Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 July 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 26 July 2021 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
26 Jul 2021		 Same period 2020 Same period 2019
Rank 125 125 148
Rank change year-on-year 0 +23 -16
Permanent jobs citing Relational Database 121 67 177
As % of all permanent jobs advertised in Yorkshire 2.05% 1.80% 2.30%
As % of the Database & Business Intelligence category 7.74% 6.75% 9.26%
Number of salaries quoted 83 60 166
10th Percentile £32,572 £29,750 £31,250
25th Percentile £37,500 £35,000 £36,750
Median annual salary (50th Percentile) £50,000 £46,000 £45,000
Median % change year-on-year +8.70% +2.22% -
75th Percentile £58,000 £57,500 £53,750
90th Percentile £69,750 £75,000 £64,750
England median annual salary £60,000 £57,500 £53,000
% change year-on-year +4.35% +8.49% +1.92%

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 1,564 992 1,911
As % of all permanent IT jobs advertised in Yorkshire 26.52% 26.67% 24.86%
Number of salaries quoted 1,250 870 1,718
10th Percentile £30,000 £30,000 £29,350
25th Percentile £37,500 £35,000 £33,750
Median annual salary (50th Percentile) £47,500 £45,000 £42,500
Median % change year-on-year +5.56% +5.88% -
75th Percentile £60,000 £56,250 £52,500
90th Percentile £68,750 £65,000 £61,250
England median annual salary £57,000 £55,000 £52,500
% change year-on-year +3.64% +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 26 July 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 26 July 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 -18 70 £50,000 +11.11% 25
North Yorkshire +7 20 £55,000 +12.82% 2
South Yorkshire -38 15 £37,500 -21.05% 8
East Yorkshire - 2 £33,750 -
Relational Database
England

For the 6 months to 26 July 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 79 (65.29%) SQL
2 52 (42.98%) Social Skills
3 51 (42.15%) SQL Server
4 48 (39.67%) Agile Software Development
5 42 (34.71%) Azure
6 41 (33.88%) Microsoft
7 39 (32.23%) Java
8 32 (26.45%) DevOps
9 30 (24.79%) SDLC
9 30 (24.79%) Oracle
10 28 (23.14%) Python
10 28 (23.14%) MySQL
10 28 (23.14%) Finance
11 27 (22.31%) .NET
11 27 (22.31%) Data Modelling
11 27 (22.31%) RDBMS
12 26 (21.49%) Business Intelligence
12 26 (21.49%) Data Warehouse
12 26 (21.49%) C#
12 26 (21.49%) Software Engineering
13 22 (18.18%) PL/SQL
14 21 (17.36%) TDD
15 20 (16.53%) Linux
16 19 (15.70%) OOP
16 19 (15.70%) OO
16 19 (15.70%) T-SQL
16 19 (15.70%) ETL
16 19 (15.70%) Kubernetes
17 18 (14.88%) Serverless
17 18 (14.88%) Apache

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 18 (14.88%) Apache
2 15 (12.40%) Apache Spark
3 13 (10.74%) CMS
4 10 (8.26%) Confluence
5 8 (6.61%) Apache Synapse
6 4 (3.31%) Elasticsearch
6 4 (3.31%) JBoss
7 3 (2.48%) Apache Airflow
7 3 (2.48%) Luigi
7 3 (2.48%) nginx
8 2 (1.65%) Tomcat
9 1 (0.83%) IIS
9 1 (0.83%) Umbraco
Applications
1 5 (4.13%) Microsoft Office
2 2 (1.65%) Microsoft Excel
2 2 (1.65%) Oracle Smart View
3 1 (0.83%) Adobe Illustrator
3 1 (0.83%) Photoshop
Business Applications
1 2 (1.65%) Dynamics CRM
1 2 (1.65%) Oracle Applications
1 2 (1.65%) Oracle Assets
1 2 (1.65%) Oracle ERP
1 2 (1.65%) Oracle General Ledger
1 2 (1.65%) Oracle Payables
1 2 (1.65%) Oracle Subledger Accounting
1 2 (1.65%) SAP ERP
Cloud Services
1 42 (34.71%) Azure
2 18 (14.88%) Serverless
3 14 (11.57%) AWS
4 12 (9.92%) Azure Synapse Analytics
4 12 (9.92%) Power Platform
5 10 (8.26%) Azure Data Factory
6 7 (5.79%) GCP
7 6 (4.96%) Azure Functions
7 6 (4.96%) PaaS
8 5 (4.13%) Azure Stack
9 4 (3.31%) Amazon EC2
9 4 (3.31%) Azure Service Bus
10 3 (2.48%) AWS Lambda
10 3 (2.48%) npm
11 2 (1.65%) Amazon EMR
11 2 (1.65%) Amazon SQS
11 2 (1.65%) Dynamics 365
11 2 (1.65%) GitHub
11 2 (1.65%) IaaS
11 2 (1.65%) SaaS
Communications & Networking
1 9 (7.44%) Firewall
2 4 (3.31%) HTTP
3 2 (1.65%) HTTPS
3 2 (1.65%) SAN
Database & Business Intelligence
1 51 (42.15%) SQL Server
2 28 (23.14%) MySQL
3 27 (22.31%) RDBMS
4 26 (21.49%) Data Warehouse
5 17 (14.05%) Data Lake
5 17 (14.05%) SQL Server Integration Services
6 13 (10.74%) Big Data
7 12 (9.92%) Power BI
8 10 (8.26%) Spark SQL
8 10 (8.26%) SQL Server Analysis Services
9 9 (7.44%) Azure SQL Database
10 8 (6.61%) NoSQL
11 7 (5.79%) SQL Server Reporting Services
12 6 (4.96%) Azure SQL Data Warehouse
12 6 (4.96%) Enterprise Data Warehouse
12 6 (4.96%) Hadoop
12 6 (4.96%) Microsoft Analysis Services
12 6 (4.96%) OLAP
13 5 (4.13%) Amazon Redshift
13 5 (4.13%) OLTP
Development Applications
1 14 (11.57%) JIRA
2 9 (7.44%) Jenkins
3 8 (6.61%) Git (software)
4 5 (4.13%) Subversion
5 4 (3.31%) Mercurial
5 4 (3.31%) Octopus Deploy
5 4 (3.31%) Team Foundation Server
5 4 (3.31%) Visual Studio
5 4 (3.31%) Visual Studio Team System
6 3 (2.48%) Grunt
6 3 (2.48%) gulp
6 3 (2.48%) webpack
7 2 (1.65%) Oracle APEX
8 1 (0.83%) SQL Server Management Studio (SSMS)
General
1 52 (42.98%) Social Skills
2 28 (23.14%) Finance
3 14 (11.57%) Retail
4 12 (9.92%) Banking
5 11 (9.09%) Billing
6 9 (7.44%) Analytical Skills
7 8 (6.61%) Presentation Skills
8 5 (4.13%) Legal
9 3 (2.48%) Documentation Skills
10 2 (1.65%) Electronics
10 2 (1.65%) General Ledger
10 2 (1.65%) Law
10 2 (1.65%) Public Sector
11 1 (0.83%) Advertising
11 1 (0.83%) Front Office
11 1 (0.83%) Influencing Skills
11 1 (0.83%) Manufacturing
11 1 (0.83%) Organisational Skills
Job Titles
1 29 (23.97%) Developer
2 24 (19.83%) Architect
3 12 (9.92%) Software Engineer
4 11 (9.09%) Azure Architect
4 11 (9.09%) DBA
5 10 (8.26%) Data Engineer
5 10 (8.26%) Designer
5 10 (8.26%) Engineering Specialist
5 10 (8.26%) Solutions Architect
6 9 (7.44%) Administrator
6 9 (7.44%) Solutions Designer
7 8 (6.61%) .NET Developer
7 8 (6.61%) Junior
8 7 (5.79%) Data Architect
8 7 (5.79%) Senior Developer
8 7 (5.79%) SQL DBA
9 6 (4.96%) Analyst
9 6 (4.96%) C# Developer
9 6 (4.96%) Software Developer
9 6 (4.96%) Web Developer
Libraries, Frameworks & Software Standards
1 27 (22.31%) .NET
2 18 (14.88%) HTML
3 15 (12.40%) Spring
4 14 (11.57%) CSS
4 14 (11.57%) React
5 13 (10.74%) PySpark
6 12 (9.92%) LAMP
7 11 (9.09%) Web Services
8 10 (8.26%) REST
9 9 (7.44%) AngularJS
10 8 (6.61%) Kafka
11 7 (5.79%) .NET Framework
11 7 (5.79%) Symfony
12 6 (4.96%) ASP.NET
12 6 (4.96%) Spring Boot
13 5 (4.13%) Entity Framework
13 5 (4.13%) HTML5
13 5 (4.13%) Laravel
13 5 (4.13%) Node.js
13 5 (4.13%) Vue.js
Miscellaneous
1 12 (9.92%) Legacy Systems
1 12 (9.92%) Virtual Team
2 8 (6.61%) Greenfield Project
3 6 (4.96%) Enterprise Software
4 4 (3.31%) Management Information System
5 3 (2.48%) Clustering
5 3 (2.48%) Self-Motivation
5 3 (2.48%) Tandem
6 2 (1.65%) Blog
6 2 (1.65%) Cloud Native
6 2 (1.65%) Data Centre
6 2 (1.65%) Data Protection Act
6 2 (1.65%) Data Structures
6 2 (1.65%) User Experience
6 2 (1.65%) VLE
7 1 (0.83%) Client/Server
7 1 (0.83%) NHS
7 1 (0.83%) Public Cloud
7 1 (0.83%) Replication
Operating Systems
1 20 (16.53%) Linux
2 13 (10.74%) Windows
3 6 (4.96%) Windows Server
4 4 (3.31%) Unix
5 2 (1.65%) Solaris
6 1 (0.83%) Android
6 1 (0.83%) Apple iOS
6 1 (0.83%) Windows 10
6 1 (0.83%) Windows Server 2016
Processes & Methodologies
1 48 (39.67%) Agile Software Development
2 32 (26.45%) DevOps
3 30 (24.79%) SDLC
4 27 (22.31%) Data Modelling
5 26 (21.49%) Business Intelligence
5 26 (21.49%) Software Engineering
6 21 (17.36%) TDD
7 19 (15.70%) ETL
7 19 (15.70%) OO
7 19 (15.70%) OOP
8 16 (13.22%) Clean Code
8 16 (13.22%) Microservices
9 14 (11.57%) Coaching
9 14 (11.57%) Data Architecture
10 13 (10.74%) Analytics
11 12 (9.92%) Collaborative Working
11 12 (9.92%) Commercial Awareness
11 12 (9.92%) SOA
11 12 (9.92%) Visualisation
12 11 (9.09%) Continuous Improvement
Programming Languages
1 79 (65.29%) SQL
2 39 (32.23%) Java
3 28 (23.14%) Python
4 26 (21.49%) C#
5 22 (18.18%) PL/SQL
6 19 (15.70%) T-SQL
7 18 (14.88%) JavaScript
8 15 (12.40%) PHP
8 15 (12.40%) Scala
9 5 (4.13%) C++
10 4 (3.31%) VBA
11 3 (2.48%) PowerShell
11 3 (2.48%) TypeScript
11 3 (2.48%) VB
12 1 (0.83%) R
12 1 (0.83%) Ruby
Qualifications
1 11 (9.09%) Degree
2 5 (4.13%) Computer Science Degree
3 1 (0.83%) Microsoft Certification
Quality Assurance & Compliance
1 8 (6.61%) Data Quality
2 4 (3.31%) GDPR
System Software
1 12 (9.92%) Docker
2 3 (2.48%) Virtual Servers
3 2 (1.65%) VMware Infrastructure
4 1 (0.83%) Microsoft Virtual Server
Systems Management
1 19 (15.70%) Kubernetes
2 4 (3.31%) Puppet
2 4 (3.31%) Terraform
3 3 (2.48%) Opscode Chef
4 2 (1.65%) Ansible
4 2 (1.65%) Grafana
4 2 (1.65%) Rancher
Vendors
1 41 (33.88%) Microsoft
2 30 (24.79%) Oracle
3 12 (9.92%) Databricks
4 10 (8.26%) Atlassian
4 10 (8.26%) BT
5 8 (6.61%) Alteryx
6 4 (3.31%) Cadence
6 4 (3.31%) Google
6 4 (3.31%) IBM
6 4 (3.31%) SnapLogic
7 3 (2.48%) SAP
8 2 (1.65%) Cognos
8 2 (1.65%) Hyperion
8 2 (1.65%) NetApp
8 2 (1.65%) NVIDIA
8 2 (1.65%) Talend
8 2 (1.65%) VMware
9 1 (0.83%) Salesforce.com