Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 119 129 121
Rank change year-on-year +10 -8 +75
Permanent jobs citing NoSQL 181 217 274
As % of all permanent IT jobs advertised in Yorkshire 2.31% 2.21% 2.48%
As % of the Database & Business Intelligence category 8.88% 7.86% 8.27%
Number of salaries quoted 157 178 252
Yorkshire median annual salary £42,500 £50,000 £50,001
Median salary % change year-on-year -15.00% 0.00% -4.76%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £73,750 £60,000 £62,500
England median annual salary £60,000 £55,000 £56,000
% change year-on-year +9.09% -1.79% +1.82%

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 2,039 2,762 3,313
As % of all permanent IT jobs advertised in Yorkshire 25.99% 28.14% 29.96%
Number of salaries quoted 1,712 2,394 2,879
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,504 £27,500 £27,500
90th Percentile £57,500 £60,000 £57,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 15 December 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 15 December 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 +16 117 £45,000 -10.00% 40
South Yorkshire +6 36 £45,000 +5.88% 8
North Yorkshire -20 23 £39,000 -8.24% 1
East Yorkshire +7 5 £45,000 +12.50% 1
Humberside - 2 £34,500 -
NoSQL
England

For the 6 months to 15 December 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.

1 111 (61.33%) Agile Software Development
2 97 (53.59%) SQL
3 79 (43.65%) Python
4 75 (41.44%) Java
5 72 (39.78%) JavaScript
6 71 (39.23%) Software Engineering
6 71 (39.23%) Amazon AWS
7 69 (38.12%) Git (software)
8 68 (37.57%) Jenkins
9 67 (37.02%) DevOps
9 67 (37.02%) MongoDB
10 65 (35.91%) Continuous Integration
11 61 (33.70%) MySQL
11 61 (33.70%) Node.js
12 58 (32.04%) TDD
13 55 (30.39%) Linux
14 52 (28.73%) PostgreSQL
15 50 (27.62%) C#
16 49 (27.07%) HTML
17 46 (25.41%) CSS
18 42 (23.20%) Elasticsearch
19 40 (22.10%) AngularJS
19 40 (22.10%) OO
20 39 (21.55%) RabbitMQ
21 38 (20.99%) Ansible
22 37 (20.44%) Redis
23 36 (19.89%) Docker
23 36 (19.89%) Microservices
23 36 (19.89%) Subversion
23 36 (19.89%) Apache Cassandra

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 42 (23.20%) Elasticsearch
2 30 (16.57%) nginx
3 20 (11.05%) Apache Spark
4 15 (8.29%) Apache
5 10 (5.52%) CMS
6 6 (3.31%) BizTalk Server
7 5 (2.76%) Apache Solr
7 5 (2.76%) Oracle SOA Suite
8 4 (2.21%) concrete5
8 4 (2.21%) ExpressionEngine
8 4 (2.21%) WordPress
9 2 (1.10%) SAS
9 2 (1.10%) Tomcat
10 1 (0.55%) Adobe Experience Manager
10 1 (0.55%) Alfresco
10 1 (0.55%) Liferay
Business Applications
1 4 (2.21%) Magento
2 1 (0.55%) Dynamics CRM
Cloud Services
1 71 (39.23%) Amazon AWS
2 20 (11.05%) Microsoft Azure
3 12 (6.63%) Cloud Computing
4 8 (4.42%) npm
5 7 (3.87%) GitHub
5 7 (3.87%) SaaS
6 6 (3.31%) Amazon EC2
6 6 (3.31%) PaaS
7 5 (2.76%) Amazon S3
8 4 (2.21%) Google Cloud Platform
8 4 (2.21%) Sage Pay
9 3 (1.66%) AWS Fargate
9 3 (1.66%) Serverless
10 2 (1.10%) BlazeMeter
10 2 (1.10%) Sauce Labs
11 1 (0.55%) Amazon CloudWatch
11 1 (0.55%) AWS CloudTrail
11 1 (0.55%) AWS Lambda
11 1 (0.55%) NuGet
11 1 (0.55%) Virtual Private Cloud
Communications & Networking
1 9 (4.97%) DNS
2 5 (2.76%) Internet
2 5 (2.76%) SSL
3 1 (0.55%) HTTP
3 1 (0.55%) TCP/IP
Database & Business Intelligence
1 67 (37.02%) MongoDB
2 61 (33.70%) MySQL
3 52 (28.73%) PostgreSQL
4 37 (20.44%) Redis
5 36 (19.89%) Apache Cassandra
6 30 (16.57%) SQL Server
7 26 (14.36%) Hadoop
8 24 (13.26%) Riak
9 18 (9.94%) Relational Database
10 16 (8.84%) Amazon DynamoDB
11 15 (8.29%) CouchDB
12 13 (7.18%) Big Data
13 11 (6.08%) GIS
14 9 (4.97%) SQL Server Integration Services
14 9 (4.97%) SQL Server Reporting Services
15 8 (4.42%) RDBMS
16 7 (3.87%) Amazon Redshift
17 6 (3.31%) SQL Server 2012
18 5 (2.76%) RavenDB
19 4 (2.21%) SQL Server Analysis Services
Development Applications
1 69 (38.12%) Git (software)
2 68 (37.57%) Jenkins
3 36 (19.89%) Subversion
4 25 (13.81%) Mercurial
5 12 (6.63%) JIRA
6 11 (6.08%) Grunt
6 11 (6.08%) gulp
7 10 (5.52%) Bower
8 8 (4.42%) Atlassian Bamboo
9 7 (3.87%) GitLab
9 7 (3.87%) Visual Studio
10 6 (3.31%) Jasmine
11 5 (2.76%) Bitbucket
11 5 (2.76%) JSUnit
11 5 (2.76%) Karma Test Runner
11 5 (2.76%) Maven
11 5 (2.76%) Mocha
11 5 (2.76%) Protractor
11 5 (2.76%) Team Foundation Server
12 4 (2.21%) Appcelerator Titanium
General
1 14 (7.73%) Finance
2 8 (4.42%) Retail
3 5 (2.76%) Games
4 4 (2.21%) Marketing
5 3 (1.66%) Legal
5 3 (1.66%) Multimedia
6 1 (0.55%) Music Industry
6 1 (0.55%) Publishing
Job Titles
1 109 (60.22%) Developer
2 39 (21.55%) Software Engineer
3 34 (18.78%) Python Developer
4 23 (12.71%) Java Developer
5 20 (11.05%) Software Developer
6 19 (10.50%) Developer/Software Engineer
7 18 (9.94%) Python Engineer
8 16 (8.84%) Java Engineer
8 16 (8.84%) Java Software Engineer
8 16 (8.84%) Python Software Engineer
9 12 (6.63%) .NET Developer
9 12 (6.63%) Architect
9 12 (6.63%) JavaScript Developer
10 11 (6.08%) Senior Developer
11 10 (5.52%) C# Developer
11 10 (5.52%) DevOps Engineer
12 9 (4.97%) C# .NET Developer
13 8 (4.42%) AWS Engineer
13 8 (4.42%) Web Developer
14 7 (3.87%) DBA
Libraries, Frameworks & Software Standards
1 61 (33.70%) Node.js
2 49 (27.07%) HTML
3 46 (25.41%) CSS
4 40 (22.10%) AngularJS
5 39 (21.55%) RabbitMQ
6 28 (15.47%) .NET
7 27 (14.92%) Spring
8 26 (14.36%) Kafka
9 22 (12.15%) React
9 22 (12.15%) Spring Boot
10 21 (11.60%) ASP.NET
10 21 (11.60%) HTML5
11 20 (11.05%) Web Services
12 16 (8.84%) jQuery
13 15 (8.29%) ASP.NET MVC
14 14 (7.73%) Ajax
14 14 (7.73%) REST
15 13 (7.18%) JSON
15 13 (7.18%) RESTful
16 12 (6.63%) WCF
Miscellaneous
1 19 (10.50%) Mobile App
2 12 (6.63%) Analytical Skills
2 12 (6.63%) Greenfield Project
3 8 (4.42%) Self-Motivation
4 6 (3.31%) Cloud Native
4 6 (3.31%) EFT
5 4 (2.21%) Algorithms
6 3 (1.66%) Public Cloud
6 3 (1.66%) User Experience
7 2 (1.10%) Data Structures
7 2 (1.10%) Enterprise Software
8 1 (0.55%) Blog
8 1 (0.55%) Mainframe
8 1 (0.55%) Management Information System
8 1 (0.55%) Replication
8 1 (0.55%) Semantic Web
Operating Systems
1 55 (30.39%) Linux
2 17 (9.39%) CentOS
3 11 (6.08%) Ubuntu
4 6 (3.31%) Red Hat Enterprise Linux
5 4 (2.21%) Unix
6 3 (1.66%) Debian
7 2 (1.10%) Windows
Processes & Methodologies
1 111 (61.33%) Agile Software Development
2 71 (39.23%) Software Engineering
3 67 (37.02%) DevOps
4 65 (35.91%) Continuous Integration
5 58 (32.04%) TDD
6 40 (22.10%) OO
7 36 (19.89%) Microservices
8 31 (17.13%) MVC
9 25 (13.81%) Open Source
9 25 (13.81%) Web Development
10 16 (8.84%) Test Automation
11 15 (8.29%) Coaching
12 13 (7.18%) Analytics
12 13 (7.18%) Mentoring
12 13 (7.18%) Scrum
13 12 (6.63%) Configuration Management
13 12 (6.63%) Web Application Development
14 11 (6.08%) BDD
15 10 (5.52%) Data Analytics
15 10 (5.52%) Data Science
Programming Languages
1 97 (53.59%) SQL
2 79 (43.65%) Python
3 75 (41.44%) Java
4 72 (39.78%) JavaScript
5 50 (27.62%) C#
6 32 (17.68%) Java 8
7 30 (16.57%) C++
8 20 (11.05%) Ruby
9 19 (10.50%) PHP
10 16 (8.84%) Scala
11 13 (7.18%) Kotlin
12 11 (6.08%) Shell Script
13 9 (4.97%) Bash Shell
14 8 (4.42%) C
14 8 (4.42%) PowerShell
15 6 (3.31%) Java 9
15 6 (3.31%) TypeScript
16 5 (2.76%) MATLAB
17 4 (2.21%) VB.NET
18 3 (1.66%) T-SQL
Qualifications
1 14 (7.73%) Degree
2 9 (4.97%) AWS Certification
3 8 (4.42%) SC Cleared
3 8 (4.42%) Security Cleared
4 6 (3.31%) ITIL Foundation Certificate
5 4 (2.21%) RHCE
5 4 (2.21%) RHCSA
6 3 (1.66%) Computer Science Degree
7 2 (1.10%) Master's Degree
8 1 (0.55%) PhD
Quality Assurance & Compliance
1 4 (2.21%) QA
2 3 (1.66%) SLA
System Software
1 36 (19.89%) Docker
2 5 (2.76%) Apache ZooKeeper
3 4 (2.21%) Varnish
4 2 (1.10%) Apache Flume
4 2 (1.10%) Firmware
4 2 (1.10%) HDFS
Systems Management
1 38 (20.99%) Ansible
2 23 (12.71%) Kubernetes
3 21 (11.60%) Opscode Chef
4 9 (4.97%) Puppet
5 7 (3.87%) Docker Swarm
5 7 (3.87%) Terraform
6 6 (3.31%) Xymon
6 6 (3.31%) ZABBIX
7 5 (2.76%) Cobbler
7 5 (2.76%) Hadoop YARN
8 4 (2.21%) Consul
8 4 (2.21%) Grafana
8 4 (2.21%) Graphite
8 4 (2.21%) Packer
8 4 (2.21%) Prometheus
9 2 (1.10%) CA Service Virtualization
9 2 (1.10%) Oozie
10 1 (0.55%) TeamSite
Vendors
1 18 (9.94%) Microsoft
2 17 (9.39%) Red Hat
3 16 (8.84%) Oracle
4 10 (5.52%) Google
5 7 (3.87%) Sybase
6 6 (3.31%) Xamarin
7 4 (2.21%) PayPal
7 4 (2.21%) Zend
8 2 (1.10%) Adobe
8 2 (1.10%) CA
8 2 (1.10%) Cloudera
8 2 (1.10%) Hortonworks
8 2 (1.10%) Perfecto Mobile
8 2 (1.10%) Splunk
8 2 (1.10%) Tableau
8 2 (1.10%) Talend
8 2 (1.10%) Twitter
9 1 (0.55%) HP
9 1 (0.55%) OpenText
9 1 (0.55%) Salesforce.com