Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 116 112 147
Rank change year-on-year -4 +35 +55
Permanent jobs citing NoSQL 200 243 234
As % of all permanent IT jobs advertised in Yorkshire 2.40% 2.55% 2.08%
As % of the Database & Business Intelligence category 9.07% 8.37% 6.98%
Number of salaries quoted 175 198 217
Yorkshire median annual salary £42,500 £50,000 £47,500
Median salary % change year-on-year -15.00% +5.26% -5.00%
10th Percentile £33,000 £32,500 £32,000
90th Percentile £60,750 £62,500 £62,500
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 2,206 2,903 3,353
As % of all permanent IT jobs advertised in Yorkshire 26.50% 30.52% 29.80%
Number of salaries quoted 1,842 2,494 2,854
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £27,250 £26,750
90th Percentile £57,500 £60,000 £57,500
England median annual salary £50,000 £50,000 £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 21 October 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 21 October 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 +18 138 £42,500 -22.73% 28
South Yorkshire -23 30 £45,000 -7.69% 17
North Yorkshire -23 25 £39,000 -2.50% 6
East Yorkshire +19 7 £50,000 +33.33% 1
Humberside - 2 £34,500 -
NoSQL
England

For the 6 months to 21 October 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.

1 122 (61.00%) Agile Software Development
2 98 (49.00%) SQL
3 88 (44.00%) Python
4 82 (41.00%) Java
5 77 (38.50%) Git (software)
6 74 (37.00%) C#
7 69 (34.50%) Amazon AWS
8 66 (33.00%) TDD
9 65 (32.50%) Software Engineering
10 64 (32.00%) Jenkins
11 62 (31.00%) MongoDB
11 62 (31.00%) JavaScript
12 61 (30.50%) DevOps
13 58 (29.00%) Node.js
14 57 (28.50%) Continuous Integration
15 49 (24.50%) Linux
16 48 (24.00%) MySQL
17 45 (22.50%) SQL Server
18 44 (22.00%) MVC
18 44 (22.00%) PostgreSQL
19 42 (21.00%) .NET
20 40 (20.00%) Redis
20 40 (20.00%) Elasticsearch
21 39 (19.50%) HTML
21 39 (19.50%) Subversion
22 38 (19.00%) OO
22 38 (19.00%) Ansible
23 37 (18.50%) RabbitMQ
23 37 (18.50%) Spring
24 36 (18.00%) AngularJS

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 40 (20.00%) Elasticsearch
2 30 (15.00%) nginx
3 16 (8.00%) Apache
3 16 (8.00%) Apache Spark
4 11 (5.50%) CMS
4 11 (5.50%) Tomcat
5 6 (3.00%) BizTalk Server
5 6 (3.00%) Oracle SOA Suite
5 6 (3.00%) WordPress
6 5 (2.50%) Apache Solr
6 5 (2.50%) concrete5
6 5 (2.50%) ExpressionEngine
7 4 (2.00%) Confluence
8 1 (0.50%) Adobe Experience Manager
8 1 (0.50%) Alfresco
8 1 (0.50%) Apache Pig
8 1 (0.50%) IIS
8 1 (0.50%) JBoss
8 1 (0.50%) Liferay
8 1 (0.50%) Mule
Applications
1 1 (0.50%) Microsoft Excel
1 1 (0.50%) SPSS
Business Applications
1 5 (2.50%) Magento
Cloud Services
1 69 (34.50%) Amazon AWS
2 34 (17.00%) Microsoft Azure
3 9 (4.50%) SaaS
4 8 (4.00%) Cloud Computing
5 7 (3.50%) Amazon EC2
5 7 (3.50%) Amazon S3
5 7 (3.50%) PaaS
6 5 (2.50%) npm
6 5 (2.50%) Sage Pay
6 5 (2.50%) Serverless
7 3 (1.50%) AWS Fargate
7 3 (1.50%) GitHub
7 3 (1.50%) Google Cloud Platform
8 2 (1.00%) Amazon EMR
9 1 (0.50%) Amazon ELB
9 1 (0.50%) Amazon SQS
9 1 (0.50%) CloudFront
9 1 (0.50%) Google App Engine
9 1 (0.50%) Google Compute Engine
9 1 (0.50%) IaaS
Communications & Networking
1 8 (4.00%) DNS
2 7 (3.50%) Internet
3 3 (1.50%) HTTP
3 3 (1.50%) SSL
4 1 (0.50%) Kerberos
4 1 (0.50%) TCP/IP
Database & Business Intelligence
1 62 (31.00%) MongoDB
2 48 (24.00%) MySQL
3 45 (22.50%) SQL Server
4 44 (22.00%) PostgreSQL
5 40 (20.00%) Redis
6 26 (13.00%) Apache Cassandra
7 24 (12.00%) Relational Database
8 22 (11.00%) Hadoop
9 20 (10.00%) Riak
10 16 (8.00%) CouchDB
11 13 (6.50%) SQL Server 2016
12 11 (5.50%) Amazon DynamoDB
12 11 (5.50%) GIS
12 11 (5.50%) RDBMS
13 10 (5.00%) Big Data
14 9 (4.50%) SQL Server Integration Services
14 9 (4.50%) SQL Server Reporting Services
15 8 (4.00%) Amazon Redshift
15 8 (4.00%) RavenDB
16 6 (3.00%) SQL Server 2012
Development Applications
1 77 (38.50%) Git (software)
2 64 (32.00%) Jenkins
3 39 (19.50%) Subversion
4 27 (13.50%) Mercurial
5 20 (10.00%) JIRA
6 11 (5.50%) Bower
7 7 (3.50%) Visual Studio
8 6 (3.00%) Atlassian Bamboo
8 6 (3.00%) Grunt
8 6 (3.00%) gulp
8 6 (3.00%) Jasmine
8 6 (3.00%) Maven
9 5 (2.50%) Appcelerator Titanium
9 5 (2.50%) Bitbucket
9 5 (2.50%) GitLab
9 5 (2.50%) JSUnit
9 5 (2.50%) Karma Test Runner
9 5 (2.50%) Mocha
9 5 (2.50%) Protractor
9 5 (2.50%) Team Foundation Server
General
1 22 (11.00%) Finance
2 17 (8.50%) Retail
3 9 (4.50%) Advertising
4 6 (3.00%) Games
4 6 (3.00%) Marketing
5 3 (1.50%) Back Office
5 3 (1.50%) Multimedia
Job Titles
1 128 (64.00%) Developer
2 40 (20.00%) Java Developer
3 33 (16.50%) Software Engineer
4 29 (14.50%) Python Developer
5 24 (12.00%) .NET Developer
6 21 (10.50%) Developer/Software Engineer
7 19 (9.50%) Software Developer
8 16 (8.00%) Senior Developer
9 15 (7.50%) Python Engineer
9 15 (7.50%) Python Software Engineer
10 12 (6.00%) C# Developer
10 12 (6.00%) Java Engineer
10 12 (6.00%) Java Software Engineer
11 11 (5.50%) Architect
11 11 (5.50%) C# .NET Developer
12 10 (5.00%) DBA
13 8 (4.00%) ASP.NET Developer
13 8 (4.00%) ASP.NET MVC Developer
13 8 (4.00%) Integration Engineer
13 8 (4.00%) Junior
Libraries, Frameworks & Software Standards
1 58 (29.00%) Node.js
2 42 (21.00%) .NET
3 39 (19.50%) HTML
4 37 (18.50%) RabbitMQ
4 37 (18.50%) Spring
5 36 (18.00%) AngularJS
6 34 (17.00%) CSS
7 32 (16.00%) ASP.NET
8 28 (14.00%) ASP.NET MVC
8 28 (14.00%) RESTful
9 27 (13.50%) React
10 22 (11.00%) Web Services
11 20 (10.00%) XML
12 19 (9.50%) Kafka
13 17 (8.50%) Hibernate
14 16 (8.00%) .NET Framework
14 16 (8.00%) ASP.NET Web API
14 16 (8.00%) Spring Boot
14 16 (8.00%) WCF
15 15 (7.50%) .NET Core
Miscellaneous
1 22 (11.00%) Mobile App
2 20 (10.00%) Greenfield Project
3 17 (8.50%) Analytical Skills
4 14 (7.00%) Self-Motivation
5 8 (4.00%) Enterprise Software
6 7 (3.50%) User Experience
7 6 (3.00%) EFT
8 4 (2.00%) Computer Science
9 3 (1.50%) Algorithms
9 3 (1.50%) Cloud Native
9 3 (1.50%) Public Cloud
10 2 (1.00%) Data Structures
10 2 (1.00%) NHS
11 1 (0.50%) Fintech
11 1 (0.50%) Management Information System
11 1 (0.50%) Replication
11 1 (0.50%) Semantic Web
Operating Systems
1 49 (24.50%) Linux
2 18 (9.00%) CentOS
3 11 (5.50%) Ubuntu
4 5 (2.50%) Windows
5 4 (2.00%) Debian
6 3 (1.50%) Android
6 3 (1.50%) Apple iOS
7 2 (1.00%) Red Hat Enterprise Linux
7 2 (1.00%) Windows Mobile
8 1 (0.50%) Windows Server 2008
8 1 (0.50%) Windows Server 2012
Processes & Methodologies
1 122 (61.00%) Agile Software Development
2 66 (33.00%) TDD
3 65 (32.50%) Software Engineering
4 61 (30.50%) DevOps
5 57 (28.50%) Continuous Integration
6 44 (22.00%) MVC
7 38 (19.00%) OO
8 30 (15.00%) Microservices
9 25 (12.50%) BDD
10 20 (10.00%) Scrum
10 20 (10.00%) Web Development
11 17 (8.50%) Problem-Solving
12 16 (8.00%) Open Source
13 14 (7.00%) Logistics
13 14 (7.00%) Unit Testing
13 14 (7.00%) Web Application Development
14 12 (6.00%) Performance Tuning
14 12 (6.00%) Test Automation
15 10 (5.00%) Coaching
15 10 (5.00%) Mentoring
Programming Languages
1 98 (49.00%) SQL
2 88 (44.00%) Python
3 82 (41.00%) Java
4 74 (37.00%) C#
5 62 (31.00%) JavaScript
6 35 (17.50%) Java 8
7 33 (16.50%) PHP
8 30 (15.00%) Ruby
9 23 (11.50%) C++
10 10 (5.00%) PowerShell
10 10 (5.00%) Scala
10 10 (5.00%) Shell Script
11 9 (4.50%) Java 9
11 9 (4.50%) Kotlin
11 9 (4.50%) R
12 7 (3.50%) Bash Shell
13 6 (3.00%) TypeScript
14 5 (2.50%) T-SQL
14 5 (2.50%) VB.NET
15 4 (2.00%) VB
Qualifications
1 11 (5.50%) Degree
2 8 (4.00%) ITIL Foundation Certificate
2 8 (4.00%) SC Cleared
2 8 (4.00%) Security Cleared
3 5 (2.50%) AWS Certification
4 2 (1.00%) Master's Degree
4 2 (1.00%) RHCE
4 2 (1.00%) RHCSA
5 1 (0.50%) Computer Science Degree
5 1 (0.50%) PhD
Quality Assurance & Compliance
1 12 (6.00%) QA
2 3 (1.50%) SLA
3 2 (1.00%) GDPR
System Software
1 30 (15.00%) Docker
2 5 (2.50%) Apache ZooKeeper
2 5 (2.50%) Varnish
3 1 (0.50%) HDFS
Systems Management
1 38 (19.00%) Ansible
2 17 (8.50%) Kubernetes
3 15 (7.50%) Opscode Chef
4 8 (4.00%) Xymon
4 8 (4.00%) ZABBIX
5 7 (3.50%) Puppet
5 7 (3.50%) Terraform
6 5 (2.50%) Docker Swarm
7 3 (1.50%) Cobbler
7 3 (1.50%) Hadoop YARN
8 2 (1.00%) Consul
8 2 (1.00%) Grafana
8 2 (1.00%) Graphite
8 2 (1.00%) Packer
8 2 (1.00%) Prometheus
8 2 (1.00%) Rancher
9 1 (0.50%) Oozie
9 1 (0.50%) TeamSite
Vendors
1 33 (16.50%) Microsoft
2 18 (9.00%) Red Hat
3 15 (7.50%) Oracle
4 10 (5.00%) Google
5 7 (3.50%) Sybase
6 6 (3.00%) Xamarin
6 6 (3.00%) Zend
7 5 (2.50%) PayPal
8 3 (1.50%) ServiceNow
9 2 (1.00%) Twitter
10 1 (0.50%) Adobe
10 1 (0.50%) Atlassian
10 1 (0.50%) Dell
10 1 (0.50%) Facebook
10 1 (0.50%) HP
10 1 (0.50%) hybris
10 1 (0.50%) MuleSoft
10 1 (0.50%) OpenText
10 1 (0.50%) SAP
10 1 (0.50%) Tableau