Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 37 14 24
Rank change year-on-year -23 +10 -3
Permanent jobs citing Relational Database 196 298 247
As % of all permanent IT jobs advertised in Glasgow 7.99% 13.48% 9.48%
As % of the Database & Business Intelligence category 19.43% 29.42% 24.46%
Number of salaries quoted 168 150 119
Glasgow median annual salary £45,000 £52,500 £46,000
Median salary % change year-on-year -14.29% +14.13% +2.22%
10th Percentile £34,625 £31,500 £27,350
90th Percentile £65,000 £75,375 £64,750
Scotland median annual salary £45,000 £50,000 £40,500
% change year-on-year -10.00% +23.46% -4.71%

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 1,009 1,013 1,010
As % of all permanent IT jobs advertised in Glasgow 41.13% 45.82% 38.77%
Number of salaries quoted 758 580 482
Glasgow median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £32,500 £28,750 £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%

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 17 July 2018.

Salary histogram for Relational Database in Glasgow

For the 6 months to 17 July 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.

1 132 (67.35%) SQL
2 109 (55.61%) Java
3 93 (47.45%) OO
4 91 (46.43%) TDD
5 79 (40.31%) Python
5 79 (40.31%) XML
6 77 (39.29%) Agile Software Development
7 76 (38.78%) BDD
8 74 (37.76%) Finance
9 73 (37.24%) Continuous Integration
10 72 (36.73%) NoSQL
10 72 (36.73%) Continuous Deployment
11 71 (36.22%) Test Automation
12 70 (35.71%) Unit Testing
12 70 (35.71%) RDBMS
13 67 (34.18%) PostgreSQL
13 67 (34.18%) Refactoring
14 61 (31.12%) Apache Cassandra
15 59 (30.10%) Complex Event Processing
15 59 (30.10%) Bigtable
15 59 (30.10%) Virtual Team
15 59 (30.10%) Domain Models
15 59 (30.10%) System Testing
15 59 (30.10%) XPath
15 59 (30.10%) XML Schema
15 59 (30.10%) Middleware
15 59 (30.10%) MQSeries
16 41 (20.92%) Linux
17 38 (19.39%) C#
18 36 (18.37%) Scrum

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 59 (30.10%) MQSeries
2 10 (5.10%) JBoss
3 8 (4.08%) Tomcat
4 2 (1.02%) Apache
4 2 (1.02%) Oracle Application Server
4 2 (1.02%) Oracle SOA Suite
4 2 (1.02%) Umbraco
5 1 (0.51%) Apache Spark
5 1 (0.51%) BizTalk Server
5 1 (0.51%) IIS
5 1 (0.51%) SharePoint
Applications
1 2 (1.02%) Microsoft Excel
1 2 (1.02%) Microsoft Office
2 1 (0.51%) EngageOne
Business Applications
1 1 (0.51%) Cognos Business Intelligence
1 1 (0.51%) Cognos TM1
Cloud Services
1 6 (3.06%) Amazon AWS
1 6 (3.06%) GitHub
2 2 (1.02%) Force.com
2 2 (1.02%) Microsoft Azure
2 2 (1.02%) PaaS
3 1 (0.51%) Cloud Computing
Communications & Networking
1 4 (2.04%) HTTP
2 2 (1.02%) Internet
2 2 (1.02%) Intranet
2 2 (1.02%) SNMP
3 1 (0.51%) DNS
3 1 (0.51%) iSCSI
3 1 (0.51%) SSH
3 1 (0.51%) TCP/IP
Database & Business Intelligence
1 72 (36.73%) NoSQL
2 70 (35.71%) RDBMS
3 67 (34.18%) PostgreSQL
4 61 (31.12%) Apache Cassandra
5 59 (30.10%) Bigtable
6 23 (11.73%) DB2
7 19 (9.69%) MongoDB
8 17 (8.67%) Data Warehouse
8 17 (8.67%) Oracle Database
9 15 (7.65%) SQL Server
10 8 (4.08%) KDB
11 7 (3.57%) SQL Server Integration Services
12 6 (3.06%) Snowflake Schema
12 6 (3.06%) Star Schema
13 5 (2.55%) Amazon Redshift
13 5 (2.55%) SQL Server 2012
13 5 (2.55%) SQL Server Analysis Services
14 4 (2.04%) Oracle Database 10g
14 4 (2.04%) Oracle Database 11g
15 3 (1.53%) Data Mining
Development Applications
1 17 (8.67%) JUnit
2 15 (7.65%) Git (software)
3 11 (5.61%) Jenkins
4 10 (5.10%) Maven
5 9 (4.59%) Selenium
6 8 (4.08%) Subversion
7 7 (3.57%) Hudson
8 6 (3.06%) Visual Studio
9 5 (2.55%) Eclipse
9 5 (2.55%) Moq
10 4 (2.04%) JIRA
10 4 (2.04%) NUnit
11 3 (1.53%) Team Foundation Server
12 2 (1.02%) Ant
12 2 (1.02%) Bugzilla
12 2 (1.02%) ClearCase
12 2 (1.02%) Cucumber
12 2 (1.02%) GoCD
12 2 (1.02%) Gradle
12 2 (1.02%) MagicDraw
General
1 74 (37.76%) Finance
2 11 (5.61%) Games
3 9 (4.59%) Banking
4 8 (4.08%) Investment Banking
5 4 (2.04%) Legal
6 2 (1.02%) Front Office
6 2 (1.02%) Law
6 2 (1.02%) Multimedia
7 1 (0.51%) Financial Institution
Job Titles
1 85 (43.37%) Developer
2 38 (19.39%) Java Developer
3 35 (17.86%) Java Engineer
4 26 (13.27%) Software Engineer
5 24 (12.24%) Java Software Engineer
6 22 (11.22%) Python Engineer
7 21 (10.71%) Software Developer
8 17 (8.67%) Programmer
8 17 (8.67%) Python Developer
9 15 (7.65%) Analyst
9 15 (7.65%) Python Programmer
10 10 (5.10%) Senior Developer
11 8 (4.08%) Data Scientist
11 8 (4.08%) Integration Analyst
11 8 (4.08%) Senior Analyst
11 8 (4.08%) Senior Integration Analyst
12 6 (3.06%) C++ Software Engineer
12 6 (3.06%) Java Software Developer
12 6 (3.06%) Objective-C Engineer
12 6 (3.06%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 79 (40.31%) XML
2 59 (30.10%) Middleware
2 59 (30.10%) XML Schema
3 32 (16.33%) Spring
4 21 (10.71%) Web Services
5 20 (10.20%) Hibernate
6 15 (7.65%) HTML
6 15 (7.65%) J2EE
6 15 (7.65%) React
7 14 (7.14%) SOAP
8 12 (6.12%) CSS
8 12 (6.12%) RESTful
9 10 (5.10%) .NET
10 9 (4.59%) AngularJS
10 9 (4.59%) JSON
10 9 (4.59%) Spring Boot
11 7 (3.57%) Redux
11 7 (3.57%) REST
12 6 (3.06%) Ext JS
12 6 (3.06%) Java EE
Miscellaneous
1 59 (30.10%) Virtual Team
2 22 (11.22%) Greenfield Project
3 14 (7.14%) Analytical Skills
3 14 (7.14%) Enterprise Software
4 7 (3.57%) Algorithms
5 6 (3.06%) Mobile App
6 5 (2.55%) Reference Data
7 3 (1.53%) User Experience
8 2 (1.02%) Clustering
8 2 (1.02%) Computer Science
8 2 (1.02%) Data Centre
8 2 (1.02%) Derivative
8 2 (1.02%) OTC Derivatives
9 1 (0.51%) AS400
9 1 (0.51%) Cloud Native
9 1 (0.51%) Equity Derivative
9 1 (0.51%) Fintech
9 1 (0.51%) LIMS
9 1 (0.51%) Replication
Operating Systems
1 41 (20.92%) Linux
2 24 (12.24%) Unix
3 6 (3.06%) Apple iOS
3 6 (3.06%) Mac OS X
4 3 (1.53%) Windows
5 1 (0.51%) AIX
5 1 (0.51%) Mac OS
5 1 (0.51%) Tru64
Processes & Methodologies
1 93 (47.45%) OO
2 91 (46.43%) TDD
3 77 (39.29%) Agile Software Development
4 76 (38.78%) BDD
5 73 (37.24%) Continuous Integration
6 72 (36.73%) Continuous Deployment
7 71 (36.22%) Test Automation
8 70 (35.71%) Unit Testing
9 67 (34.18%) Refactoring
10 59 (30.10%) Complex Event Processing
10 59 (30.10%) Domain Models
10 59 (30.10%) System Testing
11 36 (18.37%) Scrum
11 36 (18.37%) Software Engineering
12 30 (15.31%) SDLC
13 27 (13.78%) OOA/OOD
14 25 (12.76%) OOP
15 19 (9.69%) ETL
15 19 (9.69%) Problem-Solving
16 18 (9.18%) Microservices
Programming Languages
1 132 (67.35%) SQL
2 109 (55.61%) Java
3 79 (40.31%) Python
4 59 (30.10%) XPath
5 38 (19.39%) C#
6 36 (18.37%) C++
6 36 (18.37%) JavaScript
7 29 (14.80%) Ruby
8 18 (9.18%) Java 8
9 12 (6.12%) Clojure
9 12 (6.12%) Perl
10 9 (4.59%) T-SQL
11 6 (3.06%) Objective-C
12 5 (2.55%) PL/SQL
13 3 (1.53%) Apex Code
13 3 (1.53%) Bash Shell
13 3 (1.53%) PHP
14 2 (1.02%) R
14 2 (1.02%) Shell Script
14 2 (1.02%) VBA
Qualifications
1 4 (2.04%) Degree
2 2 (1.02%) PhD
Quality Assurance & Compliance
1 5 (2.55%) Data Quality
2 2 (1.02%) Dodd-Frank
2 2 (1.02%) EMIR
2 2 (1.02%) MiFID
3 1 (0.51%) GDPR
3 1 (0.51%) PMO
3 1 (0.51%) SLA
System Software
1 1 (0.51%) Docker
1 1 (0.51%) LXC
1 1 (0.51%) NFS
1 1 (0.51%) OpenAM
1 1 (0.51%) Oracle RAC
1 1 (0.51%) Samba
1 1 (0.51%) VirtualBox
Systems Management
1 2 (1.02%) Ansible
2 1 (0.51%) Enterprise Manager Cloud Control
2 1 (0.51%) Graphite
2 1 (0.51%) Oracle RMAN
Vendors
1 27 (13.78%) Oracle
2 25 (12.76%) Sybase
3 16 (8.16%) Microsoft
4 3 (1.53%) Cognos
4 3 (1.53%) IBM
5 2 (1.02%) Google
5 2 (1.02%) OutlookSoft
5 2 (1.02%) Perforce
5 2 (1.02%) Twitter
5 2 (1.02%) Yahoo!
6 1 (0.51%) Informatica
6 1 (0.51%) Salesforce.com