Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Yorkshire > West Yorkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 125 126 169
Rank change year-on-year +1 +43 -25
Permanent jobs citing NoSQL 146 168 155
As % of all permanent IT jobs advertised in West Yorkshire 2.15% 2.22% 1.67%
As % of the Database & Business Intelligence category 7.59% 7.29% 4.91%
Number of salaries quoted 125 156 141
West Yorkshire median annual salary £55,000 £50,001 £55,000
Median salary % change year-on-year +10.00% -9.09% +29.41%
10th Percentile £37,500 £37,500 £36,250
90th Percentile £62,500 £62,500 £68,500
Yorkshire median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +31.25%

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1924 2305 3160
As % of all permanent IT jobs advertised in West Yorkshire 28.37% 30.44% 34.10%
Number of salaries quoted 1703 2050 2569
West Yorkshire median annual salary £44,471 £40,000 £40,000
Median salary % change year-on-year +11.18% - +3.90%
10th Percentile £28,550 £28,000 £27,500
90th Percentile £60,000 £57,500 £59,750
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

NoSQL
Job Vacancy Trend in West Yorkshire

Job postings citing NoSQL as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for NoSQL in West Yorkshire

NoSQL
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in West Yorkshire.

Salary trend for NoSQL in West Yorkshire

NoSQL
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing NoSQL in West Yorkshire over the 6 months to 20 November 2017.

Salary histogram for NoSQL in West Yorkshire

NoSQL
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the West Yorkshire region over the 6 months to 20 November 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +1 132 £55,000 +10.00% 19
Bingley - 4 £40,750 - 1
Bradford 0 3 £45,000 -5.26%
Dewsbury - 2 £23,000 -
Huddersfield - 2 £48,750 - 1
Castleford - 1 £45,000 -
NoSQL
Yorkshire

For the 6 months to 20 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the West Yorkshire region with a requirement for NoSQL.

1 111 (76.03%) SQL
2 108 (73.97%) Java
3 84 (57.53%) Agile Software Development
3 84 (57.53%) Git (software)
4 68 (46.58%) Test Automation
5 63 (43.15%) Subversion
6 60 (41.10%) OO
7 58 (39.73%) Mercurial
8 57 (39.04%) Continuous Integration
9 54 (36.99%) JavaScript
10 46 (31.51%) MongoDB
11 44 (30.14%) Spring
12 42 (28.77%) Data Structures
12 42 (28.77%) Algorithms
13 37 (25.34%) Software Engineering
13 37 (25.34%) Hibernate
14 35 (23.97%) TDD
15 34 (23.29%) HTML
16 33 (22.60%) Docker
17 31 (21.23%) Web Services
17 31 (21.23%) Maven
18 27 (18.49%) CSS
18 27 (18.49%) Python
19 25 (17.12%) Oracle
19 25 (17.12%) Microsoft Azure
19 25 (17.12%) Puppet
19 25 (17.12%) Degree
20 24 (16.44%) Riak
21 23 (15.75%) XML
22 22 (15.07%) Amazon AWS

NoSQL
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 18 (12.33%) Tomcat
2 17 (11.64%) JBoss
2 17 (11.64%) WebLogic
3 13 (8.90%) Elasticsearch
3 13 (8.90%) Jetty
4 8 (5.48%) Tornado
5 7 (4.79%) Confluence
6 5 (3.42%) nginx
7 2 (1.37%) Apache
8 1 (0.68%) Apache Spark
8 1 (0.68%) CMS
8 1 (0.68%) OpenStack
8 1 (0.68%) WebSphere
8 1 (0.68%) WordPress
Applications
1 1 (0.68%) MS Visio
Business Applications
1 1 (0.68%) Magento
Cloud Services
1 25 (17.12%) Microsoft Azure
2 22 (15.07%) Amazon AWS
3 5 (3.42%) Google Cloud Platform
4 3 (2.05%) GitHub
5 1 (0.68%) IaaS
5 1 (0.68%) npm
Communications & Networking
1 8 (5.48%) AMQP
2 3 (2.05%) DNS
3 2 (1.37%) SSL
4 1 (0.68%) HTTP
4 1 (0.68%) Internet
4 1 (0.68%) IP Telephony
4 1 (0.68%) LDAP
4 1 (0.68%) MPLS
4 1 (0.68%) NAS
4 1 (0.68%) SAN
4 1 (0.68%) SMTP
4 1 (0.68%) TCP/IP
4 1 (0.68%) Unified Communications
4 1 (0.68%) VPN
4 1 (0.68%) WAN
Database & Business Intelligence
1 46 (31.51%) MongoDB
2 24 (16.44%) Riak
3 20 (13.70%) Redis
4 18 (12.33%) Hadoop
5 17 (11.64%) Couchbase
6 15 (10.27%) Apache Cassandra
7 14 (9.59%) SQL Server
8 11 (7.53%) PostgreSQL
9 10 (6.85%) MySQL
10 7 (4.79%) SQL Server 2014
10 7 (4.79%) SQL Server 2016
11 5 (3.42%) SQL Server Integration Services
12 3 (2.05%) Relational Database
13 2 (1.37%) Big Data
13 2 (1.37%) HBase
13 2 (1.37%) RDBMS
14 1 (0.68%) Apache Hive
14 1 (0.68%) Impala
14 1 (0.68%) RethinkDB
14 1 (0.68%) Sqoop
Development Applications
1 84 (57.53%) Git (software)
2 63 (43.15%) Subversion
3 58 (39.73%) Mercurial
4 31 (21.23%) Maven
5 13 (8.90%) Cucumber
5 13 (8.90%) FitNesse
6 12 (8.22%) Jenkins
6 12 (8.22%) Selenium
7 10 (6.85%) Team Foundation Server
8 8 (5.48%) JBehave
8 8 (5.48%) Vagrant
9 7 (4.79%) JIRA
9 7 (4.79%) TeamCity
10 5 (3.42%) Gatling
10 5 (3.42%) JMeter
10 5 (3.42%) LoadRunner
10 5 (3.42%) SpecFlow
11 3 (2.05%) Octopus Deploy
12 2 (1.37%) Grunt
12 2 (1.37%) gulp
General
1 11 (7.53%) Advertising
2 7 (4.79%) Games
3 2 (1.37%) Finance
3 2 (1.37%) Legal
3 2 (1.37%) Retail
4 1 (0.68%) Banking
Job Titles
1 81 (55.48%) Developer
2 63 (43.15%) Java Developer
3 32 (21.92%) Java Engineer
4 30 (20.55%) Software Engineer
5 26 (17.81%) Java Software Engineer
6 24 (16.44%) Senior Java Engineer
7 23 (15.75%) Senior Java Software Engineer
7 23 (15.75%) Senior Software Engineer
8 20 (13.70%) Senior Developer
9 16 (10.96%) Senior Java Developer
10 10 (6.85%) Software Developer
11 8 (5.48%) Administrator
11 8 (5.48%) DBA
11 8 (5.48%) Java Software Developer
12 7 (4.79%) Architect
12 7 (4.79%) Infrastructure Architect
12 7 (4.79%) Python Developer
13 5 (3.42%) PHP Developer
13 5 (3.42%) Tester
13 5 (3.42%) Web Tester
Libraries, Frameworks & Software Standards
1 44 (30.14%) Spring
2 37 (25.34%) Hibernate
3 34 (23.29%) HTML
4 31 (21.23%) Web Services
5 27 (18.49%) CSS
6 23 (15.75%) XML
7 19 (13.01%) AngularJS
8 18 (12.33%) Node.js
8 18 (12.33%) RabbitMQ
8 18 (12.33%) Spring Boot
9 17 (11.64%) SOAP
10 15 (10.27%) Kafka
11 14 (9.59%) REST
12 13 (8.90%) HTML5
12 13 (8.90%) XSD
13 8 (5.48%) ActiveMQ
13 8 (5.48%) Gherkin
13 8 (5.48%) JMS
13 8 (5.48%) jQuery
13 8 (5.48%) React
Miscellaneous
1 42 (28.77%) Algorithms
1 42 (28.77%) Data Structures
2 15 (10.27%) User Experience
3 12 (8.22%) Private Cloud
4 7 (4.79%) Enterprise Software
4 7 (4.79%) Greenfield Project
5 4 (2.74%) Analytical Skills
6 3 (2.05%) Mobile App
7 2 (1.37%) Computer Science
7 2 (1.37%) iPad
8 1 (0.68%) iPhone
8 1 (0.68%) Linux Command Line
8 1 (0.68%) Public Cloud
8 1 (0.68%) Smart City
8 1 (0.68%) Video Conferencing
Operating Systems
1 12 (8.22%) Linux
2 4 (2.74%) Unix
3 3 (2.05%) Windows
4 2 (1.37%) Windows Server
5 1 (0.68%) Android
5 1 (0.68%) Mac OS
5 1 (0.68%) Red Hat Enterprise Linux
Processes & Methodologies
1 84 (57.53%) Agile Software Development
2 68 (46.58%) Test Automation
3 60 (41.10%) OO
4 57 (39.04%) Continuous Integration
5 37 (25.34%) Software Engineering
6 35 (23.97%) TDD
7 21 (14.38%) Scrum
8 20 (13.70%) Collaborative Working
9 16 (10.96%) DSDM
9 16 (10.96%) Kanban
9 16 (10.96%) RUP
10 13 (8.90%) Web Development
11 12 (8.22%) E-Commerce
12 11 (7.53%) DevOps
12 11 (7.53%) MVC
13 10 (6.85%) BDD
14 8 (5.48%) Integration Testing
14 8 (5.48%) Microservices
14 8 (5.48%) SDLC
14 8 (5.48%) Secure Coding
Programming Languages
1 111 (76.03%) SQL
2 108 (73.97%) Java
3 54 (36.99%) JavaScript
4 27 (18.49%) Python
5 21 (14.38%) PHP
6 12 (8.22%) Bash Shell
7 11 (7.53%) Ruby
8 9 (6.16%) C#
9 8 (5.48%) PowerShell
9 8 (5.48%) T-SQL
10 5 (3.42%) C++
11 3 (2.05%) Java 9
12 2 (1.37%) C
12 2 (1.37%) ES6
12 2 (1.37%) Scala
13 1 (0.68%) Bourne shell
13 1 (0.68%) Shell Script
13 1 (0.68%) XPath
13 1 (0.68%) XQuery
Qualifications
1 25 (17.12%) Degree
2 8 (5.48%) Security Cleared
3 7 (4.79%) MCSA
3 7 (4.79%) MCSE
3 7 (4.79%) Microsoft Certification
4 2 (1.37%) ISEB
4 2 (1.37%) ITIL Certification
5 1 (0.68%) Computer Science Degree
5 1 (0.68%) SC Cleared
Quality Assurance & Compliance
1 2 (1.37%) PCI DSS
2 1 (0.68%) Data Quality
2 1 (0.68%) GDPR
2 1 (0.68%) ISO/IEC 27001
2 1 (0.68%) PMO
2 1 (0.68%) QA
System Software
1 33 (22.60%) Docker
2 7 (4.79%) Virtual Machines
3 6 (4.11%) VMware Infrastructure
4 2 (1.37%) Active Directory
4 2 (1.37%) Oracle RAC
4 2 (1.37%) VMware ESXi
5 1 (0.68%) Apache Flume
Systems Management
1 25 (17.12%) Puppet
2 20 (13.70%) Ansible
3 12 (8.22%) Opscode Chef
4 1 (0.68%) Nagios
4 1 (0.68%) OpenNMS
4 1 (0.68%) ZABBIX
Vendors
1 25 (17.12%) Oracle
2 13 (8.90%) Microsoft
3 10 (6.85%) Rackspace
4 6 (4.11%) F5
4 6 (4.11%) VMware
5 5 (3.42%) Brocade
5 5 (3.42%) Google
6 3 (2.05%) Sitecore
7 2 (1.37%) Cisco
7 2 (1.37%) Infoblox
8 1 (0.68%) Apple
8 1 (0.68%) EMC
8 1 (0.68%) HP
8 1 (0.68%) IBM
8 1 (0.68%) Informatica
8 1 (0.68%) NetApp
8 1 (0.68%) Red Hat
8 1 (0.68%) Talend
8 1 (0.68%) Zend