Period
to 18 September 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 September 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 Sep 2018
Same period 2017 Same period 2016
Rank 97 70 81
Rank change year-on-year -27 +11 +18
Contract jobs citing Relational Database 70 79 107
As % of all contract IT jobs advertised in West Yorkshire 2.00% 2.77% 2.73%
As % of the Database & Business Intelligence category 8.16% 11.35% 11.51%
Number of daily rates quoted 42 48 66
West Yorkshire median daily rate £425 £425 £425
10th Percentile £303 £317 £331
90th Percentile £536 £541 £538
Yorkshire median daily rate £425 £425 £425
Number of hourly rates quoted 1 0 1
West Yorkshire median hourly rate £16.61 - £16.09
Yorkshire median hourly rate £16.61 - £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 858 696 930
As % of all contract IT jobs advertised in West Yorkshire 24.48% 24.40% 23.75%
Number of daily rates quoted 601 484 652
West Yorkshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £319 £308 £290
90th Percentile £550 £536 £509
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +8.57%
Number of hourly rates quoted 14 5 9
West Yorkshire median hourly rate £17.00 £17.50 £14.50
Median hourly rate % change year-on-year -2.86% +20.69% -17.14%
10th Percentile £12.70 £13.22 £13.35
90th Percentile £33.53 £24.30 £63.70
Yorkshire median hourly rate £17.00 £17.50 £13.50
% change year-on-year -2.86% +29.63% -22.86%

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 September 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 September 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 +9 67 £425 - 12
Halifax 0 2 £305 -1.61%
Relational Database
Yorkshire

For the 6 months to 18 September 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 34 (48.57%) Agile Software Development
2 31 (44.29%) SQL
2 31 (44.29%) RDBMS
3 23 (32.86%) NoSQL
4 22 (31.43%) Business Intelligence
5 20 (28.57%) Java
6 19 (27.14%) Oracle
7 18 (25.71%) SQL Server
7 18 (25.71%) MySQL
7 18 (25.71%) Problem-Solving
8 16 (22.86%) OO
9 15 (21.43%) Unix
9 15 (21.43%) Linux
9 15 (21.43%) OOP
9 15 (21.43%) Software Engineering
9 15 (21.43%) Kafka
9 15 (21.43%) Analytical Skills
10 14 (20.00%) Big Data
10 14 (20.00%) Data Warehouse
10 14 (20.00%) ETL
11 13 (18.57%) JavaScript
11 13 (18.57%) HTML
11 13 (18.57%) Hadoop
12 12 (17.14%) Open Source
12 12 (17.14%) Web Services
12 12 (17.14%) Apache Spark
13 11 (15.71%) Apache Hive
13 11 (15.71%) HBase
13 11 (15.71%) Scala
13 11 (15.71%) SQL Server Integration Services

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 12 (17.14%) Apache Spark
2 3 (4.29%) Apache
2 3 (4.29%) SAS
2 3 (4.29%) Tomcat
3 2 (2.86%) Anypoint
3 2 (2.86%) Oracle HTTP Server
3 2 (2.86%) WebLogic
3 2 (2.86%) WebLogic Portal
4 1 (1.43%) CMS
4 1 (1.43%) Confluence
4 1 (1.43%) Elasticsearch
4 1 (1.43%) Oracle SOA Suite
4 1 (1.43%) SharePoint
Applications
1 5 (7.14%) Microsoft Excel
2 2 (2.86%) Microsoft Office
2 2 (2.86%) Microsoft PowerPoint
3 1 (1.43%) Spreadsheet
Business Applications
1 2 (2.86%) Oracle EBS
Cloud Services
1 9 (12.86%) Amazon AWS
2 4 (5.71%) Force.com
2 4 (5.71%) Salesforce Service Cloud
3 3 (4.29%) Amazon EC2
3 3 (4.29%) Amazon EMR
3 3 (4.29%) Amazon Glacier
3 3 (4.29%) Amazon S3
3 3 (4.29%) AWS CloudFormation
3 3 (4.29%) CloudFront
3 3 (4.29%) GitHub
3 3 (4.29%) Trello
3 3 (4.29%) Virtual Private Cloud
4 2 (2.86%) PaaS
5 1 (1.43%) Google Cloud Platform
Communications & Networking
1 6 (8.57%) HTTP
2 1 (1.43%) DHCP
2 1 (1.43%) DNS
2 1 (1.43%) FTP
2 1 (1.43%) IPsec
2 1 (1.43%) SSL
2 1 (1.43%) TCP/IP
Database & Business Intelligence
1 31 (44.29%) RDBMS
2 23 (32.86%) NoSQL
3 18 (25.71%) MySQL
3 18 (25.71%) SQL Server
4 14 (20.00%) Big Data
4 14 (20.00%) Data Warehouse
5 13 (18.57%) Hadoop
6 11 (15.71%) Apache Hive
6 11 (15.71%) HBase
6 11 (15.71%) SQL Server Integration Services
7 10 (14.29%) MongoDB
7 10 (14.29%) PostgreSQL
8 9 (12.86%) SQL Server Reporting Services
9 6 (8.57%) Oracle Database
9 6 (8.57%) SQL Server Analysis Services
10 5 (7.14%) SQL Server 2008
11 4 (5.71%) Apache Cassandra
11 4 (5.71%) SQL Server 2012
11 4 (5.71%) SQL Server 2014
12 3 (4.29%) SQL Server 2016
Development Applications
1 9 (12.86%) Git (software)
2 4 (5.71%) JIRA
2 4 (5.71%) Oracle APEX
2 4 (5.71%) Subversion
3 3 (4.29%) PHPUnit
4 2 (2.86%) Atlassian Bamboo
4 2 (2.86%) Jenkins
4 2 (2.86%) JUnit
4 2 (2.86%) Mockito
4 2 (2.86%) Octopus Deploy
4 2 (2.86%) Oracle Forms
4 2 (2.86%) ProC
4 2 (2.86%) SoapUI
4 2 (2.86%) SpecFlow
4 2 (2.86%) SQL Server Management Studio (SSMS)
4 2 (2.86%) TeamCity
5 1 (1.43%) Eclipse
5 1 (1.43%) GitLab
5 1 (1.43%) IntelliJ
5 1 (1.43%) Maven
General
1 5 (7.14%) Finance
2 4 (5.71%) Marketing
3 2 (2.86%) Retail
4 1 (1.43%) Banking
Job Titles
1 27 (38.57%) Developer
2 12 (17.14%) Software Engineer
3 7 (10.00%) Analyst
4 6 (8.57%) Architect
4 6 (8.57%) DBA
5 5 (7.14%) PHP Developer
6 4 (5.71%) Salesforce Developer
6 4 (5.71%) SQL DBA
6 4 (5.71%) SQL Developer
6 4 (5.71%) SQL Server DBA
7 3 (4.29%) Administrator
7 3 (4.29%) Applications Support
7 3 (4.29%) Data Engineer
7 3 (4.29%) Java Developer
7 3 (4.29%) MySQL DBA
7 3 (4.29%) PHP Software Engineer
7 3 (4.29%) Senior Developer
8 2 (2.86%) Consultant
8 2 (2.86%) Support Analyst
8 2 (2.86%) Test Analyst
Libraries, Frameworks & Software Standards
1 15 (21.43%) Kafka
2 13 (18.57%) HTML
3 12 (17.14%) Web Services
4 10 (14.29%) CSS
5 9 (12.86%) SOAP
6 8 (11.43%) REST
7 7 (10.00%) XML
8 6 (8.57%) JSON
9 5 (7.14%) RabbitMQ
9 5 (7.14%) RESTful
10 4 (5.71%) jQuery
10 4 (5.71%) Middleware
10 4 (5.71%) Visualforce
11 3 (4.29%) Doctrine
11 3 (4.29%) Hibernate
11 3 (4.29%) HTML5
11 3 (4.29%) LAMP
11 3 (4.29%) Spring
11 3 (4.29%) Symfony
12 2 (2.86%) Dropwizard
Miscellaneous
1 15 (21.43%) Analytical Skills
2 4 (5.71%) Linux Command Line
2 4 (5.71%) NHS
3 3 (4.29%) Greenfield Project
3 3 (4.29%) User Experience
4 2 (2.86%) Mainframe
4 2 (2.86%) Management Information System
5 1 (1.43%) CMDB
5 1 (1.43%) Computer Science
5 1 (1.43%) Data Centre
5 1 (1.43%) Data Structures
5 1 (1.43%) Taxonomies
Operating Systems
1 15 (21.43%) Linux
1 15 (21.43%) Unix
2 5 (7.14%) Red Hat Enterprise Linux
3 2 (2.86%) Mac OS X
3 2 (2.86%) Oracle Linux
3 2 (2.86%) Windows
4 1 (1.43%) Windows Server
4 1 (1.43%) zOS
Processes & Methodologies
1 34 (48.57%) Agile Software Development
2 22 (31.43%) Business Intelligence
3 18 (25.71%) Problem-Solving
4 16 (22.86%) OO
5 15 (21.43%) OOP
5 15 (21.43%) Software Engineering
6 14 (20.00%) ETL
7 12 (17.14%) Open Source
8 9 (12.86%) High Availability
9 8 (11.43%) Test Automation
10 7 (10.00%) Configuration Management
10 7 (10.00%) Data Management
10 7 (10.00%) Data Modelling
10 7 (10.00%) DevOps
10 7 (10.00%) Scrum
10 7 (10.00%) TDD
11 6 (8.57%) Kimball Methodology
11 6 (8.57%) Microservices
11 6 (8.57%) Migration
11 6 (8.57%) Web Development
Programming Languages
1 31 (44.29%) SQL
2 20 (28.57%) Java
3 13 (18.57%) JavaScript
4 11 (15.71%) Scala
5 10 (14.29%) T-SQL
6 8 (11.43%) PHP
6 8 (11.43%) Python
7 6 (8.57%) C#
8 5 (7.14%) Shell Script
9 4 (5.71%) Apex Code
9 4 (5.71%) SOQL
10 3 (4.29%) C++
10 3 (4.29%) COBOL
10 3 (4.29%) Perl
10 3 (4.29%) PL/SQL
10 3 (4.29%) VB
11 2 (2.86%) C
11 2 (2.86%) Ruby
11 2 (2.86%) VBA
12 1 (1.43%) R
Qualifications
1 6 (8.57%) Degree
2 2 (2.86%) SC Cleared
2 2 (2.86%) Security Cleared
3 1 (1.43%) Computer Science Degree
Quality Assurance & Compliance
1 6 (8.57%) Data Quality
2 3 (4.29%) QA
3 2 (2.86%) PCI DSS
3 2 (2.86%) PMO
4 1 (1.43%) GCP
4 1 (1.43%) GDPR
System Software
1 8 (11.43%) Docker
2 2 (2.86%) Oracle RAC
3 1 (1.43%) Virtual Machines
3 1 (1.43%) VMware Infrastructure
3 1 (1.43%) VMware Server
Systems Management
1 7 (10.00%) Opscode Chef
2 5 (7.14%) Puppet
3 2 (2.86%) Ansible
3 2 (2.86%) Data Guard
3 2 (2.86%) Failover Clustering
3 2 (2.86%) Oracle RMAN
3 2 (2.86%) Terraform
4 1 (1.43%) Kubernetes
4 1 (1.43%) Single Sign-On
Vendors
1 19 (27.14%) Oracle
2 9 (12.86%) MapR
3 4 (5.71%) Salesforce.com
3 4 (5.71%) ServiceNow
3 4 (5.71%) Splunk
4 3 (4.29%) Zend
5 2 (2.86%) Cloudera
5 2 (2.86%) Hortonworks
5 2 (2.86%) Microsoft
5 2 (2.86%) MuleSoft
5 2 (2.86%) Red Hat
5 2 (2.86%) VMware
6 1 (1.43%) BMC
6 1 (1.43%) Cadence