Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 23 January 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 23 January 2019 with a comparison to the same period in the previous 2 years.

Relational Database
England > Yorkshire
6 months to
23 Jan 2019		 Same period 2018 Same period 2017
Rank 116 164 111
Rank change year-on-year +48 -53 +2
Permanent jobs citing Relational Database 188 159 279
As % of all permanent IT jobs advertised in Yorkshire 2.53% 1.63% 2.59%
As % of the Database & Business Intelligence category 9.86% 5.94% 8.60%
Number of salaries quoted 179 129 238
Yorkshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -7.51%
10th Percentile £30,850 £27,000 £27,500
90th Percentile £60,000 £55,500 £55,000
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 1,906 2,679 3,244
As % of all permanent IT jobs advertised in Yorkshire 25.67% 27.50% 30.14%
Number of salaries quoted 1,620 2,331 2,829
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £28,000 £27,500 £27,500
90th Percentile £57,500 £58,750 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +2.70%

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 January 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 23 January 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 +17 92 £45,000 +20.00% 33
South Yorkshire +12 52 £40,000 -11.11% 5
North Yorkshire +23 35 £45,000 +16.13% 4
East Yorkshire +13 8 £20,000 -31.62% 1
Relational Database
England

For the 6 months to 23 January 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 89 (47.34%) SQL
2 84 (44.68%) Oracle
3 77 (40.96%) Java
4 60 (31.91%) RDBMS
4 60 (31.91%) Agile Software Development
5 59 (31.38%) SQL Server
6 55 (29.26%) Spring
7 45 (23.94%) Microsoft
8 44 (23.40%) Amazon AWS
9 43 (22.87%) Linux
10 40 (21.28%) MySQL
11 39 (20.74%) Spring Boot
12 38 (20.21%) JavaScript
12 38 (20.21%) Degree
13 34 (18.09%) HTML
14 33 (17.55%) C#
14 33 (17.55%) Node.js
15 31 (16.49%) Windows
15 31 (16.49%) Software Engineering
16 29 (15.43%) CSS
17 28 (14.89%) C++
17 28 (14.89%) QA
18 27 (14.36%) Finance
19 26 (13.83%) Business Intelligence
19 26 (13.83%) C
19 26 (13.83%) .NET
20 25 (13.30%) JUnit
20 25 (13.30%) Unit Testing
21 24 (12.77%) Python
21 24 (12.77%) DevOps

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 13 (6.91%) IIS
2 12 (6.38%) Apache
2 12 (6.38%) JBoss
3 7 (3.72%) MS Exchange
4 4 (2.13%) Oracle SOA Suite
5 2 (1.06%) CMS
5 2 (1.06%) Confluence
5 2 (1.06%) SharePoint
5 2 (1.06%) Sitecore CMS
5 2 (1.06%) Umbraco
6 1 (0.53%) Apache Spark
6 1 (0.53%) NServiceBus
6 1 (0.53%) SAS
Applications
1 9 (4.79%) Microsoft Office
2 4 (2.13%) Microsoft Excel
3 1 (0.53%) Microsoft Project
Cloud Services
1 44 (23.40%) Amazon AWS
2 22 (11.70%) Microsoft Azure
3 15 (7.98%) GitHub
4 13 (6.91%) Amazon S3
4 13 (6.91%) CloudFront
5 9 (4.79%) SaaS
6 8 (4.26%) IaaS
6 8 (4.26%) PaaS
7 7 (3.72%) Office 365
7 7 (3.72%) Serverless
8 3 (1.60%) Google Cloud Platform
9 2 (1.06%) Cloud Computing
10 1 (0.53%) Amazon EC2
Communications & Networking
1 13 (6.91%) Internet
1 13 (6.91%) Skype
2 2 (1.06%) FTP
3 1 (0.53%) HTTP
3 1 (0.53%) InfiniBand
Database & Business Intelligence
1 60 (31.91%) RDBMS
2 59 (31.38%) SQL Server
3 40 (21.28%) MySQL
4 23 (12.23%) PostgreSQL
5 15 (7.98%) NoSQL
5 15 (7.98%) SQL Server Integration Services
6 13 (6.91%) Data Warehouse
6 13 (6.91%) Hazelcast
6 13 (6.91%) SQL Server Reporting Services
7 9 (4.79%) SQL Server Analysis Services
8 8 (4.26%) Big Data
9 7 (3.72%) Amazon DynamoDB
9 7 (3.72%) Amazon Redshift
10 5 (2.66%) Hadoop
10 5 (2.66%) Power BI
10 5 (2.66%) Redis
11 4 (2.13%) MongoDB
12 3 (1.60%) DB2
12 3 (1.60%) Oracle Database
12 3 (1.60%) SQL Server 2005
Development Applications
1 25 (13.30%) JUnit
2 13 (6.91%) CircleCI
2 13 (6.91%) GitLab
2 13 (6.91%) IntelliJ
3 9 (4.79%) Jenkins
4 8 (4.26%) Git (software)
4 8 (4.26%) JIRA
5 4 (2.13%) Maven
5 4 (2.13%) Visual Studio
6 3 (1.60%) Mercurial
6 3 (1.60%) Visual Studio Team System
7 2 (1.06%) Team Foundation Server
8 1 (0.53%) Bitbucket
8 1 (0.53%) NUnit
8 1 (0.53%) Subversion
General
1 27 (14.36%) Finance
2 17 (9.04%) Banking
3 13 (6.91%) Games
4 7 (3.72%) Financial Institution
5 6 (3.19%) Retail
6 4 (2.13%) Legal
7 2 (1.06%) Automotive
7 2 (1.06%) Manufacturing
7 2 (1.06%) Marketing
8 1 (0.53%) Billing
8 1 (0.53%) Online Betting
Job Titles
1 95 (50.53%) Developer
2 48 (25.53%) Java Developer
3 21 (11.17%) Architect
4 19 (10.11%) Senior Developer
5 14 (7.45%) Performance Tester
5 14 (7.45%) Tester
6 13 (6.91%) Machine Learning Engineer
7 12 (6.38%) Administrator
7 12 (6.38%) Consultant
7 12 (6.38%) DBA
8 11 (5.85%) Technical Consultant
9 10 (5.32%) Junior
9 10 (5.32%) Junior Developer
10 8 (4.26%) Analyst
10 8 (4.26%) C# Developer
10 8 (4.26%) Software Developer
10 8 (4.26%) Solutions Architect
10 8 (4.26%) SQL Developer
11 6 (3.19%) .NET Developer
11 6 (3.19%) MySQL DBA
Libraries, Frameworks & Software Standards
1 55 (29.26%) Spring
2 39 (20.74%) Spring Boot
3 34 (18.09%) HTML
4 33 (17.55%) Node.js
5 29 (15.43%) CSS
6 26 (13.83%) .NET
7 20 (10.64%) jQuery
8 17 (9.04%) AngularJS
8 17 (9.04%) Elastic Stack
9 15 (7.98%) Middleware
10 14 (7.45%) Hibernate
10 14 (7.45%) Vue.js
11 11 (5.85%) React
12 9 (4.79%) HTML5
12 9 (4.79%) XML
13 7 (3.72%) ASP.NET
13 7 (3.72%) CSS3
14 6 (3.19%) J2EE
14 6 (3.19%) REST
14 6 (3.19%) Twitter Bootstrap
Miscellaneous
1 17 (9.04%) Greenfield Project
2 14 (7.45%) Analytical Skills
3 13 (6.91%) Algorithms
3 13 (6.91%) Linux Command Line
3 13 (6.91%) Management Information System
4 12 (6.38%) Client/Server
5 11 (5.85%) Driving Licence
6 10 (5.32%) Fintech
7 7 (3.72%) Mobile App
8 5 (2.66%) NHS
9 3 (1.60%) Enterprise Software
9 3 (1.60%) N-Tier
10 2 (1.06%) Replication
10 2 (1.06%) Self-Motivation
10 2 (1.06%) Virtual Team
11 1 (0.53%) AS400
11 1 (0.53%) CMDB
Operating Systems
1 43 (22.87%) Linux
2 31 (16.49%) Windows
3 16 (8.51%) Windows Server
4 6 (3.19%) Unix
5 4 (2.13%) Windows Server 2003
5 4 (2.13%) Windows Server 2012
6 3 (1.60%) Mac OS
7 2 (1.06%) AIX
7 2 (1.06%) Solaris
8 1 (0.53%) Apple iOS
8 1 (0.53%) Red Hat Enterprise Linux
Processes & Methodologies
1 60 (31.91%) Agile Software Development
2 31 (16.49%) Software Engineering
3 26 (13.83%) Business Intelligence
4 25 (13.30%) Unit Testing
5 24 (12.77%) DevOps
5 24 (12.77%) Problem-Solving
6 22 (11.70%) Mentoring
6 22 (11.70%) MVC
7 21 (11.17%) Test Automation
8 16 (8.51%) ETL
8 16 (8.51%) Machine Learning
9 15 (7.98%) Data Modelling
10 14 (7.45%) Collaborative Working
10 14 (7.45%) Decision-Making
10 14 (7.45%) Load Testing
10 14 (7.45%) Microservices
10 14 (7.45%) Performance Testing
10 14 (7.45%) Scrum
10 14 (7.45%) Web Development
11 13 (6.91%) Anomaly Detection
Programming Languages
1 89 (47.34%) SQL
2 77 (40.96%) Java
3 38 (20.21%) JavaScript
4 33 (17.55%) C#
5 28 (14.89%) C++
6 26 (13.83%) C
7 24 (12.77%) Python
8 18 (9.57%) TypeScript
9 17 (9.04%) Bash Shell
10 12 (6.38%) Korn
10 12 (6.38%) PowerShell
10 12 (6.38%) T-SQL
11 9 (4.79%) PHP
12 8 (4.26%) Ruby
13 7 (3.72%) VB.NET
14 6 (3.19%) VB
15 4 (2.13%) Java 8
15 4 (2.13%) PL/SQL
16 3 (1.60%) VB6
16 3 (1.60%) VBA
Qualifications
1 38 (20.21%) Degree
2 13 (6.91%) PhD
2 13 (6.91%) Postgraduate
3 11 (5.85%) Security Cleared
4 7 (3.72%) Numerate Degree
5 6 (3.19%) AWS Certification
6 3 (1.60%) Microsoft Certification
7 2 (1.06%) CCIE
7 2 (1.06%) CCNA
7 2 (1.06%) CCNP
7 2 (1.06%) Cisco Certification
7 2 (1.06%) Computer Science Degree
7 2 (1.06%) ISTQB
7 2 (1.06%) ISTQB Foundation Certification
7 2 (1.06%) MCSE
Quality Assurance & Compliance
1 28 (14.89%) QA
2 2 (1.06%) Data Quality
System Software
1 7 (3.72%) Active Directory
2 4 (2.13%) Docker
3 2 (1.06%) Hyper-V
3 2 (1.06%) VMware Infrastructure
4 1 (0.53%) Firmware
4 1 (0.53%) Oracle RAC
Systems Management
1 13 (6.91%) Consul
1 13 (6.91%) Prometheus
1 13 (6.91%) Terraform
2 3 (1.60%) Ansible
2 3 (1.60%) Oracle RMAN
3 2 (1.06%) HP ALM
3 2 (1.06%) HP Quality Center
3 2 (1.06%) Kubernetes
4 1 (0.53%) Data Guard
4 1 (0.53%) Enterprise Manager Cloud Control
4 1 (0.53%) Opscode Chef
4 1 (0.53%) Oracle Enterprise Manager
Vendors
1 84 (44.68%) Oracle
2 45 (23.94%) Microsoft
3 11 (5.85%) Sybase
4 8 (4.26%) Google
5 4 (2.13%) Tableau
6 3 (1.60%) VMware
7 2 (1.06%) Cognos
7 2 (1.06%) HP
7 2 (1.06%) Infor
7 2 (1.06%) Informatica
7 2 (1.06%) Sitecore
7 2 (1.06%) Teradata
8 1 (0.53%) Apple
8 1 (0.53%) Epicor
8 1 (0.53%) IBM
8 1 (0.53%) JD Edwards
8 1 (0.53%) Micro Focus
8 1 (0.53%) Salesforce.com
8 1 (0.53%) Splunk
8 1 (0.53%) Talend