Period
to 7 August 2020

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 7 August 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
7 Aug 2020
Same period 2019 Same period 2018
Rank 97 185 102
Rank change year-on-year +88 -83 -5
Permanent jobs citing NoSQL 87 124 262
As % of all permanent jobs advertised in Yorkshire 2.53% 1.63% 2.80%
As % of the Database & Business Intelligence category 9.69% 6.66% 10.23%
Number of salaries quoted 98 117 257
Median annual salary £49,750 £52,000 £45,000
Median salary % change year-on-year -4.33% +15.56% -10.00%
10th Percentile £27,750 £37,500 £33,250
90th Percentile £65,000 £65,000 £65,000
England median annual salary £65,000 £62,500 £55,000
% change year-on-year +4.00% +13.64% -

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 898 1,862 2,562
As % of all permanent IT jobs advertised in Yorkshire 26.16% 24.46% 27.40%
Number of salaries quoted 787 1,666 2,181
Median annual salary £45,000 £42,500 £44,000
Median salary % change year-on-year +5.88% -3.41% +10.00%
10th Percentile £30,000 £29,500 £27,500
90th Percentile £65,000 £61,250 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

NoSQL
Job Vacancy Trend in Yorkshire

Job postings citing NoSQL as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing NoSQL in Yorkshire.

Salary trend for NoSQL in Yorkshire

NoSQL
Salary Histogram in Yorkshire

Salary distribution for jobs citing NoSQL in Yorkshire over the 6 months to 7 August 2020.

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 7 August 2020. 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 +27 48 £50,000 - 10
South Yorkshire +45 29 £47,500 -8.65% 7
North Yorkshire +76 8 £47,500 -2.56% 2
NoSQL
England

For the 6 months to 7 August 2020, 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 65 (74.71%) SQL
2 51 (58.62%) Java
3 47 (54.02%) Agile Software Development
4 46 (52.87%) Software Engineering
5 37 (42.53%) JavaScript
6 36 (41.38%) OO
6 36 (41.38%) Git (software)
7 34 (39.08%) DevOps
8 30 (34.48%) C#
8 30 (34.48%) Continuous Integration
9 25 (28.74%) Python
10 24 (27.59%) Mercurial
10 24 (27.59%) Subversion
10 24 (27.59%) AWS
11 22 (25.29%) Test Automation
11 22 (25.29%) Node.js
11 22 (25.29%) Microservices
12 21 (24.14%) AngularJS
13 20 (22.99%) Docker
14 19 (21.84%) HTML
15 18 (20.69%) CSS
15 18 (20.69%) nginx
16 17 (19.54%) Spring Boot
16 17 (19.54%) Spring
17 16 (18.39%) TDD
17 16 (18.39%) Oracle
17 16 (18.39%) Data Structures
17 16 (18.39%) Algorithms
17 16 (18.39%) RESTful
17 16 (18.39%) Azure

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 18 (20.69%) nginx
2 13 (14.94%) Elasticsearch
3 8 (9.20%) Apache
4 7 (8.05%) Confluence
5 2 (2.30%) Tomcat
6 1 (1.15%) SAS
Cloud Services
1 24 (27.59%) AWS
2 16 (18.39%) Azure
3 7 (8.05%) GCP
4 5 (5.75%) Firebase
4 5 (5.75%) Serverless
5 4 (4.60%) AWS Lambda
5 4 (4.60%) SaaS
6 3 (3.45%) Amazon Cognito
7 2 (2.30%) Amazon ECS
7 2 (2.30%) BlazeMeter
7 2 (2.30%) npm
7 2 (2.30%) Sauce Labs
7 2 (2.30%) Slack
8 1 (1.15%) Amazon Kinesis
8 1 (1.15%) AWS IoT
Communications & Networking
1 1 (1.15%) RFID
1 1 (1.15%) Skype
Database & Business Intelligence
1 14 (16.09%) PostgreSQL
2 13 (14.94%) Redis
3 12 (13.79%) MySQL
4 10 (11.49%) SQL Server
5 9 (10.34%) Amazon DynamoDB
6 5 (5.75%) MongoDB
7 4 (4.60%) Big Data
8 3 (3.45%) Relational Database
9 2 (2.30%) SQL Server Reporting Services
10 1 (1.15%) Couchbase
10 1 (1.15%) Hadoop
10 1 (1.15%) QlikView
10 1 (1.15%) SQL Server Analysis Services
10 1 (1.15%) SQL Server Integration Services
Development Applications
1 36 (41.38%) Git (software)
2 24 (27.59%) Mercurial
2 24 (27.59%) Subversion
3 15 (17.24%) Maven
4 14 (16.09%) JUnit
5 13 (14.94%) Jenkins
6 11 (12.64%) JIRA
7 7 (8.05%) Selenium
8 6 (6.90%) Postman
9 4 (4.60%) Cucumber
9 4 (4.60%) WebDriver
10 3 (3.45%) Grunt
10 3 (3.45%) gulp
11 2 (2.30%) Appium
11 2 (2.30%) GitLab
11 2 (2.30%) Robot Framework
11 2 (2.30%) Visual Studio
12 1 (1.15%) Gradle
General
1 5 (5.75%) Finance
2 4 (4.60%) Marketing
3 3 (3.45%) Automotive
4 2 (2.30%) Banking
4 2 (2.30%) Local Government
4 2 (2.30%) Public Sector
5 1 (1.15%) Advertising
Job Titles
1 40 (45.98%) Software Engineer
2 33 (37.93%) Developer
3 24 (27.59%) Java Engineer
3 24 (27.59%) Java Software Engineer
4 10 (11.49%) Python Engineer
5 8 (9.20%) Python Software Engineer
6 7 (8.05%) Full Stack Developer
7 6 (6.90%) Analyst
7 6 (6.90%) Java Developer
7 6 (6.90%) JavaScript Developer
7 6 (6.90%) Test Analyst
7 6 (6.90%) UI Developer
8 5 (5.75%) C# Developer
8 5 (5.75%) Node.js Developer
8 5 (5.75%) Senior Developer
8 5 (5.75%) Software Developer
9 4 (4.60%) Web Developer
10 3 (3.45%) Architect
10 3 (3.45%) Junior
10 3 (3.45%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 22 (25.29%) Node.js
2 21 (24.14%) AngularJS
3 19 (21.84%) HTML
4 18 (20.69%) CSS
5 17 (19.54%) Spring
5 17 (19.54%) Spring Boot
6 16 (18.39%) RESTful
7 15 (17.24%) .NET
8 12 (13.79%) RabbitMQ
9 11 (12.64%) .NET Core
10 9 (10.34%) HTML5
11 8 (9.20%) CSS3
12 7 (8.05%) Redux
13 6 (6.90%) Backbone.js
13 6 (6.90%) Ember.js
13 6 (6.90%) Gherkin
13 6 (6.90%) KnockoutJS
13 6 (6.90%) React
13 6 (6.90%) REST
14 5 (5.75%) RxJS
Miscellaneous
1 16 (18.39%) Algorithms
1 16 (18.39%) Data Structures
2 7 (8.05%) Greenfield Project
2 7 (8.05%) Mobile App
3 5 (5.75%) User Experience
4 1 (1.15%) Analytical Skills
4 1 (1.15%) Life Science
4 1 (1.15%) Linux Command Line
4 1 (1.15%) NHS
Operating Systems
1 13 (14.94%) Linux
2 4 (4.60%) Debian
3 3 (3.45%) Android
3 3 (3.45%) Unix
4 2 (2.30%) Apple iOS
4 2 (2.30%) Windows
4 2 (2.30%) Windows Server
Processes & Methodologies
1 47 (54.02%) Agile Software Development
2 46 (52.87%) Software Engineering
3 36 (41.38%) OO
4 34 (39.08%) DevOps
5 30 (34.48%) Continuous Integration
6 22 (25.29%) Microservices
6 22 (25.29%) Test Automation
7 16 (18.39%) TDD
8 12 (13.79%) BDD
9 10 (11.49%) Decision-Making
9 10 (11.49%) MVC
10 8 (9.20%) Mathematics
10 8 (9.20%) Web Development
11 7 (8.05%) Problem-Solving
12 6 (6.90%) API Testing
12 6 (6.90%) Exploratory Testing
12 6 (6.90%) Responsive Web Design
12 6 (6.90%) Web Design
13 5 (5.75%) Scrum
13 5 (5.75%) SOA
Programming Languages
1 65 (74.71%) SQL
2 51 (58.62%) Java
3 37 (42.53%) JavaScript
4 30 (34.48%) C#
5 25 (28.74%) Python
6 15 (17.24%) PHP
7 9 (10.34%) C++
8 6 (6.90%) Kotlin
8 6 (6.90%) Scala
9 4 (4.60%) Java 8
9 4 (4.60%) TypeScript
10 2 (2.30%) ES6
10 2 (2.30%) PHP 7
11 1 (1.15%) Bash Shell
11 1 (1.15%) Ruby
11 1 (1.15%) T-SQL
Qualifications
1 15 (17.24%) Degree
2 3 (3.45%) Numerate Degree
3 2 (2.30%) Computer Science Degree
4 1 (1.15%) DBS Check
Quality Assurance & Compliance
1 2 (2.30%) QA
2 1 (1.15%) Data Quality
System Software
1 20 (22.99%) Docker
Systems Management
1 12 (13.79%) Ansible
2 8 (9.20%) Kubernetes
2 8 (9.20%) Terraform
3 2 (2.30%) CA Service Virtualization
4 1 (1.15%) Opscode Chef
4 1 (1.15%) Puppet
Vendors
1 16 (18.39%) Oracle
2 8 (9.20%) Google
3 2 (2.30%) CA
3 2 (2.30%) Microsoft
3 2 (2.30%) Perfecto Mobile
3 2 (2.30%) Zend
4 1 (1.15%) SAP