Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 39 14 28
Rank change year-on-year -25 +14 -5
Permanent jobs citing Relational Database 167 244 222
As % of all permanent IT jobs advertised in Glasgow 6.74% 12.81% 8.39%
As % of the Database & Business Intelligence category 17.98% 27.92% 22.33%
Number of salaries quoted 126 127 107
Glasgow median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +5.88%
10th Percentile £31,500 £31,500 £27,500
90th Percentile £70,625 £70,000 £64,150
Scotland median annual salary £45,000 £50,000 £42,500
% change year-on-year -10.00% +17.65% -

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 929 874 994
As % of all permanent IT jobs advertised in Glasgow 37.52% 45.88% 37.58%
Number of salaries quoted 667 496 540
Glasgow median annual salary £47,500 £45,000 £42,250
Median salary % change year-on-year +5.56% +6.51% +5.63%
10th Percentile £31,650 £29,750 £28,750
90th Percentile £72,500 £67,500 £63,750
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 19 April 2018.

Salary histogram for Relational Database in Glasgow

For the 6 months to 19 April 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.

1 116 (69.46%) SQL
2 71 (42.51%) Java
3 69 (41.32%) Python
4 68 (40.72%) TDD
5 65 (38.92%) RDBMS
6 62 (37.13%) OO
7 60 (35.93%) Agile Software Development
8 57 (34.13%) PostgreSQL
9 54 (32.34%) XML
10 53 (31.74%) Finance
11 52 (31.14%) BDD
12 50 (29.94%) Unit Testing
13 49 (29.34%) NoSQL
14 46 (27.54%) Continuous Integration
15 44 (26.35%) Test Automation
16 43 (25.75%) Refactoring
17 41 (24.55%) Apache Cassandra
17 41 (24.55%) Continuous Deployment
18 39 (23.35%) Virtual Team
18 39 (23.35%) Bigtable
18 39 (23.35%) Domain Models
18 39 (23.35%) Complex Event Processing
18 39 (23.35%) System Testing
18 39 (23.35%) XPath
18 39 (23.35%) Middleware
18 39 (23.35%) XML Schema
18 39 (23.35%) MQSeries
19 32 (19.16%) Oracle
20 30 (17.96%) Scrum
21 29 (17.37%) 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 39 (23.35%) MQSeries
2 6 (3.59%) Tomcat
3 5 (2.99%) JBoss
4 4 (2.40%) Apache Spark
5 2 (1.20%) Umbraco
6 1 (0.60%) Apache
6 1 (0.60%) SAS
Applications
1 2 (1.20%) Microsoft Excel
1 2 (1.20%) Microsoft Office
Cloud Services
1 3 (1.80%) GitHub
2 2 (1.20%) Amazon AWS
2 2 (1.20%) PaaS
3 1 (0.60%) Cloud Computing
3 1 (0.60%) Force.com
3 1 (0.60%) Microsoft Azure
Communications & Networking
1 4 (2.40%) HTTP
2 1 (0.60%) SNMP
Database & Business Intelligence
1 65 (38.92%) RDBMS
2 57 (34.13%) PostgreSQL
3 49 (29.34%) NoSQL
4 41 (24.55%) Apache Cassandra
5 39 (23.35%) Bigtable
6 28 (16.77%) Data Warehouse
7 19 (11.38%) DB2
7 19 (11.38%) MongoDB
8 17 (10.18%) Amazon Redshift
9 16 (9.58%) Oracle Database
10 14 (8.38%) SQL Server
11 12 (7.19%) Oracle Database 10g
12 11 (6.59%) Oracle Database 11g
13 9 (5.39%) Oracle Database 12c
13 9 (5.39%) TKPROF
14 8 (4.79%) SQL Server Integration Services
14 8 (4.79%) Star Schema
15 7 (4.19%) Snowflake Schema
15 7 (4.19%) SQL Server Analysis Services
16 5 (2.99%) Big Data
Development Applications
1 17 (10.18%) JUnit
2 9 (5.39%) Jenkins
2 9 (5.39%) Maven
2 9 (5.39%) Toad
3 8 (4.79%) Git (software)
4 6 (3.59%) Selenium
5 5 (2.99%) Visual Studio
6 4 (2.40%) Hudson
6 4 (2.40%) Moq
6 4 (2.40%) NUnit
7 3 (1.80%) Team Foundation Server
8 2 (1.20%) Ant
8 2 (1.20%) Eclipse
8 2 (1.20%) Gradle
8 2 (1.20%) JIRA
8 2 (1.20%) Subversion
9 1 (0.60%) GoCD
General
1 53 (31.74%) Finance
2 7 (4.19%) Banking
3 6 (3.59%) Investment Banking
4 5 (2.99%) Local Government
5 3 (1.80%) Financial Institution
6 2 (1.20%) Legal
7 1 (0.60%) Front Office
7 1 (0.60%) Games
Job Titles
1 74 (44.31%) Developer
2 33 (19.76%) Java Developer
3 19 (11.38%) Data Scientist
4 16 (9.58%) Java Engineer
4 16 (9.58%) Python Engineer
4 16 (9.58%) Software Engineer
5 15 (8.98%) Senior Developer
6 14 (8.38%) Java Software Engineer
7 13 (7.78%) Analyst
7 13 (7.78%) Programmer
8 12 (7.19%) Python Developer
9 11 (6.59%) Python Programmer
9 11 (6.59%) Software Developer
10 9 (5.39%) SQL Developer
11 8 (4.79%) Integration Analyst
11 8 (4.79%) PL/SQL Developer
11 8 (4.79%) Senior Analyst
11 8 (4.79%) Senior Integration Analyst
12 7 (4.19%) Senior Java Developer
13 6 (3.59%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 54 (32.34%) XML
2 39 (23.35%) Middleware
2 39 (23.35%) XML Schema
3 23 (13.77%) Spring
4 16 (9.58%) HTML
4 16 (9.58%) Web Services
5 15 (8.98%) Hibernate
5 15 (8.98%) RESTful
6 13 (7.78%) .NET
6 13 (7.78%) CSS
6 13 (7.78%) Entity Framework
6 13 (7.78%) J2EE
6 13 (7.78%) NHibernate
7 11 (6.59%) SOAP
8 10 (5.99%) React
8 10 (5.99%) Spring Boot
9 9 (5.39%) HTML5
9 9 (5.39%) JSON
10 8 (4.79%) .NET Framework
11 6 (3.59%) CSS3
Miscellaneous
1 39 (23.35%) Virtual Team
2 22 (13.17%) Greenfield Project
3 17 (10.18%) Algorithms
4 13 (7.78%) Enterprise Software
5 7 (4.19%) Analytical Skills
6 6 (3.59%) Mobile App
7 3 (1.80%) Reference Data
8 2 (1.20%) Data Centre
8 2 (1.20%) Derivative
8 2 (1.20%) OTC Derivatives
8 2 (1.20%) User Experience
9 1 (0.60%) AS400
9 1 (0.60%) Cloud Native
9 1 (0.60%) Computer Science
9 1 (0.60%) Equity Derivative
9 1 (0.60%) Mainframe
9 1 (0.60%) Management Information System
Operating Systems
1 23 (13.77%) Linux
2 13 (7.78%) Unix
3 6 (3.59%) Apple iOS
4 4 (2.40%) Mac OS X
5 2 (1.20%) Windows
Processes & Methodologies
1 68 (40.72%) TDD
2 62 (37.13%) OO
3 60 (35.93%) Agile Software Development
4 52 (31.14%) BDD
5 50 (29.94%) Unit Testing
6 46 (27.54%) Continuous Integration
7 44 (26.35%) Test Automation
8 43 (25.75%) Refactoring
9 41 (24.55%) Continuous Deployment
10 39 (23.35%) Complex Event Processing
10 39 (23.35%) Domain Models
10 39 (23.35%) System Testing
11 30 (17.96%) Scrum
12 22 (13.17%) Business Intelligence
13 20 (11.98%) Data Science
14 19 (11.38%) ETL
14 19 (11.38%) Machine Learning
14 19 (11.38%) SDLC
14 19 (11.38%) Software Engineering
14 19 (11.38%) Statistics
Programming Languages
1 116 (69.46%) SQL
2 71 (42.51%) Java
3 69 (41.32%) Python
4 39 (23.35%) XPath
5 29 (17.37%) C#
6 25 (14.97%) JavaScript
7 19 (11.38%) C++
8 14 (8.38%) Java 8
9 12 (7.19%) Ruby
10 10 (5.99%) PL/SQL
11 7 (4.19%) Perl
12 6 (3.59%) Objective-C
13 5 (2.99%) Clojure
13 5 (2.99%) PHP
14 4 (2.40%) PowerShell
15 3 (1.80%) R
15 3 (1.80%) T-SQL
16 2 (1.20%) HiveQL
16 2 (1.20%) Scala
16 2 (1.20%) VBA
Qualifications
1 5 (2.99%) BPSS Clearance
2 1 (0.60%) Degree
2 1 (0.60%) PhD
Quality Assurance & Compliance
1 3 (1.80%) Data Quality
2 2 (1.20%) Dodd-Frank
2 2 (1.20%) EMIR
2 2 (1.20%) MiFID
3 1 (0.60%) SLA
Systems Management
1 1 (0.60%) Ansible
Vendors
1 32 (19.16%) Oracle
2 21 (12.57%) Sybase
3 19 (11.38%) Microsoft
4 4 (2.40%) Zend
5 2 (1.20%) Perforce
6 1 (0.60%) Informatica