Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 October 2021 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
19 Oct 2021		 Same period 2020 Same period 2019
Rank 129 103 120
Rank change year-on-year -26 +17 -9
Permanent jobs citing Relational Database 145 53 198
As % of all permanent jobs advertised in Yorkshire 2.16% 1.96% 2.85%
As % of the Database & Business Intelligence category 8.34% 7.15% 11.65%
Number of salaries quoted 114 49 184
10th Percentile £32,500 £31,000 £28,250
25th Percentile £36,938 £32,750 £37,500
Median annual salary (50th Percentile) £50,000 £45,000 £45,000
Median % change year-on-year +11.11% - -
75th Percentile £59,625 £52,500 £55,000
90th Percentile £73,500 £66,250 £64,750
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,738 741 1,699
As % of all permanent IT jobs advertised in Yorkshire 25.90% 27.42% 24.42%
Number of salaries quoted 1,363 673 1,492
10th Percentile £30,550 £32,000 £29,000
25th Percentile £37,500 £37,500 £33,797
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - +5.88%
75th Percentile £60,000 £57,500 £53,750
90th Percentile £70,000 £65,000 £62,500
England median annual salary £59,000 £55,000 £52,500
% change year-on-year +7.27% +4.76% +5.00%

Relational Database
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Relational Database in Yorkshire

Relational Database
Salary Trend in Yorkshire

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

Salary trend for Relational Database in Yorkshire

Relational Database
Salary Histogram in Yorkshire

Salary distribution for jobs citing Relational Database in Yorkshire over the 6 months to 19 October 2021.

Salary histogram for Relational Database in Yorkshire

Relational Database
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Relational Database within the Yorkshire region over the 6 months to 19 October 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
West Yorkshire -34 92 £50,000 +11.11% 9
North Yorkshire +7 20 £48,750 -2.50% 2
South Yorkshire -39 17 £37,500 -22.28% 3
East Yorkshire -11 2 £45,000 +38.46% 2
Relational Database
England

For the 6 months to 19 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 Yorkshire region with a requirement for Relational Database.

1 99 (68.28%) SQL
2 59 (40.69%) Social Skills
3 48 (33.10%) SQL Server
4 42 (28.97%) Java
4 42 (28.97%) Agile Software Development
5 41 (28.28%) Microsoft
6 38 (26.21%) Azure
7 37 (25.52%) Finance
7 37 (25.52%) Business Intelligence
7 37 (25.52%) RDBMS
8 35 (24.14%) MySQL
8 35 (24.14%) SDLC
9 34 (23.45%) Data Warehouse
10 33 (22.76%) Oracle
11 29 (20.00%) Software Engineering
12 28 (19.31%) AWS
13 26 (17.93%) C#
13 26 (17.93%) Linux
13 26 (17.93%) Data Modelling
14 25 (17.24%) Python
14 25 (17.24%) DevOps
15 24 (16.55%) .NET
16 23 (15.86%) JIRA
17 22 (15.17%) PHP
18 21 (14.48%) OO
19 20 (13.79%) HTML
19 20 (13.79%) OOP
19 20 (13.79%) Degree
19 20 (13.79%) Microservices
20 19 (13.10%) PL/SQL

Relational Database
Co-occurring IT Skills in Yorkshire 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 14 (9.66%) Apache
2 13 (8.97%) CMS
3 11 (7.59%) Apache Spark
4 10 (6.90%) Confluence
5 6 (4.14%) Apache Airflow
5 6 (4.14%) Luigi
5 6 (4.14%) Tomcat
6 4 (2.76%) Apache Synapse
6 4 (2.76%) Elasticsearch
6 4 (2.76%) JBoss
7 3 (2.07%) nginx
8 2 (1.38%) SharePoint
9 1 (0.69%) IBM Domino
9 1 (0.69%) WebLogic
Applications
1 7 (4.83%) Microsoft Excel
2 5 (3.45%) Microsoft Office
3 2 (1.38%) MS Visio
3 2 (1.38%) Oracle Smart View
4 1 (0.69%) Microsoft PowerPoint
4 1 (0.69%) Spreadsheet
Business Applications
1 2 (1.38%) Oracle Applications
1 2 (1.38%) Oracle Assets
1 2 (1.38%) Oracle ERP
1 2 (1.38%) Oracle General Ledger
1 2 (1.38%) Oracle Payables
1 2 (1.38%) Oracle Subledger Accounting
1 2 (1.38%) Payment Gateway
1 2 (1.38%) SAP ERP
Cloud Services
1 38 (26.21%) Azure
2 28 (19.31%) AWS
3 15 (10.34%) Serverless
4 8 (5.52%) AWS Lambda
4 8 (5.52%) Power Platform
5 6 (4.14%) Amazon EC2
5 6 (4.14%) Amazon EMR
5 6 (4.14%) GCP
6 5 (3.45%) Azure Synapse Analytics
7 4 (2.76%) GitHub
8 3 (2.07%) AWS CloudFormation
8 3 (2.07%) AWS Step Functions
8 3 (2.07%) Azure Service Bus
8 3 (2.07%) npm
8 3 (2.07%) SaaS
9 2 (1.38%) Azure Data Factory
9 2 (1.38%) BlazeMeter
9 2 (1.38%) DigitalOcean
9 2 (1.38%) PaaS
9 2 (1.38%) Stripe
Communications & Networking
1 6 (4.14%) HTTP
2 5 (3.45%) HTTPS
3 3 (2.07%) Firewall
4 2 (1.38%) BIG-IP
4 2 (1.38%) Internet
4 2 (1.38%) PuTTY
4 2 (1.38%) Telnet
4 2 (1.38%) Wireshark
Database & Business Intelligence
1 48 (33.10%) SQL Server
2 37 (25.52%) RDBMS
3 35 (24.14%) MySQL
4 34 (23.45%) Data Warehouse
5 16 (11.03%) NoSQL
6 13 (8.97%) SQL Server Integration Services
6 13 (8.97%) SQL Server Reporting Services
7 12 (8.28%) Amazon Redshift
7 12 (8.28%) Big Data
7 12 (8.28%) Data Lake
8 10 (6.90%) Hadoop
9 8 (5.52%) Azure SQL Database
9 8 (5.52%) Metadata
9 8 (5.52%) PostgreSQL
9 8 (5.52%) Power BI
10 7 (4.83%) Amazon Athena
10 7 (4.83%) Oracle Database
11 6 (4.14%) Amazon QuickSight
11 6 (4.14%) Amazon RDS
11 6 (4.14%) Azkaban
Development Applications
1 23 (15.86%) JIRA
2 11 (7.59%) Git (software)
3 8 (5.52%) Visual Studio
4 7 (4.83%) Subversion
5 6 (4.14%) Jenkins
5 6 (4.14%) Oracle APEX
6 3 (2.07%) Grunt
6 3 (2.07%) gulp
6 3 (2.07%) Mercurial
6 3 (2.07%) Octopus Deploy
6 3 (2.07%) Oracle Forms
6 3 (2.07%) Team Foundation Server
6 3 (2.07%) Visual Studio Team System
6 3 (2.07%) webpack
7 2 (1.38%) Cypress.io
7 2 (1.38%) Fiddler
7 2 (1.38%) HP UFT
7 2 (1.38%) JMeter
7 2 (1.38%) LoadRunner
7 2 (1.38%) Selenium
General
1 59 (40.69%) Social Skills
2 37 (25.52%) Finance
3 18 (12.41%) Analytical Skills
4 15 (10.34%) Retail
5 12 (8.28%) Banking
6 7 (4.83%) Billing
6 7 (4.83%) Legal
7 3 (2.07%) Documentation Skills
7 3 (2.07%) Electronics
7 3 (2.07%) Games
7 3 (2.07%) Law
7 3 (2.07%) Presentation Skills
7 3 (2.07%) Public Sector
8 2 (1.38%) General Ledger
9 1 (0.69%) Manufacturing
9 1 (0.69%) Marketing
9 1 (0.69%) Organisational Skills
Job Titles
1 38 (26.21%) Developer
2 18 (12.41%) Analyst
3 17 (11.72%) DBA
4 16 (11.03%) Administrator
5 15 (10.34%) Architect
6 13 (8.97%) Data Engineer
6 13 (8.97%) Senior Developer
7 12 (8.28%) Software Engineer
8 10 (6.90%) Engineering Specialist
8 10 (6.90%) SQL DBA
9 9 (6.21%) PHP Developer
9 9 (6.21%) Software Developer
10 8 (5.52%) Data Analyst
10 8 (5.52%) Designer
10 8 (5.52%) Solutions Designer
11 7 (4.83%) .NET Developer
11 7 (4.83%) Business Intelligence Analyst
11 7 (4.83%) C# Developer
11 7 (4.83%) Junior
11 7 (4.83%) Solutions Architect
Libraries, Frameworks & Software Standards
1 24 (16.55%) .NET
2 20 (13.79%) HTML
3 16 (11.03%) React
4 15 (10.34%) CSS
4 15 (10.34%) REST
4 15 (10.34%) Spring
5 14 (9.66%) LAMP
6 12 (8.28%) Kafka
7 11 (7.59%) AngularJS
8 10 (6.90%) Laravel
8 10 (6.90%) Web Services
9 8 (5.52%) PySpark
9 8 (5.52%) Symfony
10 7 (4.83%) ASP.NET
10 7 (4.83%) Vue.js
10 7 (4.83%) XML
11 6 (4.14%) .NET Framework
11 6 (4.14%) GraphQL
11 6 (4.14%) Node.js
11 6 (4.14%) NumPy
Miscellaneous
1 13 (8.97%) Virtual Team
2 12 (8.28%) Legacy Systems
3 8 (5.52%) Management Information System
4 7 (4.83%) Data Structures
5 6 (4.14%) Data Protection Act
6 5 (3.45%) Greenfield Project
6 5 (3.45%) Tandem
7 3 (2.07%) Blog
7 3 (2.07%) Clustering
7 3 (2.07%) Enterprise Software
7 3 (2.07%) Self-Motivation
7 3 (2.07%) VLE
8 2 (1.38%) Cloud Native
8 2 (1.38%) NHS
8 2 (1.38%) Taxonomies
8 2 (1.38%) User Experience
9 1 (0.69%) Freedom of Information Act
9 1 (0.69%) iPhone
9 1 (0.69%) Photography
9 1 (0.69%) Social Media
Operating Systems
1 26 (17.93%) Linux
2 12 (8.28%) Windows
3 5 (3.45%) Windows Server
4 3 (2.07%) Solaris
4 3 (2.07%) Unix
5 1 (0.69%) Windows 10
5 1 (0.69%) Windows Server 2016
Processes & Methodologies
1 42 (28.97%) Agile Software Development
2 37 (25.52%) Business Intelligence
3 35 (24.14%) SDLC
4 29 (20.00%) Software Engineering
5 26 (17.93%) Data Modelling
6 25 (17.24%) DevOps
7 21 (14.48%) OO
8 20 (13.79%) Microservices
8 20 (13.79%) OOP
9 18 (12.41%) TDD
10 17 (11.72%) Collaborative Working
11 16 (11.03%) Visualisation
12 14 (9.66%) Clean Code
12 14 (9.66%) Coaching
12 14 (9.66%) ETL
12 14 (9.66%) Performance Tuning
13 13 (8.97%) Commercial Awareness
14 12 (8.28%) Data Management
14 12 (8.28%) Project Management
14 12 (8.28%) Test Automation
Programming Languages
1 99 (68.28%) SQL
2 42 (28.97%) Java
3 26 (17.93%) C#
4 25 (17.24%) Python
5 22 (15.17%) PHP
6 19 (13.10%) PL/SQL
7 17 (11.72%) JavaScript
8 12 (8.28%) T-SQL
9 8 (5.52%) C++
9 8 (5.52%) Scala
9 8 (5.52%) VB
10 7 (4.83%) VBA
11 2 (1.38%) C
11 2 (1.38%) PowerShell
11 2 (1.38%) XPath
12 1 (0.69%) Java 8
12 1 (0.69%) PHP 7
12 1 (0.69%) TypeScript
Qualifications
1 20 (13.79%) Degree
2 4 (2.76%) Computer Science Degree
3 3 (2.07%) Postgraduate
4 2 (1.38%) SC Cleared
4 2 (1.38%) Security Cleared
5 1 (0.69%) Oracle Certification
Quality Assurance & Compliance
1 8 (5.52%) GDPR
2 6 (4.14%) Data Quality
3 2 (1.38%) QA
System Software
1 9 (6.21%) Docker
2 3 (2.07%) Virtual Servers
2 3 (2.07%) VMware Infrastructure
3 1 (0.69%) Varnish
Systems Management
1 13 (8.97%) Kubernetes
2 4 (2.76%) Puppet
2 4 (2.76%) Terraform
3 2 (1.38%) Ansible
3 2 (1.38%) Grafana
3 2 (1.38%) nmon
3 2 (1.38%) Rancher
Vendors
1 41 (28.28%) Microsoft
2 33 (22.76%) Oracle
3 10 (6.90%) Atlassian
3 10 (6.90%) BT
4 9 (6.21%) IBM
5 7 (4.83%) SAP
6 5 (3.45%) Databricks
7 3 (2.07%) Cognos
7 3 (2.07%) Google
7 3 (2.07%) NetApp
7 3 (2.07%) NVIDIA
7 3 (2.07%) Talend
7 3 (2.07%) VMware
8 2 (1.38%) Alteryx
8 2 (1.38%) Cadence
8 2 (1.38%) Citrix
8 2 (1.38%) F5
8 2 (1.38%) GoCardless
8 2 (1.38%) Hyperion
8 2 (1.38%) Splunk