Period
to 17 June 2018

The following table provides summary statistics for permanent job vacancies advertised in West 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 June 2018 with a comparison to the same period in the previous 2 years.

Relational Database
Yorkshire > West Yorkshire
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 155 118 156
Rank change year-on-year -37 +38 -29
Permanent jobs citing Relational Database 113 174 154
As % of all permanent IT jobs advertised in West Yorkshire 1.70% 2.46% 1.83%
As % of the Database & Business Intelligence category 6.40% 7.70% 5.47%
Number of salaries quoted 96 156 111
West Yorkshire median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £31,625 £28,250 £27,500
90th Percentile £55,000 £73,125 £68,750
Yorkshire median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +13.33%

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,766 2,259 2,813
As % of all permanent IT jobs advertised in West Yorkshire 26.56% 31.97% 33.48%
Number of salaries quoted 1,508 1,994 2,278
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,250 £27,500
90th Percentile £61,250 £60,000 £60,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Relational Database
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Relational Database in West Yorkshire

Relational Database
Salary Trend in West Yorkshire

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

Salary trend for Relational Database in West Yorkshire

Relational Database
Salary Histogram in West Yorkshire

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

Salary histogram for Relational Database in West Yorkshire

Relational Database
Job Locations in West 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 West Yorkshire region over the 6 months to 17 June 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
Leeds -28 73 £45,000 +5.88% 17
Bradford +15 23 £35,500 -18.86%
Wakefield -19 3 £47,500 +18.75%
Brighouse - 2 £42,500 -
Halifax +21 1 £36,000 - 1
Relational Database
Yorkshire

For the 6 months to 17 June 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 West Yorkshire region with a requirement for Relational Database.

1 60 (53.10%) SQL
2 38 (33.63%) SQL Server
2 38 (33.63%) Agile Software Development
3 36 (31.86%) Java
4 35 (30.97%) RDBMS
5 34 (30.09%) Oracle
6 28 (24.78%) ETL
7 27 (23.89%) Business Intelligence
8 25 (22.12%) Finance
9 24 (21.24%) SQL Server Integration Services
10 22 (19.47%) JavaScript
11 21 (18.58%) PHP
11 21 (18.58%) OO
11 21 (18.58%) Data Warehouse
12 20 (17.70%) Continuous Integration
12 20 (17.70%) Data Quality
13 19 (16.81%) Microsoft
14 18 (15.93%) PL/SQL
14 18 (15.93%) C#
14 18 (15.93%) Microsoft Azure
15 17 (15.04%) Retail
15 17 (15.04%) SQL Server Reporting Services
15 17 (15.04%) Data Modelling
15 17 (15.04%) Migration
16 16 (14.16%) Analytical Skills
17 15 (13.27%) Python
17 15 (13.27%) .NET
18 14 (12.39%) HTML
18 14 (12.39%) Performance Tuning
18 14 (12.39%) User Stories

Relational Database
Co-occurring IT Skills in West 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 5 (4.42%) BizTalk Server
2 4 (3.54%) Confluence
2 4 (3.54%) Oracle Workflow
2 4 (3.54%) SharePoint
3 3 (2.65%) CMS
4 2 (1.77%) Oracle SOA Suite
4 2 (1.77%) WebSphere
5 1 (0.88%) GlassFish
5 1 (0.88%) IIS
5 1 (0.88%) JBoss
5 1 (0.88%) Mule
5 1 (0.88%) Tomcat
5 1 (0.88%) WebLogic
Applications
1 9 (7.96%) Microsoft Excel
2 6 (5.31%) Microsoft Office
3 1 (0.88%) SPSS
Business Applications
1 2 (1.77%) Sage 200
Cloud Services
1 18 (15.93%) Microsoft Azure
2 13 (11.50%) Amazon AWS
3 9 (7.96%) Google Cloud Platform
4 2 (1.77%) Loggly
4 2 (1.77%) Sumo Logic
5 1 (0.88%) GitHub
5 1 (0.88%) IaaS
5 1 (0.88%) PaaS
5 1 (0.88%) SaaS
5 1 (0.88%) Trello
Communications & Networking
1 1 (0.88%) Internet
1 1 (0.88%) SAN
Database & Business Intelligence
1 38 (33.63%) SQL Server
2 35 (30.97%) RDBMS
3 24 (21.24%) SQL Server Integration Services
4 21 (18.58%) Data Warehouse
5 17 (15.04%) SQL Server Reporting Services
6 13 (11.50%) NoSQL
7 12 (10.62%) MySQL
7 12 (10.62%) Oracle Database
8 8 (7.08%) Oracle Database 11g
8 8 (7.08%) Oracle Database 12c
8 8 (7.08%) Oracle ODI
9 6 (5.31%) SQL Server Analysis Services
10 4 (3.54%) Enterprise Data Warehouse
10 4 (3.54%) MongoDB
10 4 (3.54%) Oracle BI EE
10 4 (3.54%) PostgreSQL
10 4 (3.54%) Power BI
10 4 (3.54%) QlikView
10 4 (3.54%) Redis
11 3 (2.65%) SAP Data Services
Development Applications
1 7 (6.19%) JIRA
2 6 (5.31%) Git (software)
2 6 (5.31%) Jenkins
3 4 (3.54%) ERwin
3 4 (3.54%) PowerDesigner
3 4 (3.54%) SonarQube
4 3 (2.65%) Maven
5 2 (1.77%) CA Release Automation
6 1 (0.88%) Bitbucket
6 1 (0.88%) Gatling
6 1 (0.88%) GoCD
6 1 (0.88%) Spock
6 1 (0.88%) Subversion
General
1 25 (22.12%) Finance
2 17 (15.04%) Retail
3 4 (3.54%) Billing
3 4 (3.54%) Games
3 4 (3.54%) Marketing
4 2 (1.77%) Banking
5 1 (0.88%) Automotive
5 1 (0.88%) French Language
5 1 (0.88%) German Language
5 1 (0.88%) Italian Language
5 1 (0.88%) Multimedia
Job Titles
1 43 (38.05%) Developer
2 18 (15.93%) PHP Developer
3 17 (15.04%) Senior Developer
4 15 (13.27%) Senior PHP Developer
5 13 (11.50%) DBA
6 12 (10.62%) Administrator
7 11 (9.73%) Analyst
7 11 (9.73%) Applications Support
7 11 (9.73%) Java Developer
8 10 (8.85%) Data Engineer
8 10 (8.85%) Data Modeller
9 8 (7.08%) Oracle DBA
10 7 (6.19%) Architect
11 6 (5.31%) Applications Developer
11 6 (5.31%) Data Manager
11 6 (5.31%) Senior Manager
11 6 (5.31%) SQL Analyst
12 5 (4.42%) Senior Data Engineer
12 5 (4.42%) SQL DBA
12 5 (4.42%) SQL Developer
Libraries, Frameworks & Software Standards
1 15 (13.27%) .NET
2 14 (12.39%) HTML
3 13 (11.50%) Web Services
4 12 (10.62%) CSS
5 10 (8.85%) AngularJS
5 10 (8.85%) Node.js
5 10 (8.85%) XML
6 9 (7.96%) JSON
6 9 (7.96%) RESTful
7 7 (6.19%) jQuery
7 7 (6.19%) Middleware
7 7 (6.19%) Spring
8 6 (5.31%) J2EE
8 6 (5.31%) RabbitMQ
9 5 (4.42%) EJB
9 5 (4.42%) React
10 4 (3.54%) CSS3
10 4 (3.54%) Elastic Stack
10 4 (3.54%) Oracle GoldenGate
10 4 (3.54%) Struts
Miscellaneous
1 16 (14.16%) Analytical Skills
2 5 (4.42%) Enterprise Software
3 4 (3.54%) Greenfield Project
3 4 (3.54%) Self-Motivation
4 3 (2.65%) Mobile App
4 3 (2.65%) Replication
5 2 (1.77%) Computer Science
5 2 (1.77%) Data Centre
5 2 (1.77%) N-Tier
6 1 (0.88%) Cybercrime
6 1 (0.88%) Cyberthreat
6 1 (0.88%) Management Information System
6 1 (0.88%) User Experience
Operating Systems
1 5 (4.42%) Unix
2 4 (3.54%) Linux
2 4 (3.54%) Windows
Processes & Methodologies
1 38 (33.63%) Agile Software Development
2 28 (24.78%) ETL
3 27 (23.89%) Business Intelligence
4 21 (18.58%) OO
5 20 (17.70%) Continuous Integration
6 17 (15.04%) Data Modelling
6 17 (15.04%) Migration
7 14 (12.39%) Performance Tuning
7 14 (12.39%) User Stories
8 13 (11.50%) Change Management
9 11 (9.73%) SDLC
9 11 (9.73%) Stakeholder Management
10 10 (8.85%) Data Governance
10 10 (8.85%) Data Management
10 10 (8.85%) Logical Data Model
10 10 (8.85%) Master Data Management
10 10 (8.85%) Mentoring
10 10 (8.85%) Microservices
11 9 (7.96%) DevOps
11 9 (7.96%) Physical Data Model
Programming Languages
1 60 (53.10%) SQL
2 36 (31.86%) Java
3 22 (19.47%) JavaScript
4 21 (18.58%) PHP
5 18 (15.93%) C#
5 18 (15.93%) PL/SQL
6 15 (13.27%) Python
7 10 (8.85%) T-SQL
8 8 (7.08%) R
9 6 (5.31%) C++
10 5 (4.42%) Ruby
11 4 (3.54%) Java 8
11 4 (3.54%) PowerShell
11 4 (3.54%) VB.NET
12 3 (2.65%) TypeScript
12 3 (2.65%) VB
13 2 (1.77%) Bash Shell
13 2 (1.77%) Go
13 2 (1.77%) Scala
13 2 (1.77%) VBA
Qualifications
1 8 (7.08%) OCP
1 8 (7.08%) Oracle Certification
2 7 (6.19%) OCA
3 5 (4.42%) Degree
3 5 (4.42%) Security Cleared
4 4 (3.54%) PMI Certification
4 4 (3.54%) PMP
5 3 (2.65%) Sun Certification
6 1 (0.88%) Master's Degree
Quality Assurance & Compliance
1 20 (17.70%) Data Quality
2 5 (4.42%) SLA
3 4 (3.54%) Disclosure Scotland
3 4 (3.54%) GCP
4 3 (2.65%) QA
5 1 (0.88%) GDPR
System Software
1 8 (7.08%) Docker
1 8 (7.08%) Oracle RAC
Systems Management
1 8 (7.08%) Data Guard
1 8 (7.08%) Oracle RMAN
2 7 (6.19%) Oracle Enterprise Manager
3 4 (3.54%) Opscode Chef
4 3 (2.65%) Nagios
4 3 (2.65%) Puppet
5 2 (1.77%) Cobbler
5 2 (1.77%) Prometheus
5 2 (1.77%) Rancher
5 2 (1.77%) Terraform
5 2 (1.77%) Tivoli
5 2 (1.77%) ZABBIX
Vendors
1 34 (30.09%) Oracle
2 19 (16.81%) Microsoft
3 11 (9.73%) Google
4 6 (5.31%) Cognos
4 6 (5.31%) Tableau
5 4 (3.54%) IBM
5 4 (3.54%) Teradata
5 4 (3.54%) Trillium
6 3 (2.65%) ServiceNow
6 3 (2.65%) Sun
6 3 (2.65%) Sybase
7 2 (1.77%) New Relic
7 2 (1.77%) Rackspace
7 2 (1.77%) Sage
7 2 (1.77%) Splunk
8 1 (0.88%) Atlassian
8 1 (0.88%) NetApp
8 1 (0.88%) Zend