Period
to 16 January 2019

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 16 January 2019 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 32 33 22
Rank change year-on-year +1 -11 +10
Permanent jobs citing Relational Database 165 158 183
As % of all permanent IT jobs advertised in Glasgow 8.36% 7.20% 9.68%
As % of the Database & Business Intelligence category 20.45% 19.68% 24.66%
Number of salaries quoted 142 96 103
Glasgow median annual salary £45,000 £42,750 £49,500
Median salary % change year-on-year +5.26% -13.64% +10.00%
10th Percentile £33,290 £31,500 £31,500
90th Percentile £65,000 £62,000 £70,000
Scotland median annual salary £45,000 £41,500 £45,000
% change year-on-year +8.43% -7.78% +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 807 803 742
As % of all permanent IT jobs advertised in Glasgow 40.90% 36.60% 39.26%
Number of salaries quoted 595 503 413
Glasgow median annual salary £47,000 £47,500 £45,000
Median salary % change year-on-year -1.05% +5.56% +11.11%
10th Percentile £32,500 £31,500 £31,250
90th Percentile £65,000 £63,500 £61,250
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

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 16 January 2019.

Salary histogram for Relational Database in Glasgow

For the 6 months to 16 January 2019, 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.

1 122 (73.94%) SQL
2 87 (52.73%) Java
3 86 (52.12%) OO
4 82 (49.70%) TDD
5 74 (44.85%) NoSQL
6 71 (43.03%) Test Automation
7 69 (41.82%) Python
8 65 (39.39%) Agile Software Development
9 62 (37.58%) Finance
10 60 (36.36%) BDD
11 59 (35.76%) Middleware
12 58 (35.15%) XML
13 57 (34.55%) Unit Testing
14 54 (32.73%) Continuous Integration
14 54 (32.73%) RDBMS
14 54 (32.73%) PostgreSQL
15 50 (30.30%) Oracle
16 48 (29.09%) SQL Server
16 48 (29.09%) C#
17 45 (27.27%) Continuous Deployment
18 44 (26.67%) Virtual Team
18 44 (26.67%) Domain Models
18 44 (26.67%) Apache Cassandra
18 44 (26.67%) Bigtable
18 44 (26.67%) HTML
18 44 (26.67%) MQSeries
18 44 (26.67%) XML Schema
18 44 (26.67%) System Testing
18 44 (26.67%) Complex Event Processing
18 44 (26.67%) XPath

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 44 (26.67%) MQSeries
2 8 (4.85%) Oracle SOA Suite
3 5 (3.03%) JBoss
4 4 (2.42%) Apache
4 4 (2.42%) Tomcat
5 3 (1.82%) Drupal
5 3 (1.82%) IIS
6 2 (1.21%) BizTalk Server
6 2 (1.21%) Cloud Foundry
6 2 (1.21%) CMS
6 2 (1.21%) SharePoint
6 2 (1.21%) Umbraco
6 2 (1.21%) WebLogic
6 2 (1.21%) WebSphere
6 2 (1.21%) WebSphere Application Server
6 2 (1.21%) WildFly
6 2 (1.21%) WordPress
7 1 (0.61%) Moodle
7 1 (0.61%) Oracle Application Server
Business Applications
1 5 (3.03%) Magento
2 2 (1.21%) Cognos Planning
2 2 (1.21%) Cognos TM1
2 2 (1.21%) Dynamics CRM
Cloud Services
1 23 (13.94%) Amazon AWS
2 16 (9.70%) Microsoft Azure
3 4 (2.42%) GitHub
4 3 (1.82%) Apigee
5 2 (1.21%) SaaS
6 1 (0.61%) Force.com
Communications & Networking
1 2 (1.21%) DNS
1 2 (1.21%) iSCSI
1 2 (1.21%) SSH
1 2 (1.21%) TCP/IP
1 2 (1.21%) VPN
2 1 (0.61%) SNMP
Database & Business Intelligence
1 74 (44.85%) NoSQL
2 54 (32.73%) PostgreSQL
2 54 (32.73%) RDBMS
3 48 (29.09%) SQL Server
4 44 (26.67%) Apache Cassandra
4 44 (26.67%) Bigtable
5 17 (10.30%) MySQL
6 16 (9.70%) Data Warehouse
7 10 (6.06%) Big Data
7 10 (6.06%) MongoDB
7 10 (6.06%) Power BI
8 9 (5.45%) Hadoop
9 5 (3.03%) Oracle Database
10 4 (2.42%) MariaDB
11 2 (1.21%) BusinessObjects
11 2 (1.21%) BusinessObjects Web Intelligence
11 2 (1.21%) SQL Server Reporting Services
12 1 (0.61%) DB2
12 1 (0.61%) OLTP
12 1 (0.61%) Oracle Database 10g
Development Applications
1 27 (16.36%) Git (software)
2 21 (12.73%) Subversion
3 13 (7.88%) Eclipse
4 11 (6.67%) Jenkins
5 9 (5.45%) IntelliJ
5 9 (5.45%) Maven
6 8 (4.85%) Selenium
7 7 (4.24%) JUnit
8 5 (3.03%) Ant
8 5 (3.03%) jMock
8 5 (3.03%) Moq
8 5 (3.03%) MSTest
8 5 (3.03%) NUnit
9 4 (2.42%) JIRA
10 3 (1.82%) Gradle
10 3 (1.82%) Grunt
10 3 (1.82%) gulp
10 3 (1.82%) TeamCity
11 2 (1.21%) Android Studio
11 2 (1.21%) Cucumber
General
1 62 (37.58%) Finance
2 4 (2.42%) Banking
2 4 (2.42%) Financial Institution
3 3 (1.82%) Investment Banking
3 3 (1.82%) Legal
3 3 (1.82%) Marketing
4 2 (1.21%) Front Office
4 2 (1.21%) Games
4 2 (1.21%) Law
5 1 (0.61%) Local Government
5 1 (0.61%) Retail Banking
Job Titles
1 64 (38.79%) Developer
2 48 (29.09%) Python Engineer
3 29 (17.58%) Java Engineer
4 21 (12.73%) Java Developer
5 14 (8.48%) Software Developer
6 12 (7.27%) C# Developer
7 11 (6.67%) Software Engineer
8 10 (6.06%) Business Consultant
8 10 (6.06%) Business Intelligence Consultant
8 10 (6.06%) Consultant
9 9 (5.45%) Architect
10 8 (4.85%) Python Developer
11 5 (3.03%) Automation Tester
11 5 (3.03%) Development Team Leader
11 5 (3.03%) PHP Developer
11 5 (3.03%) Senior Developer
11 5 (3.03%) Software Development Team Leader
11 5 (3.03%) Software Team Leader
11 5 (3.03%) Team Leader
11 5 (3.03%) Tester
Libraries, Frameworks & Software Standards
1 59 (35.76%) Middleware
2 58 (35.15%) XML
3 44 (26.67%) HTML
3 44 (26.67%) XML Schema
4 31 (18.79%) AngularJS
5 28 (16.97%) HTML5
6 26 (15.76%) CSS
7 25 (15.15%) Spring
8 20 (12.12%) Hibernate
8 20 (12.12%) J2EE
9 18 (10.91%) .NET
10 13 (7.88%) Ajax
10 13 (7.88%) React
11 12 (7.27%) RESTful
12 11 (6.67%) CSS3
12 11 (6.67%) JSP
12 11 (6.67%) Node.js
13 9 (5.45%) EJB
13 9 (5.45%) Servlets
13 9 (5.45%) Web Services
Miscellaneous
1 44 (26.67%) Virtual Team
2 12 (7.27%) Greenfield Project
3 11 (6.67%) Algorithms
3 11 (6.67%) Analytical Skills
4 10 (6.06%) Enterprise Software
5 7 (4.24%) Management Information System
6 4 (2.42%) Equity Derivative
6 4 (2.42%) Reference Data
6 4 (2.42%) User Experience
7 2 (1.21%) PKI
7 2 (1.21%) Replication
7 2 (1.21%) SCADA
7 2 (1.21%) Self-Motivation
8 1 (0.61%) Data Structures
8 1 (0.61%) e-Learning
8 1 (0.61%) Fixed Income
8 1 (0.61%) SCORM
8 1 (0.61%) VLE
Operating Systems
1 19 (11.52%) Linux
2 12 (7.27%) Unix
3 10 (6.06%) Windows
4 3 (1.82%) Android
5 2 (1.21%) Apple iOS
5 2 (1.21%) Mac OS X
6 1 (0.61%) AIX
6 1 (0.61%) Tru64
Processes & Methodologies
1 86 (52.12%) OO
2 82 (49.70%) TDD
3 71 (43.03%) Test Automation
4 65 (39.39%) Agile Software Development
5 60 (36.36%) BDD
6 57 (34.55%) Unit Testing
7 54 (32.73%) Continuous Integration
8 45 (27.27%) Continuous Deployment
9 44 (26.67%) Complex Event Processing
9 44 (26.67%) Domain Models
9 44 (26.67%) Refactoring
9 44 (26.67%) System Testing
10 34 (20.61%) SDLC
11 31 (18.79%) OOA/OOD
12 25 (15.15%) Analytics
12 25 (15.15%) OOP
13 22 (13.33%) Software Engineering
14 20 (12.12%) SOA
15 19 (11.52%) Data Modelling
16 18 (10.91%) Problem-Solving
Programming Languages
1 122 (73.94%) SQL
2 87 (52.73%) Java
3 69 (41.82%) Python
4 48 (29.09%) C#
5 44 (26.67%) XPath
6 37 (22.42%) JavaScript
7 32 (19.39%) C++
8 22 (13.33%) Ruby
9 14 (8.48%) Bash Shell
10 10 (6.06%) Scala
11 7 (4.24%) PHP
12 5 (3.03%) TypeScript
13 4 (2.42%) PL/SQL
14 3 (1.82%) Java 8
15 2 (1.21%) Bourne shell
15 2 (1.21%) Korn
15 2 (1.21%) PowerShell
15 2 (1.21%) VB
16 1 (0.61%) Apex Code
16 1 (0.61%) AWK
Qualifications
1 14 (8.48%) Degree
2 3 (1.82%) Computer Science Degree
3 1 (0.61%) Master's Degree
Quality Assurance & Compliance
1 11 (6.67%) QA
2 10 (6.06%) Data Quality
3 2 (1.21%) ISO/IEC 27001
System Software
1 3 (1.82%) Docker
2 2 (1.21%) Active Directory
2 2 (1.21%) NFS
2 2 (1.21%) Samba
3 1 (0.61%) Oracle RAC
Systems Management
1 1 (0.61%) Enterprise Manager Cloud Control
1 1 (0.61%) Oracle RMAN
Vendors
1 50 (30.30%) Oracle
2 12 (7.27%) Cognos
2 12 (7.27%) Tableau
3 10 (6.06%) Microsoft
3 10 (6.06%) Solace
3 10 (6.06%) TIBCO
4 4 (2.42%) IBM
4 4 (2.42%) Sybase
4 4 (2.42%) Zend
5 2 (1.21%) Cognizant
5 2 (1.21%) MicroStrategy
5 2 (1.21%) SAP
6 1 (0.61%) Salesforce.com
6 1 (0.61%) Sencha
6 1 (0.61%) Serena
6 1 (0.61%) Twitter