Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Relational Database
Scotland > Glasgow
6 months to
1 Jul 2022
Same period 2021 Same period 2020
Rank 30 52 53
Rank change year-on-year +22 +1 -12
Permanent jobs citing Relational Database 129 57 45
As % of all permanent jobs advertised in Glasgow 7.35% 4.01% 4.43%
As % of the Database & Business Intelligence category 27.22% 13.73% 13.60%
Number of salaries quoted 69 25 32
10th Percentile £31,250 £28,000 -
25th Percentile £35,214 £35,000 £37,750
Median annual salary (50th Percentile) £37,500 £44,000 £43,250
Median % change year-on-year -14.77% +1.73% -3.89%
75th Percentile £60,000 £56,250 £50,000
90th Percentile £65,500 £71,500 £53,375
Scotland median annual salary £47,500 £50,625 £45,000
% change year-on-year -6.17% +12.50% -

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 474 415 331
As % of all permanent IT jobs advertised in Glasgow 26.99% 29.18% 32.58%
Number of salaries quoted 228 294 223
10th Percentile £31,250 £33,750 £32,500
25th Percentile £36,250 £37,500 £38,375
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -1.10%
75th Percentile £62,500 £57,375 £53,750
90th Percentile £76,125 £70,000 £57,500
Scotland median annual salary £55,000 £47,500 £45,000
% change year-on-year +15.79% +5.56% -

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 1 July 2022.

Salary histogram for Relational Database in Glasgow

For the 6 months to 1 July 2022, 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 80 (62.02%) SQL
2 71 (55.04%) Agile
3 68 (52.71%) Azure
4 57 (44.19%) DevOps
5 54 (41.86%) AWS
6 53 (41.09%) Microsoft
6 53 (41.09%) Social Skills
7 52 (40.31%) Python
8 49 (37.98%) Java
9 47 (36.43%) Git (software)
10 45 (34.88%) SQL Server
11 39 (30.23%) Software Engineering
11 39 (30.23%) Continuous Integration
12 37 (28.68%) Problem-Solving
13 32 (24.81%) Full Stack Development
13 32 (24.81%) .NET
14 31 (24.03%) Business Intelligence
15 30 (23.26%) C#
15 30 (23.26%) SaaS
16 29 (22.48%) REST
17 28 (21.71%) Data Privacy
18 27 (20.93%) ASP.NET
18 27 (20.93%) RDBMS
18 27 (20.93%) CI/CD
19 26 (20.16%) Sprint Planning
19 26 (20.16%) Software Testing
19 26 (20.16%) MVC
19 26 (20.16%) R
19 26 (20.16%) ASP.NET MVC
20 25 (19.38%) QA

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 (8.53%) Apache Spark
2 6 (4.65%) Confluence
2 6 (4.65%) SAS
3 1 (0.78%) WebLogic
Applications
1 6 (4.65%) Microsoft Excel
Cloud Services
1 68 (52.71%) Azure
2 54 (41.86%) AWS
3 30 (23.26%) SaaS
4 22 (17.05%) GCP
5 14 (10.85%) Power Platform
6 13 (10.08%) Azure DevOps
7 6 (4.65%) Cloud Computing
8 4 (3.10%) Amazon SQS
9 3 (2.33%) Semaphore
10 1 (0.78%) Amazon EC2
10 1 (0.78%) GitHub
10 1 (0.78%) GitHub Actions
Communications & Networking
1 16 (12.40%) 4G
1 16 (12.40%) 5G
2 1 (0.78%) HTTP
2 1 (0.78%) Internet
2 1 (0.78%) Intranet
Database & Business Intelligence
1 45 (34.88%) SQL Server
2 27 (20.93%) RDBMS
3 22 (17.05%) MySQL
4 19 (14.73%) Elasticsearch
5 16 (12.40%) NoSQL
6 14 (10.85%) Big Data
6 14 (10.85%) Power BI
7 12 (9.30%) Tableau
8 11 (8.53%) Data Lake
9 8 (6.20%) Data Warehouse
10 7 (5.43%) MongoDB
10 7 (5.43%) PostgreSQL
11 4 (3.10%) DB2
11 4 (3.10%) MS Access
11 4 (3.10%) SQL Server Integration Services
12 2 (1.55%) Oracle Database
13 1 (0.78%) Amazon RDS
13 1 (0.78%) Hazelcast
13 1 (0.78%) Metadata
13 1 (0.78%) MSDE
Development Applications
1 47 (36.43%) Git (software)
2 25 (19.38%) JIRA
3 17 (13.18%) Jenkins
4 16 (12.40%) Sonatype Nexus
5 11 (8.53%) ER Studio
5 11 (8.53%) ERwin
6 7 (5.43%) Cypress.io
7 6 (4.65%) Bitbucket
8 5 (3.88%) Postman
8 5 (3.88%) TestCafe
9 2 (1.55%) Cucumber
9 2 (1.55%) Selenium
10 1 (0.78%) Browser DevTools
10 1 (0.78%) Eclipse
10 1 (0.78%) IntelliJ
10 1 (0.78%) Subversion
10 1 (0.78%) TeamCity
10 1 (0.78%) Visual Studio
General
1 53 (41.09%) Social Skills
2 20 (15.50%) Advertising
3 16 (12.40%) Finance
3 16 (12.40%) Publishing
4 13 (10.08%) Analytical Skills
5 11 (8.53%) Presentation Skills
6 8 (6.20%) Retail
7 7 (5.43%) Banking
8 3 (2.33%) Front Office
8 3 (2.33%) Manufacturing
8 3 (2.33%) Public Sector
9 2 (1.55%) Inclusion and Diversity
9 2 (1.55%) Local Government
9 2 (1.55%) Police
10 1 (0.78%) Investment Banking
Job Titles
1 64 (49.61%) Developer
2 26 (20.16%) .NET Developer
3 24 (18.60%) C# .NET Developer
3 24 (18.60%) C# Developer
3 24 (18.60%) SaaS Developer
3 24 (18.60%) WinForms Developer
4 20 (15.50%) Java Developer
5 15 (11.63%) Python Developer
6 12 (9.30%) Junior
7 11 (8.53%) Analytics Consultant
7 11 (8.53%) Business Intelligence Consultant
7 11 (8.53%) Consultant
7 11 (8.53%) Data Analytics Consultant
7 11 (8.53%) Data Consultant
8 8 (6.20%) Analyst
8 8 (6.20%) Junior .NET Developer
8 8 (6.20%) Junior Developer
9 7 (5.43%) Junior C# .NET Developer
9 7 (5.43%) Junior C# Developer
10 6 (4.65%) Associate Director
Libraries, Frameworks & Software Standards
1 32 (24.81%) .NET
2 29 (22.48%) REST
3 27 (20.93%) ASP.NET
4 26 (20.16%) ASP.NET MVC
5 24 (18.60%) .NET Framework
5 24 (18.60%) Entity Framework
5 24 (18.60%) WinForms
6 20 (15.50%) OLE
6 20 (15.50%) Spring
7 18 (13.95%) Django
7 18 (13.95%) GraphQL
8 17 (13.18%) Middleware
9 12 (9.30%) SAML
10 11 (8.53%) AngularJS
11 10 (7.75%) Hibernate
11 10 (7.75%) React
12 9 (6.98%) HTML
13 8 (6.20%) HTML5
13 8 (6.20%) RESTful
14 6 (4.65%) Flask
Miscellaneous
1 20 (15.50%) Public Cloud
2 11 (8.53%) IoT
3 8 (6.20%) Data Structures
4 7 (5.43%) Enterprise Software
5 5 (3.88%) Mobile App
5 5 (3.88%) Tandem
6 4 (3.10%) Algorithms
6 4 (3.10%) Equity Derivative
7 2 (1.55%) Greenfield Project
8 1 (0.78%) Data Centre
8 1 (0.78%) Equities
8 1 (0.78%) Foreign Exchange (FX)
8 1 (0.78%) Self-Motivation
8 1 (0.78%) User Experience
Operating Systems
1 10 (7.75%) Unix
2 5 (3.88%) Linux
3 1 (0.78%) Android
3 1 (0.78%) Apple iOS
Processes & Methodologies
1 71 (55.04%) Agile
2 57 (44.19%) DevOps
3 39 (30.23%) Continuous Integration
3 39 (30.23%) Software Engineering
4 37 (28.68%) Problem-Solving
5 32 (24.81%) Full Stack Development
6 31 (24.03%) Business Intelligence
7 28 (21.71%) Data Privacy
8 27 (20.93%) CI/CD
9 26 (20.16%) MVC
9 26 (20.16%) Software Testing
9 26 (20.16%) Sprint Planning
10 22 (17.05%) Microservices
11 21 (16.28%) Analytics
11 21 (16.28%) TDD
12 18 (13.95%) SDLC
13 16 (12.40%) DataOps
13 16 (12.40%) OOP
14 13 (10.08%) Data Modelling
14 13 (10.08%) ETL
Programming Languages
1 80 (62.02%) SQL
2 52 (40.31%) Python
3 49 (37.98%) Java
4 30 (23.26%) C#
5 26 (20.16%) R
6 18 (13.95%) TypeScript
7 11 (8.53%) JavaScript
8 5 (3.88%) Clojure
9 3 (2.33%) Perl
10 2 (1.55%) C
10 2 (1.55%) C++
10 2 (1.55%) Data Analysis Expressions (DAX)
10 2 (1.55%) PL/SQL
10 2 (1.55%) Shell Script
10 2 (1.55%) VBA
11 1 (0.78%) Apex Code
11 1 (0.78%) Ruby
11 1 (0.78%) VB
11 1 (0.78%) VB.NET
11 1 (0.78%) VB6
Qualifications
1 25 (19.38%) Degree
2 3 (2.33%) Master's Degree
3 2 (1.55%) Computer Science Degree
3 2 (1.55%) Security Cleared
Quality Assurance & Compliance
1 25 (19.38%) QA
2 1 (0.78%) Accessibility
System Software
1 13 (10.08%) Docker
Systems Management
1 18 (13.95%) Ansible
2 16 (12.40%) Terraform
3 6 (4.65%) Kubernetes
4 1 (0.78%) Prometheus
Vendors
1 53 (41.09%) Microsoft
2 15 (11.63%) Oracle
3 7 (5.43%) Google
3 7 (5.43%) Okta
4 6 (4.65%) Teradata
5 5 (3.88%) Atlassian
6 4 (3.10%) Sybase
7 1 (0.78%) Salesforce.com
7 1 (0.78%) Splunk