Period
to 16 July 2018

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 16 July 2018 with a comparison to the same period in the previous 2 years.

Relational Database Management System (RDBMS)
Scotland > Edinburgh
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 112 60 109
Rank change year-on-year -52 +49 -31
Permanent jobs citing RDBMS 44 89 32
As % of all permanent IT jobs advertised in Edinburgh 1.63% 3.62% 1.24%
As % of the Database & Business Intelligence category 6.02% 10.71% 4.53%
Number of salaries quoted 40 38 16
Edinburgh median annual salary £45,000 £43,750 £42,500
Median salary % change year-on-year +2.86% +2.94% +6.25%
10th Percentile £41,250 £35,875 £33,750
90th Percentile £66,000 £81,250 £50,625
Scotland median annual salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.65% -5.56%

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 731 831 706
As % of all permanent IT jobs advertised in Edinburgh 27.13% 33.84% 27.33%
Number of salaries quoted 496 547 426
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £28,000 £27,500 £29,000
90th Percentile £68,750 £70,500 £64,375
Scotland median annual salary £45,000 £42,500 £43,000
% change year-on-year +5.88% -1.16% +7.50%

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 16 July 2018.

Salary histogram for RDBMS in Edinburgh

For the 6 months to 16 July 2018, IT jobs citing RDBMS 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 RDBMS.

1 44 (100.00%) Relational Database
2 26 (59.09%) SQL
3 15 (34.09%) Java
4 12 (27.27%) Business Intelligence
4 12 (27.27%) Microsoft
4 12 (27.27%) Oracle
4 12 (27.27%) SQL Server
5 11 (25.00%) Finance
5 11 (25.00%) Performance Tuning
6 9 (20.45%) ETL
6 9 (20.45%) Oracle Database
7 8 (18.18%) Master Data Management
7 8 (18.18%) Data Virtualisation
7 8 (18.18%) Oracle Database 12c
7 8 (18.18%) Spring Boot
7 8 (18.18%) Oracle RAC
7 8 (18.18%) Data Integration
7 8 (18.18%) Data Architecture
7 8 (18.18%) Agile Software Development
7 8 (18.18%) Spring
7 8 (18.18%) Data Modelling
7 8 (18.18%) Hibernate
7 8 (18.18%) JavaScript
7 8 (18.18%) PL/SQL
8 7 (15.91%) WebLogic
8 7 (15.91%) OCP
8 7 (15.91%) Oracle Certification
8 7 (15.91%) PostgreSQL
8 7 (15.91%) Oracle RMAN
8 7 (15.91%) Data Guard

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 7 (15.91%) WebLogic
2 4 (9.09%) SharePoint
3 3 (6.82%) JBoss
4 2 (4.55%) Elasticsearch
4 2 (4.55%) WebSphere
5 1 (2.27%) MS Exchange
5 1 (2.27%) SAS
Applications
1 1 (2.27%) Microsoft Excel
1 1 (2.27%) Microsoft Office
Business Applications
1 4 (9.09%) Oracle Applications
1 4 (9.09%) Oracle EBS
Cloud Services
1 4 (9.09%) Microsoft Azure
Communications & Networking
1 1 (2.27%) DHCP
1 1 (2.27%) DNS
1 1 (2.27%) TCP/IP
Database & Business Intelligence
1 44 (100.00%) Relational Database
2 12 (27.27%) SQL Server
3 9 (20.45%) Oracle Database
4 8 (18.18%) Oracle Database 12c
5 7 (15.91%) Oracle Database 11g
5 7 (15.91%) PostgreSQL
6 6 (13.64%) MongoDB
7 5 (11.36%) NoSQL
8 4 (9.09%) Azure SQL Database
9 3 (6.82%) DB2
9 3 (6.82%) SQL Server Reporting Services
10 2 (4.55%) Amazon Redshift
10 2 (4.55%) Apache Cassandra
10 2 (4.55%) Hadoop
10 2 (4.55%) MySQL
10 2 (4.55%) SQL Server 2014
11 1 (2.27%) Data Mining
11 1 (2.27%) SQL Server Integration Services
Development Applications
1 3 (6.82%) Cucumber
1 3 (6.82%) JUnit
1 3 (6.82%) Selenium
2 1 (2.27%) Oracle Forms
2 1 (2.27%) Team Foundation Server
2 1 (2.27%) Visual Studio
General
1 11 (25.00%) Finance
2 2 (4.55%) Marketing
3 1 (2.27%) Manufacturing
Job Titles
1 15 (34.09%) DBA
2 10 (22.73%) Analyst
2 10 (22.73%) Developer
3 9 (20.45%) Administrator
3 9 (20.45%) Integration Analyst
4 8 (18.18%) Oracle DBA
4 8 (18.18%) Senior Analyst
4 8 (18.18%) Senior Integration Analyst
5 5 (11.36%) Java Developer
5 5 (11.36%) Senior Developer
5 5 (11.36%) SQL DBA
6 4 (9.09%) Senior Java Developer
6 4 (9.09%) Senior Software Engineer
6 4 (9.09%) Software Engineer
7 3 (6.82%) AWS Developer
7 3 (6.82%) J2EE Developer
7 3 (6.82%) Java/J2EE Developer
7 3 (6.82%) Production DBA
7 3 (6.82%) Senior DBA
7 3 (6.82%) Senior Oracle DBA
Libraries, Frameworks & Software Standards
1 8 (18.18%) Hibernate
1 8 (18.18%) Spring
1 8 (18.18%) Spring Boot
2 7 (15.91%) Oracle GoldenGate
3 6 (13.64%) CSS
3 6 (13.64%) HTML
4 5 (11.36%) Java EE
5 3 (6.82%) .NET
5 3 (6.82%) J2EE
5 3 (6.82%) REST
6 2 (4.55%) CSS3
6 2 (4.55%) Dojo
6 2 (4.55%) EJB
6 2 (4.55%) EJB 3.0
6 2 (4.55%) jQuery
6 2 (4.55%) JSON
6 2 (4.55%) JSP
6 2 (4.55%) Node.js
6 2 (4.55%) React
6 2 (4.55%) Servlets
Miscellaneous
1 6 (13.64%) Fintech
2 5 (11.36%) Computer Science
3 4 (9.09%) Analytical Skills
4 3 (6.82%) Greenfield Project
5 2 (4.55%) User Experience
6 1 (2.27%) Driving Licence
6 1 (2.27%) Enterprise Software
6 1 (2.27%) Mobile App
6 1 (2.27%) Self-Motivation
Operating Systems
1 4 (9.09%) Linux
2 2 (4.55%) Windows
3 1 (2.27%) Android
3 1 (2.27%) Apple iOS
3 1 (2.27%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (27.27%) Business Intelligence
2 11 (25.00%) Performance Tuning
3 9 (20.45%) ETL
4 8 (18.18%) Agile Software Development
4 8 (18.18%) Data Architecture
4 8 (18.18%) Data Integration
4 8 (18.18%) Data Modelling
4 8 (18.18%) Data Virtualisation
4 8 (18.18%) Master Data Management
5 6 (13.64%) Problem-Solving
6 5 (11.36%) Microservices
6 5 (11.36%) OOP
6 5 (11.36%) Open Source
7 4 (9.09%) Asset Management
7 4 (9.09%) SDLC
7 4 (9.09%) Software Engineering
7 4 (9.09%) Test Automation
8 3 (6.82%) Capacity Management
8 3 (6.82%) Cybersecurity
8 3 (6.82%) DevOps
Programming Languages
1 26 (59.09%) SQL
2 15 (34.09%) Java
3 8 (18.18%) JavaScript
3 8 (18.18%) PL/SQL
4 3 (6.82%) C#
4 3 (6.82%) Java 8
5 2 (4.55%) PHP
6 1 (2.27%) C++
6 1 (2.27%) PowerShell
6 1 (2.27%) Python
6 1 (2.27%) T-SQL
6 1 (2.27%) VB.NET
Qualifications
1 7 (15.91%) OCP
1 7 (15.91%) Oracle Certification
2 5 (11.36%) MCDBA
2 5 (11.36%) MCITP
2 5 (11.36%) Microsoft Certification
3 3 (6.82%) Degree
System Software
1 8 (18.18%) Oracle RAC
2 1 (2.27%) Active Directory
Systems Management
1 7 (15.91%) Data Guard
1 7 (15.91%) Oracle RMAN
Vendors
1 12 (27.27%) Microsoft
1 12 (27.27%) Oracle
2 4 (9.09%) CA
2 4 (9.09%) Sybase
3 3 (6.82%) ServiceNow
3 3 (6.82%) SolarWinds
4 2 (4.55%) Vertica
5 1 (2.27%) Red Hat