Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 19 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 113 131 186
Rank change year-on-year +18 +55 -14
Permanent jobs citing NoSQL 236 253 195
As % of all permanent IT jobs advertised in Yorkshire 2.43% 2.28% 1.48%
As % of the Database & Business Intelligence category 8.25% 7.70% 4.39%
Number of salaries quoted 194 235 184
Yorkshire median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +31.25%
10th Percentile £32,500 £32,500 £35,000
90th Percentile £60,000 £62,500 £68,500
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +4.76%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2860 3287 4439
As % of all permanent IT jobs advertised in Yorkshire 29.48% 29.64% 33.66%
Number of salaries quoted 2477 2859 3692
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,000 £27,140 £26,250
90th Percentile £60,000 £57,500 £58,975
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

NoSQL
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Salary Trend in Yorkshire

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

Salary trend for NoSQL in Yorkshire

NoSQL
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing NoSQL in Yorkshire over the 6 months to 19 November 2017.

Salary histogram for NoSQL in Yorkshire

NoSQL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Yorkshire region over the 6 months to 19 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
West Yorkshire +9 145 £55,000 +10.00% 19
North Yorkshire +31 42 £41,250 -13.16% 2
South Yorkshire +8 38 £47,500 -9.52% 3
East Yorkshire -4 1 £37,500 +25.00%
NoSQL
England

For the 6 months to 19 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 Yorkshire region with a requirement for NoSQL.

1 163 (69.07%) SQL
2 160 (67.80%) Java
3 124 (52.54%) Agile Software Development
4 110 (46.61%) Git (software)
5 104 (44.07%) JavaScript
6 80 (33.90%) Test Automation
7 76 (32.20%) OO
8 72 (30.51%) Subversion
9 69 (29.24%) Continuous Integration
10 65 (27.54%) HTML
11 60 (25.42%) Mercurial
11 60 (25.42%) MongoDB
12 59 (25.00%) Spring
13 58 (24.58%) TDD
14 57 (24.15%) Software Engineering
15 56 (23.73%) CSS
16 48 (20.34%) Web Services
17 44 (18.64%) SQL Server
17 44 (18.64%) Hibernate
17 44 (18.64%) Data Structures
17 44 (18.64%) Algorithms
18 43 (18.22%) Amazon AWS
19 42 (17.80%) Linux
20 41 (17.37%) Node.js
21 38 (16.10%) PHP
22 36 (15.25%) MVC
22 36 (15.25%) Docker
23 35 (14.83%) AngularJS
23 35 (14.83%) Python
23 35 (14.83%) Maven

NoSQL
Co-occurring IT Skills in 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 20 (8.47%) Tomcat
2 18 (7.63%) JBoss
3 17 (7.20%) WebLogic
4 13 (5.51%) Elasticsearch
4 13 (5.51%) Jetty
5 8 (3.39%) Tornado
6 7 (2.97%) Confluence
7 6 (2.54%) nginx
8 3 (1.27%) Apache
8 3 (1.27%) CMS
9 2 (0.85%) Adobe Experience Manager
9 2 (0.85%) Alfresco
9 2 (0.85%) Liferay
10 1 (0.42%) Apache Spark
10 1 (0.42%) IIS
10 1 (0.42%) OpenStack
10 1 (0.42%) WebSphere
10 1 (0.42%) WordPress
Applications
1 1 (0.42%) MS Visio
Business Applications
1 1 (0.42%) Magento
Cloud Services
1 43 (18.22%) Amazon AWS
2 30 (12.71%) Microsoft Azure
3 5 (2.12%) Google Cloud Platform
4 3 (1.27%) GitHub
5 1 (0.42%) IaaS
5 1 (0.42%) npm
Communications & Networking
1 8 (3.39%) AMQP
2 3 (1.27%) DNS
3 2 (0.85%) SSL
4 1 (0.42%) HTTP
4 1 (0.42%) Internet
4 1 (0.42%) IP Telephony
4 1 (0.42%) LDAP
4 1 (0.42%) MPLS
4 1 (0.42%) NAS
4 1 (0.42%) SAN
4 1 (0.42%) SMTP
4 1 (0.42%) TCP/IP
4 1 (0.42%) Unified Communications
4 1 (0.42%) VPN
4 1 (0.42%) WAN
Database & Business Intelligence
1 60 (25.42%) MongoDB
2 44 (18.64%) SQL Server
3 24 (10.17%) Riak
4 22 (9.32%) Hadoop
5 21 (8.90%) MySQL
6 20 (8.47%) Apache Cassandra
6 20 (8.47%) Redis
7 18 (7.63%) SQL Server 2016
7 18 (7.63%) SQL Server Integration Services
8 17 (7.20%) Couchbase
9 13 (5.51%) SQL Server Analysis Services
9 13 (5.51%) SQL Server Reporting Services
10 11 (4.66%) PostgreSQL
10 11 (4.66%) SQL Server 2014
11 8 (3.39%) Big Data
12 4 (1.69%) Relational Database
12 4 (1.69%) SQL Server 2005
12 4 (1.69%) SQL Server 2008
13 2 (0.85%) HBase
13 2 (0.85%) RDBMS
Development Applications
1 110 (46.61%) Git (software)
2 72 (30.51%) Subversion
3 60 (25.42%) Mercurial
4 35 (14.83%) Maven
5 21 (8.90%) Jenkins
6 13 (5.51%) Cucumber
6 13 (5.51%) FitNesse
7 12 (5.08%) Selenium
8 10 (4.24%) Team Foundation Server
9 9 (3.81%) JIRA
10 8 (3.39%) JBehave
10 8 (3.39%) Vagrant
11 7 (2.97%) TeamCity
12 5 (2.12%) Gatling
12 5 (2.12%) JMeter
12 5 (2.12%) LoadRunner
12 5 (2.12%) SpecFlow
13 4 (1.69%) Eclipse
13 4 (1.69%) JUnit
14 3 (1.27%) IntelliJ
General
1 24 (10.17%) Advertising
2 16 (6.78%) Finance
3 8 (3.39%) Music Industry
3 8 (3.39%) Retail
4 7 (2.97%) Games
5 3 (1.27%) Electronics
6 2 (0.85%) Legal
7 1 (0.42%) Banking
7 1 (0.42%) Marketing
Job Titles
1 145 (61.44%) Developer
2 92 (38.98%) Java Developer
3 40 (16.95%) Java Engineer
4 38 (16.10%) Software Engineer
5 34 (14.41%) Java Software Engineer
5 34 (14.41%) Senior Developer
6 27 (11.44%) Senior Java Engineer
7 26 (11.02%) Senior Java Developer
7 26 (11.02%) Senior Java Software Engineer
7 26 (11.02%) Senior Software Engineer
8 24 (10.17%) DBA
9 20 (8.47%) Software Developer
10 16 (6.78%) .NET Developer
11 15 (6.36%) PHP Developer
12 14 (5.93%) SQL DBA
13 12 (5.08%) Java Software Developer
14 11 (4.66%) Administrator
14 11 (4.66%) Senior DBA
15 10 (4.24%) Python Developer
16 8 (3.39%) Senior SQL DBA
Libraries, Frameworks & Software Standards
1 65 (27.54%) HTML
2 59 (25.00%) Spring
3 56 (23.73%) CSS
4 48 (20.34%) Web Services
5 44 (18.64%) Hibernate
6 41 (17.37%) Node.js
7 35 (14.83%) AngularJS
8 29 (12.29%) XML
9 27 (11.44%) HTML5
10 25 (10.59%) RESTful
11 22 (9.32%) RabbitMQ
11 22 (9.32%) SOAP
11 22 (9.32%) Spring Boot
12 21 (8.90%) .NET
13 20 (8.47%) ASP.NET
14 19 (8.05%) ASP.NET MVC
15 17 (7.20%) Kafka
16 16 (6.78%) CSS3
16 16 (6.78%) jQuery
17 15 (6.36%) Twitter Bootstrap
Miscellaneous
1 44 (18.64%) Algorithms
1 44 (18.64%) Data Structures
2 22 (9.32%) User Experience
3 12 (5.08%) Private Cloud
4 10 (4.24%) Greenfield Project
5 7 (2.97%) Enterprise Software
5 7 (2.97%) Linux Command Line
6 6 (2.54%) Fintech
7 4 (1.69%) Analytical Skills
7 4 (1.69%) Mobile App
8 3 (1.27%) Computer Science
8 3 (1.27%) Social Network
9 2 (0.85%) iPad
10 1 (0.42%) iPhone
10 1 (0.42%) Public Cloud
10 1 (0.42%) Smart City
10 1 (0.42%) Smartphone
10 1 (0.42%) Video Conferencing
Operating Systems
1 42 (17.80%) Linux
2 9 (3.81%) Unix
3 7 (2.97%) Android
4 6 (2.54%) Apple iOS
5 3 (1.27%) Windows
6 2 (0.85%) Windows Server
7 1 (0.42%) Mac OS
7 1 (0.42%) Mac OS X
7 1 (0.42%) Red Hat Enterprise Linux
Processes & Methodologies
1 124 (52.54%) Agile Software Development
2 80 (33.90%) Test Automation
3 76 (32.20%) OO
4 69 (29.24%) Continuous Integration
5 58 (24.58%) TDD
6 57 (24.15%) Software Engineering
7 36 (15.25%) MVC
8 26 (11.02%) BDD
8 26 (11.02%) Scrum
9 24 (10.17%) Collaborative Working
9 24 (10.17%) DevOps
10 21 (8.90%) Performance Tuning
11 18 (7.63%) Kanban
12 17 (7.20%) Microservices
12 17 (7.20%) Web Development
13 16 (6.78%) DSDM
13 16 (6.78%) RUP
14 14 (5.93%) High Availability
15 13 (5.51%) E-Commerce
16 12 (5.08%) Migration
Programming Languages
1 163 (69.07%) SQL
2 160 (67.80%) Java
3 104 (44.07%) JavaScript
4 38 (16.10%) PHP
5 35 (14.83%) Python
6 24 (10.17%) C#
7 22 (9.32%) Ruby
8 21 (8.90%) PowerShell
8 21 (8.90%) T-SQL
9 12 (5.08%) Bash Shell
10 6 (2.54%) C++
11 4 (1.69%) Erlang
11 4 (1.69%) F#
11 4 (1.69%) Haskell
12 3 (1.27%) Java 9
13 2 (0.85%) C
13 2 (0.85%) ES6
13 2 (0.85%) Scala
14 1 (0.42%) Shell Script
14 1 (0.42%) XQuery
Qualifications
1 32 (13.56%) Degree
2 8 (3.39%) Security Cleared
3 7 (2.97%) MCSA
3 7 (2.97%) MCSE
3 7 (2.97%) Microsoft Certification
4 2 (0.85%) Computer Science Degree
4 2 (0.85%) ISEB
4 2 (0.85%) ITIL Certification
5 1 (0.42%) SC Cleared
Quality Assurance & Compliance
1 2 (0.85%) PCI DSS
1 2 (0.85%) QA
2 1 (0.42%) Data Quality
2 1 (0.42%) GDPR
2 1 (0.42%) ISO/IEC 27001
2 1 (0.42%) PMO
System Software
1 36 (15.25%) Docker
2 7 (2.97%) Virtual Machines
3 6 (2.54%) VMware Infrastructure
4 2 (0.85%) Active Directory
4 2 (0.85%) Oracle RAC
4 2 (0.85%) VMware ESXi
5 1 (0.42%) Apache Flume
Systems Management
1 28 (11.86%) Puppet
2 20 (8.47%) Ansible
3 15 (6.36%) Opscode Chef
4 2 (0.85%) TeamSite
5 1 (0.42%) Nagios
5 1 (0.42%) OpenNMS
5 1 (0.42%) ZABBIX
Vendors
1 27 (11.44%) Oracle
2 13 (5.51%) Microsoft
3 10 (4.24%) Rackspace
3 10 (4.24%) Zend
4 6 (2.54%) F5
4 6 (2.54%) VMware
5 5 (2.12%) Brocade
5 5 (2.12%) Google
6 3 (1.27%) HP
6 3 (1.27%) Sitecore
7 2 (0.85%) Adobe
7 2 (0.85%) Cisco
7 2 (0.85%) Infoblox
7 2 (0.85%) OpenText
8 1 (0.42%) Apple
8 1 (0.42%) EMC
8 1 (0.42%) IBM
8 1 (0.42%) Informatica
8 1 (0.42%) NetApp
8 1 (0.42%) Red Hat