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 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland / Glasgow
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 14 30 22
Rank change year-on-year +16 -8  
Permanent jobs citing Relational Database 163 112 119
As % of all permanent IT jobs advertised in Glasgow 13.65% 8.72% 9.39%
As % of the Database & Business Intelligence category 30.30% 22.05% 24.34%
Number of salaries quoted 93 49 69
Median salary £52,500 £46,000 £47,500
Median salary % change year-on-year +14.13% -3.15%  
90% offered a salary of more than £33,500 £30,000 £35,000
10% offered a salary of more than £78,000 £60,300 £61,000
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year +5.88% +4.93%  

Relational Database is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Glasgow
Permanent job vacancies with a requirement for database and business intelligence skills 538 508 489
As % of all permanent IT job vacancies advertised in Glasgow 45.06% 39.53% 38.60%
Number of salaries quoted 323 213 291
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.44%  
90% offered a salary of more than £31,000 £31,000 £32,500
10% offered a salary of more than £75,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Relational Database
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Relational Database as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 22 June 2017.

Salary histogram for Relational Database in Glasgow

For the 6 months to 22 June 2017, 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.

1 213 (77.17%) Java
2 168 (60.87%) Agile Software Development
3 145 (52.54%) RDBMS
4 132 (47.83%) SQL
5 119 (43.12%) TDD
6 105 (38.04%) Finance
7 84 (30.43%) Spring
8 81 (29.35%) OO
9 62 (22.46%) Unix
9 62 (22.46%) Degree
10 57 (20.65%) XML
11 52 (18.84%) Scrum
12 51 (18.48%) Oracle
13 50 (18.12%) C#
14 48 (17.39%) Banking
15 47 (17.03%) Hibernate
16 45 (16.30%) Python
17 41 (14.86%) SOAP
17 41 (14.86%) Unit Testing
17 41 (14.86%) Greenfield Project
18 39 (14.13%) OOD
19 38 (13.77%) J2EE
20 36 (13.04%) JavaScript
20 36 (13.04%) Oracle Database
21 35 (12.68%) SDLC
21 35 (12.68%) Test Automation
22 34 (12.32%) JSON
22 34 (12.32%) C++
22 34 (12.32%) JUnit
23 33 (11.96%) PL/SQL

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 11 (3.99%) Oracle SOA Suite
2 9 (3.26%) Tomcat
3 5 (1.81%) WebLogic
4 4 (1.45%) WebSphere
5 3 (1.09%) Apache
6 2 (0.72%) Confluence
7 1 (0.36%) JBoss
7 1 (0.36%) Mule
7 1 (0.36%) Mule ESB
7 1 (0.36%) SAS
7 1 (0.36%) WebSphere Application Server
Business Applications
1 3 (1.09%) Oracle EBS
2 1 (0.36%) Cognos TM1
2 1 (0.36%) IntelliMatch
2 1 (0.36%) Oracle General Ledger
2 1 (0.36%) Oracle iProcurement
2 1 (0.36%) Oracle Payables
2 1 (0.36%) Oracle Receivables
2 1 (0.36%) Pega PRPC
Cloud Services
1 14 (5.07%) GitHub
2 3 (1.09%) Amazon AWS
2 3 (1.09%) Cloud Computing
3 2 (0.72%) Microsoft Azure
4 1 (0.36%) PaaS
Communications & Networking
1 3 (1.09%) HTTP
2 1 (0.36%) Fibre Channel
2 1 (0.36%) Internet
2 1 (0.36%) SAN
2 1 (0.36%) SNMP
Database & Business Intelligence
1 145 (52.54%) RDBMS
2 36 (13.04%) Oracle Database
3 33 (11.96%) Data Warehouse
3 33 (11.96%) DB2
4 32 (11.59%) SQL Server
5 28 (10.14%) Oracle Database 10g
6 25 (9.06%) Big Data
6 25 (9.06%) NoSQL
7 22 (7.97%) Oracle Database 11g
8 16 (5.80%) Oracle9i Database
9 15 (5.43%) Oracle8/8i Database
10 11 (3.99%) Oracle Reports
11 9 (3.26%) KDB
11 9 (3.26%) Kdb+
12 8 (2.90%) SQL Server Integration Services
13 6 (2.17%) SQL Server 2012
14 5 (1.81%) Oracle Database 12c
14 5 (1.81%) PostgreSQL
15 3 (1.09%) MongoDB
15 3 (1.09%) MySQL
Development Applications
1 34 (12.32%) JUnit
2 26 (9.42%) Git (software)
2 26 (9.42%) Maven
3 22 (7.97%) Jenkins
4 20 (7.25%) Selenium
5 15 (5.43%) PVCS
5 15 (5.43%) Talend Open Studio
6 13 (4.71%) Ant
6 13 (4.71%) Hudson
7 12 (4.35%) Team Foundation Server
8 10 (3.62%) Cucumber
8 10 (3.62%) Gradle
9 9 (3.26%) Subversion
9 9 (3.26%) TeamCity
10 8 (2.90%) Moq
10 8 (2.90%) NUnit
11 7 (2.54%) Oracle Forms
12 6 (2.17%) tSQLt
13 4 (1.45%) Concordion
13 4 (1.45%) JBehave
General
1 105 (38.04%) Finance
2 48 (17.39%) Banking
3 30 (10.87%) Investment Banking
4 5 (1.81%) Legal
5 2 (0.72%) Law
5 2 (0.72%) Manufacturing
6 1 (0.36%) Back Office
6 1 (0.36%) Front Office
Job Titles
1 234 (84.78%) Developer
2 141 (51.09%) Java Developer
3 109 (39.49%) Senior Developer
4 54 (19.57%) Senior Java Developer
5 22 (7.97%) Oracle Developer
6 19 (6.88%) Python Developer
7 18 (6.52%) Senior Python Developer
8 16 (5.80%) Applications Developer
9 15 (5.43%) Senior Oracle Developer
10 13 (4.71%) Lead Developer
10 13 (4.71%) Lead Java Developer
11 12 (4.35%) Big Data Developer
11 12 (4.35%) Machine Learning Developer
11 12 (4.35%) Senior Applications Developer
11 12 (4.35%) Senior Big Data Developer
11 12 (4.35%) Software Developer
12 9 (3.26%) .NET Developer
12 9 (3.26%) Architect
12 9 (3.26%) Designer
13 8 (2.90%) SQL Developer
Libraries, Frameworks & Software Standards
1 84 (30.43%) Spring
2 57 (20.65%) XML
3 47 (17.03%) Hibernate
4 41 (14.86%) SOAP
5 38 (13.77%) J2EE
6 34 (12.32%) JSON
7 26 (9.42%) HTML
8 25 (9.06%) CSS
9 23 (8.33%) Web Services
10 22 (7.97%) JMS
11 21 (7.61%) REST
12 16 (5.80%) .NET
13 14 (5.07%) jQuery
14 13 (4.71%) AngularJS
15 12 (4.35%) ASP.NET
15 12 (4.35%) ASP.NET MVC
16 11 (3.99%) Protocol Buffers
17 9 (3.26%) CSS3
17 9 (3.26%) HTML5
17 9 (3.26%) Java EE
Miscellaneous
1 41 (14.86%) Greenfield Project
2 21 (7.61%) Analytical Skills
3 20 (7.25%) Enterprise Software
4 12 (4.35%) Client/Server
5 10 (3.62%) User Experience
6 9 (3.26%) Computer Science
7 8 (2.90%) Data Structures
7 8 (2.90%) Derivative
7 8 (2.90%) OTC Derivatives
8 3 (1.09%) Algorithms
8 3 (1.09%) Fixed Income
8 3 (1.09%) Management Information System
9 2 (0.72%) Tandem
10 1 (0.36%) Data Centre
10 1 (0.36%) Hybrid Cloud
10 1 (0.36%) Robotics
Operating Systems
1 62 (22.46%) Unix
2 26 (9.42%) Linux
3 6 (2.17%) Windows
4 2 (0.72%) AIX
4 2 (0.72%) Red Hat Enterprise Linux
5 1 (0.36%) Solaris
5 1 (0.36%) Windows Server
Processes & Methodologies
1 168 (60.87%) Agile Software Development
2 119 (43.12%) TDD
3 81 (29.35%) OO
4 52 (18.84%) Scrum
5 41 (14.86%) Unit Testing
6 39 (14.13%) OOD
7 35 (12.68%) SDLC
7 35 (12.68%) Test Automation
8 31 (11.23%) Data Modelling
9 27 (9.78%) SOA
10 24 (8.70%) BDD
10 24 (8.70%) Continuous Integration
11 23 (8.33%) Multithreading
12 22 (7.97%) OOA/OOD
13 21 (7.61%) ETL
13 21 (7.61%) Microservices
13 21 (7.61%) Stakeholder Management
14 19 (6.88%) Performance Tuning
14 19 (6.88%) Software Engineering
15 17 (6.16%) Prototyping
Programming Languages
1 213 (77.17%) Java
2 132 (47.83%) SQL
3 50 (18.12%) C#
4 45 (16.30%) Python
5 36 (13.04%) JavaScript
6 34 (12.32%) C++
7 33 (11.96%) PL/SQL
8 16 (5.80%) Shell Script
9 13 (4.71%) Perl
10 12 (4.35%) Ruby
11 11 (3.99%) PowerShell
12 7 (2.54%) T-SQL
13 5 (1.81%) PHP
13 5 (1.81%) Scala
14 4 (1.45%) Korn
15 2 (0.72%) Go
16 1 (0.36%) Bash Shell
16 1 (0.36%) C
16 1 (0.36%) Clojure
16 1 (0.36%) Smalltalk
Qualifications
1 62 (22.46%) Degree
2 16 (5.80%) Security Cleared
3 3 (1.09%) MCAD
3 3 (1.09%) MCSD
3 3 (1.09%) MCTS
3 3 (1.09%) Microsoft Certification
4 1 (0.36%) Computer Science Degree
4 1 (0.36%) SC Cleared
Quality Assurance & Compliance
1 10 (3.62%) QA
2 9 (3.26%) MiFID
3 6 (2.17%) Dodd-Frank
3 6 (2.17%) EMIR
4 2 (0.72%) Data Quality
System Software
1 6 (2.17%) Docker
2 2 (0.72%) Active Directory
3 1 (0.36%) Firmware
3 1 (0.36%) VMware Infrastructure
Systems Management
1 1 (0.36%) BladeLogic
1 1 (0.36%) EMC NetWorker
1 1 (0.36%) HP Quality Center
Vendors
1 51 (18.48%) Oracle
2 18 (6.52%) Sybase
3 17 (6.16%) MicroStrategy
4 16 (5.80%) Microsoft
5 15 (5.43%) Talend
6 10 (3.62%) Perforce
7 7 (2.54%) IBM
7 7 (2.54%) Informatica
8 3 (1.09%) F5
8 3 (1.09%) Twitter
9 2 (0.72%) Cognos
9 2 (0.72%) TIBCO
10 1 (0.36%) CheckPoint
10 1 (0.36%) Cisco
10 1 (0.36%) EMC
10 1 (0.36%) Pega
10 1 (0.36%) Red Hat
10 1 (0.36%) SAP
10 1 (0.36%) SunGard
10 1 (0.36%) VMware
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