Period
to 16 July 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 16 July 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 95 76 87
Rank change year-on-year -19 +11 -3
Contract jobs citing Relational Database 76 86 95
As % of all contract IT jobs advertised in West Yorkshire 2.20% 3.02% 2.36%
As % of the Database & Business Intelligence category 8.97% 12.54% 10.25%
Number of daily rates quoted 47 47 65
West Yorkshire median daily rate £415 £400 £425
Median daily rate % change year-on-year +3.69% -5.88% +3.03%
10th Percentile £303 £313 £330
90th Percentile £530 £538 £540
Yorkshire median daily rate £425 £425 £425
Number of hourly rates quoted 0 0 1
West Yorkshire median hourly rate - - £16.09
Yorkshire median hourly rate - - £16.09

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 847 686 927
As % of all contract IT jobs advertised in West Yorkshire 24.47% 24.10% 23.00%
Number of daily rates quoted 596 462 665
West Yorkshire median daily rate £400 £400 £380
Median daily rate % change year-on-year - +5.26% +8.57%
10th Percentile £305 £300 £285
90th Percentile £541 £536 £516
Yorkshire median daily rate £400 £380 £380
% change year-on-year +5.26% - +8.57%
Number of hourly rates quoted 6 9 10
West Yorkshire median hourly rate £28.00 £19.00 £18.55
Median hourly rate % change year-on-year +47.37% +2.45% +0.58%
10th Percentile £13.50 £15.27 £14.25
90th Percentile £33.75 £35.09 £41.08
Yorkshire median hourly rate £21.42 £19.00 £15.75
% change year-on-year +12.71% +20.63% -25.00%

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 16 July 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 16 July 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 -16 68 £420 +7.66% 18
Bradford -7 3 £425 - 5
Halifax +2 2 £305 -1.61%
Relational Database
Yorkshire

For the 6 months to 16 July 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 41 (53.95%) Agile Software Development
2 32 (42.11%) Oracle
3 27 (35.53%) SQL
3 27 (35.53%) Java
3 27 (35.53%) RDBMS
4 26 (34.21%) NoSQL
5 25 (32.89%) JavaScript
5 25 (32.89%) MySQL
6 21 (27.63%) Open Source
7 20 (26.32%) Linux
7 20 (26.32%) HTML
8 19 (25.00%) SQL Server
8 19 (25.00%) Problem-Solving
9 17 (22.37%) Analytical Skills
10 16 (21.05%) XML
10 16 (21.05%) Python
10 16 (21.05%) ETL
10 16 (21.05%) Amazon AWS
10 16 (21.05%) MongoDB
11 15 (19.74%) REST
11 15 (19.74%) SOAP
11 15 (19.74%) Web Services
12 14 (18.42%) CSS
12 14 (18.42%) Business Intelligence
12 14 (18.42%) Scrum
12 14 (18.42%) Big Data
13 13 (17.11%) Kafka
13 13 (17.11%) Git (software)
13 13 (17.11%) Hadoop
14 12 (15.79%) High Availability

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 8 (10.53%) Apache Spark
2 7 (9.21%) Apache
3 6 (7.89%) Elasticsearch
3 6 (7.89%) Oracle SOA Suite
4 4 (5.26%) Apache Pig
5 3 (3.95%) Tomcat
6 2 (2.63%) Anypoint
6 2 (2.63%) Confluence
6 2 (2.63%) SAS
7 1 (1.32%) CMS
7 1 (1.32%) Oracle HTTP Server
7 1 (1.32%) SharePoint
7 1 (1.32%) WebLogic
7 1 (1.32%) WebLogic Portal
Applications
1 5 (6.58%) Microsoft Excel
2 2 (2.63%) Microsoft Office
2 2 (2.63%) Microsoft PowerPoint
Business Applications
1 1 (1.32%) Oracle EBS
Cloud Services
1 16 (21.05%) Amazon AWS
2 7 (9.21%) AWS CloudFormation
2 7 (9.21%) CloudFront
3 6 (7.89%) Force.com
3 6 (7.89%) Salesforce Service Cloud
4 4 (5.26%) GitHub
5 3 (3.95%) Amazon EC2
5 3 (3.95%) Amazon EMR
5 3 (3.95%) Amazon Glacier
5 3 (3.95%) Amazon S3
5 3 (3.95%) Trello
5 3 (3.95%) Virtual Private Cloud
6 2 (2.63%) PaaS
7 1 (1.32%) Google Cloud Platform
Communications & Networking
1 7 (9.21%) HTTP
2 2 (2.63%) Internet
Database & Business Intelligence
1 27 (35.53%) RDBMS
2 26 (34.21%) NoSQL
3 25 (32.89%) MySQL
4 19 (25.00%) SQL Server
5 16 (21.05%) MongoDB
6 14 (18.42%) Big Data
7 13 (17.11%) Hadoop
8 12 (15.79%) Data Warehouse
9 10 (13.16%) PostgreSQL
10 9 (11.84%) SQL Server Integration Services
11 8 (10.53%) Apache Cassandra
11 8 (10.53%) Apache Hive
11 8 (10.53%) HBase
12 6 (7.89%) SQL Server 2008
12 6 (7.89%) SQL Server Reporting Services
13 5 (6.58%) Oracle Database
14 4 (5.26%) Amazon Aurora
14 4 (5.26%) SQL Server 2016
15 3 (3.95%) Amazon Redshift
16 2 (2.63%) Power BI
Development Applications
1 13 (17.11%) Git (software)
2 7 (9.21%) Subversion
3 6 (7.89%) Oracle APEX
4 5 (6.58%) JIRA
5 4 (5.26%) JUnit
5 4 (5.26%) Mockito
6 3 (3.95%) Jenkins
6 3 (3.95%) Maven
6 3 (3.95%) PHPUnit
7 2 (2.63%) Eclipse
7 2 (2.63%) Flyway
7 2 (2.63%) GitLab
7 2 (2.63%) IntelliJ
7 2 (2.63%) SQL Server Management Studio (SSMS)
7 2 (2.63%) TeamCity
8 1 (1.32%) Bitbucket
8 1 (1.32%) Octopus Deploy
8 1 (1.32%) Oracle Forms
8 1 (1.32%) ProC
8 1 (1.32%) Sonatype Nexus
General
1 6 (7.89%) Marketing
2 5 (6.58%) Finance
3 4 (5.26%) Banking
3 4 (5.26%) Retail
4 2 (2.63%) Games
Job Titles
1 30 (39.47%) Developer
2 14 (18.42%) Architect
3 12 (15.79%) Software Engineer
4 8 (10.53%) Solutions Architect
5 7 (9.21%) Data Engineer
6 6 (7.89%) Java Architect
6 6 (7.89%) Java Solutions Architect
6 6 (7.89%) Salesforce Developer
7 5 (6.58%) Analyst
7 5 (6.58%) PHP Developer
7 5 (6.58%) SQL Developer
8 4 (5.26%) AWS Architect
8 4 (5.26%) Java Developer
8 4 (5.26%) PHP Software Engineer
9 3 (3.95%) Applications Support
9 3 (3.95%) Data Architect
9 3 (3.95%) Lead Software Engineer
9 3 (3.95%) NoSQL Engineer
9 3 (3.95%) Oracle Architect
9 3 (3.95%) Senior Developer
Libraries, Frameworks & Software Standards
1 20 (26.32%) HTML
2 16 (21.05%) XML
3 15 (19.74%) REST
3 15 (19.74%) SOAP
3 15 (19.74%) Web Services
4 14 (18.42%) CSS
5 13 (17.11%) Kafka
6 11 (14.47%) JSON
6 11 (14.47%) RESTful
6 11 (14.47%) Spring
7 9 (11.84%) HTML5
7 9 (11.84%) jQuery
8 8 (10.53%) ActiveMQ
9 7 (9.21%) Node.js
9 7 (9.21%) RabbitMQ
10 6 (7.89%) Visualforce
11 4 (5.26%) Hibernate
12 3 (3.95%) AngularJS
12 3 (3.95%) LAMP
12 3 (3.95%) Middleware
Miscellaneous
1 17 (22.37%) Analytical Skills
2 7 (9.21%) Greenfield Project
3 6 (7.89%) Linux Command Line
4 2 (2.63%) Enterprise Software
4 2 (2.63%) Mainframe
4 2 (2.63%) Management Information System
5 1 (1.32%) CMDB
5 1 (1.32%) Computer Science
5 1 (1.32%) Data Centre
5 1 (1.32%) Data Structures
5 1 (1.32%) NHS
5 1 (1.32%) Reference Data
5 1 (1.32%) Self-Motivation
5 1 (1.32%) Taxonomies
5 1 (1.32%) User Experience
Operating Systems
1 20 (26.32%) Linux
2 11 (14.47%) Unix
3 4 (5.26%) Red Hat Enterprise Linux
4 3 (3.95%) Windows
5 1 (1.32%) Oracle Linux
5 1 (1.32%) Windows Server
5 1 (1.32%) zOS
Processes & Methodologies
1 41 (53.95%) Agile Software Development
2 21 (27.63%) Open Source
3 19 (25.00%) Problem-Solving
4 16 (21.05%) ETL
5 14 (18.42%) Business Intelligence
5 14 (18.42%) Scrum
6 12 (15.79%) High Availability
6 12 (15.79%) Software Engineering
7 11 (14.47%) API Integration
8 10 (13.16%) OO
8 10 (13.16%) Test Automation
9 9 (11.84%) Continuous Delivery
9 9 (11.84%) Data Migration
9 9 (11.84%) Data Modelling
9 9 (11.84%) DevOps
9 9 (11.84%) Mentoring
9 9 (11.84%) Migration
9 9 (11.84%) OOP
9 9 (11.84%) SOA
9 9 (11.84%) Web Development
Programming Languages
1 27 (35.53%) Java
1 27 (35.53%) SQL
2 25 (32.89%) JavaScript
3 16 (21.05%) Python
4 12 (15.79%) PHP
5 7 (9.21%) Scala
5 7 (9.21%) T-SQL
6 6 (7.89%) Apex Code
6 6 (7.89%) Shell Script
6 6 (7.89%) SOQL
7 5 (6.58%) Ruby
8 3 (3.95%) C#
8 3 (3.95%) COBOL
8 3 (3.95%) Java 8
8 3 (3.95%) VB
9 2 (2.63%) Perl
9 2 (2.63%) PL/SQL
9 2 (2.63%) VBA
10 1 (1.32%) C
10 1 (1.32%) VB.NET
Qualifications
1 9 (11.84%) Degree
2 2 (2.63%) SC Cleared
2 2 (2.63%) Security Cleared
3 1 (1.32%) Computer Science Degree
Quality Assurance & Compliance
1 4 (5.26%) QA
2 3 (3.95%) Data Quality
2 3 (3.95%) PCI DSS
3 1 (1.32%) GCP
3 1 (1.32%) PMO
System Software
1 9 (11.84%) Docker
2 6 (7.89%) VMware Infrastructure
2 6 (7.89%) VMware Server
3 1 (1.32%) Oracle RAC
Systems Management
1 10 (13.16%) Opscode Chef
2 9 (11.84%) Puppet
3 5 (6.58%) Ansible
4 2 (2.63%) CA Wily
4 2 (2.63%) Kubernetes
4 2 (2.63%) OpenView
5 1 (1.32%) Data Guard
5 1 (1.32%) Failover Clustering
5 1 (1.32%) Oracle RMAN
5 1 (1.32%) Single Sign-On
5 1 (1.32%) Terraform
Vendors
1 32 (42.11%) Oracle
2 7 (9.21%) VMware
3 6 (7.89%) Salesforce.com
4 5 (6.58%) Splunk
5 4 (5.26%) MapR
6 3 (3.95%) Cadence
6 3 (3.95%) Zend
7 2 (2.63%) HP
7 2 (2.63%) Microsoft
7 2 (2.63%) MuleSoft
7 2 (2.63%) Nimsoft
8 1 (1.32%) BMC
8 1 (1.32%) Cloudera
8 1 (1.32%) Hortonworks
8 1 (1.32%) Red Hat
8 1 (1.32%) ServiceNow
8 1 (1.32%) Tableau