Period
to 22 July 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 22 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
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 84 76 81
Rank change year-on-year -8 +5 -1
Contract jobs citing Relational Database 68 60 80
As % of all contract IT jobs advertised in Leeds 2.69% 2.77% 2.68%
As % of the Database & Business Intelligence category 10.27% 10.95% 11.03%
Number of daily rates quoted 41 33 60
Leeds median daily rate £425 £400 £430
Median daily rate % change year-on-year +6.25% -6.98% +3.61%
10th Percentile £313 £313 £349
90th Percentile £525 £534 £570
West Yorkshire median daily rate £420 £413 £428
% change year-on-year +1.79% -3.51% +3.64%
Number of hourly rates quoted 0 0 1
Leeds median hourly rate - - £16.09
West 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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 662 548 725
As % of all contract IT jobs advertised in Leeds 26.20% 25.27% 24.30%
Number of daily rates quoted 476 378 532
Leeds median daily rate £400 £400 £400
10th Percentile £313 £308 £300
90th Percentile £538 £507 £527
West Yorkshire median daily rate £400 £400 £385
% change year-on-year - +3.90% +10.00%
Number of hourly rates quoted 5 3 2
Leeds median hourly rate £24.00 £19.00 £15.30
Median hourly rate % change year-on-year +26.32% +24.22% -22.56%
10th Percentile £12.80 £17.30 £14.43
90th Percentile £33.45 £24.50 £15.96
West Yorkshire median hourly rate £24.00 £19.00 £16.09
% change year-on-year +26.32% +18.09% -18.53%

Relational Database
Job Vacancy Trend in Leeds

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

Job vacancy trend for Relational Database in Leeds

Relational Database
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Relational Database in Leeds

Relational Database
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Relational Database in Leeds over the 6 months to 22 July 2018.

Contractor daily rate histogram for Relational Database in Leeds

Relational Database
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Relational Database in Leeds

For the 6 months to 22 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 Leeds region with a requirement for Relational Database.

1 38 (55.88%) Agile Software Development
2 28 (41.18%) Oracle
3 26 (38.24%) RDBMS
4 25 (36.76%) Java
5 24 (35.29%) NoSQL
6 23 (33.82%) SQL
7 20 (29.41%) JavaScript
7 20 (29.41%) Open Source
8 19 (27.94%) HTML
8 19 (27.94%) Linux
8 19 (27.94%) Problem-Solving
9 18 (26.47%) MySQL
10 16 (23.53%) SQL Server
10 16 (23.53%) Analytical Skills
11 15 (22.06%) SOAP
11 15 (22.06%) XML
11 15 (22.06%) ETL
11 15 (22.06%) Big Data
12 14 (20.59%) Python
12 14 (20.59%) Web Services
13 13 (19.12%) CSS
13 13 (19.12%) Scrum
13 13 (19.12%) Software Engineering
13 13 (19.12%) REST
13 13 (19.12%) Kafka
13 13 (19.12%) Hadoop
14 12 (17.65%) Git (software)
14 12 (17.65%) MongoDB
14 12 (17.65%) Business Intelligence
14 12 (17.65%) OO

Relational Database
Co-occurring IT Skills in Leeds 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 9 (13.24%) Apache Spark
2 8 (11.76%) Apache
3 6 (8.82%) Oracle SOA Suite
4 4 (5.88%) Elasticsearch
5 3 (4.41%) Apache Pig
5 3 (4.41%) Tomcat
6 2 (2.94%) Anypoint
6 2 (2.94%) Confluence
6 2 (2.94%) SAS
7 1 (1.47%) CMS
7 1 (1.47%) Oracle HTTP Server
7 1 (1.47%) SharePoint
7 1 (1.47%) WebLogic
7 1 (1.47%) WebLogic Portal
Applications
1 3 (4.41%) Microsoft Excel
2 2 (2.94%) Microsoft Office
2 2 (2.94%) Microsoft PowerPoint
Business Applications
1 1 (1.47%) Oracle EBS
Cloud Services
1 11 (16.18%) Amazon AWS
2 6 (8.82%) AWS CloudFormation
2 6 (8.82%) CloudFront
2 6 (8.82%) Force.com
2 6 (8.82%) Salesforce Service Cloud
3 3 (4.41%) Amazon EC2
3 3 (4.41%) Amazon EMR
3 3 (4.41%) Amazon Glacier
3 3 (4.41%) Amazon S3
3 3 (4.41%) GitHub
3 3 (4.41%) Trello
3 3 (4.41%) Virtual Private Cloud
4 2 (2.94%) PaaS
5 1 (1.47%) Google Cloud Platform
Communications & Networking
1 7 (10.29%) HTTP
2 2 (2.94%) Internet
Database & Business Intelligence
1 26 (38.24%) RDBMS
2 24 (35.29%) NoSQL
3 18 (26.47%) MySQL
4 16 (23.53%) SQL Server
5 15 (22.06%) Big Data
6 13 (19.12%) Hadoop
7 12 (17.65%) MongoDB
8 11 (16.18%) Data Warehouse
9 9 (13.24%) PostgreSQL
9 9 (13.24%) SQL Server Integration Services
10 8 (11.76%) Apache Hive
10 8 (11.76%) HBase
11 6 (8.82%) Apache Cassandra
11 6 (8.82%) SQL Server Reporting Services
12 5 (7.35%) Oracle Database
13 4 (5.88%) SQL Server 2008
13 4 (5.88%) SQL Server 2016
14 3 (4.41%) Amazon Aurora
14 3 (4.41%) Amazon Redshift
15 2 (2.94%) Power BI
Development Applications
1 12 (17.65%) Git (software)
2 6 (8.82%) Oracle APEX
2 6 (8.82%) Subversion
3 5 (7.35%) JIRA
4 3 (4.41%) JUnit
4 3 (4.41%) Mockito
4 3 (4.41%) PHPUnit
5 2 (2.94%) Eclipse
5 2 (2.94%) Flyway
5 2 (2.94%) GitLab
5 2 (2.94%) IntelliJ
5 2 (2.94%) Jenkins
5 2 (2.94%) Maven
6 1 (1.47%) Atlassian Bamboo
6 1 (1.47%) Octopus Deploy
6 1 (1.47%) Oracle Forms
6 1 (1.47%) ProC
6 1 (1.47%) SpecFlow
6 1 (1.47%) TeamCity
General
1 6 (8.82%) Marketing
2 4 (5.88%) Banking
3 3 (4.41%) Finance
4 2 (2.94%) Games
5 1 (1.47%) Retail
Job Titles
1 25 (36.76%) Developer
2 13 (19.12%) Software Engineer
3 12 (17.65%) Architect
4 6 (8.82%) Java Architect
4 6 (8.82%) Java Solutions Architect
4 6 (8.82%) Salesforce Developer
4 6 (8.82%) Solutions Architect
5 5 (7.35%) Analyst
5 5 (7.35%) Data Engineer
5 5 (7.35%) PHP Developer
6 4 (5.88%) PHP Software Engineer
6 4 (5.88%) SQL Developer
7 3 (4.41%) Applications Support
7 3 (4.41%) Big Data Engineer
7 3 (4.41%) Data Architect
7 3 (4.41%) Java Developer
7 3 (4.41%) Lead Software Engineer
7 3 (4.41%) NoSQL Engineer
7 3 (4.41%) Senior Developer
8 2 (2.94%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 19 (27.94%) HTML
2 15 (22.06%) SOAP
2 15 (22.06%) XML
3 14 (20.59%) Web Services
4 13 (19.12%) CSS
4 13 (19.12%) Kafka
4 13 (19.12%) REST
5 10 (14.71%) JSON
6 9 (13.24%) RESTful
6 9 (13.24%) Spring
7 8 (11.76%) ActiveMQ
7 8 (11.76%) HTML5
8 7 (10.29%) jQuery
8 7 (10.29%) Node.js
9 6 (8.82%) RabbitMQ
9 6 (8.82%) Visualforce
10 3 (4.41%) Hibernate
10 3 (4.41%) LAMP
10 3 (4.41%) Middleware
10 3 (4.41%) Symfony
Miscellaneous
1 16 (23.53%) Analytical Skills
2 6 (8.82%) Greenfield Project
2 6 (8.82%) Linux Command Line
3 2 (2.94%) Management Information System
4 1 (1.47%) CMDB
4 1 (1.47%) Computer Science
4 1 (1.47%) Data Centre
4 1 (1.47%) Data Structures
4 1 (1.47%) NHS
4 1 (1.47%) Reference Data
4 1 (1.47%) Taxonomies
Operating Systems
1 19 (27.94%) Linux
2 11 (16.18%) Unix
3 4 (5.88%) Red Hat Enterprise Linux
4 3 (4.41%) Windows
5 1 (1.47%) Oracle Linux
5 1 (1.47%) Windows Server
5 1 (1.47%) zOS
Processes & Methodologies
1 38 (55.88%) Agile Software Development
2 20 (29.41%) Open Source
3 19 (27.94%) Problem-Solving
4 15 (22.06%) ETL
5 13 (19.12%) Scrum
5 13 (19.12%) Software Engineering
6 12 (17.65%) Business Intelligence
6 12 (17.65%) OO
7 11 (16.18%) High Availability
7 11 (16.18%) OOP
8 10 (14.71%) API Integration
9 9 (13.24%) Continuous Delivery
9 9 (13.24%) Data Modelling
9 9 (13.24%) Test Automation
10 8 (11.76%) Data Migration
10 8 (11.76%) DevOps
10 8 (11.76%) Mentoring
10 8 (11.76%) Migration
10 8 (11.76%) SOA
10 8 (11.76%) Web Development
Programming Languages
1 25 (36.76%) Java
2 23 (33.82%) SQL
3 20 (29.41%) JavaScript
4 14 (20.59%) Python
5 11 (16.18%) PHP
6 9 (13.24%) Scala
7 6 (8.82%) Apex Code
7 6 (8.82%) Shell Script
7 6 (8.82%) SOQL
8 5 (7.35%) Ruby
8 5 (7.35%) T-SQL
9 3 (4.41%) C#
9 3 (4.41%) COBOL
9 3 (4.41%) Java 8
10 2 (2.94%) Perl
10 2 (2.94%) PL/SQL
11 1 (1.47%) C
11 1 (1.47%) VB
11 1 (1.47%) VB.NET
Qualifications
1 9 (13.24%) Degree
2 2 (2.94%) SC Cleared
2 2 (2.94%) Security Cleared
3 1 (1.47%) Computer Science Degree
Quality Assurance & Compliance
1 4 (5.88%) QA
2 3 (4.41%) PCI DSS
3 1 (1.47%) Data Quality
3 1 (1.47%) GCP
3 1 (1.47%) PMO
System Software
1 8 (11.76%) Docker
2 6 (8.82%) VMware Infrastructure
2 6 (8.82%) VMware Server
3 1 (1.47%) Oracle RAC
Systems Management
1 9 (13.24%) Opscode Chef
2 8 (11.76%) Puppet
3 4 (5.88%) Ansible
4 2 (2.94%) CA Wily
4 2 (2.94%) OpenView
5 1 (1.47%) Data Guard
5 1 (1.47%) Failover Clustering
5 1 (1.47%) Kubernetes
5 1 (1.47%) Oracle RMAN
5 1 (1.47%) Single Sign-On
5 1 (1.47%) Terraform
Vendors
1 28 (41.18%) Oracle
2 7 (10.29%) VMware
3 6 (8.82%) Salesforce.com
4 5 (7.35%) MapR
4 5 (7.35%) Splunk
5 3 (4.41%) Cadence
5 3 (4.41%) Zend
6 2 (2.94%) HP
6 2 (2.94%) Microsoft
6 2 (2.94%) MuleSoft
6 2 (2.94%) Nimsoft
7 1 (1.47%) BMC
7 1 (1.47%) Cloudera
7 1 (1.47%) Hortonworks
7 1 (1.47%) Red Hat
7 1 (1.47%) ServiceNow
7 1 (1.47%) Tableau