Period
to 20 January 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 20 January 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 33 22 32
Rank change year-on-year -11 +10 -14
Permanent jobs citing Relational Database 157 185 194
As % of all permanent IT jobs advertised in Glasgow 7.13% 9.82% 7.31%
As % of the Database & Business Intelligence category 19.53% 25.07% 20.00%
Number of salaries quoted 95 104 82
Glasgow median annual salary £43,000 £49,750 £45,000
Median salary % change year-on-year -13.57% +10.56% +16.88%
10th Percentile £31,500 £31,500 £27,750
90th Percentile £62,000 £70,000 £63,750
Scotland median annual salary £42,500 £45,000 £42,500
% change year-on-year -5.56% +5.88% +6.25%

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 804 738 970
As % of all permanent IT jobs advertised in Glasgow 36.53% 39.19% 36.56%
Number of salaries quoted 507 415 579
Glasgow median annual salary £47,500 £45,000 £40,500
Median salary % change year-on-year +5.56% +11.11% +1.25%
10th Percentile £31,500 £31,250 £28,750
90th Percentile £63,750 £61,250 £60,000
Scotland median annual salary £42,500 £43,000 £41,500
% change year-on-year -1.16% +3.61% +3.75%

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 20 January 2018.

Salary histogram for Relational Database in Glasgow

For the 6 months to 20 January 2018, 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 93 (59.24%) SQL
2 79 (50.32%) Agile Software Development
3 75 (47.77%) RDBMS
4 63 (40.13%) TDD
5 58 (36.94%) Java
6 42 (26.75%) Python
7 33 (21.02%) Oracle
8 32 (20.38%) PostgreSQL
9 29 (18.47%) Finance
9 29 (18.47%) Scrum
10 27 (17.20%) Data Warehouse
11 25 (15.92%) Microsoft
11 25 (15.92%) NoSQL
12 24 (15.29%) JavaScript
12 24 (15.29%) HTML
13 23 (14.65%) Linux
13 23 (14.65%) C#
13 23 (14.65%) OO
13 23 (14.65%) MongoDB
13 23 (14.65%) Continuous Integration
14 22 (14.01%) Statistics
15 21 (13.38%) Machine Learning
15 21 (13.38%) Amazon Redshift
15 21 (13.38%) BDD
15 21 (13.38%) Test Automation
16 20 (12.74%) XML
16 20 (12.74%) MVC
16 20 (12.74%) Algorithms
17 19 (12.10%) SDLC
17 19 (12.10%) Greenfield Project

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 9 (5.73%) MQSeries
2 5 (3.18%) Apache Spark
3 4 (2.55%) Tomcat
4 3 (1.91%) BizTalk Server
4 3 (1.91%) JBoss
4 3 (1.91%) SAS
4 3 (1.91%) SharePoint
5 2 (1.27%) Elasticsearch
5 2 (1.27%) WebSphere
5 2 (1.27%) WebSphere Application Server
6 1 (0.64%) StreamWeaver
Applications
1 3 (1.91%) EngageOne
Cloud Services
1 3 (1.91%) Cloud Computing
Communications & Networking
1 5 (3.18%) HTTP
1 5 (3.18%) SSL
2 3 (1.91%) DNS
2 3 (1.91%) IPsec
2 3 (1.91%) SMTP
2 3 (1.91%) TCP/IP
3 2 (1.27%) HTTPS
4 1 (0.64%) SNMP
Database & Business Intelligence
1 75 (47.77%) RDBMS
2 32 (20.38%) PostgreSQL
3 27 (17.20%) Data Warehouse
4 25 (15.92%) NoSQL
5 23 (14.65%) MongoDB
6 21 (13.38%) Amazon Redshift
7 19 (12.10%) SQL Server
8 17 (10.83%) Oracle Database
9 12 (7.64%) DB2
10 10 (6.37%) Oracle Database 10g
11 9 (5.73%) Apache Cassandra
11 9 (5.73%) Bigtable
11 9 (5.73%) Oracle Database 11g
11 9 (5.73%) Oracle Database 12c
11 9 (5.73%) SQL Server Reporting Services
11 9 (5.73%) TKPROF
12 8 (5.10%) MySQL
12 8 (5.10%) Oracle Reports
13 7 (4.46%) SQL Server Integration Services
14 6 (3.82%) SQL Server Analysis Services
Development Applications
1 18 (11.46%) Git (software)
2 16 (10.19%) Team Foundation Server
3 14 (8.92%) JUnit
4 10 (6.37%) Moq
4 10 (6.37%) NUnit
5 9 (5.73%) Toad
6 7 (4.46%) JIRA
7 6 (3.82%) Oracle Forms
8 5 (3.18%) Selenium
9 4 (2.55%) Jenkins
9 4 (2.55%) Maven
10 2 (1.27%) Cucumber
10 2 (1.27%) PVCS
10 2 (1.27%) Subversion
10 2 (1.27%) Vagrant
11 1 (0.64%) Mockito
General
1 29 (18.47%) Finance
2 5 (3.18%) Local Government
3 3 (1.91%) Banking
3 3 (1.91%) Financial Institution
3 3 (1.91%) Investment Banking
4 2 (1.27%) Games
5 1 (0.64%) Legal
5 1 (0.64%) Marketing
Job Titles
1 76 (48.41%) Developer
2 41 (26.11%) Java Developer
3 24 (15.29%) Senior Developer
4 22 (14.01%) Data Scientist
5 13 (8.28%) SQL Developer
6 12 (7.64%) Analyst
7 11 (7.01%) Senior Java Developer
8 10 (6.37%) PHP Developer
9 9 (5.73%) .NET Developer
10 8 (5.10%) PL/SQL Developer
11 7 (4.46%) Consultant
11 7 (4.46%) DevOps Engineer
11 7 (4.46%) Software Developer
12 6 (3.82%) C# Developer
12 6 (3.82%) Engineering Manager
12 6 (3.82%) Java Software Engineer
12 6 (3.82%) Senior Analyst
12 6 (3.82%) Senior SQL Developer
12 6 (3.82%) Software Engineer
12 6 (3.82%) Software Engineering Manager
Libraries, Frameworks & Software Standards
1 24 (15.29%) HTML
2 20 (12.74%) XML
3 17 (10.83%) CSS
4 16 (10.19%) .NET
4 16 (10.19%) Hibernate
4 16 (10.19%) Spring
5 15 (9.55%) HTML5
5 15 (9.55%) RESTful
6 14 (8.92%) J2EE
7 13 (8.28%) Entity Framework
8 12 (7.64%) ASP.NET
9 11 (7.01%) ASP.NET MVC
9 11 (7.01%) Middleware
9 11 (7.01%) React
10 9 (5.73%) CodeIgniter
10 9 (5.73%) CSS3
10 9 (5.73%) Laravel
10 9 (5.73%) Spring Boot
10 9 (5.73%) Symfony
10 9 (5.73%) XML Schema
Miscellaneous
1 20 (12.74%) Algorithms
2 19 (12.10%) Greenfield Project
3 10 (6.37%) Enterprise Software
4 9 (5.73%) Virtual Team
5 6 (3.82%) Management Information System
6 3 (1.91%) Analytical Skills
6 3 (1.91%) User Experience
7 2 (1.27%) Mobile App
8 1 (0.64%) Data Structures
8 1 (0.64%) Mainframe
8 1 (0.64%) Renewable Energy
Operating Systems
1 23 (14.65%) Linux
2 13 (8.28%) Unix
3 8 (5.10%) Windows
4 2 (1.27%) AIX
4 2 (1.27%) Apple iOS
4 2 (1.27%) Mac OS X
4 2 (1.27%) Red Hat Enterprise Linux
4 2 (1.27%) Solaris
5 1 (0.64%) Mac OS
Processes & Methodologies
1 79 (50.32%) Agile Software Development
2 63 (40.13%) TDD
3 29 (18.47%) Scrum
4 23 (14.65%) Continuous Integration
4 23 (14.65%) OO
5 22 (14.01%) Statistics
6 21 (13.38%) BDD
6 21 (13.38%) Machine Learning
6 21 (13.38%) Test Automation
7 20 (12.74%) MVC
8 19 (12.10%) Business Intelligence
8 19 (12.10%) SDLC
8 19 (12.10%) Unit Testing
9 16 (10.19%) Data Modelling
9 16 (10.19%) DevOps
9 16 (10.19%) Software Engineering
10 14 (8.92%) Continuous Deployment
11 12 (7.64%) Performance Tuning
12 11 (7.01%) OOD
12 11 (7.01%) Prototyping
Programming Languages
1 93 (59.24%) SQL
2 58 (36.94%) Java
3 42 (26.75%) Python
4 24 (15.29%) JavaScript
5 23 (14.65%) C#
6 14 (8.92%) PL/SQL
7 13 (8.28%) PHP
8 11 (7.01%) PowerShell
9 9 (5.73%) XPath
10 7 (4.46%) Ruby
11 6 (3.82%) Clojure
12 5 (3.18%) Bash Shell
13 4 (2.55%) C++
13 4 (2.55%) Perl
14 3 (1.91%) HiveQL
14 3 (1.91%) R
14 3 (1.91%) Shell Script
15 2 (1.27%) GraphQL
15 2 (1.27%) Objective-C
15 2 (1.27%) Scala
Qualifications
1 10 (6.37%) Degree
2 9 (5.73%) MCAD
2 9 (5.73%) MCSD
2 9 (5.73%) MCTS
2 9 (5.73%) Microsoft Certification
3 6 (3.82%) BPSS Clearance
4 3 (1.91%) RHCE
Quality Assurance & Compliance
1 4 (2.55%) QA
2 2 (1.27%) Data Quality
System Software
1 2 (1.27%) Docker
1 2 (1.27%) LXC
1 2 (1.27%) OpenAM
1 2 (1.27%) VirtualBox
Systems Management
1 3 (1.91%) CFEngine
1 3 (1.91%) Grafana
1 3 (1.91%) Nagios
1 3 (1.91%) Opscode Chef
1 3 (1.91%) Puppet
1 3 (1.91%) ZABBIX
2 2 (1.27%) Graphite
2 2 (1.27%) Icinga
2 2 (1.27%) Kibana
2 2 (1.27%) logstash
Vendors
1 33 (21.02%) Oracle
2 25 (15.92%) Microsoft
3 13 (8.28%) Sybase
4 9 (5.73%) Zend
5 6 (3.82%) Atlassian
6 3 (1.91%) Red Hat
7 2 (1.27%) Informatica
7 2 (1.27%) MicroStrategy
7 2 (1.27%) OpenText
8 1 (0.64%) Xamarin