Period
to 17 October 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 17 October 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
17 Oct 2018
Same period 2017 Same period 2016
Rank 86 89 64
Rank change year-on-year +3 -25 +24
Contract jobs citing Relational Database 55 43 93
As % of all contract IT jobs advertised in Leeds 2.29% 1.96% 3.38%
As % of the Database & Business Intelligence category 9.12% 7.24% 13.48%
Number of daily rates quoted 32 37 60
Leeds median daily rate £425 £425 £430
Median daily rate % change year-on-year - -1.16% -
10th Percentile £313 £313 £335
90th Percentile £525 £540 £538
West Yorkshire median daily rate £425 £425 £425
Number of hourly rates quoted 1 0 1
Leeds median hourly rate £16.61 - £16.09
West 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 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 603 594 690
As % of all contract IT jobs advertised in Leeds 25.06% 27.14% 25.07%
Number of daily rates quoted 433 430 480
Leeds median daily rate £425 £400 £378
Median daily rate % change year-on-year +6.25% +5.96% +4.86%
10th Percentile £325 £313 £296
90th Percentile £575 £534 £525
West Yorkshire median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% +4.02%
Number of hourly rates quoted 12 2 8
Leeds median hourly rate £17.00 £21.25 £15.30
Median hourly rate % change year-on-year -20.00% +38.93% -12.60%
10th Percentile £12.55 £17.98 £13.28
90th Percentile £32.20 £24.73 £31.50
West Yorkshire median hourly rate £17.00 £19.75 £16.09
% change year-on-year -13.92% +22.75% -8.06%

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 17 October 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 17 October 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 28 (50.91%) SQL
1 28 (50.91%) Agile Software Development
2 23 (41.82%) RDBMS
3 21 (38.18%) NoSQL
4 18 (32.73%) Java
5 17 (30.91%) Oracle
5 17 (30.91%) Business Intelligence
6 15 (27.27%) Problem-Solving
7 14 (25.45%) Unix
7 14 (25.45%) Linux
7 14 (25.45%) OOP
7 14 (25.45%) OO
8 13 (23.64%) SQL Server
8 13 (23.64%) ETL
8 13 (23.64%) Big Data
8 13 (23.64%) Kafka
8 13 (23.64%) Analytical Skills
9 12 (21.82%) Hadoop
9 12 (21.82%) Data Warehouse
9 12 (21.82%) Web Services
9 12 (21.82%) Software Engineering
10 11 (20.00%) Scala
10 11 (20.00%) Apache Spark
11 10 (18.18%) Apache Hive
11 10 (18.18%) Open Source
11 10 (18.18%) HBase
11 10 (18.18%) SQL Server Integration Services
11 10 (18.18%) MySQL
12 9 (16.36%) HTML
13 8 (14.55%) SQL Server Reporting Services

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 11 (20.00%) Apache Spark
2 3 (5.45%) Apache
2 3 (5.45%) SAS
2 3 (5.45%) Tomcat
3 2 (3.64%) Oracle HTTP Server
3 2 (3.64%) WebLogic
3 2 (3.64%) WebLogic Portal
4 1 (1.82%) Anypoint
4 1 (1.82%) CMS
4 1 (1.82%) Confluence
4 1 (1.82%) Oracle SOA Suite
4 1 (1.82%) SharePoint
Applications
1 3 (5.45%) Microsoft Excel
2 2 (3.64%) Microsoft Office
2 2 (3.64%) Microsoft PowerPoint
3 1 (1.82%) Spreadsheet
Business Applications
1 2 (3.64%) Oracle EBS
Cloud Services
1 6 (10.91%) Amazon AWS
2 3 (5.45%) Amazon EC2
2 3 (5.45%) Amazon EMR
2 3 (5.45%) Amazon Glacier
2 3 (5.45%) Amazon S3
2 3 (5.45%) Force.com
2 3 (5.45%) Salesforce Service Cloud
2 3 (5.45%) Virtual Private Cloud
3 1 (1.82%) AWS CloudFormation
3 1 (1.82%) CloudFront
3 1 (1.82%) PaaS
3 1 (1.82%) SaaS
Communications & Networking
1 6 (10.91%) HTTP
2 1 (1.82%) DHCP
2 1 (1.82%) DNS
2 1 (1.82%) FTP
2 1 (1.82%) IPsec
2 1 (1.82%) SSL
2 1 (1.82%) TCP/IP
Database & Business Intelligence
1 23 (41.82%) RDBMS
2 21 (38.18%) NoSQL
3 13 (23.64%) Big Data
3 13 (23.64%) SQL Server
4 12 (21.82%) Data Warehouse
4 12 (21.82%) Hadoop
5 10 (18.18%) Apache Hive
5 10 (18.18%) HBase
5 10 (18.18%) MySQL
5 10 (18.18%) SQL Server Integration Services
6 8 (14.55%) SQL Server Reporting Services
7 7 (12.73%) MongoDB
8 6 (10.91%) Oracle Database
8 6 (10.91%) SQL Server Analysis Services
9 5 (9.09%) PostgreSQL
10 4 (7.27%) SQL Server 2012
10 4 (7.27%) SQL Server 2014
11 3 (5.45%) Amazon Aurora
11 3 (5.45%) Amazon Redshift
11 3 (5.45%) Apache Cassandra
Development Applications
1 4 (7.27%) Git (software)
2 3 (5.45%) Octopus Deploy
2 3 (5.45%) Oracle APEX
2 3 (5.45%) Subversion
2 3 (5.45%) TeamCity
3 2 (3.64%) Atlassian Bamboo
3 2 (3.64%) Jenkins
3 2 (3.64%) Oracle Forms
3 2 (3.64%) ProC
3 2 (3.64%) SoapUI
3 2 (3.64%) SpecFlow
4 1 (1.82%) Eclipse
4 1 (1.82%) GitLab
4 1 (1.82%) IntelliJ
4 1 (1.82%) JIRA
4 1 (1.82%) JUnit
4 1 (1.82%) Maven
4 1 (1.82%) Mockito
4 1 (1.82%) PHPUnit
4 1 (1.82%) YouTrack
General
1 3 (5.45%) Finance
1 3 (5.45%) Marketing
2 1 (1.82%) Banking
2 1 (1.82%) Pharmaceutical
2 1 (1.82%) Retail
Job Titles
1 17 (30.91%) Developer
2 9 (16.36%) Software Engineer
3 8 (14.55%) Analyst
4 6 (10.91%) DBA
5 5 (9.09%) Architect
6 4 (7.27%) SQL DBA
6 4 (7.27%) SQL Server DBA
7 3 (5.45%) Administrator
7 3 (5.45%) Java Developer
7 3 (5.45%) MySQL DBA
7 3 (5.45%) Salesforce Developer
8 2 (3.64%) Applications Support
8 2 (3.64%) Business Intelligence Developer
8 2 (3.64%) Consultant
8 2 (3.64%) Designer
8 2 (3.64%) IT Support
8 2 (3.64%) Solutions Architect
8 2 (3.64%) SQL Developer
8 2 (3.64%) Support Analyst
8 2 (3.64%) Test Analyst
Libraries, Frameworks & Software Standards
1 13 (23.64%) Kafka
2 12 (21.82%) Web Services
3 9 (16.36%) HTML
4 8 (14.55%) SOAP
5 7 (12.73%) REST
6 6 (10.91%) CSS
6 6 (10.91%) XML
7 5 (9.09%) JSON
8 4 (7.27%) RabbitMQ
8 4 (7.27%) Spring
9 3 (5.45%) Hibernate
9 3 (5.45%) RESTful
9 3 (5.45%) Visualforce
10 2 (3.64%) .NET
10 2 (3.64%) ActiveMQ
10 2 (3.64%) Ajax
10 2 (3.64%) JAX-RS
10 2 (3.64%) jQuery
10 2 (3.64%) Middleware
10 2 (3.64%) OC4J
Miscellaneous
1 13 (23.64%) Analytical Skills
2 4 (7.27%) NHS
3 3 (5.45%) Linux Command Line
3 3 (5.45%) User Experience
4 2 (3.64%) Mainframe
4 2 (3.64%) Management Information System
5 1 (1.82%) Client/Server
5 1 (1.82%) CMDB
5 1 (1.82%) Data Centre
5 1 (1.82%) Data Structures
5 1 (1.82%) Greenfield Project
5 1 (1.82%) Self-Motivation
5 1 (1.82%) Taxonomies
Operating Systems
1 14 (25.45%) Linux
1 14 (25.45%) Unix
2 5 (9.09%) Red Hat Enterprise Linux
3 2 (3.64%) Mac OS X
3 2 (3.64%) Oracle Linux
3 2 (3.64%) Windows
4 1 (1.82%) Windows Server
4 1 (1.82%) zOS
Processes & Methodologies
1 28 (50.91%) Agile Software Development
2 17 (30.91%) Business Intelligence
3 15 (27.27%) Problem-Solving
4 14 (25.45%) OO
4 14 (25.45%) OOP
5 13 (23.64%) ETL
6 12 (21.82%) Software Engineering
7 10 (18.18%) Open Source
8 8 (14.55%) Scrum
8 8 (14.55%) Test Automation
9 6 (10.91%) High Availability
9 6 (10.91%) Migration
9 6 (10.91%) Waterfall
10 5 (9.09%) Analytics
10 5 (9.09%) Data Migration
10 5 (9.09%) Data Modelling
10 5 (9.09%) DevOps
10 5 (9.09%) Functional Programming
10 5 (9.09%) Kimball Methodology
10 5 (9.09%) Test Scripting
Programming Languages
1 28 (50.91%) SQL
2 18 (32.73%) Java
3 11 (20.00%) Scala
4 7 (12.73%) JavaScript
4 7 (12.73%) Python
4 7 (12.73%) T-SQL
5 5 (9.09%) C#
6 4 (7.27%) Shell Script
7 3 (5.45%) Apex Code
7 3 (5.45%) C++
7 3 (5.45%) COBOL
7 3 (5.45%) Perl
7 3 (5.45%) SOQL
8 2 (3.64%) C
8 2 (3.64%) PL/SQL
9 1 (1.82%) Java 8
9 1 (1.82%) PHP
9 1 (1.82%) Ruby
9 1 (1.82%) VB
Qualifications
1 5 (9.09%) Degree
2 1 (1.82%) Computer Science Degree
2 1 (1.82%) SC Cleared
2 1 (1.82%) Security Cleared
Quality Assurance & Compliance
1 6 (10.91%) Data Quality
2 3 (5.45%) QA
3 2 (3.64%) PCI DSS
4 1 (1.82%) GDPR
4 1 (1.82%) PMO
4 1 (1.82%) SNOMED CT
System Software
1 2 (3.64%) Docker
1 2 (3.64%) Oracle RAC
2 1 (1.82%) Virtual Machines
2 1 (1.82%) VMware Infrastructure
2 1 (1.82%) VMware Server
Systems Management
1 5 (9.09%) Opscode Chef
2 3 (5.45%) Puppet
3 2 (3.64%) Ansible
3 2 (3.64%) Data Guard
3 2 (3.64%) Failover Clustering
3 2 (3.64%) Oracle RMAN
3 2 (3.64%) Terraform
4 1 (1.82%) Single Sign-On
Vendors
1 17 (30.91%) Oracle
2 8 (14.55%) MapR
3 4 (7.27%) ServiceNow
3 4 (7.27%) Splunk
4 3 (5.45%) Salesforce.com
5 2 (3.64%) Cloudera
5 2 (3.64%) Hortonworks
5 2 (3.64%) Microsoft
5 2 (3.64%) Red Hat
5 2 (3.64%) VMware
6 1 (1.82%) BMC
6 1 (1.82%) Cadence
6 1 (1.82%) MuleSoft