Period
to 17 January 2018

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 17 January 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Yorkshire > West Yorkshire
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 115 113 163
Rank change year-on-year -2 +50 -4
Permanent jobs citing NoSQL 147 179 153
As % of all permanent IT jobs advertised in West Yorkshire 2.21% 2.44% 1.75%
As % of the Database & Business Intelligence category 8.52% 8.02% 5.00%
Number of salaries quoted 127 166 135
West Yorkshire median annual salary £50,000 £50,001 £55,000
Median salary % change year-on-year 0.00% -9.09% +22.22%
10th Percentile £37,000 £37,500 £34,500
90th Percentile £60,000 £62,500 £68,750
Yorkshire median annual salary £50,000 £50,001 £51,250
% change year-on-year 0.00% -2.44% +28.13%

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 1,725 2,231 3,058
As % of all permanent IT jobs advertised in West Yorkshire 25.98% 30.46% 34.93%
Number of salaries quoted 1,519 1,994 2,464
West Yorkshire median annual salary £43,500 £40,000 £40,000
Median salary % change year-on-year +8.75% - -
10th Percentile £29,950 £28,000 £27,500
90th Percentile £60,000 £57,500 £59,000
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 17 January 2018.

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 17 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -5 123 £50,000 0.00% 21
Huddersfield - 7 £42,500 - 7
Wakefield +7 6 £45,000 +28.57% 1
Bingley - 5 £41,000 - 1
Dewsbury - 2 £23,000 -
Bradford +5 1 £45,000 +12.50%
NoSQL
Yorkshire

For the 6 months to 17 January 2018, 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 94 (63.95%) Agile Software Development
2 93 (63.27%) SQL
3 86 (58.50%) Git (software)
4 85 (57.82%) Java
5 68 (46.26%) OO
6 62 (42.18%) JavaScript
7 54 (36.73%) TDD
7 54 (36.73%) Subversion
8 52 (35.37%) Test Automation
9 48 (32.65%) Mercurial
9 48 (32.65%) Continuous Integration
10 46 (31.29%) MongoDB
11 44 (29.93%) Node.js
12 39 (26.53%) Spring
13 38 (25.85%) Software Engineering
14 36 (24.49%) Ruby
14 36 (24.49%) SQL Server
15 35 (23.81%) C#
16 34 (23.13%) HTML
16 34 (23.13%) Hibernate
17 33 (22.45%) MVC
18 32 (21.77%) Data Structures
18 32 (21.77%) Algorithms
19 28 (19.05%) .NET
19 28 (19.05%) ASP.NET
20 27 (18.37%) Python
21 26 (17.69%) CSS
21 26 (17.69%) Maven
21 26 (17.69%) Docker
21 26 (17.69%) SQL Server 2016

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 14 (9.52%) Elasticsearch
1 14 (9.52%) Tomcat
2 13 (8.84%) JBoss
2 13 (8.84%) WebLogic
3 9 (6.12%) Confluence
3 9 (6.12%) Jetty
4 7 (4.76%) nginx
5 5 (3.40%) Tornado
6 1 (0.68%) CMS
6 1 (0.68%) WebSphere
6 1 (0.68%) WordPress
Business Applications
1 1 (0.68%) Magento
Cloud Services
1 16 (10.88%) Microsoft Azure
2 15 (10.20%) Amazon AWS
3 4 (2.72%) Google Cloud Platform
4 1 (0.68%) npm
Communications & Networking
1 5 (3.40%) AMQP
2 1 (0.68%) Internet
Database & Business Intelligence
1 46 (31.29%) MongoDB
2 36 (24.49%) SQL Server
3 26 (17.69%) SQL Server 2016
4 20 (13.61%) Redis
5 17 (11.56%) PostgreSQL
6 14 (9.52%) Couchbase
7 13 (8.84%) Hadoop
8 12 (8.16%) Riak
9 11 (7.48%) MySQL
10 6 (4.08%) SQL Server 2014
11 5 (3.40%) Apache Cassandra
11 5 (3.40%) SQL Server Integration Services
12 3 (2.04%) RavenDB
13 2 (1.36%) BigQuery
14 1 (0.68%) Big Data
14 1 (0.68%) Relational Database
14 1 (0.68%) RethinkDB
Development Applications
1 86 (58.50%) Git (software)
2 54 (36.73%) Subversion
3 48 (32.65%) Mercurial
4 26 (17.69%) Maven
5 12 (8.16%) JIRA
5 12 (8.16%) Team Foundation Server
6 11 (7.48%) Jenkins
7 10 (6.80%) Cucumber
7 10 (6.80%) FitNesse
8 9 (6.12%) TeamCity
9 8 (5.44%) Selenium
10 7 (4.76%) Vagrant
11 5 (3.40%) JBehave
11 5 (3.40%) Octopus Deploy
11 5 (3.40%) SpecFlow
12 2 (1.36%) Gatling
12 2 (1.36%) JMeter
12 2 (1.36%) LoadRunner
13 1 (0.68%) Babel
13 1 (0.68%) Eclipse
General
1 14 (9.52%) Advertising
2 6 (4.08%) Games
3 3 (2.04%) Finance
4 2 (1.36%) Pharmaceutical
5 1 (0.68%) Banking
5 1 (0.68%) Legal
5 1 (0.68%) Retail
Job Titles
1 95 (64.63%) Developer
2 48 (32.65%) Java Developer
3 29 (19.73%) Software Engineer
4 25 (17.01%) Java Engineer
5 23 (15.65%) .NET Developer
5 23 (15.65%) Java Software Engineer
6 21 (14.29%) Senior Developer
7 20 (13.61%) Senior Java Engineer
7 20 (13.61%) Senior Java Software Engineer
7 20 (13.61%) Senior Software Engineer
8 16 (10.88%) Python Developer
9 9 (6.12%) Senior Python Developer
10 8 (5.44%) Senior Java Developer
10 8 (5.44%) Software Developer
11 6 (4.08%) Administrator
11 6 (4.08%) DBA
11 6 (4.08%) Java Software Developer
12 5 (3.40%) Automation Tester
12 5 (3.40%) Tester
12 5 (3.40%) Web Tester
Libraries, Frameworks & Software Standards
1 44 (29.93%) Node.js
2 39 (26.53%) Spring
3 34 (23.13%) Hibernate
3 34 (23.13%) HTML
4 28 (19.05%) .NET
4 28 (19.05%) ASP.NET
5 26 (17.69%) CSS
6 25 (17.01%) RESTful
7 23 (15.65%) ASP.NET MVC
7 23 (15.65%) ASP.NET Web API
8 22 (14.97%) AngularJS
9 20 (13.61%) ASP.NET MVC 5
9 20 (13.61%) WCF
9 20 (13.61%) XML
10 19 (12.93%) Web Services
11 15 (10.20%) HTML5
11 15 (10.20%) RabbitMQ
12 14 (9.52%) .NET Framework
12 14 (9.52%) Ajax
12 14 (9.52%) jQuery
Miscellaneous
1 32 (21.77%) Algorithms
1 32 (21.77%) Data Structures
2 22 (14.97%) Greenfield Project
3 9 (6.12%) Enterprise Software
3 9 (6.12%) User Experience
4 6 (4.08%) Private Cloud
5 5 (3.40%) Mobile App
6 3 (2.04%) Social Media
7 2 (1.36%) Computer Science
7 2 (1.36%) FMCG
7 2 (1.36%) iPad
8 1 (0.68%) Analytical Skills
8 1 (0.68%) Internet of Things
8 1 (0.68%) iPhone
8 1 (0.68%) Linux Command Line
Operating Systems
1 5 (3.40%) Linux
2 1 (0.68%) Android
Processes & Methodologies
1 94 (63.95%) Agile Software Development
2 68 (46.26%) OO
3 54 (36.73%) TDD
4 52 (35.37%) Test Automation
5 48 (32.65%) Continuous Integration
6 38 (25.85%) Software Engineering
7 33 (22.45%) MVC
8 25 (17.01%) BDD
9 20 (13.61%) Web Application Development
9 20 (13.61%) Web Development
10 18 (12.24%) Scrum
11 14 (9.52%) Collaborative Working
12 12 (8.16%) DSDM
12 12 (8.16%) Kanban
12 12 (8.16%) RUP
12 12 (8.16%) SDLC
13 10 (6.80%) Microservices
14 9 (6.12%) DevOps
14 9 (6.12%) Open Source
14 9 (6.12%) Open Source Development
Programming Languages
1 93 (63.27%) SQL
2 85 (57.82%) Java
3 62 (42.18%) JavaScript
4 36 (24.49%) Ruby
5 35 (23.81%) C#
6 27 (18.37%) Python
7 22 (14.97%) PHP
8 14 (9.52%) C++
9 8 (5.44%) Bash Shell
9 8 (5.44%) C
10 6 (4.08%) PowerShell
10 6 (4.08%) T-SQL
10 6 (4.08%) VB
10 6 (4.08%) VB.NET
11 3 (2.04%) Java 9
12 2 (1.36%) ES6
13 1 (0.68%) Groovy
13 1 (0.68%) Perl
13 1 (0.68%) XPath
13 1 (0.68%) XQuery
Qualifications
1 22 (14.97%) Degree
2 9 (6.12%) Security Cleared
3 6 (4.08%) MCSA
3 6 (4.08%) MCSE
3 6 (4.08%) Microsoft Certification
4 2 (1.36%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.36%) QA
2 1 (0.68%) Data Quality
2 1 (0.68%) GDPR
2 1 (0.68%) ISO/IEC 27001
System Software
1 26 (17.69%) Docker
2 6 (4.08%) Virtual Machines
Systems Management
1 21 (14.29%) Ansible
2 20 (13.61%) Puppet
3 11 (7.48%) Opscode Chef
Vendors
1 24 (16.33%) Microsoft
2 21 (14.29%) Oracle
3 4 (2.72%) Google
4 3 (2.04%) CA Agile Central
4 3 (2.04%) Sitecore
5 2 (1.36%) Rackspace
6 1 (0.68%) Apple