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 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland / Edinburgh
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 42 79 36
Rank change year-on-year +37 -43  
Permanent jobs citing Relational Database 63 17 74
As % of all permanent IT jobs advertised in Edinburgh 5.08% 1.41% 5.36%
As % of the Database & Business Intelligence category 15.83% 5.11% 18.32%
Number of salaries quoted 32 8 55
Median salary £40,000 £30,000 £40,000
Median salary % change year-on-year +33.33% -25.00%  
90% offered a salary of more than £35,000 £24,000 £25,000
10% offered a salary of more than £64,000 £40,750 £49,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.93%  

Relational Database is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Edinburgh
Permanent job vacancies with a requirement for database and business intelligence skills 398 333 404
As % of all permanent IT job vacancies advertised in Edinburgh 32.12% 27.66% 29.28%
Number of salaries quoted 262 170 253
Median salary £41,000 £47,500 £44,000
Median salary % change year-on-year -13.68% +7.95%  
90% offered a salary of more than £33,309 £30,000 £29,000
10% offered a salary of more than £63,550 £60,000 £67,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Relational Database
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Relational Database as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 23 June 2017.

Salary histogram for Relational Database in Edinburgh

For the 6 months to 23 June 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 91 (70.54%) RDBMS
2 69 (53.49%) Java
3 53 (41.09%) Agile Software Development
4 48 (37.21%) Oracle
5 47 (36.43%) Degree
6 46 (35.66%) SQL
7 37 (28.68%) SQL Server
8 34 (26.36%) TDD
9 27 (20.93%) Linux
10 25 (19.38%) Finance
11 23 (17.83%) C#
12 21 (16.28%) Computer Science
13 20 (15.50%) JavaScript
14 19 (14.73%) .NET
15 17 (13.18%) Data Modelling
15 17 (13.18%) MySQL
16 16 (12.40%) JBoss
17 15 (11.63%) Python
17 15 (11.63%) Data Warehouse
17 15 (11.63%) Business Intelligence
18 14 (10.85%) HTML
18 14 (10.85%) Hadoop
19 13 (10.08%) Ruby
19 13 (10.08%) CSS
19 13 (10.08%) Microsoft
19 13 (10.08%) SOA
19 13 (10.08%) Mentoring
20 12 (9.30%) Apache Spark
20 12 (9.30%) OO
20 12 (9.30%) Oracle SOA Suite

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 16 (12.40%) JBoss
2 12 (9.30%) Apache Spark
2 12 (9.30%) Oracle SOA Suite
3 8 (6.20%) Tomcat
3 8 (6.20%) WebLogic
4 1 (0.78%) Apache
4 1 (0.78%) CMS
4 1 (0.78%) Elasticsearch
4 1 (0.78%) IIS
4 1 (0.78%) Moodle
4 1 (0.78%) MS Exchange
4 1 (0.78%) Skype for Business
4 1 (0.78%) Umbraco
Applications
1 1 (0.78%) Microsoft Excel
1 1 (0.78%) Microsoft Office
1 1 (0.78%) Photoshop
Business Applications
1 6 (4.65%) Oracle BPM
Cloud Services
1 10 (7.75%) Microsoft Azure
2 5 (3.88%) SaaS
3 4 (3.10%) Amazon AWS
4 1 (0.78%) GitHub
4 1 (0.78%) Office 365
Communications & Networking
1 2 (1.55%) Internet
2 1 (0.78%) DNS
2 1 (0.78%) FTP
2 1 (0.78%) Network Security
2 1 (0.78%) Skype
Database & Business Intelligence
1 91 (70.54%) RDBMS
2 37 (28.68%) SQL Server
3 17 (13.18%) MySQL
4 15 (11.63%) Data Warehouse
5 14 (10.85%) Hadoop
6 10 (7.75%) NoSQL
6 10 (7.75%) Oracle Database
7 8 (6.20%) Apache Hive
7 8 (6.20%) HBase
7 8 (6.20%) Oracle Database 12c
7 8 (6.20%) Oracle9i Database
8 6 (4.65%) Amazon Redshift
9 4 (3.10%) PostgreSQL
10 3 (2.33%) Apache Cassandra
10 3 (2.33%) MongoDB
11 2 (1.55%) Azure SQL Database
11 2 (1.55%) Big Data
11 2 (1.55%) SQL Server 2008
11 2 (1.55%) SQL Server Analysis Services
11 2 (1.55%) SQL Server Integration Services
Development Applications
1 8 (6.20%) ERwin
2 5 (3.88%) Git (software)
2 5 (3.88%) Visual Studio
3 4 (3.10%) Team Foundation Server
4 3 (2.33%) Eclipse
5 2 (1.55%) JIRA
5 2 (1.55%) JUnit
5 2 (1.55%) Maven
5 2 (1.55%) Mockito
5 2 (1.55%) Selenium
6 1 (0.78%) Oracle Forms
General
1 25 (19.38%) Finance
2 5 (3.88%) Marketing
3 3 (2.33%) Banking
4 2 (1.55%) Automotive
5 1 (0.78%) Advertising
5 1 (0.78%) Games
5 1 (0.78%) Legal
5 1 (0.78%) Retail
Job Titles
1 74 (57.36%) Developer
2 39 (30.23%) Java Developer
3 19 (14.73%) Architect
4 12 (9.30%) Senior Architect
4 12 (9.30%) Senior Developer
5 11 (8.53%) DBA
6 10 (7.75%) Data Architect
6 10 (7.75%) Senior Data Architect
7 8 (6.20%) Oracle DBA
8 7 (5.43%) Applications Developer
9 6 (4.65%) Analyst
9 6 (4.65%) Solutions Architect
10 5 (3.88%) Angular Developer
10 5 (3.88%) C# Developer
10 5 (3.88%) Senior C# Developer
10 5 (3.88%) Senior Java Developer
10 5 (3.88%) Support Analyst
10 5 (3.88%) Technical Leader
11 4 (3.10%) Junior Developer
11 4 (3.10%) SQL Developer
Libraries, Frameworks & Software Standards
1 19 (14.73%) .NET
2 14 (10.85%) HTML
3 13 (10.08%) CSS
4 11 (8.53%) HTML5
4 11 (8.53%) Spring
5 10 (7.75%) Kafka
6 8 (6.20%) Ajax
6 8 (6.20%) AngularJS
6 8 (6.20%) Hibernate
6 8 (6.20%) JSF
7 6 (4.65%) Apache CXF
7 6 (4.65%) JPA
7 6 (4.65%) RichFaces
8 5 (3.88%) ASP.NET
8 5 (3.88%) Drools
8 5 (3.88%) Java EE
8 5 (3.88%) Ruby on Rails
9 4 (3.10%) JSON
10 3 (2.33%) ASP.NET MVC
10 3 (2.33%) LINQ
Miscellaneous
1 21 (16.28%) Computer Science
2 8 (6.20%) Analytical Skills
3 6 (4.65%) Taxonomies
4 5 (3.88%) User Experience
5 4 (3.10%) Enterprise Software
5 4 (3.10%) Mobile App
5 4 (3.10%) Social Media
6 2 (1.55%) Data Structures
6 2 (1.55%) Greenfield Project
7 1 (0.78%) Algorithms
7 1 (0.78%) Fintech
7 1 (0.78%) Hybrid Cloud
7 1 (0.78%) VLE
Operating Systems
1 27 (20.93%) Linux
2 10 (7.75%) Unix
3 6 (4.65%) Windows
4 2 (1.55%) Windows Server 2012
5 1 (0.78%) Windows Server
5 1 (0.78%) Windows Server 2008
Processes & Methodologies
1 53 (41.09%) Agile Software Development
2 34 (26.36%) TDD
3 17 (13.18%) Data Modelling
4 15 (11.63%) Business Intelligence
5 13 (10.08%) Mentoring
5 13 (10.08%) SOA
6 12 (9.30%) OO
7 11 (8.53%) Analytics
7 11 (8.53%) ETL
7 11 (8.53%) Web Development
8 9 (6.98%) Data Architecture
8 9 (6.98%) Machine Learning
8 9 (6.98%) Stakeholder Management
9 8 (6.20%) Data Management
9 8 (6.20%) Enterprise Architecture
9 8 (6.20%) Infrastructure Management
9 8 (6.20%) Security Management
9 8 (6.20%) Software Engineering
10 7 (5.43%) IT Strategy
11 6 (4.65%) Domain Models
Programming Languages
1 69 (53.49%) Java
2 46 (35.66%) SQL
3 23 (17.83%) C#
4 20 (15.50%) JavaScript
5 15 (11.63%) Python
6 13 (10.08%) Ruby
7 8 (6.20%) PL/SQL
7 8 (6.20%) Shell Script
8 5 (3.88%) Perl
8 5 (3.88%) PHP
8 5 (3.88%) PowerShell
9 4 (3.10%) C++
9 4 (3.10%) CoffeeScript
9 4 (3.10%) T-SQL
10 2 (1.55%) Scala
10 2 (1.55%) VB
11 1 (0.78%) Bash Shell
11 1 (0.78%) C
11 1 (0.78%) Lisp
Qualifications
1 47 (36.43%) Degree
2 11 (8.53%) Computer Science Degree
3 2 (1.55%) ISEB
4 1 (0.78%) Oracle Certification
4 1 (0.78%) PhD
Quality Assurance & Compliance
1 10 (7.75%) SLA
2 4 (3.10%) QA
System Software
1 8 (6.20%) Oracle RAC
2 3 (2.33%) Hyper-V
2 3 (2.33%) VMware Infrastructure
3 1 (0.78%) Active Directory
Systems Management
1 8 (6.20%) Data Guard
1 8 (6.20%) Oracle RMAN
Vendors
1 48 (37.21%) Oracle
2 13 (10.08%) Microsoft
3 8 (6.20%) Teradata
4 7 (5.43%) IBM
5 3 (2.33%) Vertica
5 3 (2.33%) VMware
6 2 (1.55%) Tableau
7 1 (0.78%) Cognos
7 1 (0.78%) Progress
7 1 (0.78%) Red Hat
7 1 (0.78%) Xamarin
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