Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 August 2019

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 18 August 2019 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
18 Aug 2019		 Same period 2018 Same period 2017
Rank 148 126 144
Rank change year-on-year -22 +18 -2
Permanent jobs citing Relational Database 177 204 220
As % of all permanent IT jobs advertised in Yorkshire 2.35% 2.21% 2.12%
As % of the Database & Business Intelligence category 9.63% 8.15% 6.45%
Number of salaries quoted 164 178 190
Yorkshire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £31,475 £30,050 £27,225
90th Percentile £64,750 £55,000 £72,500
England median annual salary £55,000 £52,000 £50,000
% change year-on-year +5.77% +4.00% -

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 1,838 2,503 3,411
As % of all permanent IT jobs advertised in Yorkshire 24.41% 27.11% 32.90%
Number of salaries quoted 1,645 2,133 2,947
Yorkshire median annual salary £42,500 £44,000 £41,250
Median salary % change year-on-year -3.41% +6.67% +3.13%
10th Percentile £29,500 £27,500 £27,000
90th Percentile £61,000 £60,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 18 August 2019.

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 18 August 2019. 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 -5 67 £50,000 +11.11% 17
North Yorkshire -27 56 £45,000 - 5
South Yorkshire +9 40 £37,500 -16.67% 5
East Yorkshire -6 7 £45,000 +119.51% 1
Relational Database
England

For the 6 months to 18 August 2019, 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.

1 105 (59.32%) SQL
2 98 (55.37%) RDBMS
3 84 (47.46%) SQL Server
4 75 (42.37%) Oracle
5 69 (38.98%) Agile Software Development
6 51 (28.81%) Microsoft Azure
7 44 (24.86%) C#
8 41 (23.16%) .NET
9 39 (22.03%) Java
9 39 (22.03%) Microsoft
10 35 (19.77%) OO
11 32 (18.08%) JavaScript
12 30 (16.95%) Spring
13 29 (16.38%) Scrum
14 28 (15.82%) MySQL
14 28 (15.82%) Unit Testing
15 27 (15.25%) CSS
16 26 (14.69%) Spring Boot
17 25 (14.12%) MVC
17 25 (14.12%) XML
18 24 (13.56%) JUnit
18 24 (13.56%) HTML
18 24 (13.56%) Business Intelligence
18 24 (13.56%) PostgreSQL
19 23 (12.99%) Data Warehouse
19 23 (12.99%) Continuous Integration
20 22 (12.43%) ASP.NET
20 22 (12.43%) Continuous Improvement
21 21 (11.86%) Amazon AWS
22 20 (11.30%) TDD

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 (7.91%) CMS
2 13 (7.34%) Umbraco
3 11 (6.21%) Drupal
4 9 (5.08%) Oracle SOA Suite
5 4 (2.26%) Apache
5 4 (2.26%) Apache Spark
5 4 (2.26%) nginx
5 4 (2.26%) SharePoint
6 2 (1.13%) Elasticsearch
6 2 (1.13%) IIS
6 2 (1.13%) Sitecore CMS
7 1 (0.56%) Confluence
7 1 (0.56%) FileNet
7 1 (0.56%) MS Exchange
7 1 (0.56%) SAS
7 1 (0.56%) StreamWeaver
7 1 (0.56%) Tomcat
Applications
1 4 (2.26%) Microsoft Excel
2 1 (0.56%) EngageOne
2 1 (0.56%) Microsoft PowerPoint
2 1 (0.56%) MS Visio
Business Applications
1 16 (9.04%) WebTrends
2 2 (1.13%) Oracle Receivables
3 1 (0.56%) Exstream
Cloud Services
1 51 (28.81%) Microsoft Azure
2 21 (11.86%) Amazon AWS
3 12 (6.78%) Power Platform
4 6 (3.39%) Office 365
5 2 (1.13%) Google Cloud Platform
5 2 (1.13%) PaaS
5 2 (1.13%) Serverless
6 1 (0.56%) Amazon EMR
6 1 (0.56%) AWS Lambda
6 1 (0.56%) GitHub
Communications & Networking
1 6 (3.39%) Internet
2 3 (1.69%) HTTP
3 1 (0.56%) DHCP
3 1 (0.56%) DNS
3 1 (0.56%) FTP
3 1 (0.56%) IPsec
3 1 (0.56%) SSL
3 1 (0.56%) TCP/IP
Database & Business Intelligence
1 98 (55.37%) RDBMS
2 84 (47.46%) SQL Server
3 28 (15.82%) MySQL
4 24 (13.56%) PostgreSQL
5 23 (12.99%) Data Warehouse
6 14 (7.91%) NoSQL
6 14 (7.91%) Oracle Database
7 12 (6.78%) Power BI
7 12 (6.78%) SQL Server Integration Services
8 11 (6.21%) SQL Server Reporting Services
9 8 (4.52%) Big Data
9 8 (4.52%) Data Lake
9 8 (4.52%) MariaDB
10 7 (3.95%) MongoDB
11 6 (3.39%) Oracle Database 11g
11 6 (3.39%) SQL Server Analysis Services
12 5 (2.82%) Amazon Redshift
12 5 (2.82%) Data Mining
13 4 (2.26%) Redis
13 4 (2.26%) Sqoop
Development Applications
1 24 (13.56%) JUnit
2 12 (6.78%) Git (software)
3 8 (4.52%) ERwin
4 7 (3.95%) Jenkins
5 5 (2.82%) Team Foundation Server
6 4 (2.26%) Subversion
7 3 (1.69%) git-flow
7 3 (1.69%) Mercurial
7 3 (1.69%) Vagrant
8 2 (1.13%) Cucumber
8 2 (1.13%) JIRA
8 2 (1.13%) Travis CI
8 2 (1.13%) Visual Studio Team System
9 1 (0.56%) Ant
9 1 (0.56%) IBM UrbanCode
9 1 (0.56%) Maven
9 1 (0.56%) PHPUnit
9 1 (0.56%) Selenium
9 1 (0.56%) Sonatype Nexus
General
1 14 (7.91%) Finance
2 5 (2.82%) Manufacturing
2 5 (2.82%) Retail
3 4 (2.26%) Online Betting
4 3 (1.69%) Banking
4 3 (1.69%) Legal
5 2 (1.13%) Public Sector
Job Titles
1 87 (49.15%) Developer
2 29 (16.38%) Java Developer
3 27 (15.25%) DBA
4 22 (12.43%) Senior Developer
5 21 (11.86%) SQL DBA
6 19 (10.73%) Administrator
7 16 (9.04%) PHP Developer
7 16 (9.04%) Technical Leader
8 12 (6.78%) Designer
9 9 (5.08%) Software Developer
9 9 (5.08%) Solutions Designer
10 8 (4.52%) Junior
11 7 (3.95%) Architect
11 7 (3.95%) ETL Developer
11 7 (3.95%) Junior Developer
12 6 (3.39%) Data Engineer
12 6 (3.39%) Data Warehouse Developer
12 6 (3.39%) Senior PHP Developer
13 5 (2.82%) Technical Architect
13 5 (2.82%) Tester
Libraries, Frameworks & Software Standards
1 41 (23.16%) .NET
2 30 (16.95%) Spring
3 27 (15.25%) CSS
4 26 (14.69%) Spring Boot
5 25 (14.12%) XML
6 24 (13.56%) HTML
7 22 (12.43%) ASP.NET
8 19 (10.73%) .NET Framework
8 19 (10.73%) RESTful
9 17 (9.60%) ASP.NET MVC
10 16 (9.04%) Entity Framework
11 14 (7.91%) Node.js
11 14 (7.91%) Web Services
12 12 (6.78%) React
13 10 (5.65%) jQuery
14 8 (4.52%) Laravel
15 6 (3.39%) AngularJS
15 6 (3.39%) Symfony
16 5 (2.82%) REST
16 5 (2.82%) Sass
Miscellaneous
1 14 (7.91%) Analytical Skills
2 9 (5.08%) Greenfield Project
3 4 (2.26%) Enterprise Software
3 4 (2.26%) Linux Command Line
3 4 (2.26%) N-Tier
3 4 (2.26%) User Experience
4 3 (1.69%) Algorithms
4 3 (1.69%) Clustering
4 3 (1.69%) Data Structures
4 3 (1.69%) Management Information System
5 2 (1.13%) Data Centre
5 2 (1.13%) Mobile App
5 2 (1.13%) Self-Motivation
5 2 (1.13%) Xbox
6 1 (0.56%) Private Cloud
Operating Systems
1 13 (7.34%) Linux
2 8 (4.52%) Windows
3 7 (3.95%) AIX
3 7 (3.95%) Unix
4 5 (2.82%) Windows Server
5 1 (0.56%) Android
5 1 (0.56%) Apple iOS
5 1 (0.56%) Windows Server 2003
5 1 (0.56%) Windows Server 2012
Processes & Methodologies
1 69 (38.98%) Agile Software Development
2 35 (19.77%) OO
3 29 (16.38%) Scrum
4 28 (15.82%) Unit Testing
5 25 (14.12%) MVC
6 24 (13.56%) Business Intelligence
7 23 (12.99%) Continuous Integration
8 22 (12.43%) Continuous Improvement
9 20 (11.30%) TDD
10 19 (10.73%) Mentoring
11 18 (10.17%) SDLC
11 18 (10.17%) Software Engineering
12 17 (9.60%) ETL
12 17 (9.60%) Performance Management
13 16 (9.04%) Analytics
13 16 (9.04%) Kimball Methodology
14 14 (7.91%) Project Management
14 14 (7.91%) Web Development
15 13 (7.34%) Problem-Solving
15 13 (7.34%) Workflow
Programming Languages
1 105 (59.32%) SQL
2 44 (24.86%) C#
3 39 (22.03%) Java
4 32 (18.08%) JavaScript
5 18 (10.17%) PHP
6 14 (7.91%) PL/SQL
7 11 (6.21%) T-SQL
8 9 (5.08%) Shell Script
9 8 (4.52%) Python
10 4 (2.26%) PowerShell
11 2 (1.13%) Go
11 2 (1.13%) PHP 7
11 2 (1.13%) Ruby
11 2 (1.13%) VB
12 1 (0.56%) ES6
12 1 (0.56%) Java 8
12 1 (0.56%) Kotlin
12 1 (0.56%) Perl
12 1 (0.56%) PHP 5
Qualifications
1 11 (6.21%) Degree
2 4 (2.26%) Microsoft Certification
2 4 (2.26%) PhD
3 3 (1.69%) Computer Science Degree
3 3 (1.69%) MCSE
3 3 (1.69%) Security Cleared
4 2 (1.13%) MCSA
4 2 (1.13%) SC Cleared
5 1 (0.56%) AWS Certification
5 1 (0.56%) BPSS Clearance
5 1 (0.56%) CCIE
5 1 (0.56%) CCNA
5 1 (0.56%) CCNP
5 1 (0.56%) Cisco Certification
Quality Assurance & Compliance
1 12 (6.78%) QA
2 3 (1.69%) SLA
3 2 (1.13%) Data Quality
System Software
1 6 (3.39%) Docker
2 4 (2.26%) Active Directory
3 2 (1.13%) Varnish
4 1 (0.56%) Hyper-V
4 1 (0.56%) Virtual Machines
4 1 (0.56%) VMware Infrastructure
Systems Management
1 3 (1.69%) Ansible
1 3 (1.69%) Puppet
2 1 (0.56%) Kubernetes
2 1 (0.56%) Opscode Chef
Vendors
1 75 (42.37%) Oracle
2 39 (22.03%) Microsoft
3 8 (4.52%) IBM
3 8 (4.52%) Informatica
4 7 (3.95%) Cognos
5 4 (2.26%) Cloudera
5 4 (2.26%) Talend
6 3 (1.69%) Remedy
6 3 (1.69%) Tableau
6 3 (1.69%) Zend
7 2 (1.13%) SAP
7 2 (1.13%) Sitecore
8 1 (0.56%) OpenText
8 1 (0.56%) Splunk
8 1 (0.56%) VMware