Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 23 September 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
23 Sep 2018		 Same period 2017 Same period 2016
Rank 119 151 139
Rank change year-on-year +32 -12 -15
Permanent jobs citing Relational Database 203 194 241
As % of all permanent IT jobs advertised in Yorkshire 2.35% 1.93% 2.12%
As % of the Database & Business Intelligence category 8.80% 6.20% 7.07%
Number of salaries quoted 182 168 190
Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,000 £28,500
90th Percentile £55,000 £72,500 £56,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 2,307 3,129 3,410
As % of all permanent IT jobs advertised in Yorkshire 26.76% 31.19% 29.95%
Number of salaries quoted 1,936 2,680 2,854
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,000 £26,375
90th Percentile £58,000 £60,000 £57,850
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 23 September 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 23 September 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 -3 114 £45,000 - 19
North Yorkshire +30 42 £45,000 +28.57% 13
South Yorkshire -1 33 £40,000 +14.29% 10
East Yorkshire - 9 £20,000 - 1
Relational Database
England

For the 6 months to 23 September 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 (54.68%) SQL
2 88 (43.35%) Oracle
3 70 (34.48%) Agile Software Development
4 68 (33.50%) RDBMS
5 63 (31.03%) Java
6 62 (30.54%) SQL Server
7 58 (28.57%) Microsoft
8 47 (23.15%) Finance
9 43 (21.18%) HTML
10 40 (19.70%) C#
11 36 (17.73%) CSS
12 35 (17.24%) Problem-Solving
13 33 (16.26%) Analytical Skills
13 33 (16.26%) JavaScript
13 33 (16.26%) Spring
14 32 (15.76%) Degree
14 32 (15.76%) MySQL
14 32 (15.76%) Microsoft Azure
15 31 (15.27%) .NET
15 31 (15.27%) Unit Testing
16 30 (14.78%) Amazon AWS
17 28 (13.79%) Spring Boot
18 27 (13.30%) Business Intelligence
19 26 (12.81%) OO
20 25 (12.32%) ETL
21 23 (11.33%) jQuery
21 23 (11.33%) Data Quality
22 22 (10.84%) Windows
23 21 (10.34%) Software Engineering
23 21 (10.34%) HTML5

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 15 (7.39%) JBoss
2 11 (5.42%) IIS
3 10 (4.93%) Apache
4 7 (3.45%) Confluence
4 7 (3.45%) MS Exchange
5 5 (2.46%) CMS
6 3 (1.48%) BizTalk Server
6 3 (1.48%) GlassFish
6 3 (1.48%) Oracle SOA Suite
6 3 (1.48%) WebLogic
6 3 (1.48%) WebSphere
7 1 (0.49%) ArcGIS
7 1 (0.49%) Mule
7 1 (0.49%) SharePoint
Applications
1 14 (6.90%) Microsoft Office
2 8 (3.94%) Microsoft Excel
3 1 (0.49%) AutoCAD
3 1 (0.49%) SPSS
Business Applications
1 2 (0.99%) Sage 200
Cloud Services
1 32 (15.76%) Microsoft Azure
2 30 (14.78%) Amazon AWS
3 7 (3.45%) Office 365
3 7 (3.45%) Serverless
4 6 (2.96%) SaaS
5 5 (2.46%) Google Cloud Platform
6 2 (0.99%) GitHub
6 2 (0.99%) Loggly
6 2 (0.99%) Sumo Logic
7 1 (0.49%) Google App Engine
7 1 (0.49%) IaaS
7 1 (0.49%) PaaS
7 1 (0.49%) Trello
Communications & Networking
1 11 (5.42%) Internet
2 1 (0.49%) SAN
2 1 (0.49%) SMS
Database & Business Intelligence
1 68 (33.50%) RDBMS
2 62 (30.54%) SQL Server
3 32 (15.76%) MySQL
4 19 (9.36%) SQL Server Integration Services
5 18 (8.87%) NoSQL
6 15 (7.39%) Data Warehouse
7 14 (6.90%) Oracle Database
8 13 (6.40%) SQL Server Reporting Services
9 10 (4.93%) Oracle ODI
10 9 (4.43%) SAP Data Services
11 6 (2.96%) PostgreSQL
11 6 (2.96%) SQL Server Analysis Services
12 5 (2.46%) Big Data
12 5 (2.46%) BusinessObjects
12 5 (2.46%) MongoDB
12 5 (2.46%) Redis
13 3 (1.48%) Amazon Redshift
13 3 (1.48%) Hadoop
13 3 (1.48%) Oracle Database 11g
13 3 (1.48%) Oracle Database 12c
Development Applications
1 20 (9.85%) Git (software)
2 15 (7.39%) JUnit
3 13 (6.40%) JIRA
4 10 (4.93%) ERwin
4 10 (4.93%) Jenkins
4 10 (4.93%) PowerDesigner
5 8 (3.94%) NUnit
6 4 (1.97%) Maven
6 4 (1.97%) Visual Studio
7 3 (1.48%) SonarQube
7 3 (1.48%) Sonatype Nexus
8 2 (0.99%) Atlassian Bamboo
8 2 (0.99%) Bitbucket
8 2 (0.99%) CA Release Automation
8 2 (0.99%) GoCD
8 2 (0.99%) Gradle
9 1 (0.49%) Android Studio
9 1 (0.49%) Grunt
9 1 (0.49%) Karma Test Runner
9 1 (0.49%) Selenium
General
1 47 (23.15%) Finance
2 14 (6.90%) Banking
3 11 (5.42%) Retail
4 10 (4.93%) Financial Institution
5 5 (2.46%) Marketing
6 2 (0.99%) Manufacturing
7 1 (0.49%) Automotive
7 1 (0.49%) French Language
7 1 (0.49%) German Language
7 1 (0.49%) Italian Language
7 1 (0.49%) Multimedia
Job Titles
1 95 (46.80%) Developer
2 43 (21.18%) Java Developer
3 20 (9.85%) Senior Developer
4 19 (9.36%) Analyst
5 17 (8.37%) Consultant
6 16 (7.88%) .NET Developer
7 15 (7.39%) Data Modeller
8 14 (6.90%) Junior
8 14 (6.90%) Junior Developer
9 13 (6.40%) Architect
10 11 (5.42%) Software Developer
11 10 (4.93%) Data Analyst
11 10 (4.93%) Data Engineer
11 10 (4.93%) DBA
11 10 (4.93%) Technical Consultant
12 9 (4.43%) Administrator
13 8 (3.94%) Applications Support
13 8 (3.94%) PHP Developer
14 7 (3.45%) C# Developer
14 7 (3.45%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 43 (21.18%) HTML
2 36 (17.73%) CSS
3 33 (16.26%) Spring
4 31 (15.27%) .NET
5 28 (13.79%) Spring Boot
6 23 (11.33%) jQuery
7 21 (10.34%) HTML5
8 20 (9.85%) Node.js
9 16 (7.88%) Middleware
10 15 (7.39%) .NET Framework
11 14 (6.90%) ASP.NET
12 12 (5.91%) AngularJS
12 12 (5.91%) React
12 12 (5.91%) RESTful
13 11 (5.42%) Hibernate
13 11 (5.42%) J2EE
13 11 (5.42%) XML
14 10 (4.93%) Oracle GoldenGate
15 9 (4.43%) CSS3
15 9 (4.43%) Web Services
Miscellaneous
1 33 (16.26%) Analytical Skills
2 17 (8.37%) Computer Science
3 15 (7.39%) Client/Server
4 12 (5.91%) Fintech
4 12 (5.91%) Self-Motivation
5 10 (4.93%) Driving Licence
5 10 (4.93%) Management Information System
6 9 (4.43%) Greenfield Project
7 7 (3.45%) Enterprise Software
7 7 (3.45%) Mobile App
8 2 (0.99%) Algorithms
8 2 (0.99%) Data Structures
8 2 (0.99%) N-Tier
9 1 (0.49%) AS400
9 1 (0.49%) Cybercrime
9 1 (0.49%) Cyberthreat
9 1 (0.49%) Data Centre
9 1 (0.49%) User Experience
Operating Systems
1 22 (10.84%) Windows
2 16 (7.88%) Linux
3 14 (6.90%) Unix
4 11 (5.42%) Windows Server
5 3 (1.48%) Windows Server 2003
5 3 (1.48%) Windows Server 2012
6 1 (0.49%) Android
6 1 (0.49%) Apple iOS
Processes & Methodologies
1 70 (34.48%) Agile Software Development
2 35 (17.24%) Problem-Solving
3 31 (15.27%) Unit Testing
4 27 (13.30%) Business Intelligence
5 26 (12.81%) OO
6 25 (12.32%) ETL
7 21 (10.34%) Software Engineering
8 20 (9.85%) Data Modelling
9 19 (9.36%) Mentoring
10 18 (8.87%) Data Management
10 18 (8.87%) Migration
11 17 (8.37%) Logical Data Model
12 16 (7.88%) MVC
12 16 (7.88%) Physical Data Model
12 16 (7.88%) TDD
13 15 (7.39%) DevOps
13 15 (7.39%) Microservices
13 15 (7.39%) Test Automation
13 15 (7.39%) Web Development
14 14 (6.90%) SDLC
Programming Languages
1 111 (54.68%) SQL
2 63 (31.03%) Java
3 40 (19.70%) C#
4 33 (16.26%) JavaScript
5 20 (9.85%) C
6 18 (8.87%) Python
7 17 (8.37%) C++
8 16 (7.88%) PHP
9 14 (6.90%) T-SQL
10 13 (6.40%) Bash Shell
10 13 (6.40%) PowerShell
11 12 (5.91%) Ruby
12 10 (4.93%) Korn
13 8 (3.94%) R
14 6 (2.96%) PL/SQL
15 5 (2.46%) Java 8
16 4 (1.97%) TypeScript
17 2 (0.99%) PHP 7
17 2 (0.99%) VB
17 2 (0.99%) VB.NET
Qualifications
1 32 (15.76%) Degree
2 17 (8.37%) Security Cleared
3 7 (3.45%) AWS Certification
3 7 (3.45%) Numerate Degree
4 6 (2.96%) Computer Science Degree
4 6 (2.96%) Oracle Certification
5 5 (2.46%) OCP
6 4 (1.97%) OCA
7 3 (1.48%) Sun Certification
8 2 (0.99%) OCPJP
9 1 (0.49%) CCIE
9 1 (0.49%) CCNA
9 1 (0.49%) CCNP
9 1 (0.49%) Cisco Certification
9 1 (0.49%) Master's Degree
9 1 (0.49%) MCSE
9 1 (0.49%) Microsoft Certification
9 1 (0.49%) OCAJ
Quality Assurance & Compliance
1 23 (11.33%) Data Quality
2 7 (3.45%) QA
3 2 (0.99%) SLA
4 1 (0.49%) GDPR
System Software
1 8 (3.94%) Active Directory
2 7 (3.45%) Docker
3 3 (1.48%) Oracle RAC
4 1 (0.49%) Hyper-V
Systems Management
1 11 (5.42%) Terraform
2 5 (2.46%) Opscode Chef
3 4 (1.97%) Puppet
4 3 (1.48%) Data Guard
4 3 (1.48%) Oracle Enterprise Manager
4 3 (1.48%) Oracle RMAN
5 2 (0.99%) Ansible
5 2 (0.99%) Cobbler
5 2 (0.99%) Nagios
5 2 (0.99%) Prometheus
5 2 (0.99%) Rancher
5 2 (0.99%) Tivoli
5 2 (0.99%) ZABBIX
Vendors
1 88 (43.35%) Oracle
2 58 (28.57%) Microsoft
3 12 (5.91%) Sybase
4 10 (4.93%) IBM
4 10 (4.93%) Trillium
5 7 (3.45%) Google
5 7 (3.45%) Tableau
6 5 (2.46%) Cognos
7 4 (1.97%) Atlassian
8 3 (1.48%) ServiceNow
8 3 (1.48%) Sun
8 3 (1.48%) Zend
9 2 (0.99%) Infor
9 2 (0.99%) New Relic
9 2 (0.99%) Rackspace
9 2 (0.99%) Sage
9 2 (0.99%) Splunk
10 1 (0.49%) Mapinfo
10 1 (0.49%) Salesforce.com
10 1 (0.49%) Xamarin