Period
to 21 April 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 21 April 2021 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
21 Apr 2021
Same period 2020 Same period 2019
Rank 155 136 139
Rank change year-on-year -19 +3 +32
Permanent jobs citing Relational Database 67 87 177
As % of all permanent jobs advertised in Yorkshire 1.38% 1.61% 2.33%
As % of the Database & Business Intelligence category 5.13% 6.18% 9.00%
Number of salaries quoted 48 77 159
10th Percentile £32,858 £29,000 £31,000
25th Percentile £36,526 £40,000 £35,000
Median annual salary (50th Percentile) £45,000 £47,500 £45,000
Median % change year-on-year -5.26% +5.56% -
75th Percentile £55,313 £61,000 £53,750
90th Percentile £68,750 £75,000 £60,000
England median annual salary £60,000 £57,500 £53,000
% change year-on-year +4.35% +8.49% +6.00%

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 1,307 1,407 1,967
As % of all permanent IT jobs advertised in Yorkshire 26.89% 26.09% 25.93%
Number of salaries quoted 1,120 1,218 1,761
10th Percentile £31,250 £30,000 £28,750
25th Percentile £37,188 £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 £58,750 £57,500 £52,500
90th Percentile £65,000 £65,000 £61,250
England median annual salary £55,000 £54,671 £52,500
% change year-on-year +0.60% +4.13% +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 21 April 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 21 April 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 -1 38 £50,000 - 16
North Yorkshire +16 17 £45,000 - 7
South Yorkshire -31 5 £37,000 -7.50% 4
East Yorkshire -9 4 £43,500 -8.42% 2
Relational Database
England

For the 6 months to 21 April 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 40 (59.70%) SQL
2 33 (49.25%) SQL Server
3 30 (44.78%) .NET
4 29 (43.28%) Azure
5 28 (41.79%) C#
5 28 (41.79%) Agile Software Development
6 27 (40.30%) Microsoft
7 25 (37.31%) DevOps
8 24 (35.82%) RDBMS
9 19 (28.36%) JavaScript
10 18 (26.87%) Business Intelligence
11 17 (25.37%) HTML
11 17 (25.37%) .NET Framework
12 16 (23.88%) Java
13 15 (22.39%) Python
13 15 (22.39%) Problem-Solving
14 14 (20.90%) Power Platform
14 14 (20.90%) T-SQL
14 14 (20.90%) Data Modelling
14 14 (20.90%) SQL Server Integration Services
14 14 (20.90%) Mentoring
15 13 (19.40%) Migration
15 13 (19.40%) ETL
15 13 (19.40%) MySQL
15 13 (19.40%) Serverless
16 12 (17.91%) Visual Studio
16 12 (17.91%) Microservices
17 11 (16.42%) React
17 11 (16.42%) Visualisation
17 11 (16.42%) Test Automation

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 (14.93%) Apache Spark
2 5 (7.46%) Apache
2 5 (7.46%) Apache Synapse
3 3 (4.48%) Jupyter
3 3 (4.48%) SAS
4 2 (2.99%) Apache Airflow
4 2 (2.99%) Luigi
5 1 (1.49%) CMS
5 1 (1.49%) Confluence
5 1 (1.49%) Elasticsearch
5 1 (1.49%) IIS
5 1 (1.49%) Umbraco
Applications
1 1 (1.49%) Adobe Illustrator
1 1 (1.49%) Photoshop
Business Applications
1 7 (10.45%) Dynamics CRM
2 2 (2.99%) HFM
2 2 (2.99%) Oracle Applications
2 2 (2.99%) Oracle Assets
2 2 (2.99%) Oracle ERP
2 2 (2.99%) Oracle General Ledger
2 2 (2.99%) Oracle Payables
2 2 (2.99%) Oracle Subledger Accounting
Cloud Services
1 29 (43.28%) Azure
2 14 (20.90%) Power Platform
3 13 (19.40%) Serverless
4 10 (14.93%) Azure Data Factory
5 8 (11.94%) Azure Synapse Analytics
5 8 (11.94%) Dynamics 365
5 8 (11.94%) PaaS
6 5 (7.46%) Azure Functions
7 4 (5.97%) AWS
7 4 (5.97%) Azure Stack
8 3 (4.48%) Amazon EC2
8 3 (4.48%) Amazon SQS
8 3 (4.48%) Power Automate
8 3 (4.48%) PowerApps
9 2 (2.99%) GCP
9 2 (2.99%) SaaS
10 1 (1.49%) Cloud Computing
10 1 (1.49%) IaaS
10 1 (1.49%) NuGet
10 1 (1.49%) Slack
Communications & Networking
1 7 (10.45%) Firewall
2 3 (4.48%) SAN
3 2 (2.99%) HTTP
Database & Business Intelligence
1 33 (49.25%) SQL Server
2 24 (35.82%) RDBMS
3 14 (20.90%) SQL Server Integration Services
4 13 (19.40%) MySQL
5 11 (16.42%) Power BI
6 10 (14.93%) SQL Server Analysis Services
7 9 (13.43%) Informix
8 8 (11.94%) Data Lake
8 8 (11.94%) Data Warehouse
8 8 (11.94%) Spark SQL
9 7 (10.45%) Big Data
9 7 (10.45%) Microsoft Analysis Services
9 7 (10.45%) NoSQL
10 5 (7.46%) Azure SQL Data Warehouse
10 5 (7.46%) Azure SQL Database
10 5 (7.46%) Enterprise Data Warehouse
10 5 (7.46%) MongoDB
11 4 (5.97%) OLTP
11 4 (5.97%) SQL Server 2012
11 4 (5.97%) SQL Server Reporting Services
Development Applications
1 12 (17.91%) Visual Studio
2 10 (14.93%) Git (software)
3 5 (7.46%) Jenkins
4 3 (4.48%) Subversion
5 2 (2.99%) Oracle Forms
6 1 (1.49%) Ant
6 1 (1.49%) Cucumber
6 1 (1.49%) Jasmine
6 1 (1.49%) JIRA
6 1 (1.49%) JUnit
6 1 (1.49%) Mercurial
6 1 (1.49%) Octopus Deploy
6 1 (1.49%) SQL Server Management Studio (SSMS)
6 1 (1.49%) Team Foundation Server
6 1 (1.49%) Visual Studio Team System
General
1 9 (13.43%) Retail
2 7 (10.45%) Finance
3 6 (8.96%) Marketing
4 4 (5.97%) Billing
5 2 (2.99%) General Ledger
5 2 (2.99%) Public Sector
6 1 (1.49%) Advertising
6 1 (1.49%) Front Office
6 1 (1.49%) Legal
Job Titles
1 30 (44.78%) Developer
2 18 (26.87%) Architect
3 10 (14.93%) .NET Developer
4 8 (11.94%) Software Developer
4 8 (11.94%) Solutions Architect
5 7 (10.45%) Azure Architect
6 6 (8.96%) C# .NET Developer
6 6 (8.96%) C# Developer
7 5 (7.46%) Data Engineer
7 5 (7.46%) Senior Developer
8 4 (5.97%) Designer
8 4 (5.97%) Senior .NET Developer
8 4 (5.97%) Senior C# .NET Developer
8 4 (5.97%) Senior C# Developer
9 3 (4.48%) Applications Architect
9 3 (4.48%) Data Architect
9 3 (4.48%) Senior Data Engineer
9 3 (4.48%) Solutions Designer
9 3 (4.48%) Technical Architect
10 2 (2.99%) Azure Developer
Libraries, Frameworks & Software Standards
1 30 (44.78%) .NET
2 17 (25.37%) .NET Framework
2 17 (25.37%) HTML
3 11 (16.42%) React
3 11 (16.42%) Web Services
4 10 (14.93%) HTML5
4 10 (14.93%) REST
5 8 (11.94%) PySpark
6 7 (10.45%) .NET Core
6 7 (10.45%) SOAP
6 7 (10.45%) Spring
7 6 (8.96%) WinForms
7 6 (8.96%) WPF
8 5 (7.46%) AngularJS
8 5 (7.46%) CSS
8 5 (7.46%) Kafka
8 5 (7.46%) RESTful
8 5 (7.46%) XML
9 4 (5.97%) JSON
10 3 (4.48%) ASP.NET
Miscellaneous
1 8 (11.94%) Enterprise Software
2 7 (10.45%) Greenfield Project
2 7 (10.45%) Self-Motivation
3 6 (8.96%) Analytical Skills
3 6 (8.96%) Management Information System
4 3 (4.48%) Data Centre
4 3 (4.48%) Public Cloud
5 2 (2.99%) Data Structures
5 2 (2.99%) NHS
6 1 (1.49%) Client/Server
6 1 (1.49%) Distributed Denial-of-Service
Operating Systems
1 10 (14.93%) Windows
2 8 (11.94%) Linux
3 3 (4.48%) Red Hat Enterprise Linux
3 3 (4.48%) Windows Server
4 2 (2.99%) Unix
5 1 (1.49%) Android
5 1 (1.49%) Apple iOS
Processes & Methodologies
1 28 (41.79%) Agile Software Development
2 25 (37.31%) DevOps
3 18 (26.87%) Business Intelligence
4 15 (22.39%) Problem-Solving
5 14 (20.90%) Data Modelling
5 14 (20.90%) Mentoring
6 13 (19.40%) ETL
6 13 (19.40%) Migration
7 12 (17.91%) Microservices
8 11 (16.42%) CRM
8 11 (16.42%) OO
8 11 (16.42%) SOA
8 11 (16.42%) TDD
8 11 (16.42%) Technical Leadership
8 11 (16.42%) Test Automation
8 11 (16.42%) Visualisation
9 10 (14.93%) Analytics
9 10 (14.93%) Data Integration
10 9 (13.43%) API Design
10 9 (13.43%) Data Architecture
Programming Languages
1 40 (59.70%) SQL
2 28 (41.79%) C#
3 19 (28.36%) JavaScript
4 16 (23.88%) Java
5 15 (22.39%) Python
6 14 (20.90%) T-SQL
7 10 (14.93%) Scala
8 8 (11.94%) PL/SQL
9 3 (4.48%) TypeScript
10 2 (2.99%) C++
10 2 (2.99%) PHP
10 2 (2.99%) PowerShell
10 2 (2.99%) R
11 1 (1.49%) Bash Shell
11 1 (1.49%) Ruby
11 1 (1.49%) VB
Qualifications
1 9 (13.43%) Degree
2 7 (10.45%) Computer Science Degree
3 6 (8.96%) CTC Cleared
3 6 (8.96%) Security Cleared
4 4 (5.97%) Microsoft Certification
Quality Assurance & Compliance
1 7 (10.45%) Data Quality
2 2 (2.99%) QA
System Software
1 6 (8.96%) Docker
2 1 (1.49%) Microsoft Virtual Server
2 1 (1.49%) Virtual Servers
Systems Management
1 10 (14.93%) Kubernetes
2 4 (5.97%) Opscode Chef
3 3 (4.48%) Grafana
4 1 (1.49%) Ansible
4 1 (1.49%) Puppet
4 1 (1.49%) Terraform
Vendors
1 27 (40.30%) Microsoft
2 10 (14.93%) Oracle
3 8 (11.94%) Databricks
4 6 (8.96%) Alteryx
5 3 (4.48%) Cadence
5 3 (4.48%) SnapLogic
6 2 (2.99%) Hyperion
7 1 (1.49%) Google
7 1 (1.49%) Salesforce.com
7 1 (1.49%) SAP