Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 23 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 100 108 134
Rank change year-on-year +8 +26 +7
Permanent jobs citing NoSQL 127 139 143
As % of all permanent IT jobs advertised in Leeds 2.55% 2.55% 2.07%
As % of the Database & Business Intelligence category 8.91% 8.22% 6.18%
Number of salaries quoted 109 129 132
Leeds median annual salary £55,000 £50,001 £55,000
Median salary % change year-on-year +10.00% -9.09% +10.00%
10th Percentile £41,250 £37,500 £36,250
90th Percentile £62,500 £62,750 £68,500
West Yorkshire median annual salary £55,000 £50,001 £55,000
% change year-on-year +10.00% -9.09% +29.41%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 1426 1691 2314
As % of all permanent IT jobs advertised in Leeds 28.68% 30.98% 33.47%
Number of salaries quoted 1261 1528 1862
Leeds median annual salary £45,000 £42,250 £42,500
Median salary % change year-on-year +6.51% -0.59% +6.25%
10th Percentile £30,000 £28,250 £28,500
90th Percentile £61,250 £56,625 £61,125
West Yorkshire median annual salary £44,471 £40,000 £40,000
% change year-on-year +11.18% - +3.90%

NoSQL
Job Vacancy Trend in Leeds

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

Job vacancy trend for NoSQL in Leeds

NoSQL
Salary Trend in Leeds

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

Salary trend for NoSQL in Leeds

NoSQL
Salary Histogram in Leeds

The salary distribution of IT jobs citing NoSQL in Leeds over the 6 months to 23 November 2017.

Salary histogram for NoSQL in Leeds

For the 6 months to 23 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 Leeds region with a requirement for NoSQL.

1 99 (77.95%) Java
2 98 (77.17%) SQL
3 79 (62.20%) Git (software)
4 73 (57.48%) Agile Software Development
5 65 (51.18%) Test Automation
6 60 (47.24%) Subversion
7 57 (44.88%) OO
7 57 (44.88%) Mercurial
8 56 (44.09%) Continuous Integration
9 44 (34.65%) JavaScript
10 41 (32.28%) MongoDB
10 41 (32.28%) Data Structures
10 41 (32.28%) Algorithms
11 40 (31.50%) Spring
12 35 (27.56%) Hibernate
13 33 (25.98%) TDD
13 33 (25.98%) Software Engineering
14 31 (24.41%) Docker
14 31 (24.41%) Maven
15 26 (20.47%) HTML
16 25 (19.69%) Oracle
16 25 (19.69%) Python
17 24 (18.90%) Web Services
17 24 (18.90%) Puppet
17 24 (18.90%) Degree
18 22 (17.32%) Microsoft Azure
18 22 (17.32%) Riak
19 20 (15.75%) Ansible
19 20 (15.75%) Amazon AWS
20 19 (14.96%) Redis

NoSQL
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 17 (13.39%) Tomcat
2 16 (12.60%) JBoss
2 16 (12.60%) WebLogic
3 12 (9.45%) Elasticsearch
3 12 (9.45%) Jetty
4 8 (6.30%) Tornado
5 7 (5.51%) Confluence
6 5 (3.94%) nginx
7 2 (1.57%) Apache
8 1 (0.79%) Apache Spark
8 1 (0.79%) OpenStack
8 1 (0.79%) WebSphere
Applications
1 1 (0.79%) MS Visio
Cloud Services
1 22 (17.32%) Microsoft Azure
2 20 (15.75%) Amazon AWS
3 5 (3.94%) Google Cloud Platform
4 3 (2.36%) GitHub
5 1 (0.79%) IaaS
5 1 (0.79%) npm
Communications & Networking
1 8 (6.30%) AMQP
2 3 (2.36%) DNS
3 2 (1.57%) SSL
4 1 (0.79%) HTTP
4 1 (0.79%) Internet
4 1 (0.79%) IP Telephony
4 1 (0.79%) LDAP
4 1 (0.79%) MPLS
4 1 (0.79%) NAS
4 1 (0.79%) SAN
4 1 (0.79%) SMTP
4 1 (0.79%) TCP/IP
4 1 (0.79%) Unified Communications
4 1 (0.79%) VPN
4 1 (0.79%) WAN
Database & Business Intelligence
1 41 (32.28%) MongoDB
2 22 (17.32%) Riak
3 19 (14.96%) Redis
4 17 (13.39%) Hadoop
5 16 (12.60%) Couchbase
6 14 (11.02%) Apache Cassandra
7 13 (10.24%) SQL Server
8 11 (8.66%) PostgreSQL
9 9 (7.09%) MySQL
10 7 (5.51%) SQL Server 2014
10 7 (5.51%) SQL Server 2016
11 5 (3.94%) SQL Server Integration Services
12 3 (2.36%) Relational Database
13 2 (1.57%) HBase
13 2 (1.57%) RDBMS
14 1 (0.79%) Apache Hive
14 1 (0.79%) Big Data
14 1 (0.79%) Impala
14 1 (0.79%) RethinkDB
14 1 (0.79%) Sqoop
Development Applications
1 79 (62.20%) Git (software)
2 60 (47.24%) Subversion
3 57 (44.88%) Mercurial
4 31 (24.41%) Maven
5 13 (10.24%) Cucumber
5 13 (10.24%) FitNesse
6 12 (9.45%) Jenkins
6 12 (9.45%) Selenium
7 10 (7.87%) Team Foundation Server
8 8 (6.30%) JBehave
8 8 (6.30%) Vagrant
9 7 (5.51%) JIRA
9 7 (5.51%) TeamCity
10 5 (3.94%) Gatling
10 5 (3.94%) JMeter
10 5 (3.94%) LoadRunner
10 5 (3.94%) SpecFlow
11 3 (2.36%) Octopus Deploy
12 2 (1.57%) Jasmine
13 1 (0.79%) Grunt
General
1 8 (6.30%) Advertising
2 7 (5.51%) Games
3 1 (0.79%) Banking
3 1 (0.79%) Finance
3 1 (0.79%) Retail
Job Titles
1 66 (51.97%) Developer
2 56 (44.09%) Java Developer
3 32 (25.20%) Java Engineer
4 27 (21.26%) Software Engineer
5 26 (20.47%) Java Software Engineer
6 24 (18.90%) Senior Java Engineer
7 23 (18.11%) Senior Java Software Engineer
7 23 (18.11%) Senior Software Engineer
8 17 (13.39%) Senior Developer
9 13 (10.24%) Senior Java Developer
10 8 (6.30%) Administrator
10 8 (6.30%) DBA
11 6 (4.72%) Architect
11 6 (4.72%) Infrastructure Architect
11 6 (4.72%) Java Software Developer
11 6 (4.72%) Python Developer
11 6 (4.72%) Software Developer
12 5 (3.94%) Agile Tester
12 5 (3.94%) Tester
12 5 (3.94%) Web Tester
Libraries, Frameworks & Software Standards
1 40 (31.50%) Spring
2 35 (27.56%) Hibernate
3 26 (20.47%) HTML
4 24 (18.90%) Web Services
5 19 (14.96%) CSS
6 17 (13.39%) AngularJS
6 17 (13.39%) RabbitMQ
6 17 (13.39%) Spring Boot
6 17 (13.39%) XML
7 16 (12.60%) SOAP
8 14 (11.02%) Kafka
8 14 (11.02%) Node.js
9 12 (9.45%) REST
9 12 (9.45%) XSD
10 8 (6.30%) ActiveMQ
10 8 (6.30%) Apache Camel
10 8 (6.30%) Flask
10 8 (6.30%) Gherkin
10 8 (6.30%) JMS
11 7 (5.51%) HTML5
Miscellaneous
1 41 (32.28%) Algorithms
1 41 (32.28%) Data Structures
2 13 (10.24%) User Experience
3 11 (8.66%) Private Cloud
4 7 (5.51%) Enterprise Software
5 5 (3.94%) Greenfield Project
6 3 (2.36%) Analytical Skills
7 1 (0.79%) Computer Science
7 1 (0.79%) iPhone
7 1 (0.79%) Public Cloud
7 1 (0.79%) Smart City
7 1 (0.79%) Video Conferencing
Operating Systems
1 8 (6.30%) Linux
2 3 (2.36%) Unix
2 3 (2.36%) Windows
3 2 (1.57%) Windows Server
4 1 (0.79%) Android
4 1 (0.79%) Mac OS
4 1 (0.79%) Red Hat Enterprise Linux
Processes & Methodologies
1 73 (57.48%) Agile Software Development
2 65 (51.18%) Test Automation
3 57 (44.88%) OO
4 56 (44.09%) Continuous Integration
5 33 (25.98%) Software Engineering
5 33 (25.98%) TDD
6 19 (14.96%) Scrum
7 18 (14.17%) Collaborative Working
8 15 (11.81%) DSDM
8 15 (11.81%) Kanban
8 15 (11.81%) RUP
9 11 (8.66%) E-Commerce
10 10 (7.87%) BDD
10 10 (7.87%) DevOps
11 8 (6.30%) Integration Testing
11 8 (6.30%) MVC
11 8 (6.30%) Web Development
12 7 (5.51%) Performance Tuning
12 7 (5.51%) Project Planning
12 7 (5.51%) Time Management
Programming Languages
1 99 (77.95%) Java
2 98 (77.17%) SQL
3 44 (34.65%) JavaScript
4 25 (19.69%) Python
5 13 (10.24%) PHP
6 12 (9.45%) Bash Shell
7 11 (8.66%) Ruby
8 8 (6.30%) C#
8 8 (6.30%) PowerShell
8 8 (6.30%) T-SQL
9 6 (4.72%) C++
10 3 (2.36%) C
10 3 (2.36%) Java 9
11 2 (1.57%) Scala
12 1 (0.79%) Bourne shell
12 1 (0.79%) ES6
12 1 (0.79%) Shell Script
Qualifications
1 24 (18.90%) Degree
2 8 (6.30%) Security Cleared
3 7 (5.51%) MCSA
3 7 (5.51%) MCSE
3 7 (5.51%) Microsoft Certification
4 2 (1.57%) ISEB
4 2 (1.57%) ITIL Certification
5 1 (0.79%) SC Cleared
Quality Assurance & Compliance
1 2 (1.57%) PCI DSS
2 1 (0.79%) PMO
System Software
1 31 (24.41%) Docker
2 7 (5.51%) Virtual Machines
3 5 (3.94%) VMware Infrastructure
4 2 (1.57%) Active Directory
4 2 (1.57%) Oracle RAC
4 2 (1.57%) VMware ESXi
5 1 (0.79%) Apache Flume
Systems Management
1 24 (18.90%) Puppet
2 20 (15.75%) Ansible
3 12 (9.45%) Opscode Chef
4 1 (0.79%) Nagios
4 1 (0.79%) OpenNMS
4 1 (0.79%) ZABBIX
Vendors
1 25 (19.69%) Oracle
2 11 (8.66%) Microsoft
3 9 (7.09%) Rackspace
4 5 (3.94%) F5
4 5 (3.94%) Google
4 5 (3.94%) VMware
5 4 (3.15%) Brocade
6 3 (2.36%) Sitecore
7 2 (1.57%) Cisco
7 2 (1.57%) Infoblox
8 1 (0.79%) Apple
8 1 (0.79%) EMC
8 1 (0.79%) HP
8 1 (0.79%) IBM
8 1 (0.79%) Informatica
8 1 (0.79%) NetApp
8 1 (0.79%) Red Hat
8 1 (0.79%) Talend