Period
to 23 January 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 23 January 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
23 Jan 2018
Same period 2017 Same period 2016
Rank 101 69 76
Rank change year-on-year -32 +7 -20
Contract jobs citing Relational Database 34 73 79
As % of all contract IT jobs advertised in Leeds 1.51% 3.10% 2.62%
As % of the Database & Business Intelligence category 5.95% 11.59% 10.79%
Number of daily rates quoted 36 44 58
Leeds median daily rate £425 £411 £435
Median daily rate % change year-on-year +3.34% -5.46% +8.75%
10th Percentile £313 £325 £296
90th Percentile £550 £532 £530
West Yorkshire median daily rate £425 £410 £430
% change year-on-year +3.66% -4.65% +12.42%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West 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 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 571 630 732
As % of all contract IT jobs advertised in Leeds 25.43% 26.74% 24.28%
Number of daily rates quoted 419 430 489
Leeds median daily rate £400 £383 £380
Median daily rate % change year-on-year +4.58% +0.66% +12.59%
10th Percentile £300 £296 £285
90th Percentile £538 £538 £525
West Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 0 6 5
Leeds median hourly rate - £22.00 £17.50
Median hourly rate % change year-on-year - +25.71% +9.38%
West Yorkshire median hourly rate - £21.19 £19.50
% change year-on-year - +8.65% +6.12%

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 23 January 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 23 January 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 23 (67.65%) SQL
2 16 (47.06%) Java
3 14 (41.18%) Oracle
3 14 (41.18%) Agile Software Development
4 10 (29.41%) Unix
4 10 (29.41%) NoSQL
5 8 (23.53%) Python
5 8 (23.53%) Data Modelling
5 8 (23.53%) SQL Server
5 8 (23.53%) Data Integration
6 7 (20.59%) QA
6 7 (20.59%) Software Engineering
6 7 (20.59%) MySQL
6 7 (20.59%) Web Services
6 7 (20.59%) Data Warehouse
6 7 (20.59%) Change Management
6 7 (20.59%) RabbitMQ
6 7 (20.59%) Open Source
6 7 (20.59%) Continuous Improvement
7 6 (17.65%) Apache Cassandra
7 6 (17.65%) Oracle Database
7 6 (17.65%) Analytical Skills
7 6 (17.65%) Collaborative Working
7 6 (17.65%) RDBMS
7 6 (17.65%) Microsoft
7 6 (17.65%) ETL
7 6 (17.65%) Tomcat
7 6 (17.65%) Data Analysis
7 6 (17.65%) Spring
7 6 (17.65%) Data Architecture

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 6 (17.65%) Tomcat
2 3 (8.82%) Apache Spark
2 3 (8.82%) SAS
3 2 (5.88%) Confluence
4 1 (2.94%) Apache Pig
4 1 (2.94%) Elasticsearch
4 1 (2.94%) JBoss
4 1 (2.94%) Jupyter
4 1 (2.94%) Oracle SOA Suite
Applications
1 4 (11.76%) Microsoft Excel
Cloud Services
1 2 (5.88%) Amazon AWS
2 1 (2.94%) AWS CloudFormation
2 1 (2.94%) CloudFront
2 1 (2.94%) Google Analytics
Communications & Networking
1 2 (5.88%) HTTP
2 1 (2.94%) Internet
2 1 (2.94%) SMS
2 1 (2.94%) SSH
2 1 (2.94%) TCP/IP
Database & Business Intelligence
1 10 (29.41%) NoSQL
2 8 (23.53%) SQL Server
3 7 (20.59%) Data Warehouse
3 7 (20.59%) MySQL
4 6 (17.65%) Apache Cassandra
4 6 (17.65%) Oracle Database
4 6 (17.65%) RDBMS
5 5 (14.71%) Big Data
5 5 (14.71%) SQL Server Integration Services
6 4 (11.76%) Hadoop
6 4 (11.76%) MongoDB
7 3 (8.82%) PostgreSQL
8 2 (5.88%) Apache Hive
8 2 (5.88%) HBase
8 2 (5.88%) SQL Server 2012
8 2 (5.88%) SQL Server Reporting Services
9 1 (2.94%) Amazon DynamoDB
9 1 (2.94%) Bigtable
9 1 (2.94%) MariaDB
9 1 (2.94%) Power BI
Development Applications
1 5 (14.71%) Git (software)
2 4 (11.76%) Jenkins
3 3 (8.82%) JIRA
3 3 (8.82%) Subversion
4 2 (5.88%) JUnit
5 1 (2.94%) Eclipse
5 1 (2.94%) Maven
5 1 (2.94%) PHPUnit
General
1 4 (11.76%) Finance
2 3 (8.82%) Banking
3 2 (5.88%) Retail Banking
4 1 (2.94%) Games
4 1 (2.94%) Retail
Job Titles
1 10 (29.41%) Developer
2 6 (17.65%) Software Engineer
3 5 (14.71%) Data Engineer
3 5 (14.71%) Senior Data Engineer
4 4 (11.76%) Architect
4 4 (11.76%) Consultant
4 4 (11.76%) SQL Developer
5 3 (8.82%) Analyst
5 3 (8.82%) IT Analyst
5 3 (8.82%) IT Support
5 3 (8.82%) IT Support Analyst
5 3 (8.82%) Java Engineer
5 3 (8.82%) Java Software Engineer
5 3 (8.82%) Oracle Consultant
5 3 (8.82%) Solutions Architect
5 3 (8.82%) Support Analyst
6 2 (5.88%) Business Intelligence Architect
6 2 (5.88%) Business Intelligence Solutions Architect
6 2 (5.88%) Scala Developer
6 2 (5.88%) SQL BI Architect
Libraries, Frameworks & Software Standards
1 7 (20.59%) RabbitMQ
1 7 (20.59%) Web Services
2 6 (17.65%) Spring
3 5 (14.71%) HTML
4 4 (11.76%) CSS
4 4 (11.76%) JSON
4 4 (11.76%) Kafka
4 4 (11.76%) REST
4 4 (11.76%) RESTful
5 3 (8.82%) Ajax
5 3 (8.82%) HTML5
5 3 (8.82%) Node.js
5 3 (8.82%) Play Framework
6 2 (5.88%) CSS3
6 2 (5.88%) Django
6 2 (5.88%) Guice
6 2 (5.88%) jQuery
6 2 (5.88%) Ruby on Rails
6 2 (5.88%) Spring Boot
7 1 (2.94%) Dropwizard
Miscellaneous
1 6 (17.65%) Analytical Skills
2 2 (5.88%) Enterprise Software
2 2 (5.88%) Greenfield Project
3 1 (2.94%) Client/Server
3 1 (2.94%) NHS
3 1 (2.94%) Reference Data
Operating Systems
1 10 (29.41%) Unix
2 5 (14.71%) Linux
Processes & Methodologies
1 14 (41.18%) Agile Software Development
2 8 (23.53%) Data Integration
2 8 (23.53%) Data Modelling
3 7 (20.59%) Change Management
3 7 (20.59%) Continuous Improvement
3 7 (20.59%) Open Source
3 7 (20.59%) Software Engineering
4 6 (17.65%) Collaborative Working
4 6 (17.65%) Data Analysis
4 6 (17.65%) Data Architecture
4 6 (17.65%) ETL
5 5 (14.71%) Analytics
5 5 (14.71%) Continuous Integration
5 5 (14.71%) Data Engineering
5 5 (14.71%) Data Management
5 5 (14.71%) Data Reconciliation
5 5 (14.71%) Performance Tuning
5 5 (14.71%) Scrum
5 5 (14.71%) Test Automation
6 3 (8.82%) DevOps
Programming Languages
1 23 (67.65%) SQL
2 16 (47.06%) Java
3 8 (23.53%) Python
4 5 (14.71%) COBOL
4 5 (14.71%) PL/SQL
4 5 (14.71%) Ruby
4 5 (14.71%) Shell Script
5 4 (11.76%) JavaScript
5 4 (11.76%) Scala
6 3 (8.82%) C#
6 3 (8.82%) PHP
7 2 (5.88%) Kotlin
8 1 (2.94%) Bash Shell
8 1 (2.94%) C++
8 1 (2.94%) Go
8 1 (2.94%) R
Qualifications
1 3 (8.82%) Degree
2 1 (2.94%) BPSS Clearance
2 1 (2.94%) SAS Certification
Quality Assurance & Compliance
1 7 (20.59%) QA
2 2 (5.88%) Data Quality
3 1 (2.94%) PCI DSS
3 1 (2.94%) PMO
System Software
1 2 (5.88%) Docker
2 1 (2.94%) Active Directory
Systems Management
1 2 (5.88%) Ansible
1 2 (5.88%) Kubernetes
2 1 (2.94%) Opscode Chef
2 1 (2.94%) Puppet
Vendors
1 14 (41.18%) Oracle
2 6 (17.65%) Microsoft
3 5 (14.71%) Informatica
4 3 (8.82%) Google
5 2 (5.88%) Cadence
6 1 (2.94%) AppDynamics
6 1 (2.94%) Dynatrace
6 1 (2.94%) IBM
6 1 (2.94%) New Relic
6 1 (2.94%) Splunk
6 1 (2.94%) Tableau