Period
to 18 February 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire with a requirement for Relational Database skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Relational Database over the 6 months to 18 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Relational Database
Yorkshire > West Yorkshire
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 112 81 110
Rank change year-on-year -31 +29 -39
Contract jobs citing Relational Database 46 72 69
As % of all contract IT jobs advertised in West Yorkshire 1.44% 2.41% 1.65%
As % of the Database & Business Intelligence category 6.42% 9.70% 6.98%
Number of daily rates quoted 35 42 47
West Yorkshire median daily rate £425 £411 £425
Median daily rate % change year-on-year +3.34% -3.24% +13.33%
10th Percentile £313 £325 £274
90th Percentile £514 £538 £563
Yorkshire median daily rate £425 £425 £435
% change year-on-year - -2.30% +16.00%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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 contract job vacancies advertised in West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 716 742 989
As % of all contract IT jobs advertised in West Yorkshire 22.48% 24.82% 23.63%
Number of daily rates quoted 496 475 668
West Yorkshire median daily rate £390 £375 £375
Median daily rate % change year-on-year +4.00% - +7.14%
10th Percentile £270 £285 £281
90th Percentile £538 £534 £537
Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 0 11 13
West Yorkshire median hourly rate - £19.00 £19.50
Median hourly rate % change year-on-year - -2.56% +9.09%
Yorkshire median hourly rate £44.00 £21.50 £19.50
% change year-on-year +104.65% +10.26% +9.09%

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
Contractor Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Relational Database in West Yorkshire.

Contractor daily rate trend for Relational Database in West Yorkshire

Relational Database
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Relational Database in West Yorkshire over the 6 months to 18 February 2018.

Contractor daily rate histogram for Relational Database in West Yorkshire

Relational Database
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Relational Database in West Yorkshire

Relational Database
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Relational Database within the West Yorkshire region over the 6 months to 18 February 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -34 37 £425 +1.49% 16
Bradford +6 4 £375 +7.14% 2
Wakefield - 1 - - 5
Relational Database
Yorkshire

For the 6 months to 18 February 2018, IT contractor 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 contract job ads across the West Yorkshire region with a requirement for Relational Database.

1 23 (50.00%) Java
1 23 (50.00%) SQL
1 23 (50.00%) Agile Software Development
2 18 (39.13%) Oracle
3 13 (28.26%) MySQL
3 13 (28.26%) Python
3 13 (28.26%) NoSQL
4 11 (23.91%) JavaScript
5 10 (21.74%) MongoDB
6 9 (19.57%) Web Services
6 9 (19.57%) Unix
6 9 (19.57%) Software Engineering
7 8 (17.39%) Migration
7 8 (17.39%) SQL Server
7 8 (17.39%) RDBMS
7 8 (17.39%) Apache Cassandra
7 8 (17.39%) RabbitMQ
7 8 (17.39%) REST
7 8 (17.39%) Test Automation
7 8 (17.39%) Open Source
7 8 (17.39%) Analytical Skills
8 7 (15.22%) Microservices
8 7 (15.22%) Oracle Database
8 7 (15.22%) Hadoop
8 7 (15.22%) Amazon AWS
8 7 (15.22%) RESTful
8 7 (15.22%) Big Data
8 7 (15.22%) Kafka
8 7 (15.22%) ETL
8 7 (15.22%) HTML

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 6 (13.04%) Tomcat
2 4 (8.70%) Apache Spark
2 4 (8.70%) Elasticsearch
3 3 (6.52%) Apache Pig
4 2 (4.35%) Confluence
5 1 (2.17%) JBoss
5 1 (2.17%) Jupyter
5 1 (2.17%) NetWeaver
5 1 (2.17%) Oracle SOA Suite
5 1 (2.17%) SAP EP
5 1 (2.17%) WordPress
Applications
1 4 (8.70%) Microsoft Excel
Cloud Services
1 7 (15.22%) Amazon AWS
2 3 (6.52%) AWS CloudFormation
2 3 (6.52%) CloudFront
3 1 (2.17%) GitHub
3 1 (2.17%) Google Analytics
Communications & Networking
1 1 (2.17%) HTTP
1 1 (2.17%) Internet
1 1 (2.17%) TCP/IP
Database & Business Intelligence
1 13 (28.26%) MySQL
1 13 (28.26%) NoSQL
2 10 (21.74%) MongoDB
3 8 (17.39%) Apache Cassandra
3 8 (17.39%) RDBMS
3 8 (17.39%) SQL Server
4 7 (15.22%) Big Data
4 7 (15.22%) Hadoop
4 7 (15.22%) Oracle Database
5 6 (13.04%) Data Warehouse
6 5 (10.87%) SQL Server Integration Services
7 4 (8.70%) PostgreSQL
8 3 (6.52%) Apache Hive
8 3 (6.52%) HBase
8 3 (6.52%) SQL Server Reporting Services
9 1 (2.17%) Event Store
9 1 (2.17%) MarkLogic
9 1 (2.17%) SAP HANA
9 1 (2.17%) SQL Server 2008
9 1 (2.17%) SQL Server 2016
Development Applications
1 6 (13.04%) Git (software)
1 6 (13.04%) JIRA
2 5 (10.87%) Jenkins
3 3 (6.52%) Cucumber
3 3 (6.52%) IntelliJ
3 3 (6.52%) JUnit
3 3 (6.52%) Maven
3 3 (6.52%) Subversion
4 2 (4.35%) Eclipse
4 2 (4.35%) Mockito
5 1 (2.17%) Bitbucket
5 1 (2.17%) Flyway
5 1 (2.17%) GitLab
5 1 (2.17%) PHPUnit
5 1 (2.17%) Sonatype Nexus
5 1 (2.17%) TeamCity
General
1 6 (13.04%) Retail
2 3 (6.52%) Banking
3 2 (4.35%) Finance
4 1 (2.17%) Games
4 1 (2.17%) Retail Banking
Job Titles
1 17 (36.96%) Developer
2 8 (17.39%) Software Engineer
3 7 (15.22%) Data Engineer
4 6 (13.04%) Java Developer
5 5 (10.87%) SQL Developer
6 4 (8.70%) Consultant
7 3 (6.52%) Analyst
7 3 (6.52%) Architect
7 3 (6.52%) IT Analyst
7 3 (6.52%) IT Support
7 3 (6.52%) IT Support Analyst
7 3 (6.52%) Java Engineer
7 3 (6.52%) Java Software Engineer
7 3 (6.52%) Oracle Consultant
7 3 (6.52%) Senior Data Engineer
7 3 (6.52%) Support Analyst
7 3 (6.52%) Test Engineer
8 2 (4.35%) Big Data Engineer
8 2 (4.35%) NoSQL Engineer
8 2 (4.35%) Unix Analyst
Libraries, Frameworks & Software Standards
1 9 (19.57%) Web Services
2 8 (17.39%) RabbitMQ
2 8 (17.39%) REST
3 7 (15.22%) HTML
3 7 (15.22%) Kafka
3 7 (15.22%) RESTful
3 7 (15.22%) Spring
4 6 (13.04%) CSS
4 6 (13.04%) jQuery
4 6 (13.04%) Node.js
5 5 (10.87%) Dropwizard
5 5 (10.87%) JSON
6 4 (8.70%) HTML5
7 3 (6.52%) Hibernate
7 3 (6.52%) JAXB
7 3 (6.52%) JPA
7 3 (6.52%) Spring Boot
7 3 (6.52%) Swagger
7 3 (6.52%) XML
7 3 (6.52%) XSD
Miscellaneous
1 8 (17.39%) Analytical Skills
2 4 (8.70%) Greenfield Project
3 3 (6.52%) Enterprise Software
3 3 (6.52%) Minimum Viable Product
4 1 (2.17%) Clustering
4 1 (2.17%) HACMP
4 1 (2.17%) Mainframe
4 1 (2.17%) Mobile App
4 1 (2.17%) User Experience
Operating Systems
1 9 (19.57%) Unix
2 6 (13.04%) Linux
3 2 (4.35%) Windows
4 1 (2.17%) Windows Server
Processes & Methodologies
1 23 (50.00%) Agile Software Development
2 9 (19.57%) Software Engineering
3 8 (17.39%) Migration
3 8 (17.39%) Open Source
3 8 (17.39%) Test Automation
4 7 (15.22%) ETL
4 7 (15.22%) Microservices
4 7 (15.22%) Scrum
5 6 (13.04%) Continuous Improvement
5 6 (13.04%) Data Analysis
5 6 (13.04%) Data Migration
5 6 (13.04%) DevOps
6 5 (10.87%) BDD
6 5 (10.87%) Change Management
6 5 (10.87%) Data Transformation
6 5 (10.87%) Performance Tuning
7 4 (8.70%) Data Modelling
7 4 (8.70%) OO
7 4 (8.70%) Performance Testing
7 4 (8.70%) Unit Testing
Programming Languages
1 23 (50.00%) Java
1 23 (50.00%) SQL
2 13 (28.26%) Python
3 11 (23.91%) JavaScript
4 6 (13.04%) PHP
4 6 (13.04%) Ruby
5 5 (10.87%) COBOL
5 5 (10.87%) Scala
6 3 (6.52%) PL/SQL
6 3 (6.52%) Shell Script
7 2 (4.35%) C#
7 2 (4.35%) Kotlin
8 1 (2.17%) ABAP
8 1 (2.17%) Bash Shell
8 1 (2.17%) C++
8 1 (2.17%) Go
8 1 (2.17%) SPARQL
8 1 (2.17%) T-SQL
8 1 (2.17%) XPath
8 1 (2.17%) XQuery
Qualifications
1 1 (2.17%) BPSS Clearance
Quality Assurance & Compliance
1 6 (13.04%) QA
2 1 (2.17%) Data Quality
2 1 (2.17%) PCI DSS
2 1 (2.17%) PMO
System Software
1 5 (10.87%) Docker
2 1 (2.17%) Veritas Cluster Server
Systems Management
1 4 (8.70%) Ansible
1 4 (8.70%) Puppet
2 3 (6.52%) Opscode Chef
3 2 (4.35%) Kubernetes
4 1 (2.17%) Failover Clustering
4 1 (2.17%) Microsoft Clustering
Vendors
1 18 (39.13%) Oracle
2 4 (8.70%) Microsoft
3 3 (6.52%) Cadence
3 3 (6.52%) Informatica
4 2 (4.35%) Google
4 2 (4.35%) IBM
4 2 (4.35%) Splunk
5 1 (2.17%) AppDynamics
5 1 (2.17%) Dynatrace
5 1 (2.17%) New Relic
5 1 (2.17%) SAP
5 1 (2.17%) Veritas