Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 31 16 29
Rank change year-on-year -15 +13 -8
Permanent jobs citing Relational Database 189 281 208
As % of all permanent IT jobs advertised in Glasgow 8.45% 12.20% 8.97%
As % of the Database & Business Intelligence category 20.17% 28.53% 22.81%
Number of salaries quoted 161 158 95
Glasgow median annual salary £45,000 £50,000 £46,000
Median salary % change year-on-year -10.00% +8.70% -
10th Percentile £35,000 £31,338 £28,500
90th Percentile £65,000 £72,375 £64,750
Scotland median annual salary £45,000 £44,500 £41,000
% change year-on-year +1.12% +8.54% -3.22%

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 937 985 912
As % of all permanent IT jobs advertised in Glasgow 41.91% 42.75% 39.33%
Number of salaries quoted 716 573 404
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £32,500 £30,850 £28,500
90th Percentile £66,250 £70,000 £62,500
Scotland median annual salary £45,000 £41,500 £43,500
% change year-on-year +8.43% -4.60% +4.19%

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 25 September 2018.

Salary histogram for Relational Database in Glasgow

For the 6 months to 25 September 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.

1 137 (72.49%) SQL
2 108 (57.14%) Java
3 100 (52.91%) TDD
4 93 (49.21%) OO
5 82 (43.39%) Agile Software Development
6 80 (42.33%) NoSQL
7 79 (41.80%) Python
8 76 (40.21%) BDD
9 75 (39.68%) Test Automation
10 73 (38.62%) XML
11 72 (38.10%) Continuous Deployment
12 69 (36.51%) Finance
12 69 (36.51%) Continuous Integration
13 66 (34.92%) RDBMS
14 65 (34.39%) PostgreSQL
15 63 (33.33%) Refactoring
16 61 (32.28%) Middleware
17 60 (31.75%) Unit Testing
17 60 (31.75%) Apache Cassandra
18 58 (30.69%) Complex Event Processing
18 58 (30.69%) Bigtable
18 58 (30.69%) Domain Models
18 58 (30.69%) Virtual Team
18 58 (30.69%) System Testing
18 58 (30.69%) XPath
18 58 (30.69%) XML Schema
18 58 (30.69%) MQSeries
19 41 (21.69%) Software Engineering
20 40 (21.16%) Linux
21 38 (20.11%) C#

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 58 (30.69%) MQSeries
2 13 (6.88%) JBoss
3 8 (4.23%) Tomcat
4 4 (2.12%) Apache
4 4 (2.12%) IIS
5 3 (1.59%) BizTalk Server
5 3 (1.59%) Oracle Application Server
5 3 (1.59%) Oracle SOA Suite
5 3 (1.59%) SharePoint
6 2 (1.06%) Drupal
7 1 (0.53%) CMS
7 1 (0.53%) Moodle
7 1 (0.53%) WordPress
Applications
1 1 (0.53%) EngageOne
Business Applications
1 3 (1.59%) Magento
2 1 (0.53%) Cognos Business Intelligence
2 1 (0.53%) Cognos TM1
Cloud Services
1 15 (7.94%) Amazon AWS
2 9 (4.76%) Microsoft Azure
3 6 (3.17%) GitHub
4 3 (1.59%) Force.com
Communications & Networking
1 3 (1.59%) DNS
1 3 (1.59%) iSCSI
1 3 (1.59%) SNMP
1 3 (1.59%) SSH
1 3 (1.59%) TCP/IP
2 2 (1.06%) Internet
2 2 (1.06%) Intranet
3 1 (0.53%) VPN
Database & Business Intelligence
1 80 (42.33%) NoSQL
2 66 (34.92%) RDBMS
3 65 (34.39%) PostgreSQL
4 60 (31.75%) Apache Cassandra
5 58 (30.69%) Bigtable
6 22 (11.64%) SQL Server
7 18 (9.52%) MongoDB
8 17 (8.99%) Data Warehouse
9 16 (8.47%) Oracle Database
10 14 (7.41%) DB2
11 8 (4.23%) MySQL
12 7 (3.70%) KDB
12 7 (3.70%) SQL Server Integration Services
13 6 (3.17%) Power BI
14 5 (2.65%) Big Data
14 5 (2.65%) Snowflake Schema
14 5 (2.65%) SQL Server 2012
14 5 (2.65%) SQL Server Analysis Services
14 5 (2.65%) Star Schema
15 3 (1.59%) Oracle Database 10g
Development Applications
1 21 (11.11%) Git (software)
2 16 (8.47%) Subversion
3 14 (7.41%) Jenkins
4 11 (5.82%) Maven
5 9 (4.76%) JUnit
6 6 (3.17%) Eclipse
6 6 (3.17%) JIRA
6 6 (3.17%) Selenium
7 4 (2.12%) Ant
7 4 (2.12%) Hudson
8 3 (1.59%) ClearCase
8 3 (1.59%) Cucumber
8 3 (1.59%) MagicDraw
8 3 (1.59%) Visual Studio
9 2 (1.06%) Bugzilla
9 2 (1.06%) GoCD
9 2 (1.06%) Grunt
9 2 (1.06%) gulp
10 1 (0.53%) Concordion
10 1 (0.53%) Gradle
General
1 69 (36.51%) Finance
2 13 (6.88%) Games
3 7 (3.70%) Banking
3 7 (3.70%) Investment Banking
4 4 (2.12%) Law
5 3 (1.59%) Front Office
6 2 (1.06%) Legal
6 2 (1.06%) Marketing
6 2 (1.06%) Multimedia
7 1 (0.53%) Local Government
Job Titles
1 75 (39.68%) Developer
2 39 (20.63%) Java Engineer
2 39 (20.63%) Python Engineer
3 33 (17.46%) Java Developer
4 25 (13.23%) Software Engineer
5 19 (10.05%) Java Software Engineer
6 16 (8.47%) Software Developer
7 11 (5.82%) Python Developer
8 9 (4.76%) Programmer
9 8 (4.23%) Analyst
9 8 (4.23%) Python Programmer
9 8 (4.23%) Senior Developer
10 7 (3.70%) Lead Developer
10 7 (3.70%) Python Software Engineer
11 6 (3.17%) Business Consultant
11 6 (3.17%) Business Intelligence Consultant
11 6 (3.17%) Consultant
11 6 (3.17%) Lead Java Developer
12 5 (2.65%) ETL Developer
12 5 (2.65%) Java Software Developer
Libraries, Frameworks & Software Standards
1 73 (38.62%) XML
2 61 (32.28%) Middleware
3 58 (30.69%) XML Schema
4 32 (16.93%) Spring
5 26 (13.76%) Hibernate
6 19 (10.05%) React
7 17 (8.99%) HTML
8 16 (8.47%) AngularJS
8 16 (8.47%) J2EE
8 16 (8.47%) Web Services
9 12 (6.35%) CSS
9 12 (6.35%) RESTful
10 10 (5.29%) HTML5
10 10 (5.29%) Node.js
11 6 (3.17%) Ajax
11 6 (3.17%) JSP
11 6 (3.17%) Redux
11 6 (3.17%) Servlets
11 6 (3.17%) SOAP
12 5 (2.65%) Spring Boot
Miscellaneous
1 58 (30.69%) Virtual Team
2 19 (10.05%) Greenfield Project
3 15 (7.94%) Analytical Skills
4 13 (6.88%) Enterprise Software
5 9 (4.76%) Reference Data
6 6 (3.17%) Algorithms
7 5 (2.65%) User Experience
8 4 (2.12%) Computer Science
8 4 (2.12%) Equity Derivative
9 3 (1.59%) Mobile App
9 3 (1.59%) Replication
10 2 (1.06%) Clustering
10 2 (1.06%) Self-Motivation
11 1 (0.53%) e-Learning
11 1 (0.53%) Fintech
11 1 (0.53%) Fixed Income
11 1 (0.53%) PKI
11 1 (0.53%) SCADA
11 1 (0.53%) SCORM
11 1 (0.53%) VLE
Operating Systems
1 40 (21.16%) Linux
2 25 (13.23%) Unix
3 6 (3.17%) Windows
4 3 (1.59%) Apple iOS
5 2 (1.06%) AIX
5 2 (1.06%) Mac OS X
5 2 (1.06%) Tru64
6 1 (0.53%) Mac OS
Processes & Methodologies
1 100 (52.91%) TDD
2 93 (49.21%) OO
3 82 (43.39%) Agile Software Development
4 76 (40.21%) BDD
5 75 (39.68%) Test Automation
6 72 (38.10%) Continuous Deployment
7 69 (36.51%) Continuous Integration
8 63 (33.33%) Refactoring
9 60 (31.75%) Unit Testing
10 58 (30.69%) Complex Event Processing
10 58 (30.69%) Domain Models
10 58 (30.69%) System Testing
11 41 (21.69%) Software Engineering
12 33 (17.46%) Scrum
13 31 (16.40%) SDLC
14 29 (15.34%) OOA/OOD
14 29 (15.34%) OOP
15 24 (12.70%) Problem-Solving
16 21 (11.11%) Data Modelling
17 20 (10.58%) Microservices
Programming Languages
1 137 (72.49%) SQL
2 108 (57.14%) Java
3 79 (41.80%) Python
4 58 (30.69%) XPath
5 38 (20.11%) C#
6 37 (19.58%) JavaScript
7 35 (18.52%) C++
8 31 (16.40%) Ruby
9 15 (7.94%) Java 8
10 12 (6.35%) Bash Shell
11 11 (5.82%) Clojure
12 9 (4.76%) T-SQL
13 8 (4.23%) Perl
13 8 (4.23%) PHP
14 6 (3.17%) Scala
15 5 (2.65%) PL/SQL
16 4 (2.12%) Apex Code
17 3 (1.59%) Bourne shell
17 3 (1.59%) Korn
17 3 (1.59%) Objective-C
Qualifications
1 10 (5.29%) Degree
2 2 (1.06%) Computer Science Degree
3 1 (0.53%) Master's Degree
3 1 (0.53%) PhD
Quality Assurance & Compliance
1 11 (5.82%) Data Quality
2 4 (2.12%) QA
3 1 (0.53%) GDPR
3 1 (0.53%) ISO/IEC 27001
3 1 (0.53%) PMO
3 1 (0.53%) SLA
System Software
1 3 (1.59%) NFS
1 3 (1.59%) Samba
2 2 (1.06%) Oracle RAC
3 1 (0.53%) Docker
3 1 (0.53%) LXC
3 1 (0.53%) OpenAM
3 1 (0.53%) VirtualBox
Systems Management
1 2 (1.06%) Ansible
1 2 (1.06%) Enterprise Manager Cloud Control
1 2 (1.06%) Oracle RMAN
2 1 (0.53%) Graphite
Vendors
1 33 (17.46%) Oracle
2 21 (11.11%) Sybase
3 9 (4.76%) Cognos
3 9 (4.76%) Microsoft
4 7 (3.70%) IBM
5 6 (3.17%) Tableau
6 3 (1.59%) Apigee
6 3 (1.59%) Twitter
7 2 (1.06%) Google
7 2 (1.06%) OutlookSoft
7 2 (1.06%) Salesforce.com
7 2 (1.06%) Solace
7 2 (1.06%) TIBCO
7 2 (1.06%) Yahoo!
7 2 (1.06%) Zend