Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 21 23 23
Rank change year-on-year +2 0 -8
Permanent jobs citing Relational Database 212 202 244
As % of all permanent IT jobs advertised in Glasgow 9.31% 9.38% 9.45%
As % of the Database & Business Intelligence category 24.26% 24.40% 24.57%
Number of salaries quoted 122 104 133
Glasgow median annual salary £44,000 £45,000 £45,000
Median salary % change year-on-year -2.22% - +9.76%
10th Percentile £31,250 £28,500 £28,150
90th Percentile £70,000 £70,000 £63,750
Scotland median annual salary £42,500 £42,500 £42,233
% change year-on-year - +0.63% +5.58%

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 874 828 993
As % of all permanent IT jobs advertised in Glasgow 38.40% 38.46% 38.47%
Number of salaries quoted 504 402 620
Glasgow median annual salary £45,000 £42,500 £40,750
Median salary % change year-on-year +5.88% +4.29% +2.52%
10th Percentile £31,500 £29,025 £28,750
90th Percentile £67,500 £61,250 £60,000
Scotland median annual salary £41,750 £42,500 £40,000
% change year-on-year -1.76% +6.25% -

Relational Database
Job Vacancy Trend in Glasgow

Job postings citing Relational Database as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Relational Database in Glasgow

Relational Database
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Relational Database in Glasgow.

Salary trend for Relational Database in Glasgow

Relational Database
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Relational Database in Glasgow over the 6 months to 19 November 2017.

Salary histogram for Relational Database in Glasgow

For the 6 months to 19 November 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 Glasgow region with a requirement for Relational Database.

1 115 (54.25%) Java
2 114 (53.77%) Agile Software Development
3 99 (46.70%) SQL
4 89 (41.98%) RDBMS
5 84 (39.62%) TDD
6 47 (22.17%) Finance
7 43 (20.28%) SQL Server
8 42 (19.81%) C#
8 42 (19.81%) Spring
9 39 (18.40%) OO
9 39 (18.40%) Microsoft
10 38 (17.92%) Hibernate
11 37 (17.45%) Python
12 36 (16.98%) Linux
13 33 (15.57%) JavaScript
13 33 (15.57%) Git (software)
14 31 (14.62%) JUnit
15 30 (14.15%) Unix
15 30 (14.15%) Oracle
15 30 (14.15%) Data Warehouse
15 30 (14.15%) Unit Testing
16 29 (13.68%) Scrum
16 29 (13.68%) .NET
17 28 (13.21%) J2EE
17 28 (13.21%) MVC
18 27 (12.74%) Data Modelling
19 26 (12.26%) OOD
19 26 (12.26%) Continuous Integration
19 26 (12.26%) Team Foundation Server
20 25 (11.79%) NoSQL

Relational Database
Co-occurring IT Skills in Glasgow 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 (3.30%) SAS
2 5 (2.36%) JBoss
3 4 (1.89%) SharePoint
3 4 (1.89%) Tomcat
4 3 (1.42%) BizTalk Server
5 2 (0.94%) Apache Spark
5 2 (0.94%) Elasticsearch
5 2 (0.94%) WebSphere
5 2 (0.94%) WebSphere Application Server
6 1 (0.47%) Oracle Application Server
6 1 (0.47%) Oracle SOA Suite
6 1 (0.47%) StreamWeaver
6 1 (0.47%) WebLogic
Applications
1 3 (1.42%) EngageOne
Business Applications
1 1 (0.47%) IntelliMatch
Cloud Services
1 15 (7.08%) Cloud Computing
2 4 (1.89%) GitHub
3 3 (1.42%) Amazon AWS
3 3 (1.42%) Microsoft Azure
4 1 (0.47%) PaaS
Communications & Networking
1 12 (5.66%) HTTP
2 11 (5.19%) SSL
3 9 (4.25%) DNS
3 9 (4.25%) IPsec
3 9 (4.25%) SMTP
3 9 (4.25%) TCP/IP
4 2 (0.94%) HTTPS
4 2 (0.94%) Internet
5 1 (0.47%) SNMP
Database & Business Intelligence
1 89 (41.98%) RDBMS
2 43 (20.28%) SQL Server
3 30 (14.15%) Data Warehouse
4 25 (11.79%) NoSQL
5 21 (9.91%) PostgreSQL
6 18 (8.49%) MongoDB
6 18 (8.49%) MySQL
7 16 (7.55%) Big Data
8 15 (7.08%) Amazon Redshift
8 15 (7.08%) DB2
9 12 (5.66%) Oracle Database
9 12 (5.66%) SQL Server Integration Services
10 9 (4.25%) SQL Server Reporting Services
11 7 (3.30%) Redis
12 6 (2.83%) OLAP
12 6 (2.83%) OLAP Cube
12 6 (2.83%) QlikView
12 6 (2.83%) SAS Data Integration Studio
12 6 (2.83%) SQL Server 2012
12 6 (2.83%) SQL Server Analysis Services
Development Applications
1 33 (15.57%) Git (software)
2 31 (14.62%) JUnit
3 26 (12.26%) Team Foundation Server
4 19 (8.96%) Moq
4 19 (8.96%) NUnit
5 10 (4.72%) Maven
6 9 (4.25%) Cucumber
7 8 (3.77%) Selenium
7 8 (3.77%) Subversion
8 7 (3.30%) JIRA
9 6 (2.83%) Mockito
9 6 (2.83%) Oracle Forms
9 6 (2.83%) tSQLt
10 5 (2.36%) Jenkins
11 4 (1.89%) TeamCity
12 2 (0.94%) PVCS
12 2 (0.94%) Toad
12 2 (0.94%) Vagrant
13 1 (0.47%) Ant
13 1 (0.47%) Visual Studio
General
1 47 (22.17%) Finance
2 19 (8.96%) Banking
3 11 (5.19%) Investment Banking
4 3 (1.42%) Financial Institution
5 2 (0.94%) Games
5 2 (0.94%) Law
5 2 (0.94%) Manufacturing
6 1 (0.47%) Back Office
6 1 (0.47%) Front Office
6 1 (0.47%) Legal
6 1 (0.47%) Marketing
Job Titles
1 134 (63.21%) Developer
2 70 (33.02%) Java Developer
3 47 (22.17%) Senior Developer
4 26 (12.26%) Senior Java Developer
5 18 (8.49%) Software Developer
6 17 (8.02%) .NET Developer
7 16 (7.55%) SQL Developer
8 15 (7.08%) Data Scientist
9 13 (6.13%) Analyst
9 13 (6.13%) C# Developer
10 12 (5.66%) C# .NET Developer
10 12 (5.66%) DevOps Engineer
11 11 (5.19%) .NET Software Developer
11 11 (5.19%) C# Software Developer
12 9 (4.25%) ASP.NET MVC Developer
12 9 (4.25%) Senior .NET Developer
13 8 (3.77%) Microsoft Developer
13 8 (3.77%) PHP Developer
14 7 (3.30%) Informatica Developer
14 7 (3.30%) Technical Leader
Libraries, Frameworks & Software Standards
1 42 (19.81%) Spring
2 38 (17.92%) Hibernate
3 29 (13.68%) .NET
4 28 (13.21%) J2EE
5 25 (11.79%) HTML
6 21 (9.91%) ASP.NET
7 20 (9.43%) ASP.NET MVC
7 20 (9.43%) XML
8 18 (8.49%) CSS
9 15 (7.08%) HTML5
10 14 (6.60%) .NET Framework
10 14 (6.60%) RESTful
11 13 (6.13%) React
12 12 (5.66%) SOAP
13 11 (5.19%) Entity Framework
14 10 (4.72%) AngularJS
14 10 (4.72%) REST
15 9 (4.25%) CSS3
15 9 (4.25%) Unity DI Container
16 7 (3.30%) Laravel
Miscellaneous
1 25 (11.79%) Greenfield Project
2 14 (6.60%) Algorithms
3 13 (6.13%) Analytical Skills
4 11 (5.19%) Management Information System
5 7 (3.30%) Enterprise Software
5 7 (3.30%) User Experience
6 6 (2.83%) Computer Science
7 5 (2.36%) Client/Server
8 2 (0.94%) Data Structures
9 1 (0.47%) AS400
9 1 (0.47%) Equity Derivative
9 1 (0.47%) iSeries
9 1 (0.47%) Mainframe
9 1 (0.47%) Renewable Energy
Operating Systems
1 36 (16.98%) Linux
2 30 (14.15%) Unix
3 19 (8.96%) Windows
4 3 (1.42%) AIX
5 2 (0.94%) Mac OS X
5 2 (0.94%) Red Hat Enterprise Linux
5 2 (0.94%) Solaris
6 1 (0.47%) Mac OS
6 1 (0.47%) Tru64
Processes & Methodologies
1 114 (53.77%) Agile Software Development
2 84 (39.62%) TDD
3 39 (18.40%) OO
4 30 (14.15%) Unit Testing
5 29 (13.68%) Scrum
6 28 (13.21%) MVC
7 27 (12.74%) Data Modelling
8 26 (12.26%) Continuous Integration
8 26 (12.26%) OOD
9 25 (11.79%) SDLC
10 23 (10.85%) DevOps
11 22 (10.38%) Test Automation
12 20 (9.43%) Machine Learning
13 19 (8.96%) BDD
13 19 (8.96%) Business Intelligence
14 17 (8.02%) Open Source
14 17 (8.02%) Software Engineering
15 16 (7.55%) Statistics
16 15 (7.08%) Configuration Management
17 13 (6.13%) Web Development
Programming Languages
1 115 (54.25%) Java
2 99 (46.70%) SQL
3 42 (19.81%) C#
4 37 (17.45%) Python
5 33 (15.57%) JavaScript
6 23 (10.85%) PowerShell
7 17 (8.02%) PHP
8 14 (6.60%) Perl
9 11 (5.19%) Bash Shell
10 10 (4.72%) C++
11 9 (4.25%) PL/SQL
11 9 (4.25%) Ruby
12 6 (2.83%) Clojure
12 6 (2.83%) T-SQL
13 4 (1.89%) Shell Script
14 3 (1.42%) Korn
15 2 (0.94%) GraphQL
15 2 (0.94%) Scala
16 1 (0.47%) HiveQL
16 1 (0.47%) R
Qualifications
1 24 (11.32%) Degree
2 13 (6.13%) MCAD
2 13 (6.13%) MCSD
2 13 (6.13%) MCTS
2 13 (6.13%) Microsoft Certification
3 7 (3.30%) RHCE
4 1 (0.47%) BPSS Clearance
4 1 (0.47%) Computer Science Degree
Quality Assurance & Compliance
1 10 (4.72%) QA
2 2 (0.94%) Data Quality
2 2 (0.94%) MiFID
3 1 (0.47%) Dodd-Frank
3 1 (0.47%) EMIR
System Software
1 4 (1.89%) Docker
2 2 (0.94%) LXC
2 2 (0.94%) OpenAM
2 2 (0.94%) VirtualBox
3 1 (0.47%) Oracle RAC
Systems Management
1 9 (4.25%) Grafana
1 9 (4.25%) Nagios
1 9 (4.25%) Opscode Chef
1 9 (4.25%) Puppet
1 9 (4.25%) ZABBIX
2 7 (3.30%) CFEngine
3 2 (0.94%) Graphite
3 2 (0.94%) Icinga
3 2 (0.94%) Kibana
3 2 (0.94%) logstash
4 1 (0.47%) BladeLogic
4 1 (0.47%) Enterprise Manager Cloud Control
4 1 (0.47%) Oracle RMAN
Vendors
1 39 (18.40%) Microsoft
2 30 (14.15%) Oracle
3 14 (6.60%) Informatica
3 14 (6.60%) Sybase
4 7 (3.30%) Red Hat
4 7 (3.30%) Zend
5 6 (2.83%) Atlassian
5 6 (2.83%) MicroStrategy
6 3 (1.42%) OpenText
6 3 (1.42%) Perforce
7 2 (0.94%) IBM
8 1 (0.47%) F5
8 1 (0.47%) Pega
8 1 (0.47%) SunGard
8 1 (0.47%) Xamarin