Period
to 16 February 2019

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 16 February 2019 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
16 Feb 2019
Same period 2018 Same period 2017
Rank 82 113 88
Rank change year-on-year +31 -25 +25
Contract jobs citing Relational Database 73 47 72
As % of all contract IT jobs advertised in West Yorkshire 2.24% 1.46% 2.38%
As % of the Database & Business Intelligence category 9.41% 6.49% 9.52%
Number of daily rates quoted 49 35 43
West Yorkshire median daily rate £500 £425 £413
Median daily rate % change year-on-year +17.65% +3.03% -2.94%
10th Percentile £418 £313 £325
90th Percentile £575 £514 £538
Yorkshire median daily rate £500 £425 £425
% change year-on-year +17.65% - -2.30%
Number of hourly rates quoted 1 0 0
West Yorkshire median hourly rate £24.98 - -
Yorkshire median hourly rate £24.98 - -

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 776 724 756
As % of all contract IT jobs advertised in West Yorkshire 23.77% 22.43% 25.03%
Number of daily rates quoted 550 501 483
West Yorkshire median daily rate £425 £390 £375
Median daily rate % change year-on-year +8.97% +4.00% -
10th Percentile £319 £270 £285
90th Percentile £550 £538 £538
Yorkshire median daily rate £415 £400 £375
% change year-on-year +3.75% +6.67% -
Number of hourly rates quoted 18 0 13
West Yorkshire median hourly rate £16.94 - £24.00
10th Percentile £13.60 - £14.54
90th Percentile £21.10 - £31.50
Yorkshire median hourly rate £16.36 £44.00 £24.70
% change year-on-year -62.83% +78.17% +26.64%

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 16 February 2019.

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 16 February 2019. 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 +22 56 £500 +17.65% 22
Halifax - 5 - - 1
Bradford -14 2 £350 -6.67% 1
Wakefield 0 1 - -
Relational Database
Yorkshire

For the 6 months to 16 February 2019, 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 40 (54.79%) Agile Software Development
2 39 (53.42%) Java
3 37 (50.68%) RDBMS
4 31 (42.47%) Test Automation
5 30 (41.10%) NoSQL
6 26 (35.62%) MongoDB
7 24 (32.88%) Linux
8 23 (31.51%) Continuous Integration
9 22 (30.14%) HTTP
10 21 (28.77%) SQL
11 20 (27.40%) REST
12 19 (26.03%) Microservices
13 18 (24.66%) HTML
14 17 (23.29%) Big Data
14 17 (23.29%) Scala
14 17 (23.29%) Problem-Solving
15 16 (21.92%) TDD
15 16 (21.92%) Unix
15 16 (21.92%) OO
16 15 (20.55%) OOP
16 15 (20.55%) MySQL
16 15 (20.55%) Software Engineering
16 15 (20.55%) Hadoop
17 14 (19.18%) Apache Hive
17 14 (19.18%) BDD
17 14 (19.18%) Apache Spark
17 14 (19.18%) DevOps
17 14 (19.18%) Jenkins
17 14 (19.18%) Scrum
17 14 (19.18%) SQL Server

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 14 (19.18%) Apache Spark
2 5 (6.85%) SAS
3 2 (2.74%) Oracle SOA Suite
4 1 (1.37%) Anypoint
4 1 (1.37%) Apache
4 1 (1.37%) Blackberry Enterprise Server
Business Applications
1 4 (5.48%) Dynamics AX
Cloud Services
1 5 (6.85%) Amazon AWS
2 4 (5.48%) Dynamics 365
2 4 (5.48%) Google Cloud Platform
2 4 (5.48%) Microsoft Azure
3 3 (4.11%) AWS CloudFormation
4 1 (1.37%) Amazon CloudWatch
4 1 (1.37%) Amazon EC2
4 1 (1.37%) Amazon ELB
4 1 (1.37%) Amazon EMR
4 1 (1.37%) Amazon S3
4 1 (1.37%) AWS CloudTrail
4 1 (1.37%) PaaS
4 1 (1.37%) SaaS
4 1 (1.37%) Virtual Private Cloud
Communications & Networking
1 22 (30.14%) HTTP
2 11 (15.07%) DNS
3 10 (13.70%) DHCP
3 10 (13.70%) FTP
3 10 (13.70%) IPsec
3 10 (13.70%) SSL
3 10 (13.70%) TCP/IP
4 1 (1.37%) Firewall
4 1 (1.37%) HTTPS
4 1 (1.37%) SMTP
Database & Business Intelligence
1 37 (50.68%) RDBMS
2 30 (41.10%) NoSQL
3 26 (35.62%) MongoDB
4 17 (23.29%) Big Data
5 15 (20.55%) Hadoop
5 15 (20.55%) MySQL
6 14 (19.18%) Apache Hive
6 14 (19.18%) SQL Server
7 12 (16.44%) HBase
7 12 (16.44%) Neo4j
8 7 (9.59%) Data Warehouse
9 4 (5.48%) SAS Enterprise Guide
10 3 (4.11%) Apache Cassandra
10 3 (4.11%) DB2
10 3 (4.11%) Power BI
11 2 (2.74%) Oracle BI Publisher
11 2 (2.74%) SAS Data Integration Studio
11 2 (2.74%) SAS Visual Analytics
11 2 (2.74%) Star Schema
12 1 (1.37%) Oracle Database
Development Applications
1 14 (19.18%) Jenkins
2 13 (17.81%) Cucumber
3 11 (15.07%) Git (software)
4 10 (13.70%) Maven
4 10 (13.70%) Mockito
4 10 (13.70%) Subversion
4 10 (13.70%) Travis CI
5 3 (4.11%) JIRA
5 3 (4.11%) Selenium
5 3 (4.11%) WebDriver
6 2 (2.74%) SpecFlow
6 2 (2.74%) Visual Studio
7 1 (1.37%) Gatling
7 1 (1.37%) JMeter
7 1 (1.37%) Octopus Deploy
7 1 (1.37%) TeamCity
7 1 (1.37%) YouTrack
General
1 6 (8.22%) Finance
2 1 (1.37%) Banking
2 1 (1.37%) Pharmaceutical
2 1 (1.37%) Retail
Job Titles
1 28 (38.36%) Developer
2 17 (23.29%) Java Developer
3 10 (13.70%) DevOps Engineer
3 10 (13.70%) Scala Developer
4 9 (12.33%) Analyst
4 9 (12.33%) Architect
5 5 (6.85%) Big Data Engineer
6 4 (5.48%) Big Data Developer
6 4 (5.48%) Big Data Software Engineer
6 4 (5.48%) Cloud Architect
6 4 (5.48%) Hadoop Engineer
6 4 (5.48%) Java Engineer
6 4 (5.48%) Java Scala Developer
6 4 (5.48%) SAS Developer
6 4 (5.48%) Security Architect
6 4 (5.48%) Software Engineer
7 3 (4.11%) Administrator
7 3 (4.11%) Business Systems Analyst
7 3 (4.11%) Senior Java Developer
7 3 (4.11%) Systems Analyst
Libraries, Frameworks & Software Standards
1 20 (27.40%) REST
2 18 (24.66%) HTML
3 13 (17.81%) Kafka
4 12 (16.44%) Dropwizard
4 12 (16.44%) JAX-RS
5 10 (13.70%) RESTful
5 10 (13.70%) Web Services
6 9 (12.33%) JSON
7 6 (8.22%) Ajax
7 6 (8.22%) CSS
7 6 (8.22%) CSS3
7 6 (8.22%) HTML5
8 4 (5.48%) J2EE
8 4 (5.48%) PySpark
9 3 (4.11%) Spring
9 3 (4.11%) XML
10 2 (2.74%) Hibernate
10 2 (2.74%) Middleware
11 1 (1.37%) .NET
11 1 (1.37%) LDAP
Miscellaneous
1 6 (8.22%) NHS
2 5 (6.85%) Data Structures
3 4 (5.48%) Analytical Skills
3 4 (5.48%) Greenfield Project
3 4 (5.48%) Public Cloud
4 3 (4.11%) Cloud Native
4 3 (4.11%) User Experience
5 2 (2.74%) Mainframe
5 2 (2.74%) Management Information System
6 1 (1.37%) Algorithms
6 1 (1.37%) Blackberry
6 1 (1.37%) Client/Server
6 1 (1.37%) PKI
6 1 (1.37%) Self-Motivation
6 1 (1.37%) Taxonomies
Operating Systems
1 24 (32.88%) Linux
2 16 (21.92%) Unix
3 12 (16.44%) Mac OS X
4 2 (2.74%) AIX
4 2 (2.74%) Windows
Processes & Methodologies
1 40 (54.79%) Agile Software Development
2 31 (42.47%) Test Automation
3 23 (31.51%) Continuous Integration
4 19 (26.03%) Microservices
5 17 (23.29%) Problem-Solving
6 16 (21.92%) OO
6 16 (21.92%) TDD
7 15 (20.55%) OOP
7 15 (20.55%) Software Engineering
8 14 (19.18%) BDD
8 14 (19.18%) DevOps
8 14 (19.18%) Scrum
9 12 (16.44%) Configuration Management
9 12 (16.44%) Continuous Deployment
9 12 (16.44%) Open Source
9 12 (16.44%) Responsive Web Design
9 12 (16.44%) Thought Leadership
9 12 (16.44%) Web Design
10 10 (13.70%) Target Operating Model
10 10 (13.70%) Web Development
Programming Languages
1 39 (53.42%) Java
2 21 (28.77%) SQL
3 17 (23.29%) Scala
4 9 (12.33%) Python
5 7 (9.59%) C#
5 7 (9.59%) C++
6 3 (4.11%) PL/SQL
7 2 (2.74%) Java 8
7 2 (2.74%) JavaScript
8 1 (1.37%) C
8 1 (1.37%) R
8 1 (1.37%) T-SQL
Qualifications
1 3 (4.11%) Degree
2 2 (2.74%) Master's Degree
3 1 (1.37%) CISSP
3 1 (1.37%) GIAC
3 1 (1.37%) SC Cleared
3 1 (1.37%) Security Cleared
Quality Assurance & Compliance
1 2 (2.74%) HL7
1 2 (2.74%) SNOMED CT
2 1 (1.37%) Data Quality
2 1 (1.37%) PMO
System Software
1 13 (17.81%) Virtual Machines
2 1 (1.37%) Active Directory
2 1 (1.37%) Forefront TMG
2 1 (1.37%) HDFS
Systems Management
1 11 (15.07%) Opscode Chef
2 10 (13.70%) Puppet
3 4 (5.48%) Terraform
4 2 (2.74%) HP Quality Center
4 2 (2.74%) Kubernetes
5 1 (1.37%) AirWatch
5 1 (1.37%) Hadoop YARN
Vendors
1 12 (16.44%) MapR
2 7 (9.59%) Microsoft
2 7 (9.59%) Oracle
3 4 (5.48%) Google
4 3 (4.11%) CODA
4 3 (4.11%) ServiceNow
5 2 (2.74%) HP
6 1 (1.37%) Cisco
6 1 (1.37%) Cloudera
6 1 (1.37%) Databricks
6 1 (1.37%) Hortonworks
6 1 (1.37%) MobileIron
6 1 (1.37%) MuleSoft
6 1 (1.37%) Splunk
6 1 (1.37%) Teradata
6 1 (1.37%) VMware