Period
to 20 May 2019

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 20 May 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
20 May 2019
Same period 2018 Same period 2017
Rank 151 94 93
Rank change year-on-year -57 -1 +53
Permanent jobs citing NoSQL 159 285 338
As % of all permanent IT jobs advertised in Yorkshire 2.15% 2.94% 3.17%
As % of the Database & Business Intelligence category 8.43% 10.50% 9.82%
Number of salaries quoted 143 255 289
Yorkshire median annual salary £49,337 £50,000 £50,000
Median salary % change year-on-year -1.33% - -
10th Percentile £34,775 £35,000 £32,500
90th Percentile £65,000 £65,000 £60,000
England median annual salary £62,500 £57,000 £57,500
% change year-on-year +9.65% -0.87% +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 1,887 2,714 3,443
As % of all permanent IT jobs advertised in Yorkshire 25.53% 27.96% 32.33%
Number of salaries quoted 1,668 2,356 2,970
Yorkshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £29,000 £27,500 £26,750
90th Percentile £61,075 £60,000 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 20 May 2019.

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 20 May 2019. 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 -11 112 £49,337 +9.64% 7
South Yorkshire -5 26 £46,731 +9.96% 4
North Yorkshire -53 21 £50,000 -16.67% 1
NoSQL
England

For the 6 months to 20 May 2019, 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 (69.81%) Agile Software Development
2 108 (67.92%) SQL
3 88 (55.35%) Java
4 69 (43.40%) DevOps
5 59 (37.11%) MongoDB
6 58 (36.48%) Git (software)
7 55 (34.59%) Amazon AWS
7 55 (34.59%) Software Engineering
8 54 (33.96%) MySQL
9 53 (33.33%) Continuous Integration
10 51 (32.08%) TDD
11 47 (29.56%) Python
12 46 (28.93%) PostgreSQL
13 45 (28.30%) Microservices
14 42 (26.42%) Jenkins
15 40 (25.16%) OO
16 39 (24.53%) JavaScript
17 38 (23.90%) RabbitMQ
18 36 (22.64%) Scala
19 35 (22.01%) C#
20 34 (21.38%) SQL Server
20 34 (21.38%) Apache Cassandra
21 33 (20.75%) Spring
21 33 (20.75%) Mentoring
21 33 (20.75%) Docker
21 33 (20.75%) Spring Boot
22 30 (18.87%) Coaching
23 29 (18.24%) Subversion
23 29 (18.24%) Node.js
23 29 (18.24%) Hadoop

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 26 (16.35%) Elasticsearch
2 25 (15.72%) nginx
3 22 (13.84%) Apache Spark
4 6 (3.77%) Apache
5 3 (1.89%) CMS
5 3 (1.89%) Confluence
5 3 (1.89%) JBoss
5 3 (1.89%) SAS
5 3 (1.89%) Tomcat
5 3 (1.89%) WebLogic
5 3 (1.89%) WebSphere
6 2 (1.26%) ColdFusion
7 1 (0.63%) Apache Pig
7 1 (0.63%) concrete5
7 1 (0.63%) ExpressionEngine
7 1 (0.63%) Liferay
7 1 (0.63%) Oracle SOA Suite
7 1 (0.63%) WebSphere Application Server
Applications
1 1 (0.63%) Weka
Business Applications
1 1 (0.63%) Dynamics CRM
1 1 (0.63%) Magento
Cloud Services
1 55 (34.59%) Amazon AWS
2 21 (13.21%) Microsoft Azure
3 15 (9.43%) GitHub
4 6 (3.77%) Google Cloud Platform
5 5 (3.14%) Amazon EC2
6 3 (1.89%) Amazon S3
6 3 (1.89%) npm
7 2 (1.26%) Amazon ELB
7 2 (1.26%) Amazon EMR
7 2 (1.26%) Google App Engine
7 2 (1.26%) Google Compute Engine
7 2 (1.26%) IaaS
7 2 (1.26%) Route 53
7 2 (1.26%) Virtual Private Cloud
8 1 (0.63%) Adobe Analytics
8 1 (0.63%) Cloud Computing
8 1 (0.63%) Kong
8 1 (0.63%) NuGet
8 1 (0.63%) SaaS
8 1 (0.63%) Sage Pay
Communications & Networking
1 3 (1.89%) Internet
2 2 (1.26%) DNS
2 2 (1.26%) Firewall
3 1 (0.63%) HTTP
3 1 (0.63%) VPN
Database & Business Intelligence
1 59 (37.11%) MongoDB
2 54 (33.96%) MySQL
3 46 (28.93%) PostgreSQL
4 34 (21.38%) Apache Cassandra
4 34 (21.38%) SQL Server
5 29 (18.24%) Hadoop
6 26 (16.35%) Big Data
7 25 (15.72%) Redis
8 24 (15.09%) Apache Hive
9 23 (14.47%) Riak
10 19 (11.95%) SQL Server Integration Services
10 19 (11.95%) SQL Server Reporting Services
11 16 (10.06%) HBase
12 15 (9.43%) Relational Database
12 15 (9.43%) SQL Server Analysis Services
13 14 (8.81%) Data Warehouse
13 14 (8.81%) Spark SQL
13 14 (8.81%) Sqoop
14 13 (8.18%) SQL Server 2012
15 12 (7.55%) Amazon DynamoDB
Development Applications
1 58 (36.48%) Git (software)
2 42 (26.42%) Jenkins
3 29 (18.24%) Subversion
4 28 (17.61%) Mercurial
5 5 (3.14%) gulp
6 4 (2.52%) Grunt
7 3 (1.89%) Bitbucket
7 3 (1.89%) Cucumber
7 3 (1.89%) JIRA
7 3 (1.89%) Selenium
8 2 (1.26%) Bower
8 2 (1.26%) git-flow
8 2 (1.26%) Maven
8 2 (1.26%) TeamCity
9 1 (0.63%) GitLab
9 1 (0.63%) Karma Test Runner
9 1 (0.63%) Octopus Deploy
9 1 (0.63%) Protractor
9 1 (0.63%) SonarQube
9 1 (0.63%) Sonatype Nexus
General
1 1 (0.63%) Finance
1 1 (0.63%) Games
1 1 (0.63%) Legal
1 1 (0.63%) Music Industry
Job Titles
1 82 (51.57%) Developer
2 46 (28.93%) Software Engineer
3 26 (16.35%) Java Developer
4 22 (13.84%) Python Developer
4 22 (13.84%) Python Engineer
4 22 (13.84%) Software Developer
5 20 (12.58%) Architect
6 18 (11.32%) Java Engineer
7 17 (10.69%) Java Software Engineer
8 15 (9.43%) Big Data Engineer
8 15 (9.43%) Data Engineer
9 14 (8.81%) Developer/Software Engineer
9 14 (8.81%) Python Software Engineer
10 13 (8.18%) Java Scala Software Engineer
10 13 (8.18%) Scala Software Engineer
11 12 (7.55%) Senior Developer
12 9 (5.66%) DBA
13 8 (5.03%) .NET Developer
13 8 (5.03%) Java Architect
13 8 (5.03%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 38 (23.90%) RabbitMQ
2 33 (20.75%) Spring
2 33 (20.75%) Spring Boot
3 29 (18.24%) Node.js
4 27 (16.98%) Kafka
5 23 (14.47%) CSS
6 22 (13.84%) HTML
7 17 (10.69%) AngularJS
8 14 (8.81%) .NET
8 14 (8.81%) Spark Streaming
9 11 (6.92%) REST
10 9 (5.66%) CSS3
10 9 (5.66%) Dropwizard
10 9 (5.66%) RESTful
10 9 (5.66%) Web Services
11 8 (5.03%) ASP.NET
11 8 (5.03%) HTML5
11 8 (5.03%) JSON
11 8 (5.03%) XML
12 7 (4.40%) React
Miscellaneous
1 12 (7.55%) Algorithms
2 11 (6.92%) Data Structures
3 10 (6.29%) Analytical Skills
4 7 (4.40%) Greenfield Project
5 4 (2.52%) Fintech
6 2 (1.26%) Enterprise Software
6 2 (1.26%) Linux Command Line
6 2 (1.26%) Mainframe
6 2 (1.26%) Mobile App
7 1 (0.63%) Blog
7 1 (0.63%) Cloud Native
7 1 (0.63%) Self-Motivation
7 1 (0.63%) User Experience
Operating Systems
1 27 (16.98%) Linux
2 25 (15.72%) Unix
3 6 (3.77%) Windows
4 4 (2.52%) Red Hat Enterprise Linux
4 4 (2.52%) Ubuntu
5 2 (1.26%) Windows Server
6 1 (0.63%) AIX
6 1 (0.63%) CentOS
Processes & Methodologies
1 111 (69.81%) Agile Software Development
2 69 (43.40%) DevOps
3 55 (34.59%) Software Engineering
4 53 (33.33%) Continuous Integration
5 51 (32.08%) TDD
6 45 (28.30%) Microservices
7 40 (25.16%) OO
8 33 (20.75%) Mentoring
9 30 (18.87%) Coaching
10 26 (16.35%) ETL
11 25 (15.72%) Machine Learning
12 21 (13.21%) Analytics
12 21 (13.21%) Test Automation
13 17 (10.69%) Open Source
14 16 (10.06%) Data Analysis
14 16 (10.06%) Use Case
15 15 (9.43%) BDD
15 15 (9.43%) Data Modelling
15 15 (9.43%) Data Transformation
15 15 (9.43%) Performance Tuning
Programming Languages
1 108 (67.92%) SQL
2 88 (55.35%) Java
3 47 (29.56%) Python
4 39 (24.53%) JavaScript
5 36 (22.64%) Scala
6 35 (22.01%) C#
7 22 (13.84%) Java 8
8 21 (13.21%) Kotlin
9 16 (10.06%) C++
10 13 (8.18%) PHP
11 9 (5.66%) T-SQL
12 7 (4.40%) Ruby
13 5 (3.14%) Bash Shell
13 5 (3.14%) PowerShell
14 4 (2.52%) Go
14 4 (2.52%) Perl
15 2 (1.26%) MATLAB
15 2 (1.26%) R
16 1 (0.63%) F#
16 1 (0.63%) VB.NET
Qualifications
1 10 (6.29%) Degree
2 4 (2.52%) Computer Science Degree
3 1 (0.63%) Security Cleared
Quality Assurance & Compliance
1 7 (4.40%) QA
2 3 (1.89%) SLA
3 2 (1.26%) Data Quality
System Software
1 33 (20.75%) Docker
2 15 (9.43%) HDFS
3 14 (8.81%) Apache Flume
4 4 (2.52%) Firmware
5 3 (1.89%) VMware Infrastructure
6 1 (0.63%) Varnish
6 1 (0.63%) VMware ESXi
Systems Management
1 23 (14.47%) Kubernetes
2 21 (13.21%) Ansible
3 17 (10.69%) Opscode Chef
4 14 (8.81%) Oozie
5 3 (1.89%) Terraform
Vendors
1 25 (15.72%) Microsoft
2 23 (14.47%) Oracle
3 14 (8.81%) Cloudera
3 14 (8.81%) Hortonworks
4 8 (5.03%) Talend
5 6 (3.77%) Google
6 3 (1.89%) VMware
7 2 (1.26%) IBM
8 1 (0.63%) Ab Initio
8 1 (0.63%) Adobe
8 1 (0.63%) PayPal
8 1 (0.63%) Red Hat
8 1 (0.63%) Salesforce.com
8 1 (0.63%) Splunk
8 1 (0.63%) Tableau
8 1 (0.63%) Zend