Period
to 18 November 2018

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 18 November 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 31 22 25
Rank change year-on-year -9 +3 -1
Permanent jobs citing Relational Database 176 214 202
As % of all permanent IT jobs advertised in Glasgow 8.38% 9.36% 9.33%
As % of the Database & Business Intelligence category 20.80% 24.46% 24.28%
Number of salaries quoted 142 124 104
Glasgow median annual salary £45,000 £45,000 £45,000
10th Percentile £35,000 £31,250 £28,500
90th Percentile £62,313 £70,000 £70,000
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

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 846 875 832
As % of all permanent IT jobs advertised in Glasgow 40.30% 38.28% 38.43%
Number of salaries quoted 629 506 404
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +2.41%
10th Percentile £32,500 £31,500 £29,075
90th Percentile £65,000 £68,750 £61,250
Scotland median annual salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -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 18 November 2018.

Salary histogram for Relational Database in Glasgow

For the 6 months to 18 November 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 Glasgow region with a requirement for Relational Database.

1 138 (78.41%) SQL
2 99 (56.25%) Java
3 97 (55.11%) TDD
4 86 (48.86%) OO
5 73 (41.48%) Test Automation
5 73 (41.48%) NoSQL
6 72 (40.91%) Python
6 72 (40.91%) Agile Software Development
7 69 (39.20%) BDD
8 67 (38.07%) XML
9 61 (34.66%) Finance
10 59 (33.52%) RDBMS
10 59 (33.52%) Continuous Integration
11 57 (32.39%) Unit Testing
11 57 (32.39%) Middleware
11 57 (32.39%) PostgreSQL
12 52 (29.55%) Continuous Deployment
13 50 (28.41%) Refactoring
14 48 (27.27%) XPath
14 48 (27.27%) System Testing
14 48 (27.27%) XML Schema
14 48 (27.27%) MQSeries
14 48 (27.27%) C#
14 48 (27.27%) Virtual Team
14 48 (27.27%) Domain Models
14 48 (27.27%) Complex Event Processing
14 48 (27.27%) Apache Cassandra
14 48 (27.27%) Bigtable
15 43 (24.43%) Oracle
16 39 (22.16%) JavaScript

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 48 (27.27%) MQSeries
2 9 (5.11%) Tomcat
3 8 (4.55%) JBoss
4 5 (2.84%) Apache
4 5 (2.84%) Oracle SOA Suite
5 4 (2.27%) IIS
6 3 (1.70%) BizTalk Server
6 3 (1.70%) Drupal
6 3 (1.70%) Oracle Application Server
6 3 (1.70%) SharePoint
7 2 (1.14%) Cloud Foundry
7 2 (1.14%) CMS
7 2 (1.14%) WordPress
8 1 (0.57%) Moodle
8 1 (0.57%) Umbraco
8 1 (0.57%) WebLogic
8 1 (0.57%) WebSphere
8 1 (0.57%) WebSphere Application Server
8 1 (0.57%) WildFly
Applications
1 1 (0.57%) EngageOne
Business Applications
1 5 (2.84%) Magento
2 1 (0.57%) Cognos Business Intelligence
2 1 (0.57%) Cognos TM1
2 1 (0.57%) Dynamics CRM
Cloud Services
1 20 (11.36%) Amazon AWS
2 15 (8.52%) Microsoft Azure
3 5 (2.84%) GitHub
4 3 (1.70%) Apigee
5 1 (0.57%) Force.com
5 1 (0.57%) SaaS
Communications & Networking
1 3 (1.70%) DNS
1 3 (1.70%) iSCSI
1 3 (1.70%) SNMP
1 3 (1.70%) SSH
1 3 (1.70%) TCP/IP
2 2 (1.14%) Internet
2 2 (1.14%) Intranet
2 2 (1.14%) VPN
Database & Business Intelligence
1 73 (41.48%) NoSQL
2 59 (33.52%) RDBMS
3 57 (32.39%) PostgreSQL
4 48 (27.27%) Apache Cassandra
4 48 (27.27%) Bigtable
5 33 (18.75%) SQL Server
6 16 (9.09%) Data Warehouse
7 15 (8.52%) MySQL
8 14 (7.95%) MongoDB
9 10 (5.68%) Oracle Database
9 10 (5.68%) Power BI
10 8 (4.55%) DB2
11 7 (3.98%) Big Data
12 3 (1.70%) Hadoop
12 3 (1.70%) KDB
12 3 (1.70%) Oracle Database 10g
12 3 (1.70%) Oracle Database 11g
12 3 (1.70%) Oracle Database 12c
13 2 (1.14%) SQL Server Integration Services
13 2 (1.14%) SQL Server Reporting Services
Development Applications
1 27 (15.34%) Git (software)
2 24 (13.64%) Subversion
3 15 (8.52%) Jenkins
4 12 (6.82%) Eclipse
4 12 (6.82%) Maven
5 8 (4.55%) JUnit
5 8 (4.55%) Selenium
6 7 (3.98%) JIRA
7 6 (3.41%) IntelliJ
8 5 (2.84%) Ant
9 4 (2.27%) Hudson
10 3 (1.70%) ClearCase
10 3 (1.70%) Cucumber
10 3 (1.70%) Grunt
10 3 (1.70%) gulp
10 3 (1.70%) MagicDraw
11 2 (1.14%) Bugzilla
11 2 (1.14%) Gradle
11 2 (1.14%) Visual Studio
12 1 (0.57%) PVCS
General
1 61 (34.66%) Finance
2 6 (3.41%) Banking
2 6 (3.41%) Investment Banking
3 4 (2.27%) Games
3 4 (2.27%) Law
4 3 (1.70%) Marketing
5 2 (1.14%) Front Office
5 2 (1.14%) Multimedia
6 1 (0.57%) Financial Institution
6 1 (0.57%) Local Government
Job Titles
1 68 (38.64%) Developer
2 51 (28.98%) Python Engineer
3 37 (21.02%) Java Engineer
4 34 (19.32%) Java Developer
5 15 (8.52%) Software Engineer
6 10 (5.68%) Business Consultant
6 10 (5.68%) Business Intelligence Consultant
6 10 (5.68%) Consultant
6 10 (5.68%) Software Developer
7 9 (5.11%) C# Developer
8 8 (4.55%) Java Software Engineer
9 7 (3.98%) Lead Developer
9 7 (3.98%) Lead Java Developer
9 7 (3.98%) Senior Developer
10 5 (2.84%) Analyst
10 5 (2.84%) Architect
10 5 (2.84%) Development Team Leader
10 5 (2.84%) Python Software Engineer
10 5 (2.84%) Team Leader
10 5 (2.84%) Technical Leader
Libraries, Frameworks & Software Standards
1 67 (38.07%) XML
2 57 (32.39%) Middleware
3 48 (27.27%) XML Schema
4 35 (19.89%) HTML
4 35 (19.89%) Spring
5 28 (15.91%) Hibernate
6 25 (14.20%) AngularJS
7 24 (13.64%) CSS
8 23 (13.07%) HTML5
9 22 (12.50%) J2EE
10 16 (9.09%) RESTful
11 15 (8.52%) React
11 15 (8.52%) Web Services
12 14 (7.95%) .NET
13 13 (7.39%) Ajax
14 11 (6.25%) JSP
14 11 (6.25%) Node.js
15 10 (5.68%) Servlets
16 9 (5.11%) CSS3
17 8 (4.55%) EJB
Miscellaneous
1 48 (27.27%) Virtual Team
2 24 (13.64%) Greenfield Project
3 17 (9.66%) Enterprise Software
4 14 (7.95%) Analytical Skills
5 10 (5.68%) Algorithms
6 5 (2.84%) Computer Science
7 4 (2.27%) Equity Derivative
7 4 (2.27%) Management Information System
7 4 (2.27%) Reference Data
7 4 (2.27%) User Experience
8 3 (1.70%) Replication
9 2 (1.14%) Clustering
9 2 (1.14%) PKI
9 2 (1.14%) SCADA
9 2 (1.14%) Self-Motivation
10 1 (0.57%) Data Structures
10 1 (0.57%) e-Learning
10 1 (0.57%) Fintech
10 1 (0.57%) SCORM
10 1 (0.57%) VLE
Operating Systems
1 28 (15.91%) Linux
2 18 (10.23%) Unix
3 10 (5.68%) Windows
4 3 (1.70%) Mac OS X
5 2 (1.14%) AIX
5 2 (1.14%) Android
5 2 (1.14%) Apple iOS
5 2 (1.14%) Tru64
6 1 (0.57%) Mac OS
Processes & Methodologies
1 97 (55.11%) TDD
2 86 (48.86%) OO
3 73 (41.48%) Test Automation
4 72 (40.91%) Agile Software Development
5 69 (39.20%) BDD
6 59 (33.52%) Continuous Integration
7 57 (32.39%) Unit Testing
8 52 (29.55%) Continuous Deployment
9 50 (28.41%) Refactoring
10 48 (27.27%) Complex Event Processing
10 48 (27.27%) Domain Models
10 48 (27.27%) System Testing
11 33 (18.75%) Software Engineering
12 31 (17.61%) SDLC
13 30 (17.05%) OOA/OOD
14 29 (16.48%) Scrum
15 28 (15.91%) OOP
16 24 (13.64%) Problem-Solving
17 20 (11.36%) Analytics
18 18 (10.23%) Data Modelling
Programming Languages
1 138 (78.41%) SQL
2 99 (56.25%) Java
3 72 (40.91%) Python
4 48 (27.27%) C#
4 48 (27.27%) XPath
5 39 (22.16%) JavaScript
6 32 (18.18%) C++
7 29 (16.48%) Ruby
8 16 (9.09%) Bash Shell
9 10 (5.68%) Scala
10 8 (4.55%) PL/SQL
11 7 (3.98%) Java 8
11 7 (3.98%) PHP
12 5 (2.84%) Clojure
13 4 (2.27%) T-SQL
13 4 (2.27%) TypeScript
14 3 (1.70%) Bourne shell
14 3 (1.70%) Korn
14 3 (1.70%) Perl
14 3 (1.70%) VB
Qualifications
1 11 (6.25%) Degree
2 2 (1.14%) Computer Science Degree
3 1 (0.57%) Master's Degree
3 1 (0.57%) PhD
Quality Assurance & Compliance
1 10 (5.68%) Data Quality
2 9 (5.11%) QA
3 2 (1.14%) ISO/IEC 27001
4 1 (0.57%) GDPR
4 1 (0.57%) PMO
System Software
1 4 (2.27%) Docker
2 3 (1.70%) NFS
2 3 (1.70%) Samba
3 2 (1.14%) Oracle RAC
4 1 (0.57%) LXC
4 1 (0.57%) OpenAM
4 1 (0.57%) VirtualBox
Systems Management
1 2 (1.14%) Enterprise Manager Cloud Control
1 2 (1.14%) Oracle RMAN
2 1 (0.57%) Ansible
2 1 (0.57%) Graphite
Vendors
1 43 (24.43%) Oracle
2 13 (7.39%) Sybase
3 11 (6.25%) Cognos
3 11 (6.25%) Tableau
4 8 (4.55%) Microsoft
5 7 (3.98%) Solace
5 7 (3.98%) TIBCO
6 5 (2.84%) IBM
7 4 (2.27%) Zend
8 2 (1.14%) Cognizant
8 2 (1.14%) Google
8 2 (1.14%) Twitter
8 2 (1.14%) Yahoo!
9 1 (0.57%) MicroStrategy
9 1 (0.57%) Salesforce.com
9 1 (0.57%) SAP
9 1 (0.57%) Sencha
9 1 (0.57%) Serena