Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 November 2018

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 17 November 2018 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
17 Nov 2018		 Same period 2017 Same period 2016
Rank 114 140 117
Rank change year-on-year +26 -23 -6
Permanent jobs citing Relational Database 207 198 279
As % of all permanent IT jobs advertised in Yorkshire 2.48% 2.02% 2.49%
As % of the Database & Business Intelligence category 9.54% 6.82% 8.43%
Number of salaries quoted 195 169 238
Yorkshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -5.88%
10th Percentile £29,500 £26,700 £28,025
90th Percentile £56,250 £63,000 £55,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +1.51%

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 2,170 2,904 3,308
As % of all permanent IT jobs advertised in Yorkshire 26.03% 29.59% 29.56%
Number of salaries quoted 1,826 2,514 2,873
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,000 £26,750
90th Percentile £57,500 £60,000 £57,500
England median annual salary £51,250 £50,000 £47,500
% change year-on-year +2.50% +5.26% +5.56%

Relational Database
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Relational Database in Yorkshire

Relational Database
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Relational Database in Yorkshire.

Salary trend for Relational Database in Yorkshire

Relational Database
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Relational Database in Yorkshire over the 6 months to 17 November 2018.

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 17 November 2018. 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 -8 101 £45,000 +12.50% 22
North Yorkshire +34 52 £45,000 +26.76% 5
South Yorkshire -8 38 £40,000 - 5
East Yorkshire +16 9 £20,000 -31.62% 2
Relational Database
England

For the 6 months to 17 November 2018, 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.

1 111 (53.62%) SQL
1 111 (53.62%) Oracle
2 84 (40.58%) Java
3 81 (39.13%) RDBMS
4 80 (38.65%) Agile Software Development
5 59 (28.50%) SQL Server
6 54 (26.09%) Microsoft
7 49 (23.67%) Spring
8 46 (22.22%) HTML
9 44 (21.26%) Finance
10 42 (20.29%) MySQL
10 42 (20.29%) Spring Boot
11 41 (19.81%) C#
11 41 (19.81%) CSS
12 38 (18.36%) Problem-Solving
13 36 (17.39%) Amazon AWS
14 34 (16.43%) Software Engineering
14 34 (16.43%) Unit Testing
15 32 (15.46%) Degree
15 32 (15.46%) .NET
16 30 (14.49%) C
16 30 (14.49%) JavaScript
17 27 (13.04%) Windows
17 27 (13.04%) jQuery
18 26 (12.56%) Microsoft Azure
18 26 (12.56%) Analytical Skills
19 25 (12.08%) Node.js
19 25 (12.08%) OO
19 25 (12.08%) JUnit
20 23 (11.11%) C++

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 22 (10.63%) JBoss
2 17 (8.21%) Apache
3 14 (6.76%) IIS
4 8 (3.86%) Confluence
5 7 (3.38%) MS Exchange
5 7 (3.38%) Oracle SOA Suite
6 6 (2.90%) CMS
7 3 (1.45%) GlassFish
7 3 (1.45%) WebLogic
7 3 (1.45%) WebSphere
8 2 (0.97%) SharePoint
9 1 (0.48%) ArcGIS
9 1 (0.48%) BizTalk Server
9 1 (0.48%) Mule
9 1 (0.48%) NServiceBus
9 1 (0.48%) Sitecore CMS
9 1 (0.48%) Umbraco
Applications
1 10 (4.83%) Microsoft Office
2 3 (1.45%) Microsoft Excel
3 1 (0.48%) AutoCAD
3 1 (0.48%) Microsoft Project
Cloud Services
1 36 (17.39%) Amazon AWS
2 26 (12.56%) Microsoft Azure
3 7 (3.38%) Office 365
3 7 (3.38%) Serverless
4 4 (1.93%) SaaS
5 3 (1.45%) Google Cloud Platform
6 2 (0.97%) Cloud Computing
6 2 (0.97%) GitHub
7 1 (0.48%) Google App Engine
7 1 (0.48%) IaaS
7 1 (0.48%) PaaS
Communications & Networking
1 14 (6.76%) Internet
2 1 (0.48%) HTTP
2 1 (0.48%) SMS
Database & Business Intelligence
1 81 (39.13%) RDBMS
2 59 (28.50%) SQL Server
3 42 (20.29%) MySQL
4 23 (11.11%) NoSQL
5 16 (7.73%) SQL Server Integration Services
6 14 (6.76%) SQL Server Reporting Services
7 10 (4.83%) Big Data
8 9 (4.35%) Data Warehouse
9 8 (3.86%) Redis
10 7 (3.38%) Amazon DynamoDB
10 7 (3.38%) Amazon Redshift
10 7 (3.38%) Hadoop
10 7 (3.38%) Oracle Database
10 7 (3.38%) PostgreSQL
10 7 (3.38%) SQL Server Analysis Services
11 6 (2.90%) Oracle ODI
11 6 (2.90%) SAP Data Services
12 5 (2.42%) BusinessObjects
13 4 (1.93%) Power BI
14 3 (1.45%) MongoDB
Development Applications
1 25 (12.08%) JUnit
2 18 (8.70%) Git (software)
3 17 (8.21%) JIRA
4 12 (5.80%) Jenkins
5 7 (3.38%) Maven
5 7 (3.38%) NUnit
6 6 (2.90%) ERwin
6 6 (2.90%) PowerDesigner
7 3 (1.45%) Mercurial
7 3 (1.45%) Visual Studio
8 2 (0.97%) Atlassian Bamboo
8 2 (0.97%) Bitbucket
8 2 (0.97%) GoCD
8 2 (0.97%) Sonatype Nexus
9 1 (0.48%) Android Studio
9 1 (0.48%) Gradle
9 1 (0.48%) Karma Test Runner
9 1 (0.48%) SQL Server Management Studio (SSMS)
9 1 (0.48%) Subversion
9 1 (0.48%) Team Foundation Server
General
1 44 (21.26%) Finance
2 20 (9.66%) Banking
3 15 (7.25%) Retail
4 12 (5.80%) Financial Institution
5 3 (1.45%) Marketing
6 2 (0.97%) Automotive
6 2 (0.97%) Manufacturing
7 1 (0.48%) Billing
7 1 (0.48%) Legal
Job Titles
1 113 (54.59%) Developer
2 63 (30.43%) Java Developer
3 24 (11.59%) Senior Developer
4 18 (8.70%) Consultant
5 17 (8.21%) Architect
6 16 (7.73%) Junior
6 16 (7.73%) Junior Developer
7 15 (7.25%) .NET Developer
8 13 (6.28%) Analyst
9 12 (5.80%) Technical Consultant
10 11 (5.31%) Performance Tester
10 11 (5.31%) Software Developer
10 11 (5.31%) Tester
11 10 (4.83%) SQL Developer
12 9 (4.35%) Administrator
13 8 (3.86%) Applications Support
13 8 (3.86%) C# Developer
13 8 (3.86%) DBA
13 8 (3.86%) Oracle Developer
13 8 (3.86%) Technical Architect
Libraries, Frameworks & Software Standards
1 49 (23.67%) Spring
2 46 (22.22%) HTML
3 42 (20.29%) Spring Boot
4 41 (19.81%) CSS
5 32 (15.46%) .NET
6 27 (13.04%) jQuery
7 25 (12.08%) Node.js
8 21 (10.14%) Middleware
9 18 (8.70%) AngularJS
9 18 (8.70%) Hibernate
9 18 (8.70%) HTML5
10 16 (7.73%) React
11 14 (6.76%) .NET Framework
11 14 (6.76%) ASP.NET
12 11 (5.31%) J2EE
12 11 (5.31%) XML
13 8 (3.86%) RESTful
14 7 (3.38%) CSS3
14 7 (3.38%) Kafka
14 7 (3.38%) Memcached
Miscellaneous
1 26 (12.56%) Analytical Skills
2 15 (7.25%) Client/Server
2 15 (7.25%) Fintech
3 14 (6.76%) Computer Science
4 13 (6.28%) Greenfield Project
5 12 (5.80%) Driving Licence
5 12 (5.80%) Management Information System
6 11 (5.31%) Mobile App
7 8 (3.86%) Self-Motivation
8 4 (1.93%) Enterprise Software
9 3 (1.45%) N-Tier
10 2 (0.97%) Algorithms
10 2 (0.97%) Data Structures
11 1 (0.48%) AS400
11 1 (0.48%) CMDB
11 1 (0.48%) Cybercrime
11 1 (0.48%) Cyberthreat
11 1 (0.48%) NHS
11 1 (0.48%) Replication
11 1 (0.48%) Virtual Team
Operating Systems
1 27 (13.04%) Windows
2 23 (11.11%) Linux
3 16 (7.73%) Unix
3 16 (7.73%) Windows Server
4 4 (1.93%) Windows Server 2003
4 4 (1.93%) Windows Server 2012
5 1 (0.48%) AIX
5 1 (0.48%) Android
5 1 (0.48%) Apple iOS
Processes & Methodologies
1 80 (38.65%) Agile Software Development
2 38 (18.36%) Problem-Solving
3 34 (16.43%) Software Engineering
3 34 (16.43%) Unit Testing
4 25 (12.08%) OO
5 23 (11.11%) Mentoring
6 22 (10.63%) DevOps
6 22 (10.63%) Test Automation
7 20 (9.66%) Business Intelligence
8 17 (8.21%) API Design
8 17 (8.21%) Microservices
8 17 (8.21%) MVC
9 16 (7.73%) ETL
10 15 (7.25%) TDD
11 14 (6.76%) API Integration
12 13 (6.28%) Scrum
12 13 (6.28%) Web Development
13 12 (5.80%) Coaching
13 12 (5.80%) Data Modelling
13 12 (5.80%) OOP
Programming Languages
1 111 (53.62%) SQL
2 84 (40.58%) Java
3 41 (19.81%) C#
4 30 (14.49%) C
4 30 (14.49%) JavaScript
5 23 (11.11%) C++
6 21 (10.14%) Bash Shell
7 17 (8.21%) Korn
7 17 (8.21%) Python
8 14 (6.76%) T-SQL
9 13 (6.28%) PowerShell
10 10 (4.83%) PHP
10 10 (4.83%) Ruby
11 7 (3.38%) Java 8
12 5 (2.42%) TypeScript
13 4 (1.93%) VB.NET
14 3 (1.45%) R
14 3 (1.45%) VBA
15 2 (0.97%) sed
15 2 (0.97%) VB
Qualifications
1 32 (15.46%) Degree
2 17 (8.21%) Security Cleared
3 7 (3.38%) AWS Certification
3 7 (3.38%) Numerate Degree
4 5 (2.42%) Computer Science Degree
5 3 (1.45%) Oracle Certification
6 2 (0.97%) Microsoft Certification
6 2 (0.97%) OCP
6 2 (0.97%) OCPJP
6 2 (0.97%) Sun Certification
7 1 (0.48%) CCIE
7 1 (0.48%) CCNA
7 1 (0.48%) CCNP
7 1 (0.48%) Cisco Certification
7 1 (0.48%) ISTQB
7 1 (0.48%) ISTQB Foundation Certification
7 1 (0.48%) MCSE
7 1 (0.48%) OCA
7 1 (0.48%) OCAJ
Quality Assurance & Compliance
1 13 (6.28%) QA
2 10 (4.83%) Data Quality
3 2 (0.97%) SLA
System Software
1 8 (3.86%) Active Directory
2 7 (3.38%) Docker
3 1 (0.48%) Hyper-V
Systems Management
1 9 (4.35%) Terraform
2 5 (2.42%) Ansible
3 3 (1.45%) Opscode Chef
4 2 (0.97%) Puppet
5 1 (0.48%) HP ALM
5 1 (0.48%) HP Quality Center
5 1 (0.48%) Kubernetes
Vendors
1 111 (53.62%) Oracle
2 54 (26.09%) Microsoft
3 18 (8.70%) Sybase
4 10 (4.83%) Google
5 7 (3.38%) IBM
6 6 (2.90%) Trillium
7 4 (1.93%) Atlassian
8 3 (1.45%) Cognos
8 3 (1.45%) ServiceNow
8 3 (1.45%) Tableau
9 2 (0.97%) Infor
9 2 (0.97%) Informatica
9 2 (0.97%) Sun
9 2 (0.97%) Teradata
9 2 (0.97%) Zend
10 1 (0.48%) Apple
10 1 (0.48%) Epicor
10 1 (0.48%) JD Edwards
10 1 (0.48%) Red Hat
10 1 (0.48%) VMware