Period
to 27 October 2021

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 27 October 2021 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 51 43 66
Rank change year-on-year -8 +23 -33
Permanent jobs citing Relational Database 64 32 73
As % of all permanent jobs advertised in Glasgow 4.32% 4.68% 4.06%
As % of the Database & Business Intelligence category 15.92% 16.24% 11.13%
Number of salaries quoted 34 18 57
10th Percentile £33,075 £37,750 £31,000
25th Percentile £38,063 £38,313 £34,375
Median annual salary (50th Percentile) £45,000 £49,500 £42,500
Median % change year-on-year -9.09% +16.47% -5.56%
75th Percentile £52,406 £55,625 £52,500
90th Percentile £56,250 £67,500 £61,250
Scotland median annual salary £48,500 £45,000 £42,500
% change year-on-year +7.78% +5.88% -5.56%

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 402 197 656
As % of all permanent IT jobs advertised in Glasgow 27.13% 28.80% 36.51%
Number of salaries quoted 253 123 470
10th Percentile £35,000 £32,500 £32,500
25th Percentile £38,500 £37,750 £36,375
Median annual salary (50th Percentile) £47,500 £47,500 £47,500
75th Percentile £57,500 £57,500 £55,000
90th Percentile £70,800 £72,500 £61,375
Scotland median annual salary £47,500 £49,500 £45,000
% change year-on-year -4.04% +10.00% -

Relational Database
Job Vacancy Trend in Glasgow

Job postings citing Relational Database as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Relational Database in Glasgow

Relational Database
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Relational Database in Glasgow.

Salary trend for Relational Database in Glasgow

Relational Database
Salary Histogram in Glasgow

Salary distribution for jobs citing Relational Database in Glasgow over the 6 months to 27 October 2021.

Salary histogram for Relational Database in Glasgow

For the 6 months to 27 October 2021, 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 42 (65.63%) Agile Software Development
2 30 (46.88%) DevOps
3 27 (42.19%) JavaScript
4 24 (37.50%) Java
5 23 (35.94%) React
6 21 (32.81%) Azure
7 20 (31.25%) Git (software)
8 19 (29.69%) SQL
8 19 (29.69%) Full Stack Development
9 18 (28.13%) HTML
10 17 (26.56%) MySQL
10 17 (26.56%) TDD
10 17 (26.56%) AWS
10 17 (26.56%) Social Skills
11 16 (25.00%) Problem-Solving
11 16 (25.00%) SQL Server
11 16 (25.00%) C#
11 16 (25.00%) Microsoft
12 15 (23.44%) Scrum
13 14 (21.88%) RESTful
14 13 (20.31%) RabbitMQ
14 13 (20.31%) Redis
14 13 (20.31%) CSS
15 12 (18.75%) .NET
15 12 (18.75%) Web Development
15 12 (18.75%) Continuous Integration
15 12 (18.75%) MongoDB
16 11 (17.19%) ASP.NET
17 9 (14.06%) Memcached
17 9 (14.06%) Team Foundation Server

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 5 (7.81%) Elasticsearch
1 5 (7.81%) IIS
2 4 (6.25%) Apache Airflow
3 2 (3.13%) Apache
3 2 (3.13%) Apache Spark
3 2 (3.13%) IBM Domino
4 1 (1.56%) OpenEdge
Applications
1 2 (3.13%) Spreadsheet
2 1 (1.56%) Microsoft Excel
2 1 (1.56%) Microsoft Office
2 1 (1.56%) Microsoft Project
Business Applications
1 1 (1.56%) Magento
Cloud Services
1 21 (32.81%) Azure
2 17 (26.56%) AWS
3 5 (7.81%) Amazon SQS
4 4 (6.25%) SaaS
5 3 (4.69%) Power Platform
6 2 (3.13%) Amazon ECS
6 2 (3.13%) Amazon EMR
6 2 (3.13%) Amazon S3
6 2 (3.13%) AWS CloudFormation
6 2 (3.13%) GCP
6 2 (3.13%) GitHub
6 2 (3.13%) Snowflake
7 1 (1.56%) Azure Cosmos DB
7 1 (1.56%) Cloud Computing
7 1 (1.56%) Firebase
7 1 (1.56%) Microsoft 365
7 1 (1.56%) npm
Communications & Networking
1 2 (3.13%) HTTP
Database & Business Intelligence
1 17 (26.56%) MySQL
2 16 (25.00%) SQL Server
3 13 (20.31%) Redis
4 12 (18.75%) MongoDB
5 7 (10.94%) RDBMS
6 5 (7.81%) SQL Server Integration Services
7 4 (6.25%) Big Data
7 4 (6.25%) Data Warehouse
7 4 (6.25%) Tableau
8 3 (4.69%) PostgreSQL
8 3 (4.69%) Power BI
9 2 (3.13%) Amazon Athena
9 2 (3.13%) Amazon Aurora
9 2 (3.13%) Apache Cassandra
9 2 (3.13%) Apache Hive
9 2 (3.13%) HBase
9 2 (3.13%) Looker
9 2 (3.13%) Metadata
9 2 (3.13%) QlikView
9 2 (3.13%) Spotfire
Development Applications
1 20 (31.25%) Git (software)
2 9 (14.06%) Team Foundation Server
3 5 (7.81%) Visual Studio
4 4 (6.25%) IntelliJ
4 4 (6.25%) Moq
4 4 (6.25%) NUnit
5 3 (4.69%) Subversion
6 2 (3.13%) CircleCI
6 2 (3.13%) PHPUnit
7 1 (1.56%) Ant
7 1 (1.56%) Cypress.io
7 1 (1.56%) JIRA
7 1 (1.56%) Maven
7 1 (1.56%) Oracle APEX
7 1 (1.56%) Postman
7 1 (1.56%) REST Assured
General
1 17 (26.56%) Social Skills
2 5 (7.81%) Documentation Skills
3 2 (3.13%) Analytical Skills
4 1 (1.56%) Finance
4 1 (1.56%) Manufacturing
4 1 (1.56%) Retail
Job Titles
1 49 (76.56%) Developer
2 9 (14.06%) Full Stack Developer
2 9 (14.06%) Java Developer
2 9 (14.06%) Web Developer
3 8 (12.50%) .NET Developer
3 8 (12.50%) Software Developer
4 6 (9.38%) Software Engineer
5 5 (7.81%) Senior Developer
6 4 (6.25%) Backend Developer
6 4 (6.25%) React Developer
7 3 (4.69%) Analyst
7 3 (4.69%) PHP Developer
7 3 (4.69%) Senior Software Developer
8 2 (3.13%) Analyst Programmer
8 2 (3.13%) Architect
8 2 (3.13%) C# Developer
8 2 (3.13%) Cloud Architect
8 2 (3.13%) Data Architect
8 2 (3.13%) Head of Business Intelligence
8 2 (3.13%) Programmer
Libraries, Frameworks & Software Standards
1 23 (35.94%) React
2 18 (28.13%) HTML
3 14 (21.88%) RESTful
4 13 (20.31%) CSS
4 13 (20.31%) RabbitMQ
5 12 (18.75%) .NET
6 11 (17.19%) ASP.NET
7 9 (14.06%) Memcached
7 9 (14.06%) Node.js
8 8 (12.50%) Spring
9 7 (10.94%) AngularJS
9 7 (10.94%) Spring Boot
10 6 (9.38%) .NET Framework
10 6 (9.38%) HTML5
10 6 (9.38%) jQuery
10 6 (9.38%) Web Services
10 6 (9.38%) XML
10 6 (9.38%) XSLT
11 5 (7.81%) EDI
11 5 (7.81%) SAML
Miscellaneous
1 5 (7.81%) Enterprise Software
1 5 (7.81%) User Experience
2 4 (6.25%) Algorithms
2 4 (6.25%) Data Structures
2 4 (6.25%) Greenfield Project
3 2 (3.13%) Enterprise Cloud
3 2 (3.13%) iPhone
3 2 (3.13%) Photography
3 2 (3.13%) Reference Data
3 2 (3.13%) Smartphone
3 2 (3.13%) Social Media
4 1 (1.56%) Management Information System
Operating Systems
1 8 (12.50%) Windows
2 3 (4.69%) Linux
3 2 (3.13%) Unix
4 1 (1.56%) Windows Server
Processes & Methodologies
1 42 (65.63%) Agile Software Development
2 30 (46.88%) DevOps
3 19 (29.69%) Full Stack Development
4 17 (26.56%) TDD
5 16 (25.00%) Problem-Solving
6 15 (23.44%) Scrum
7 12 (18.75%) Continuous Integration
7 12 (18.75%) Web Development
8 9 (14.06%) Microservices
8 9 (14.06%) OpenUP
9 7 (10.94%) Software Engineering
10 6 (9.38%) Analytics
10 6 (9.38%) Clean Code
10 6 (9.38%) E-Commerce
10 6 (9.38%) ETL
10 6 (9.38%) Machine Learning
10 6 (9.38%) Mentoring
10 6 (9.38%) Test Automation
11 5 (7.81%) Collaborative Working
11 5 (7.81%) Prototyping
Programming Languages
1 27 (42.19%) JavaScript
2 24 (37.50%) Java
3 19 (29.69%) SQL
4 16 (25.00%) C#
5 7 (10.94%) Clojure
6 6 (9.38%) T-SQL
7 3 (4.69%) PHP
8 2 (3.13%) Ruby
9 1 (1.56%) Java 8
9 1 (1.56%) PowerShell
9 1 (1.56%) Python
9 1 (1.56%) R
9 1 (1.56%) Shell Script
9 1 (1.56%) TypeScript
Qualifications
1 2 (3.13%) Degree
1 2 (3.13%) Security Cleared
2 1 (1.56%) CCNA
2 1 (1.56%) Cisco Certification
2 1 (1.56%) Computer Science Degree
2 1 (1.56%) MCSE
2 1 (1.56%) Microsoft Certification
Quality Assurance & Compliance
1 5 (7.81%) ISO/IEC 27001
2 2 (3.13%) Data Quality
2 2 (3.13%) QA
3 1 (1.56%) SLA
System Software
1 6 (9.38%) Docker
2 5 (7.81%) Active Directory
Systems Management
1 5 (7.81%) Single Sign-On
2 1 (1.56%) Ansible
2 1 (1.56%) Consul
2 1 (1.56%) Kubernetes
2 1 (1.56%) Opscode Chef
2 1 (1.56%) Puppet
2 1 (1.56%) Terraform
Vendors
1 16 (25.00%) Microsoft
2 4 (6.25%) Oracle
3 2 (3.13%) Apple
3 2 (3.13%) Informatica
3 2 (3.13%) MicroStrategy
3 2 (3.13%) MKS
3 2 (3.13%) Netezza
3 2 (3.13%) Serena
3 2 (3.13%) Talend
4 1 (1.56%) Cisco
4 1 (1.56%) Google
4 1 (1.56%) IFS
4 1 (1.56%) Zend