Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 January 2022

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 21 January 2022 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
21 Jan 2022		 Same period 2021 Same period 2020
Rank 151 140 100
Rank change year-on-year -11 -40 +21
Permanent jobs citing Relational Database 126 55 159
As % of all permanent jobs advertised in Yorkshire 1.79% 1.46% 2.59%
As % of the Database & Business Intelligence category 8.06% 5.08% 10.32%
Number of salaries quoted 117 44 147
10th Percentile £32,500 £30,000 £29,000
25th Percentile £36,250 £32,542 £41,250
Median annual salary (50th Percentile) £47,500 £42,750 £47,500
Median % change year-on-year +11.11% -10.00% +5.56%
75th Percentile £62,500 £50,000 £61,000
90th Percentile £74,250 £53,375 £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 1,564 1,083 1,541
As % of all permanent IT jobs advertised in Yorkshire 22.20% 28.71% 25.14%
Number of salaries quoted 1,280 934 1,320
10th Percentile £31,750 £31,250 £30,000
25th Percentile £37,500 £37,500 £35,188
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% +5.88%
75th Percentile £61,250 £58,750 £55,000
90th Percentile £71,250 £65,000 £64,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 21 January 2022.

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 21 January 2022. 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
Jobs
West Yorkshire -9 85 £51,250 +29.75% 7
North Yorkshire -3 22 £37,500 -16.67% 4
South Yorkshire -27 15 £40,000 +8.11% 5
East Yorkshire -15 2 £41,250 -5.17% 1
Relational Database
England

For the 6 months to 21 January 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 Yorkshire region with a requirement for Relational Database.

1 81 (64.29%) SQL
2 57 (45.24%) RDBMS
3 42 (33.33%) DevOps
4 37 (29.37%) SQL Server
4 37 (29.37%) Agile Software Development
5 36 (28.57%) Java
5 36 (28.57%) Oracle
6 35 (27.78%) AWS
7 32 (25.40%) Social Skills
7 32 (25.40%) Business Intelligence
8 31 (24.60%) MySQL
9 30 (23.81%) C#
10 26 (20.63%) .NET
11 24 (19.05%) Python
12 23 (18.25%) JavaScript
12 23 (18.25%) Azure
13 22 (17.46%) SDLC
13 22 (17.46%) PHP
13 22 (17.46%) Data Warehouse
14 19 (15.08%) Finance
14 19 (15.08%) CI/CD
15 18 (14.29%) Microservices
15 18 (14.29%) Microsoft Excel
16 17 (13.49%) ITIL
16 17 (13.49%) React
16 17 (13.49%) NoSQL
17 16 (12.70%) Root Cause Analysis
17 16 (12.70%) Virtual Team
17 16 (12.70%) ASP.NET
17 16 (12.70%) OO

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 10 (7.94%) CMS
2 6 (4.76%) Apache Spark
3 5 (3.97%) Confluence
4 4 (3.17%) Apache Airflow
4 4 (3.17%) Luigi
4 4 (3.17%) Tomcat
5 2 (1.59%) Elasticsearch
5 2 (1.59%) IBM Domino
5 2 (1.59%) SharePoint
6 1 (0.79%) Apache
6 1 (0.79%) Apache Synapse
6 1 (0.79%) WebLogic
Applications
1 18 (14.29%) Microsoft Excel
2 2 (1.59%) MS Visio
2 2 (1.59%) Spreadsheet
3 1 (0.79%) Microsoft PowerPoint
Business Applications
1 2 (1.59%) Payment Gateway
Cloud Services
1 35 (27.78%) AWS
2 23 (18.25%) Azure
3 9 (7.14%) Serverless
4 5 (3.97%) Amazon EC2
4 5 (3.97%) Amazon EMR
4 5 (3.97%) AWS Lambda
5 4 (3.17%) AWS CloudFormation
5 4 (3.17%) Power Platform
6 3 (2.38%) AWS Step Functions
6 3 (2.38%) GitHub
6 3 (2.38%) SaaS
7 2 (1.59%) Amazon ECS
7 2 (1.59%) Amazon S3
7 2 (1.59%) BlazeMeter
7 2 (1.59%) DigitalOcean
7 2 (1.59%) GCP
7 2 (1.59%) Stripe
8 1 (0.79%) Amazon Kinesis
8 1 (0.79%) Azure Data Factory
8 1 (0.79%) Azure Synapse Analytics
Communications & Networking
1 4 (3.17%) HTTP
2 3 (2.38%) HTTPS
3 2 (1.59%) BIG-IP
3 2 (1.59%) Internet
3 2 (1.59%) PuTTY
3 2 (1.59%) Telnet
3 2 (1.59%) Wireshark
4 1 (0.79%) Firewall
Database & Business Intelligence
1 57 (45.24%) RDBMS
2 37 (29.37%) SQL Server
3 31 (24.60%) MySQL
4 22 (17.46%) Data Warehouse
5 17 (13.49%) NoSQL
6 13 (10.32%) Oracle Reports
7 12 (9.52%) SQL Server Reporting Services
8 10 (7.94%) SQL Server Integration Services
9 8 (6.35%) Amazon Redshift
9 8 (6.35%) Big Data
9 8 (6.35%) MariaDB
10 6 (4.76%) Data Lake
10 6 (4.76%) Metadata
10 6 (4.76%) Oracle Database
10 6 (4.76%) PostgreSQL
11 5 (3.97%) Amazon Athena
11 5 (3.97%) Amazon RDS
11 5 (3.97%) Hadoop
11 5 (3.97%) Oracle Database 12c
11 5 (3.97%) Redis
Development Applications
1 14 (11.11%) JIRA
2 8 (6.35%) Git (software)
3 7 (5.56%) Jenkins
4 6 (4.76%) Visual Studio
5 5 (3.97%) Oracle APEX
5 5 (3.97%) Subversion
6 4 (3.17%) Oracle Forms
7 2 (1.59%) Atlassian Bamboo
7 2 (1.59%) Cucumber
7 2 (1.59%) Cypress.io
7 2 (1.59%) Fiddler
7 2 (1.59%) HP UFT
7 2 (1.59%) JMeter
7 2 (1.59%) LINQPad
7 2 (1.59%) LoadRunner
7 2 (1.59%) Maven
7 2 (1.59%) PHPUnit
7 2 (1.59%) Selenium
7 2 (1.59%) SoapUI
7 2 (1.59%) WebLOAD
General
1 32 (25.40%) Social Skills
2 19 (15.08%) Finance
3 15 (11.90%) Analytical Skills
4 13 (10.32%) Law
5 12 (9.52%) Back Office
5 12 (9.52%) Public Sector
6 8 (6.35%) Marketing
7 5 (3.97%) Retail
8 4 (3.17%) Online Betting
9 3 (2.38%) Games
9 3 (2.38%) Legal
9 3 (2.38%) Telecoms
10 2 (1.59%) Organisational Skills
11 1 (0.79%) Electronics
11 1 (0.79%) Fire and Rescue
11 1 (0.79%) Inclusion and Diversity
11 1 (0.79%) Influencing Skills
11 1 (0.79%) Police
11 1 (0.79%) Presentation Skills
Job Titles
1 36 (28.57%) Developer
2 26 (20.63%) Analyst
3 13 (10.32%) Applications Support
3 13 (10.32%) Applications Support Analyst
3 13 (10.32%) DevOps Engineer
3 13 (10.32%) Support Analyst
4 12 (9.52%) 2nd Line Support
4 12 (9.52%) 2nd Line Support Analyst
4 12 (9.52%) 2nd Line Technical Support
4 12 (9.52%) 2nd Line Technical Support Analyst
4 12 (9.52%) Architect
4 12 (9.52%) Fraud Analyst
4 12 (9.52%) PHP Developer
4 12 (9.52%) SQL Analyst
4 12 (9.52%) SQL Support Analyst
4 12 (9.52%) Technical Analyst
4 12 (9.52%) Technical Support
4 12 (9.52%) Technical Support Analyst
5 10 (7.94%) DBA
6 9 (7.14%) Senior Developer
Libraries, Frameworks & Software Standards
1 26 (20.63%) .NET
2 17 (13.49%) React
3 16 (12.70%) ASP.NET
4 10 (7.94%) Node.js
4 10 (7.94%) REST
5 9 (7.14%) RESTful
6 8 (6.35%) HTML
6 8 (6.35%) Kafka
6 8 (6.35%) XML
7 7 (5.56%) Laravel
7 7 (5.56%) Spring
8 6 (4.76%) Vue.js
9 5 (3.97%) AngularJS
9 5 (3.97%) CSS
10 4 (3.17%) .NET Framework
10 4 (3.17%) Entity Framework
10 4 (3.17%) RabbitMQ
10 4 (3.17%) Spark Streaming
11 3 (2.38%) ASP.NET MVC
11 3 (2.38%) NumPy
Miscellaneous
1 16 (12.70%) Virtual Team
2 6 (4.76%) Data Structures
2 6 (4.76%) Management Information System
3 4 (3.17%) Data Protection Act
4 3 (2.38%) Self-Motivation
4 3 (2.38%) Social Media
4 3 (2.38%) Tandem
5 2 (1.59%) Cloud Native
5 2 (1.59%) iPhone
5 2 (1.59%) Photography
5 2 (1.59%) Smartphone
5 2 (1.59%) Taxonomies
6 1 (0.79%) Blog
6 1 (0.79%) Enterprise Software
6 1 (0.79%) Freedom of Information
6 1 (0.79%) Freedom of Information Act
6 1 (0.79%) Mobile App
6 1 (0.79%) NHS
6 1 (0.79%) User Experience
6 1 (0.79%) VLE
Operating Systems
1 15 (11.90%) Linux
2 13 (10.32%) Unix
3 5 (3.97%) Windows
4 2 (1.59%) Windows Server
5 1 (0.79%) Solaris
Processes & Methodologies
1 42 (33.33%) DevOps
2 37 (29.37%) Agile Software Development
3 32 (25.40%) Business Intelligence
4 22 (17.46%) SDLC
5 19 (15.08%) CI/CD
6 18 (14.29%) Microservices
7 17 (13.49%) ITIL
8 16 (12.70%) OO
8 16 (12.70%) Root Cause Analysis
8 16 (12.70%) TDD
9 14 (11.11%) Data Modelling
9 14 (11.11%) Data Security
9 14 (11.11%) Test Automation
9 14 (11.11%) Visualisation
10 13 (10.32%) MVC
11 11 (8.73%) Project Management
11 11 (8.73%) Software Engineering
11 11 (8.73%) Web Development
12 10 (7.94%) Computer Science
12 10 (7.94%) Continuous Integration
Programming Languages
1 81 (64.29%) SQL
2 36 (28.57%) Java
3 30 (23.81%) C#
4 24 (19.05%) Python
5 23 (18.25%) JavaScript
6 22 (17.46%) PHP
7 12 (9.52%) Shell Script
8 11 (8.73%) PL/SQL
9 7 (5.56%) T-SQL
10 6 (4.76%) VB
11 4 (3.17%) C++
11 4 (3.17%) VBA
12 3 (2.38%) Bash
13 2 (1.59%) ANSI SQL
13 2 (1.59%) C
13 2 (1.59%) Scala
13 2 (1.59%) TypeScript
13 2 (1.59%) XPath
14 1 (0.79%) PHP 4
14 1 (0.79%) PHP 5
Qualifications
1 13 (10.32%) Degree
2 4 (3.17%) Postgraduate
3 3 (2.38%) SC Cleared
3 3 (2.38%) Security Cleared
4 2 (1.59%) Oracle Certification
5 1 (0.79%) Master's Degree
5 1 (0.79%) OCA
5 1 (0.79%) OCAJ
Quality Assurance & Compliance
1 12 (9.52%) PCI DSS
2 7 (5.56%) GDPR
3 3 (2.38%) Data Quality
3 3 (2.38%) QA
4 2 (1.59%) SLA
5 1 (0.79%) Accessibility
System Software
1 7 (5.56%) Docker
2 2 (1.59%) Varnish
3 1 (0.79%) Virtual Servers
3 1 (0.79%) VMware Infrastructure
Systems Management
1 12 (9.52%) Terraform
2 7 (5.56%) Ansible
3 5 (3.97%) Puppet
4 4 (3.17%) Kubernetes
4 4 (3.17%) Opscode Chef
5 2 (1.59%) Grafana
5 2 (1.59%) nmon
Vendors
1 36 (28.57%) Oracle
2 16 (12.70%) Microsoft
3 7 (5.56%) IBM
4 6 (4.76%) SAP
5 3 (2.38%) Atlassian
5 3 (2.38%) ServiceNow
6 2 (1.59%) Apple
6 2 (1.59%) Citrix
6 2 (1.59%) Databricks
6 2 (1.59%) F5
6 2 (1.59%) GoCardless
6 2 (1.59%) Google
6 2 (1.59%) Salesforce.com
6 2 (1.59%) Splunk
7 1 (0.79%) Cadence
7 1 (0.79%) Informatica
7 1 (0.79%) NEC
7 1 (0.79%) NetApp
7 1 (0.79%) Northgate
7 1 (0.79%) VMware