Period
to 19 January 2018

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

NoSQL
England > Yorkshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 116 110 186
Rank change year-on-year -6 +76 -13
Permanent jobs citing NoSQL 226 286 191
As % of all permanent IT jobs advertised in Yorkshire 2.34% 2.64% 1.52%
As % of the Database & Business Intelligence category 8.51% 8.76% 4.47%
Number of salaries quoted 187 263 173
Yorkshire median annual salary £50,000 £50,001 £50,000
Median salary % change year-on-year 0.00% +0.00% +25.00%
10th Percentile £33,750 £32,500 £32,500
90th Percentile £60,000 £62,500 £68,750
England median annual salary £55,000 £57,250 £55,000
% change year-on-year -3.93% +4.09% -

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 2,656 3,263 4,272
As % of all permanent IT jobs advertised in Yorkshire 27.51% 30.10% 33.90%
Number of salaries quoted 2,305 2,844 3,481
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £27,500 £26,750
90th Percentile £58,750 £57,500 £58,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

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 January 2018.

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 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
West Yorkshire -7 147 £50,000 0.00% 37
North Yorkshire +21 37 £46,250 - 3
South Yorkshire -23 27 £42,500 -19.05% 4
East Yorkshire 0 7 £40,000 +33.33% 4
NoSQL
England

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

1 135 (59.73%) SQL
2 127 (56.19%) Agile Software Development
3 120 (53.10%) Java
4 108 (47.79%) Git (software)
5 103 (45.58%) JavaScript
6 86 (38.05%) OO
7 78 (34.51%) TDD
8 69 (30.53%) SQL Server
9 63 (27.88%) MongoDB
9 63 (27.88%) Node.js
10 62 (27.43%) Test Automation
11 59 (26.11%) Continuous Integration
11 59 (26.11%) Subversion
12 56 (24.78%) MVC
13 54 (23.89%) HTML
14 50 (22.12%) Software Engineering
14 50 (22.12%) Mercurial
15 49 (21.68%) C#
16 48 (21.24%) Spring
17 47 (20.80%) Ruby
18 46 (20.35%) RESTful
19 44 (19.47%) CSS
20 41 (18.14%) ASP.NET
20 41 (18.14%) .NET
21 40 (17.70%) Hibernate
22 39 (17.26%) PHP
23 38 (16.81%) BDD
24 37 (16.37%) SQL Server 2016
25 36 (15.93%) ASP.NET MVC
26 35 (15.49%) ASP.NET Web API

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 17 (7.52%) Tomcat
2 15 (6.64%) JBoss
3 13 (5.75%) Elasticsearch
4 12 (5.31%) WebLogic
5 9 (3.98%) Confluence
6 8 (3.54%) Jetty
6 8 (3.54%) nginx
7 4 (1.77%) Tornado
8 3 (1.33%) CMS
9 2 (0.88%) Adobe Experience Manager
9 2 (0.88%) Alfresco
9 2 (0.88%) Liferay
10 1 (0.44%) Apache
10 1 (0.44%) IIS
10 1 (0.44%) WebSphere
10 1 (0.44%) WordPress
Business Applications
1 1 (0.44%) Magento
Cloud Services
1 30 (13.27%) Amazon AWS
2 20 (8.85%) Microsoft Azure
3 6 (2.65%) Google Cloud Platform
4 1 (0.44%) Azure Data Factory
4 1 (0.44%) npm
4 1 (0.44%) Serverless
Communications & Networking
1 4 (1.77%) AMQP
2 1 (0.44%) Ethernet
2 1 (0.44%) Internet
2 1 (0.44%) Wireless
Database & Business Intelligence
1 69 (30.53%) SQL Server
2 63 (27.88%) MongoDB
3 37 (16.37%) SQL Server 2016
4 24 (10.62%) SQL Server Integration Services
5 23 (10.18%) MySQL
6 19 (8.41%) Redis
6 19 (8.41%) SQL Server Analysis Services
6 19 (8.41%) SQL Server Reporting Services
7 17 (7.52%) PostgreSQL
8 13 (5.75%) Couchbase
8 13 (5.75%) Hadoop
9 10 (4.42%) Riak
10 6 (2.65%) Apache Cassandra
11 5 (2.21%) Big Data
11 5 (2.21%) SQL Server 2014
12 4 (1.77%) SQL Server 2008
13 3 (1.33%) RavenDB
14 2 (0.88%) BigQuery
14 2 (0.88%) Relational Database
15 1 (0.44%) RethinkDB
Development Applications
1 108 (47.79%) Git (software)
2 59 (26.11%) Subversion
3 50 (22.12%) Mercurial
4 26 (11.50%) Maven
5 15 (6.64%) Jenkins
6 13 (5.75%) JIRA
7 11 (4.87%) Team Foundation Server
8 10 (4.42%) Selenium
9 9 (3.98%) Cucumber
9 9 (3.98%) FitNesse
9 9 (3.98%) TeamCity
10 6 (2.65%) Octopus Deploy
10 6 (2.65%) Vagrant
11 5 (2.21%) SpecFlow
12 4 (1.77%) JBehave
13 3 (1.33%) PHPUnit
14 2 (0.88%) Atlassian Bamboo
14 2 (0.88%) Eclipse
14 2 (0.88%) Travis CI
15 1 (0.44%) Gradle
General
1 28 (12.39%) Advertising
2 13 (5.75%) Finance
3 12 (5.31%) Games
4 5 (2.21%) Music Industry
4 5 (2.21%) Retail
5 2 (0.88%) Legal
5 2 (0.88%) Pharmaceutical
6 1 (0.44%) Banking
6 1 (0.44%) Electronics
6 1 (0.44%) Marketing
Job Titles
1 145 (64.16%) Developer
2 64 (28.32%) Java Developer
3 36 (15.93%) .NET Developer
4 34 (15.04%) Software Engineer
5 32 (14.16%) Senior Developer
6 28 (12.39%) DBA
6 28 (12.39%) Java Engineer
7 27 (11.95%) Java Software Engineer
8 19 (8.41%) Python Developer
8 19 (8.41%) Senior Java Engineer
8 19 (8.41%) Senior Java Software Engineer
8 19 (8.41%) Senior Software Engineer
9 16 (7.08%) PHP Developer
9 16 (7.08%) Senior DBA
9 16 (7.08%) SQL DBA
10 14 (6.19%) Senior Java Developer
11 11 (4.87%) Administrator
11 11 (4.87%) Senior Python Developer
12 10 (4.42%) Software Developer
13 9 (3.98%) Senior SQL DBA
Libraries, Frameworks & Software Standards
1 63 (27.88%) Node.js
2 54 (23.89%) HTML
3 48 (21.24%) Spring
4 46 (20.35%) RESTful
5 44 (19.47%) CSS
6 41 (18.14%) .NET
6 41 (18.14%) ASP.NET
7 40 (17.70%) Hibernate
8 36 (15.93%) ASP.NET MVC
9 35 (15.49%) ASP.NET Web API
10 34 (15.04%) AngularJS
11 32 (14.16%) ASP.NET MVC 5
11 32 (14.16%) WCF
12 26 (11.50%) .NET Framework
12 26 (11.50%) HTML5
12 26 (11.50%) Web Services
13 24 (10.62%) Ajax
14 23 (10.18%) Code First Entity Framework
14 23 (10.18%) Entity Framework
15 22 (9.73%) XML
Miscellaneous
1 31 (13.72%) Algorithms
1 31 (13.72%) Data Structures
2 26 (11.50%) Greenfield Project
3 10 (4.42%) User Experience
4 9 (3.98%) Enterprise Software
5 7 (3.10%) Linux Command Line
6 6 (2.65%) Mobile App
7 5 (2.21%) Private Cloud
8 4 (1.77%) Fintech
9 3 (1.33%) Social Media
10 2 (0.88%) Computer Science
10 2 (0.88%) FMCG
10 2 (0.88%) iPad
11 1 (0.44%) Analytical Skills
11 1 (0.44%) Enterprise Cloud
11 1 (0.44%) Internet of Things
11 1 (0.44%) iPhone
11 1 (0.44%) Social Network
Operating Systems
1 24 (10.62%) Linux
2 6 (2.65%) Android
3 5 (2.21%) Apple iOS
4 2 (0.88%) Unix
5 1 (0.44%) Mac OS X
Processes & Methodologies
1 127 (56.19%) Agile Software Development
2 86 (38.05%) OO
3 78 (34.51%) TDD
4 62 (27.43%) Test Automation
5 59 (26.11%) Continuous Integration
6 56 (24.78%) MVC
7 50 (22.12%) Software Engineering
8 38 (16.81%) BDD
9 32 (14.16%) Web Application Development
10 25 (11.06%) Performance Tuning
11 23 (10.18%) Scrum
12 21 (9.29%) Web Development
13 18 (7.96%) DevOps
13 18 (7.96%) Migration
14 16 (7.08%) Collaborative Working
14 16 (7.08%) Microservices
15 15 (6.64%) Kanban
16 14 (6.19%) DSDM
16 14 (6.19%) Open Source
16 14 (6.19%) RUP
Programming Languages
1 135 (59.73%) SQL
2 120 (53.10%) Java
3 103 (45.58%) JavaScript
4 49 (21.68%) C#
5 47 (20.80%) Ruby
6 39 (17.26%) PHP
7 34 (15.04%) Python
8 24 (10.62%) PowerShell
8 24 (10.62%) T-SQL
9 15 (6.64%) C++
10 8 (3.54%) C
11 7 (3.10%) Bash Shell
12 6 (2.65%) VB
12 6 (2.65%) VB.NET
13 3 (1.33%) Java 9
14 2 (0.88%) ES6
15 1 (0.44%) F#
15 1 (0.44%) Objective-C
15 1 (0.44%) XPath
15 1 (0.44%) XQuery
Qualifications
1 22 (9.73%) Degree
2 9 (3.98%) Security Cleared
3 5 (2.21%) MCSA
3 5 (2.21%) MCSE
3 5 (2.21%) Microsoft Certification
4 2 (0.88%) Computer Science Degree
Quality Assurance & Compliance
1 5 (2.21%) QA
2 1 (0.44%) Data Quality
2 1 (0.44%) GDPR
2 1 (0.44%) ISO/IEC 27001
System Software
1 29 (12.83%) Docker
2 5 (2.21%) Virtual Machines
Systems Management
1 22 (9.73%) Puppet
2 20 (8.85%) Ansible
3 13 (5.75%) Opscode Chef
4 2 (0.88%) TeamSite
Vendors
1 23 (10.18%) Microsoft
2 21 (9.29%) Oracle
3 9 (3.98%) Zend
4 6 (2.65%) Google
5 3 (1.33%) CA Agile Central
5 3 (1.33%) Sitecore
6 2 (0.88%) Adobe
6 2 (0.88%) HP
6 2 (0.88%) OpenText
7 1 (0.44%) Apple
7 1 (0.44%) Facebook
7 1 (0.44%) Rackspace