Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 93 91 145
Rank change year-on-year -2 +54 +54
Permanent jobs citing NoSQL 305 333 263
As % of all permanent IT jobs advertised in Yorkshire 2.95% 3.14% 2.13%
As % of the Database & Business Intelligence category 10.65% 9.81% 6.22%
Number of salaries quoted 271 290 217
Yorkshire median annual salary £50,000 £50,000 £50,000
Median salary % change year-on-year 0.00% +0.00% +11.11%
10th Percentile £34,250 £32,500 £32,000
90th Percentile £65,000 £60,000 £75,000
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% -

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 2,864 3,394 4,230
As % of all permanent IT jobs advertised in Yorkshire 27.72% 31.98% 34.21%
Number of salaries quoted 2,508 2,958 3,462
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £27,500 £26,750 £26,875
90th Percentile £60,000 £58,750 £57,500
England median annual salary £50,000 £47,500 £47,500
% 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 23 April 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 23 April 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 -2 208 £50,000 0.00% 46
North Yorkshire +25 40 £60,000 +50.00% 3
South Yorkshire -35 34 £42,500 -10.53% 7
East Yorkshire +14 15 £40,000 +14.29% 2
NoSQL
England

For the 6 months to 23 April 2018, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for NoSQL.

1 207 (67.87%) Agile Software Development
2 148 (48.52%) SQL
3 138 (45.25%) Java
4 128 (41.97%) JavaScript
5 125 (40.98%) Git (software)
6 124 (40.66%) TDD
7 110 (36.07%) C#
7 110 (36.07%) SQL Server
8 101 (33.11%) OO
9 99 (32.46%) Node.js
10 85 (27.87%) MVC
11 79 (25.90%) RESTful
12 78 (25.57%) Ruby
13 76 (24.92%) .NET
14 72 (23.61%) HTML
14 72 (23.61%) ASP.NET
15 70 (22.95%) MongoDB
16 66 (21.64%) ASP.NET MVC
16 66 (21.64%) BDD
17 63 (20.66%) Spring
18 62 (20.33%) Python
19 58 (19.02%) PHP
19 58 (19.02%) Software Engineering
19 58 (19.02%) Continuous Integration
19 58 (19.02%) ASP.NET Web API
20 57 (18.69%) ASP.NET MVC 5
21 56 (18.36%) Web Application Development
21 56 (18.36%) SQL Server 2016
21 56 (18.36%) WCF
21 56 (18.36%) CSS

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 38 (12.46%) Tomcat
2 14 (4.59%) Elasticsearch
3 9 (2.95%) Confluence
3 9 (2.95%) JBoss
4 7 (2.30%) WebLogic
5 6 (1.97%) Apache Solr
5 6 (1.97%) Jetty
6 5 (1.64%) Apache Spark
6 5 (1.64%) nginx
7 3 (0.98%) CMS
7 3 (0.98%) WordPress
8 2 (0.66%) Adobe Experience Manager
8 2 (0.66%) Alfresco
8 2 (0.66%) Liferay
8 2 (0.66%) Tornado
9 1 (0.33%) Apache
9 1 (0.33%) IIS
9 1 (0.33%) Sitecore CMS
9 1 (0.33%) WebSphere
Applications
1 1 (0.33%) Microsoft Excel
1 1 (0.33%) SPSS
Cloud Services
1 50 (16.39%) Amazon AWS
2 48 (15.74%) Microsoft Azure
3 13 (4.26%) Azure Data Factory
4 11 (3.61%) PaaS
5 10 (3.28%) SaaS
6 8 (2.62%) Google Cloud Platform
6 8 (2.62%) IaaS
7 5 (1.64%) npm
8 4 (1.31%) Serverless
9 3 (0.98%) GitHub
Communications & Networking
1 4 (1.31%) HTTP
2 3 (0.98%) Internet
3 2 (0.66%) AMQP
3 2 (0.66%) DNS
3 2 (0.66%) SSL
4 1 (0.33%) Ethernet
4 1 (0.33%) Wireless
Database & Business Intelligence
1 110 (36.07%) SQL Server
2 70 (22.95%) MongoDB
3 56 (18.36%) SQL Server 2016
4 40 (13.11%) MySQL
5 35 (11.48%) SQL Server Integration Services
6 32 (10.49%) SQL Server Analysis Services
6 32 (10.49%) SQL Server Reporting Services
7 18 (5.90%) Riak
8 13 (4.26%) Apache Cassandra
8 13 (4.26%) Data Lake
8 13 (4.26%) HDInsight
8 13 (4.26%) Redis
9 12 (3.93%) PostgreSQL
9 12 (3.93%) RavenDB
10 9 (2.95%) Hadoop
10 9 (2.95%) Relational Database
11 8 (2.62%) Couchbase
12 7 (2.30%) Big Data
13 6 (1.97%) RDBMS
14 2 (0.66%) BigQuery
Development Applications
1 125 (40.98%) Git (software)
2 51 (16.72%) Subversion
3 40 (13.11%) Mercurial
4 25 (8.20%) JIRA
5 23 (7.54%) Jenkins
6 14 (4.59%) Maven
7 11 (3.61%) TeamCity
8 8 (2.62%) Selenium
9 7 (2.30%) Octopus Deploy
10 6 (1.97%) PHPUnit
11 5 (1.64%) Cucumber
11 5 (1.64%) FitNesse
11 5 (1.64%) webpack
12 4 (1.31%) Team Foundation Server
12 4 (1.31%) Vagrant
13 3 (0.98%) SpecFlow
14 2 (0.66%) Atlassian Bamboo
14 2 (0.66%) JBehave
14 2 (0.66%) Travis CI
15 1 (0.33%) GoCD
General
1 46 (15.08%) Advertising
2 33 (10.82%) Finance
3 24 (7.87%) Retail
4 18 (5.90%) Games
5 2 (0.66%) Marketing
5 2 (0.66%) Pharmaceutical
6 1 (0.33%) Banking
6 1 (0.33%) Legal
6 1 (0.33%) Multimedia
Job Titles
1 205 (67.21%) Developer
2 74 (24.26%) Java Developer
3 70 (22.95%) .NET Developer
4 40 (13.11%) Senior Developer
5 34 (11.15%) Software Engineer
6 32 (10.49%) DBA
7 23 (7.54%) PHP Developer
7 23 (7.54%) Python Developer
8 21 (6.89%) AWS Engineer
8 21 (6.89%) Java Engineer
8 21 (6.89%) Java Software Engineer
8 21 (6.89%) SQL DBA
9 20 (6.56%) SQL Server DBA
10 17 (5.57%) AWS Software Engineer
11 16 (5.25%) Senior DBA
11 16 (5.25%) Senior Python Developer
12 12 (3.93%) Junior
12 12 (3.93%) Junior Developer
12 12 (3.93%) Senior Java Developer
13 11 (3.61%) Software Developer
Libraries, Frameworks & Software Standards
1 99 (32.46%) Node.js
2 79 (25.90%) RESTful
3 76 (24.92%) .NET
4 72 (23.61%) ASP.NET
4 72 (23.61%) HTML
5 66 (21.64%) ASP.NET MVC
6 63 (20.66%) Spring
7 58 (19.02%) ASP.NET Web API
8 57 (18.69%) ASP.NET MVC 5
9 56 (18.36%) CSS
9 56 (18.36%) WCF
10 44 (14.43%) Hibernate
11 43 (14.10%) .NET Framework
12 39 (12.79%) Entity Framework
13 37 (12.13%) AngularJS
14 36 (11.80%) Ajax
15 34 (11.15%) HTML5
16 31 (10.16%) jQuery
17 30 (9.84%) Code First Entity Framework
18 27 (8.85%) KnockoutJS
Miscellaneous
1 48 (15.74%) Greenfield Project
2 16 (5.25%) Enterprise Software
3 15 (4.92%) Algorithms
3 15 (4.92%) Analytical Skills
3 15 (4.92%) User Experience
4 14 (4.59%) Mobile App
5 11 (3.61%) Data Structures
5 11 (3.61%) NHS
5 11 (3.61%) Self-Motivation
6 9 (2.95%) Linux Command Line
7 3 (0.98%) Social Media
8 2 (0.66%) Computer Science
8 2 (0.66%) Enterprise Cloud
8 2 (0.66%) FMCG
9 1 (0.33%) Fintech
9 1 (0.33%) Internet of Things
9 1 (0.33%) iPhone
Operating Systems
1 27 (8.85%) Linux
2 9 (2.95%) Android
2 9 (2.95%) Unix
3 8 (2.62%) Apple iOS
3 8 (2.62%) Windows
4 7 (2.30%) Windows Mobile
5 1 (0.33%) Mac OS X
Processes & Methodologies
1 207 (67.87%) Agile Software Development
2 124 (40.66%) TDD
3 101 (33.11%) OO
4 85 (27.87%) MVC
5 66 (21.64%) BDD
6 58 (19.02%) Continuous Integration
6 58 (19.02%) Software Engineering
7 56 (18.36%) Web Application Development
8 51 (16.72%) Scrum
9 50 (16.39%) Test Automation
10 33 (10.82%) Performance Tuning
11 28 (9.18%) Kanban
12 27 (8.85%) DevOps
13 26 (8.52%) DSDM
13 26 (8.52%) RUP
14 25 (8.20%) Microservices
14 25 (8.20%) Migration
15 24 (7.87%) Collaborative Working
15 24 (7.87%) Web Development
16 21 (6.89%) Business Intelligence
Programming Languages
1 148 (48.52%) SQL
2 138 (45.25%) Java
3 128 (41.97%) JavaScript
4 110 (36.07%) C#
5 78 (25.57%) Ruby
6 62 (20.33%) Python
7 58 (19.02%) PHP
8 33 (10.82%) T-SQL
9 31 (10.16%) PowerShell
10 26 (8.52%) Java 8
11 18 (5.90%) C++
12 15 (4.92%) C
13 12 (3.93%) VB
13 12 (3.93%) VB.NET
14 9 (2.95%) PL/SQL
15 7 (2.30%) Bash Shell
15 7 (2.30%) Kotlin
15 7 (2.30%) Scala
16 4 (1.31%) Groovy
16 4 (1.31%) Perl
Qualifications
1 11 (3.61%) Degree
2 8 (2.62%) Security Cleared
3 2 (0.66%) AWS Certification
3 2 (0.66%) Computer Science Degree
Quality Assurance & Compliance
1 23 (7.54%) QA
System Software
1 41 (13.44%) Docker
2 5 (1.64%) Apache ZooKeeper
Systems Management
1 18 (5.90%) Puppet
2 17 (5.57%) Opscode Chef
3 13 (4.26%) Ansible
4 7 (2.30%) Kubernetes
5 2 (0.66%) Cobbler
5 2 (0.66%) TeamSite
6 1 (0.33%) Data Guard
6 1 (0.33%) Enterprise Manager Cloud Control
6 1 (0.33%) Nagios
6 1 (0.33%) Oracle RMAN
6 1 (0.33%) Rancher
6 1 (0.33%) Terraform
Vendors
1 55 (18.03%) Microsoft
2 23 (7.54%) Oracle
3 12 (3.93%) Google
3 12 (3.93%) Zend
4 8 (2.62%) Apigee
5 4 (1.31%) CA Agile Central
6 2 (0.66%) Adobe
6 2 (0.66%) Facebook
6 2 (0.66%) HP
6 2 (0.66%) OpenText
7 1 (0.33%) Apple
7 1 (0.33%) Atlassian
7 1 (0.33%) IBM
7 1 (0.33%) Sitecore