90%) Oracle
8 22 (20.95%) Hibernate
9 21 (20.00%) JavaScript
9 21 (20.00%) Spring
10 19 (18.10%) Software Engineering
11 18 (17.14%) Java EE
11 18 (17.14%) Test Automation
11 18 (17.14%) Linux
11 18 (17.14%) Finance
11 18 (17.14%) Spring Boot
11 18 (17.14%) Fintech
12 15 (14.29%) SDLC
12 15 (14.29%) PostgreSQL
12 15 (14.29%) OOP
13 14 (13.33%) Business Intelligence
13 14 (13.33%) PL/SQL
13 14 (13.33%) AngularJS
13 14 (13.33%) Analytics
14 13 (12.38%) Open Source
14 13 (12.38%) .NET
15 12 (11.43%) J2EE
15 12 (11.43%) C#
15 12 (11.43%) NoSQL
16 11 (10.48%) CSS

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 9 (8.57%) SAS
2 6 (5.71%) WebLogic
3 3 (2.86%) JBoss
4 2 (1.90%) WebSphere
5 1 (0.95%) Apache Pig
5 1 (0.95%) Apache Spark
5 1 (0.95%) CMS
5 1 (0.95%) concrete5
5 1 (0.95%) Confluence
5 1 (0.95%) Elasticsearch
5 1 (0.95%) IIS
5 1 (0.95%) Oracle SOA Suite
5 1 (0.95%) SharePoint
5 1 (0.95%) Umbraco
Applications
1 2 (1.90%) Microsoft Office
2 1 (0.95%) Microsoft Excel
Business Applications
1 3 (2.86%) Dynamics CRM
2 1 (0.95%) Markit EDM
2 1 (0.95%) Oracle Applications
2 1 (0.95%) Oracle EBS
Cloud Services
1 5 (4.76%) Amazon AWS
1 5 (4.76%) OpenShift
2 4 (3.81%) GitHub
3 3 (2.86%) Microsoft Azure
4 1 (0.95%) Amazon EC2
4 1 (0.95%) Amazon EMR
4 1 (0.95%) Amazon S3
4 1 (0.95%) AWS Data Pipeline
4 1 (0.95%) AWS Lambda
4 1 (0.95%) Google Analytics
4 1 (0.95%) Serverless
Communications & Networking
1 1 (0.95%) Firewall
1 1 (0.95%) HTTP
1 1 (0.95%) Internet
1 1 (0.95%) PABX
1 1 (0.95%) X.25
Database & Business Intelligence
1 32 (30.48%) RDBMS
2 24 (22.86%) SQL Server
3 15 (14.29%) PostgreSQL
4 12 (11.43%) NoSQL
5 10 (9.52%) Data Warehouse
6 9 (8.57%) Oracle Database
7 8 (7.62%) MySQL
7 8 (7.62%) Oracle Database 11g
7 8 (7.62%) Oracle Database 12c
8 7 (6.67%) MongoDB
8 7 (6.67%) SAS Data Integration Studio
8 7 (6.67%) SAS EBI
8 7 (6.67%) SAS Visual Analytics
9 6 (5.71%) DB2
9 6 (5.71%) Oracle Reports
9 6 (5.71%) Star Schema
10 5 (4.76%) SQL Server Reporting Services
11 4 (3.81%) Big Data
11 4 (3.81%) Crystal Reports
12 3 (2.86%) SQL Server Integration Services
Development Applications
1 9 (8.57%) JUnit
2 8 (7.62%) Bugzilla
2 8 (7.62%) Git (software)
2 8 (7.62%) Selenium
3 5 (4.76%) Cucumber
3 5 (4.76%) Jenkins
4 4 (3.81%) Maven
5 3 (2.86%) SoapUI
6 2 (1.90%) Gradle
6 2 (1.90%) JIRA
6 2 (1.90%) Team Foundation Server
6 2 (1.90%) TestComplete
6 2 (1.90%) Visual Studio
7 1 (0.95%) Jasmine
7 1 (0.95%) NetBeans
7 1 (0.95%) NUnit
7 1 (0.95%) Oracle APEX
7 1 (0.95%) Subversion
7 1 (0.95%) TestNG
7 1 (0.95%) Trac
General
1 18 (17.14%) Finance
2 9 (8.57%) Games
3 8 (7.62%) Banking
4 1 (0.95%) German Language
4 1 (0.95%) Military
4 1 (0.95%) Retail Banking
4 1 (0.95%) Telecoms
Job Titles
1 34 (32.38%) Developer
2 21 (20.00%) Java Developer
3 14 (13.33%) Java Engineer
4 13 (12.38%) Administrator
4 13 (12.38%) Software Engineer
5 12 (11.43%) Analyst
6 11 (10.48%) J2EE Developer
6 11 (10.48%) Java/J2EE Developer
6 11 (10.48%) Senior Developer
7 10 (9.52%) DBA
8 9 (8.57%) AWS Developer
8 9 (8.57%) Consultant
8 9 (8.57%) Java Software Engineer
8 9 (8.57%) Oracle DBA
8 9 (8.57%) Senior Java Developer
9 7 (6.67%) SAS Consultant
10 6 (5.71%) Senior J2EE Developer
10 6 (5.71%) Senior Java/J2EE Developer
10 6 (5.71%) Support Analyst
11 5 (4.76%) Architect
Libraries, Frameworks & Software Standards
1 22 (20.95%) Hibernate
2 21 (20.00%) Spring
3 18 (17.14%) Java EE
3 18 (17.14%) Spring Boot
4 14 (13.33%) AngularJS
5 13 (12.38%) .NET
6 12 (11.43%) J2EE
7 11 (10.48%) CSS
8 10 (9.52%) REST
8 10 (9.52%) Web Services
9 9 (8.57%) HTML
10 8 (7.62%) SOAP
11 6 (5.71%) .NET Framework
11 6 (5.71%) jQuery
11 6 (5.71%) Kafka
11 6 (5.71%) Oracle GoldenGate
11 6 (5.71%) XML
12 5 (4.76%) ASP.NET
12 5 (4.76%) LDAP
13 4 (3.81%) Ajax
Miscellaneous
1 18 (17.14%) Fintech
2 9 (8.57%) Analytical Skills
2 9 (8.57%) Computer Science
3 6 (5.71%) Mainframe
4 5 (4.76%) Greenfield Project
5 4 (3.81%) CMDB
5 4 (3.81%) Enterprise Software
5 4 (3.81%) N-Tier
6 3 (2.86%) Self-Motivation
6 3 (2.86%) User Experience
7 2 (1.90%) Analytical Mindset
7 2 (1.90%) Management Information System
7 2 (1.90%) Replication
8 1 (0.95%) Clustering
8 1 (0.95%) e-Learning
8 1 (0.95%) Mobile App
8 1 (0.95%) Private Cloud
8 1 (0.95%) Public Cloud
Operating Systems
1 18 (17.14%) Linux
2 8 (7.62%) Unix
2 8 (7.62%) Windows
3 3 (2.86%) Android
3 3 (2.86%) Apple iOS
4 2 (1.90%) AIX
Processes & Methodologies
1 34 (32.38%) Agile Software Development
2 28 (26.67%) Microservices
3 19 (18.10%) Software Engineering
4 18 (17.14%) Test Automation
5 15 (14.29%) OOP
5 15 (14.29%) SDLC
6 14 (13.33%) Analytics
6 14 (13.33%) Business Intelligence
7 13 (12.38%) Open Source
8 11 (10.48%) OO
9 10 (9.52%) API Testing
9 10 (9.52%) High Availability
10 9 (8.57%) Continuous Deployment
10 9 (8.57%) ETL
10 9 (8.57%) Event-Driven Architecture
10 9 (8.57%) Mentoring
10 9 (8.57%) Problem-Solving
10 9 (8.57%) Statistics
10 9 (8.57%) TDD
11 8 (7.62%) MVC
Programming Languages
1 60 (57.14%) SQL
2 46 (43.81%) Java
3 21 (20.00%) JavaScript
4 14 (13.33%) PL/SQL
5 12 (11.43%) C#
6 9 (8.57%) Java 8
6 9 (8.57%) T-SQL
7 4 (3.81%) Java 9
8 3 (2.86%) Python
9 2 (1.90%) PHP
9 2 (1.90%) PowerShell
9 2 (1.90%) R
9 2 (1.90%) Ruby
10 1 (0.95%) Apple Swift
10 1 (0.95%) Kotlin
10 1 (0.95%) Scala
10 1 (0.95%) VB
10 1 (0.95%) VB.NET
Qualifications
1 9 (8.57%) Degree
2 6 (5.71%) OCP
2 6 (5.71%) Oracle Certification
3 3 (2.86%) Computer Science Degree
3 3 (2.86%) ISEB
3 3 (2.86%) ISTQB
3 3 (2.86%) PhD
4 2 (1.90%) SC Cleared
4 2 (1.90%) Security Cleared
5 1 (0.95%) Numerate Degree
5 1 (0.95%) Postgraduate
Quality Assurance & Compliance
1 2 (1.90%) GDPR
2 1 (0.95%) Data Quality
2 1 (0.95%) QA
System Software
1 6 (5.71%) Active Directory
1 6 (5.71%) Docker
1 6 (5.71%) Oracle RAC
2 1 (0.95%) HDFS
2 1 (0.95%) Virtual Machines
Systems Management
1 6 (5.71%) Data Guard
1 6 (5.71%) Kubernetes
1 6 (5.71%) Oracle RMAN
2 2 (1.90%) Systems Management Server (SMS)
3 1 (0.95%) Grafana
3 1 (0.95%) Kibana
3 1 (0.95%) Nagios
3 1 (0.95%) Oozie
3 1 (0.95%) Puppet
3 1 (0.95%) Terraform
Vendors
1 23 (21.90%) Oracle
2 8 (7.62%) Microsoft
3 5 (4.76%) Red Hat
3 5 (4.76%) Sybase
4 4 (3.81%) ServiceNow
5 1 (0.95%) Apple
5 1 (0.95%) Google
5 1 (0.95%) IBM