Period
to 24 January 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 24 January 2018 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
24 Jan 2018
Same period 2017 Same period 2016
Rank 153 110 113
Rank change year-on-year -43 +3 -1
Permanent jobs citing Relational Database 159 280 329
As % of all permanent IT jobs advertised in Yorkshire 1.63% 2.58% 2.65%
As % of the Database & Business Intelligence category 5.96% 8.55% 7.78%
Number of salaries quoted 128 239 229
Yorkshire median annual salary £40,000 £40,000 £43,000
Median salary % change year-on-year - -6.98% +14.67%
10th Percentile £27,350 £27,500 £27,500
90th Percentile £55,750 £55,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 2,670 3,273 4,227
As % of all permanent IT jobs advertised in Yorkshire 27.44% 30.17% 34.01%
Number of salaries quoted 2,326 2,851 3,451
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £27,500 £26,750
90th Percentile £58,750 £57,500 £58,750
England median annual salary £50,000 £47,500 £46,250
% change year-on-year +5.26% +2.70% +2.78%

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 24 January 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 24 January 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 -65 103 £37,500 -8.54% 22
South Yorkshire +24 40 £45,000 +38.46% 5
North Yorkshire -17 9 £38,750 +19.23% 4
East Yorkshire +3 4 £29,250 -10.00% 6
Relational Database
England

For the 6 months to 24 January 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 97 (61.01%) SQL
2 75 (47.17%) Agile Software Development
3 60 (37.74%) Oracle
4 57 (35.85%) Java
5 49 (30.82%) RDBMS
6 48 (30.19%) SQL Server
7 44 (27.67%) JavaScript
8 39 (24.53%) .NET
9 34 (21.38%) HTML
10 31 (19.50%) C#
11 29 (18.24%) Scrum
11 29 (18.24%) Degree
12 28 (17.61%) PL/SQL
13 25 (15.72%) Continuous Integration
14 24 (15.09%) PHP
15 23 (14.47%) OO
15 23 (14.47%) Business Intelligence
15 23 (14.47%) Microsoft
15 23 (14.47%) AngularJS
16 19 (11.95%) TDD
16 19 (11.95%) Spring
16 19 (11.95%) Analytics
17 18 (11.32%) React
17 18 (11.32%) SQL Server Integration Services
17 18 (11.32%) Linux
17 18 (11.32%) Web Services
18 17 (10.69%) PostgreSQL
18 17 (10.69%) Finance
18 17 (10.69%) Software Engineering
18 17 (10.69%) Oracle Database

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 (8.81%) SAS
2 11 (6.92%) Tomcat
3 6 (3.77%) SharePoint
4 5 (3.14%) SharePoint 2010
5 4 (2.52%) SharePoint 2013
5 4 (2.52%) Skype for Business
6 3 (1.89%) Apache
6 3 (1.89%) Oracle Workflow
7 2 (1.26%) Elasticsearch
7 2 (1.26%) MS Exchange
8 1 (0.63%) Apache Spark
8 1 (0.63%) JBoss
8 1 (0.63%) Oracle SOA Suite
Applications
1 9 (5.66%) SPSS
2 3 (1.89%) InfoPath
3 1 (0.63%) Microsoft Excel
Business Applications
1 3 (1.89%) PeopleSoft HCM
Cloud Services
1 5 (3.14%) Amazon AWS
2 4 (2.52%) Google Cloud Platform
3 3 (1.89%) IaaS
3 3 (1.89%) Loggly
3 3 (1.89%) Office 365
3 3 (1.89%) Sumo Logic
3 3 (1.89%) Taleo
4 2 (1.26%) Microsoft Azure
4 2 (1.26%) npm
5 1 (0.63%) Cortana Intelligence Suite
5 1 (0.63%) Google Tag Manager
Communications & Networking
1 4 (2.52%) Skype
2 3 (1.89%) HTTP
2 3 (1.89%) SMS
Database & Business Intelligence
1 49 (30.82%) RDBMS
2 48 (30.19%) SQL Server
3 18 (11.32%) SQL Server Integration Services
4 17 (10.69%) Oracle Database
4 17 (10.69%) PostgreSQL
5 16 (10.06%) Data Warehouse
6 13 (8.18%) BusinessObjects
6 13 (8.18%) Oracle Database 11g
6 13 (8.18%) Oracle Database 12c
7 10 (6.29%) SQL Server Analysis Services
7 10 (6.29%) SQL Server Reporting Services
8 9 (5.66%) Star Schema
9 8 (5.03%) Apache Cassandra
9 8 (5.03%) BusinessObjects Web Intelligence
10 7 (4.40%) Big Data
10 7 (4.40%) Lumira
10 7 (4.40%) MySQL
10 7 (4.40%) Oracle Discoverer
11 6 (3.77%) QlikView
12 5 (3.14%) Power BI
Development Applications
1 14 (8.81%) Git (software)
2 11 (6.92%) Cucumber
2 11 (6.92%) Visual Studio
3 8 (5.03%) Jenkins
4 7 (4.40%) Maven
4 7 (4.40%) Selenium
4 7 (4.40%) Toad
5 6 (3.77%) Team Foundation Server
6 5 (3.14%) Octopus Deploy
7 4 (2.52%) Ant
7 4 (2.52%) Gradle
7 4 (2.52%) Oracle Forms
7 4 (2.52%) SQL Server Management Studio (SSMS)
8 3 (1.89%) Grunt
8 3 (1.89%) PeopleTools
8 3 (1.89%) Vagrant
9 2 (1.26%) webpack
10 1 (0.63%) Mercurial
10 1 (0.63%) MSTest
10 1 (0.63%) TeamCity
General
1 17 (10.69%) Finance
2 8 (5.03%) Marketing
3 3 (1.89%) Games
4 2 (1.26%) Legal
4 2 (1.26%) Manufacturing
4 2 (1.26%) Publishing
4 2 (1.26%) Retail
5 1 (0.63%) Advertising
5 1 (0.63%) Multimedia
Job Titles
1 86 (54.09%) Developer
2 24 (15.09%) Analyst
3 21 (13.21%) Java Developer
3 21 (13.21%) Senior Developer
4 18 (11.32%) PHP Developer
5 17 (10.69%) Administrator
5 17 (10.69%) DBA
6 14 (8.81%) .NET Developer
6 14 (8.81%) SQL Developer
7 13 (8.18%) Oracle DBA
8 11 (6.92%) Junior
9 10 (6.29%) Senior PHP Developer
9 10 (6.29%) Senior Software Engineer
9 10 (6.29%) Software Engineer
10 9 (5.66%) Junior Developer
11 8 (5.03%) Business Intelligence Analyst
11 8 (5.03%) C# Developer
11 8 (5.03%) Senior Java Developer
12 7 (4.40%) Lead Developer
12 7 (4.40%) Test Analyst
Libraries, Frameworks & Software Standards
1 39 (24.53%) .NET
2 34 (21.38%) HTML
3 23 (14.47%) AngularJS
4 19 (11.95%) Spring
5 18 (11.32%) React
5 18 (11.32%) Web Services
6 16 (10.06%) RESTful
7 15 (9.43%) Node.js
8 14 (8.81%) XML
9 11 (6.92%) ASP.NET
9 11 (6.92%) CSS
9 11 (6.92%) Gherkin
9 11 (6.92%) J2EE
9 11 (6.92%) JPA
9 11 (6.92%) jQuery
10 10 (6.29%) Servlets
10 10 (6.29%) WCF
11 8 (5.03%) .NET Framework
11 8 (5.03%) HTML5
12 7 (4.40%) JSON
Miscellaneous
1 16 (10.06%) Computer Science
2 15 (9.43%) Analytical Skills
3 7 (4.40%) Credit Risk
4 6 (3.77%) Greenfield Project
4 6 (3.77%) Management Information System
5 5 (3.14%) Mobile App
6 4 (2.52%) Enterprise Software
7 3 (1.89%) Algorithms
7 3 (1.89%) Data Structures
8 2 (1.26%) Data Protection Act
8 2 (1.26%) Replication
8 2 (1.26%) Robotics
9 1 (0.63%) Data Centre
9 1 (0.63%) Digital Media
9 1 (0.63%) Driving Licence
9 1 (0.63%) NHS
9 1 (0.63%) User Experience
Operating Systems
1 18 (11.32%) Linux
2 9 (5.66%) Unix
3 5 (3.14%) Android
4 4 (2.52%) Solaris
5 3 (1.89%) Apple iOS
5 3 (1.89%) Mac OS X
6 1 (0.63%) Windows
6 1 (0.63%) Windows Server
Processes & Methodologies
1 75 (47.17%) Agile Software Development
2 29 (18.24%) Scrum
3 25 (15.72%) Continuous Integration
4 23 (14.47%) Business Intelligence
4 23 (14.47%) OO
5 19 (11.95%) Analytics
5 19 (11.95%) TDD
6 17 (10.69%) Software Engineering
7 15 (9.43%) MVC
7 15 (9.43%) SDLC
8 14 (8.81%) Data Modelling
8 14 (8.81%) DevOps
8 14 (8.81%) ETL
8 14 (8.81%) Performance Tuning
9 13 (8.18%) User Stories
10 12 (7.55%) Kimball Methodology
10 12 (7.55%) Web Development
11 11 (6.92%) Test Automation
12 10 (6.29%) High Availability
12 10 (6.29%) Statistics
Programming Languages
1 97 (61.01%) SQL
2 57 (35.85%) Java
3 44 (27.67%) JavaScript
4 31 (19.50%) C#
5 28 (17.61%) PL/SQL
6 24 (15.09%) PHP
7 12 (7.55%) C++
8 10 (6.29%) R
9 9 (5.66%) MATLAB
9 9 (5.66%) Python
9 9 (5.66%) Scala
10 8 (5.03%) PowerShell
10 8 (5.03%) T-SQL
11 7 (4.40%) Go
12 5 (3.14%) TypeScript
12 5 (3.14%) VB.NET
13 4 (2.52%) COBOL
14 3 (1.89%) PeopleCode
14 3 (1.89%) Ruby
15 1 (0.63%) Groovy
Qualifications
1 29 (18.24%) Degree
2 13 (8.18%) OCP
2 13 (8.18%) Oracle Certification
3 11 (6.92%) Computer Science Degree
4 6 (3.77%) Postgraduate
5 2 (1.26%) OCA
5 2 (1.26%) SC Cleared
5 2 (1.26%) Security Cleared
6 1 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 4 (2.52%) Disclosure Scotland
2 3 (1.89%) Data Quality
3 2 (1.26%) GDPR
3 2 (1.26%) ISO/IEC 27001
4 1 (0.63%) SLA
System Software
1 13 (8.18%) Oracle RAC
2 4 (2.52%) Active Directory
3 3 (1.89%) Docker
4 1 (0.63%) VMware Infrastructure
Systems Management
1 13 (8.18%) Data Guard
1 13 (8.18%) Oracle RMAN
2 6 (3.77%) Opscode Chef
3 3 (1.89%) Ansible
3 3 (1.89%) Nagios
3 3 (1.89%) Prometheus
3 3 (1.89%) Puppet
3 3 (1.89%) Salt
3 3 (1.89%) ZABBIX
4 2 (1.26%) Oracle Enterprise Manager
Vendors
1 60 (37.74%) Oracle
2 23 (14.47%) Microsoft
3 12 (7.55%) Tableau
4 8 (5.03%) Alteryx
5 5 (3.14%) SAP
6 4 (2.52%) Google
6 4 (2.52%) Micro Focus
7 3 (1.89%) New Relic
7 3 (1.89%) PeopleSoft
7 3 (1.89%) Rackspace
7 3 (1.89%) SaltStack
7 3 (1.89%) Splunk
8 2 (1.26%) Capita
8 2 (1.26%) MicroStrategy
8 2 (1.26%) VMware
9 1 (0.63%) BMC
9 1 (0.63%) DoubleClick
9 1 (0.63%) RedGate
9 1 (0.63%) TARGIT
9 1 (0.63%) Zend