Period
to 16 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for RDBMS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited RDBMS over the 6 months to 16 July 2018 with a comparison to the same period in the previous 2 years.

Relational Database Management System (RDBMS)
Scotland > Glasgow
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 96 38 50
Rank change year-on-year -58 +12 -13
Permanent jobs citing RDBMS 71 152 150
As % of all permanent IT jobs advertised in Glasgow 2.89% 6.89% 5.76%
As % of the Database & Business Intelligence category 7.05% 14.98% 14.85%
Number of salaries quoted 52 67 58
Glasgow median annual salary £42,500 £50,000 £41,125
Median salary % change year-on-year -15.00% +21.58% -13.42%
10th Percentile £37,500 £33,550 £26,600
90th Percentile £74,625 £68,750 £55,000
Scotland median annual salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.65% -5.56%

RDBMS 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 1,007 1,015 1,010
As % of all permanent IT jobs advertised in Glasgow 40.97% 46.01% 38.80%
Number of salaries quoted 757 584 483
Glasgow median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £32,500 £28,825 £28,500
90th Percentile £71,250 £71,250 £64,750
Scotland median annual salary £45,000 £42,500 £43,000
% change year-on-year +5.88% -1.16% +7.50%

RDBMS
Job Vacancy Trend in Glasgow

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

Job vacancy trend for RDBMS in Glasgow

RDBMS
Salary Trend in Glasgow

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

Salary trend for RDBMS in Glasgow

RDBMS
Salary Histogram in Glasgow

The salary distribution of IT jobs citing RDBMS in Glasgow over the 6 months to 16 July 2018.

Salary histogram for RDBMS in Glasgow

For the 6 months to 16 July 2018, IT jobs citing RDBMS 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 RDBMS.

1 71 (100.00%) Relational Database
2 51 (71.83%) Java
2 51 (71.83%) SQL
3 40 (56.34%) Agile Software Development
4 28 (39.44%) Spring
5 25 (35.21%) Scrum
6 24 (33.80%) TDD
7 22 (30.99%) Software Engineering
7 22 (30.99%) Sybase
7 22 (30.99%) Greenfield Project
8 21 (29.58%) DB2
8 21 (29.58%) OO
9 19 (26.76%) Hibernate
10 18 (25.35%) Oracle
10 18 (25.35%) JavaScript
10 18 (25.35%) Java 8
10 18 (25.35%) SDLC
11 17 (23.94%) Oracle Database
11 17 (23.94%) JUnit
11 17 (23.94%) Linux
11 17 (23.94%) ETL
12 16 (22.54%) BDD
12 16 (22.54%) MongoDB
13 15 (21.13%) Problem-Solving
13 15 (21.13%) Data Modelling
14 14 (19.72%) J2EE
14 14 (19.72%) Prototyping
14 14 (19.72%) Enterprise Software
15 13 (18.31%) C++
15 13 (18.31%) Unix

RDBMS
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 8 (11.27%) JBoss
2 7 (9.86%) Tomcat
3 2 (2.82%) Oracle SOA Suite
4 1 (1.41%) Apache Spark
4 1 (1.41%) Oracle Application Server
Business Applications
1 1 (1.41%) Cognos Business Intelligence
1 1 (1.41%) Cognos TM1
Cloud Services
1 3 (4.23%) GitHub
2 1 (1.41%) Amazon AWS
2 1 (1.41%) Microsoft Azure
Communications & Networking
1 2 (2.82%) Internet
1 2 (2.82%) Intranet
1 2 (2.82%) SNMP
Database & Business Intelligence
1 71 (100.00%) Relational Database
2 21 (29.58%) DB2
3 17 (23.94%) Oracle Database
4 16 (22.54%) MongoDB
5 10 (14.08%) Data Warehouse
6 9 (12.68%) NoSQL
7 8 (11.27%) KDB
8 7 (9.86%) SQL Server
9 6 (8.45%) SQL Server Integration Services
10 5 (7.04%) Oracle Database 10g
10 5 (7.04%) Oracle Database 11g
10 5 (7.04%) Snowflake Schema
10 5 (7.04%) SQL Server 2012
10 5 (7.04%) SQL Server Analysis Services
10 5 (7.04%) Star Schema
11 3 (4.23%) PostgreSQL
12 2 (2.82%) BusinessObjects
12 2 (2.82%) MySQL
12 2 (2.82%) Oracle Database 12c
12 2 (2.82%) SAP Data Services
Development Applications
1 17 (23.94%) JUnit
2 9 (12.68%) Selenium
3 7 (9.86%) Git (software)
3 7 (9.86%) Jenkins
3 7 (9.86%) Maven
4 5 (7.04%) Subversion
5 4 (5.63%) Eclipse
5 4 (5.63%) Hudson
6 3 (4.23%) JIRA
7 2 (2.82%) ClearCase
7 2 (2.82%) Cucumber
7 2 (2.82%) MagicDraw
8 1 (1.41%) Oracle Forms
8 1 (1.41%) Toad
General
1 8 (11.27%) Finance
2 3 (4.23%) Banking
3 2 (2.82%) Investment Banking
3 2 (2.82%) Law
3 2 (2.82%) Legal
3 2 (2.82%) Multimedia
4 1 (1.41%) Financial Institution
4 1 (1.41%) Front Office
Job Titles
1 47 (66.20%) Developer
2 30 (42.25%) Java Developer
3 13 (18.31%) Java Engineer
3 13 (18.31%) Software Developer
4 12 (16.90%) Java Software Engineer
4 12 (16.90%) Software Engineer
5 10 (14.08%) Analyst
6 8 (11.27%) Integration Analyst
6 8 (11.27%) Senior Analyst
6 8 (11.27%) Senior Integration Analyst
7 6 (8.45%) C++ Software Engineer
7 6 (8.45%) Java Software Developer
7 6 (8.45%) Objective-C Engineer
7 6 (8.45%) Python Engineer
7 6 (8.45%) Python Software Engineer
8 5 (7.04%) ETL Developer
8 5 (7.04%) Senior Developer
8 5 (7.04%) Senior Java Developer
9 4 (5.63%) Lead Developer
9 4 (5.63%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 28 (39.44%) Spring
2 19 (26.76%) Hibernate
3 14 (19.72%) J2EE
4 11 (15.49%) XML
5 10 (14.08%) CSS
5 10 (14.08%) HTML
5 10 (14.08%) React
6 9 (12.68%) Spring Boot
6 9 (12.68%) Web Services
7 8 (11.27%) RESTful
8 7 (9.86%) Redux
9 6 (8.45%) Ext JS
9 6 (8.45%) JMS
10 5 (7.04%) AngularJS
11 4 (5.63%) SOAP
12 3 (4.23%) Ajax
12 3 (4.23%) REST
13 2 (2.82%) Dojo
13 2 (2.82%) Spring Web Flow
13 2 (2.82%) YUI
Miscellaneous
1 22 (30.99%) Greenfield Project
2 14 (19.72%) Enterprise Software
3 11 (15.49%) Analytical Skills
4 6 (8.45%) Mobile App
5 5 (7.04%) Reference Data
6 2 (2.82%) Clustering
7 1 (1.41%) AS400
7 1 (1.41%) Cloud Native
7 1 (1.41%) Equity Derivative
7 1 (1.41%) User Experience
Operating Systems
1 17 (23.94%) Linux
2 13 (18.31%) Unix
3 6 (8.45%) Apple iOS
4 1 (1.41%) AIX
4 1 (1.41%) Tru64
4 1 (1.41%) Windows
Processes & Methodologies
1 40 (56.34%) Agile Software Development
2 25 (35.21%) Scrum
3 24 (33.80%) TDD
4 22 (30.99%) Software Engineering
5 21 (29.58%) OO
6 18 (25.35%) SDLC
7 17 (23.94%) ETL
8 16 (22.54%) BDD
9 15 (21.13%) Data Modelling
9 15 (21.13%) Problem-Solving
10 14 (19.72%) Prototyping
11 11 (15.49%) Business Intelligence
12 10 (14.08%) Master Data Management
13 9 (12.68%) Cybersecurity
13 9 (12.68%) Data Integration
13 9 (12.68%) DevOps
13 9 (12.68%) Mentoring
13 9 (12.68%) User Acceptance Testing
14 8 (11.27%) Data Architecture
14 8 (11.27%) Data Virtualisation
Programming Languages
1 51 (71.83%) Java
1 51 (71.83%) SQL
2 18 (25.35%) Java 8
2 18 (25.35%) JavaScript
3 13 (18.31%) C++
4 9 (12.68%) Perl
5 8 (11.27%) C#
6 7 (9.86%) Clojure
6 7 (9.86%) Python
7 6 (8.45%) Objective-C
8 5 (7.04%) PL/SQL
8 5 (7.04%) T-SQL
9 1 (1.41%) PowerShell
9 1 (1.41%) Scala
Qualifications
1 2 (2.82%) Degree
Quality Assurance & Compliance
1 5 (7.04%) Data Quality
2 1 (1.41%) SLA
System Software
1 1 (1.41%) Oracle RAC
Systems Management
1 1 (1.41%) Enterprise Manager Cloud Control
1 1 (1.41%) Oracle RMAN
Vendors
1 22 (30.99%) Sybase
2 18 (25.35%) Oracle
3 10 (14.08%) Microsoft
4 3 (4.23%) Cognos
4 3 (4.23%) IBM
5 2 (2.82%) Google
5 2 (2.82%) OutlookSoft
5 2 (2.82%) Twitter
5 2 (2.82%) Yahoo!