Period
to 14 November 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 14 November 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
14 Nov 2018
Same period 2017 Same period 2016
Rank 102 95 90
Rank change year-on-year -7 -5 +5
Contract jobs citing Relational Database 61 62 88
As % of all contract IT jobs advertised in West Yorkshire 1.78% 2.06% 2.40%
As % of the Database & Business Intelligence category 7.51% 8.55% 9.71%
Number of daily rates quoted 35 47 56
West Yorkshire median daily rate £425 £425 £425
10th Percentile £316 £313 £321
90th Percentile £533 £550 £519
Yorkshire median daily rate £425 £425 £425
Number of hourly rates quoted 2 0 0
West Yorkshire median hourly rate £20.80 - -
Yorkshire median hourly rate £20.80 - -

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 812 725 906
As % of all contract IT jobs advertised in West Yorkshire 23.68% 24.08% 24.70%
Number of daily rates quoted 558 503 616
West Yorkshire median daily rate £424 £400 £375
Median daily rate % change year-on-year +5.94% +6.67% -
10th Percentile £320 £305 £281
90th Percentile £563 £537 £513
Yorkshire median daily rate £410 £400 £380
% change year-on-year +2.50% +5.26% +2.36%
Number of hourly rates quoted 19 3 14
West Yorkshire median hourly rate £17.00 £22.00 £21.19
Median hourly rate % change year-on-year -22.73% +3.83% +21.07%
10th Percentile £13.09 £13.24 £13.50
90th Percentile £27.80 £24.90 £31.50
Yorkshire median hourly rate £17.25 £21.75 £14.00
% change year-on-year -20.69% +55.36% -20.00%

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 14 November 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 14 November 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 +25 54 £433 +1.76% 12
Bradford -17 2 £350 -17.65% 2
Wakefield -1 1 - - 2
Halifax - 1 £305 - 1
Relational Database
Yorkshire

For the 6 months to 14 November 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 33 (54.10%) SQL
2 28 (45.90%) Agile Software Development
3 26 (42.62%) RDBMS
4 22 (36.07%) NoSQL
5 20 (32.79%) Business Intelligence
6 18 (29.51%) SQL Server
7 17 (27.87%) Java
8 16 (26.23%) Oracle
8 16 (26.23%) Problem-Solving
9 15 (24.59%) ETL
9 15 (24.59%) Big Data
10 14 (22.95%) Hadoop
10 14 (22.95%) OOP
10 14 (22.95%) OO
11 13 (21.31%) Unix
11 13 (21.31%) Linux
11 13 (21.31%) Software Engineering
11 13 (21.31%) Kafka
11 13 (21.31%) Analytical Skills
12 12 (19.67%) Apache Hive
12 12 (19.67%) HBase
12 12 (19.67%) Apache Spark
12 12 (19.67%) Data Warehouse
13 11 (18.03%) Web Services
13 11 (18.03%) MySQL
13 11 (18.03%) Scala
14 10 (16.39%) SQL Server Integration Services
14 10 (16.39%) MapR
14 10 (16.39%) Python
15 9 (14.75%) Scrum

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 (19.67%) Apache Spark
2 5 (8.20%) SAS
3 2 (3.28%) Anypoint
3 2 (3.28%) Apache
3 2 (3.28%) Oracle HTTP Server
3 2 (3.28%) Tomcat
3 2 (3.28%) WebLogic
3 2 (3.28%) WebLogic Portal
4 1 (1.64%) CMS
4 1 (1.64%) Confluence
4 1 (1.64%) SharePoint
Applications
1 3 (4.92%) Microsoft Excel
2 2 (3.28%) Microsoft Office
3 1 (1.64%) Microsoft PowerPoint
3 1 (1.64%) Spreadsheet
Business Applications
1 2 (3.28%) Oracle EBS
Cloud Services
1 5 (8.20%) Amazon AWS
2 3 (4.92%) Amazon EC2
2 3 (4.92%) Amazon EMR
2 3 (4.92%) Amazon Glacier
2 3 (4.92%) Amazon S3
2 3 (4.92%) Force.com
2 3 (4.92%) Salesforce Service Cloud
2 3 (4.92%) Virtual Private Cloud
3 2 (3.28%) PaaS
4 1 (1.64%) SaaS
Communications & Networking
1 5 (8.20%) HTTP
2 1 (1.64%) DHCP
2 1 (1.64%) DNS
2 1 (1.64%) FTP
2 1 (1.64%) IPsec
2 1 (1.64%) SSL
2 1 (1.64%) TCP/IP
Database & Business Intelligence
1 26 (42.62%) RDBMS
2 22 (36.07%) NoSQL
3 18 (29.51%) SQL Server
4 15 (24.59%) Big Data
5 14 (22.95%) Hadoop
6 12 (19.67%) Apache Hive
6 12 (19.67%) Data Warehouse
6 12 (19.67%) HBase
7 11 (18.03%) MySQL
8 10 (16.39%) SQL Server Integration Services
9 8 (13.11%) MongoDB
9 8 (13.11%) SQL Server Reporting Services
10 7 (11.48%) PostgreSQL
11 6 (9.84%) SQL Server Analysis Services
12 5 (8.20%) Oracle Database
13 4 (6.56%) Apache Cassandra
13 4 (6.56%) SAS Enterprise Guide
13 4 (6.56%) SQL Server 2012
13 4 (6.56%) SQL Server 2014
14 3 (4.92%) Power BI
Development Applications
1 4 (6.56%) Git (software)
2 3 (4.92%) Octopus Deploy
2 3 (4.92%) Oracle APEX
2 3 (4.92%) Subversion
2 3 (4.92%) TeamCity
3 2 (3.28%) Atlassian Bamboo
3 2 (3.28%) Jenkins
3 2 (3.28%) Oracle Forms
3 2 (3.28%) ProC
3 2 (3.28%) SoapUI
3 2 (3.28%) SpecFlow
4 1 (1.64%) Eclipse
4 1 (1.64%) IntelliJ
4 1 (1.64%) JIRA
4 1 (1.64%) JUnit
4 1 (1.64%) Maven
4 1 (1.64%) Mockito
4 1 (1.64%) SQL Server Management Studio (SSMS)
4 1 (1.64%) Travis CI
4 1 (1.64%) YouTrack
General
1 4 (6.56%) Finance
2 3 (4.92%) Marketing
3 1 (1.64%) Banking
3 1 (1.64%) Pharmaceutical
3 1 (1.64%) Retail
Job Titles
1 21 (34.43%) Developer
2 8 (13.11%) Software Engineer
3 7 (11.48%) DBA
4 6 (9.84%) Analyst
4 6 (9.84%) Architect
5 5 (8.20%) SQL DBA
6 4 (6.56%) Data Engineer
6 4 (6.56%) Java Developer
6 4 (6.56%) SAS Developer
6 4 (6.56%) SQL Server DBA
7 3 (4.92%) Administrator
7 3 (4.92%) MySQL DBA
7 3 (4.92%) Salesforce Developer
8 2 (3.28%) Applications Support
8 2 (3.28%) Business Intelligence Developer
8 2 (3.28%) Consultant
8 2 (3.28%) Data Architect
8 2 (3.28%) Designer
8 2 (3.28%) Oracle DBA
8 2 (3.28%) Scala Developer
Libraries, Frameworks & Software Standards
1 13 (21.31%) Kafka
2 11 (18.03%) Web Services
3 8 (13.11%) HTML
4 7 (11.48%) REST
4 7 (11.48%) SOAP
5 6 (9.84%) CSS
5 6 (9.84%) JSON
6 5 (8.20%) XML
7 3 (4.92%) Hibernate
7 3 (4.92%) RabbitMQ
7 3 (4.92%) RESTful
7 3 (4.92%) Spring
7 3 (4.92%) Visualforce
8 2 (3.28%) Ajax
8 2 (3.28%) Dropwizard
8 2 (3.28%) J2EE
8 2 (3.28%) JAX-RS
8 2 (3.28%) Middleware
8 2 (3.28%) OC4J
9 1 (1.64%) Spring Boot
Miscellaneous
1 13 (21.31%) Analytical Skills
2 5 (8.20%) NHS
3 3 (4.92%) Linux Command Line
3 3 (4.92%) Management Information System
3 3 (4.92%) User Experience
4 2 (3.28%) Mainframe
4 2 (3.28%) Taxonomies
5 1 (1.64%) Client/Server
5 1 (1.64%) CMDB
5 1 (1.64%) Data Centre
5 1 (1.64%) Data Structures
5 1 (1.64%) Self-Motivation
Operating Systems
1 13 (21.31%) Linux
1 13 (21.31%) Unix
2 5 (8.20%) Red Hat Enterprise Linux
3 2 (3.28%) Mac OS X
3 2 (3.28%) Oracle Linux
3 2 (3.28%) Windows
4 1 (1.64%) Windows Server
4 1 (1.64%) zOS
Processes & Methodologies
1 28 (45.90%) Agile Software Development
2 20 (32.79%) Business Intelligence
3 16 (26.23%) Problem-Solving
4 15 (24.59%) ETL
5 14 (22.95%) OO
5 14 (22.95%) OOP
6 13 (21.31%) Software Engineering
7 9 (14.75%) Scrum
8 8 (13.11%) Open Source
8 8 (13.11%) Test Automation
9 7 (11.48%) Data Modelling
9 7 (11.48%) DevOps
10 6 (9.84%) Data Architecture
10 6 (9.84%) High Availability
10 6 (9.84%) Microservices
10 6 (9.84%) Migration
10 6 (9.84%) Waterfall
11 5 (8.20%) Continuous Delivery
11 5 (8.20%) Data Migration
11 5 (8.20%) Test Scripting
Programming Languages
1 33 (54.10%) SQL
2 17 (27.87%) Java
3 11 (18.03%) Scala
4 10 (16.39%) Python
5 8 (13.11%) T-SQL
6 5 (8.20%) JavaScript
7 4 (6.56%) C#
7 4 (6.56%) PL/SQL
7 4 (6.56%) Shell Script
8 3 (4.92%) Apex Code
8 3 (4.92%) C++
8 3 (4.92%) Perl
8 3 (4.92%) SOQL
9 2 (3.28%) C
9 2 (3.28%) COBOL
9 2 (3.28%) R
9 2 (3.28%) VB
10 1 (1.64%) Java 8
10 1 (1.64%) VBA
Qualifications
1 4 (6.56%) Degree
2 1 (1.64%) Computer Science Degree
2 1 (1.64%) SC Cleared
2 1 (1.64%) Security Cleared
Quality Assurance & Compliance
1 6 (9.84%) Data Quality
2 2 (3.28%) PCI DSS
2 2 (3.28%) QA
2 2 (3.28%) SNOMED CT
3 1 (1.64%) GDPR
3 1 (1.64%) PMO
System Software
1 2 (3.28%) Oracle RAC
2 1 (1.64%) Docker
2 1 (1.64%) Virtual Machines
Systems Management
1 4 (6.56%) Opscode Chef
2 2 (3.28%) Ansible
2 2 (3.28%) Data Guard
2 2 (3.28%) Failover Clustering
2 2 (3.28%) Oracle RMAN
2 2 (3.28%) Puppet
2 2 (3.28%) Terraform
3 1 (1.64%) Single Sign-On
Vendors
1 16 (26.23%) Oracle
2 10 (16.39%) MapR
3 4 (6.56%) ServiceNow
3 4 (6.56%) Splunk
4 3 (4.92%) Salesforce.com
5 2 (3.28%) Cloudera
5 2 (3.28%) Hortonworks
5 2 (3.28%) Microsoft
5 2 (3.28%) MuleSoft
5 2 (3.28%) Red Hat
6 1 (1.64%) BMC
6 1 (1.64%) VMware