Period
to 28 May 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 28 May 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
28 May 2020
Same period 2019 Same period 2018
Rank 100 152 84
Rank change year-on-year +52 -68 +12
Permanent jobs citing NoSQL 117 164 294
As % of all permanent jobs advertised in Yorkshire 2.56% 2.19% 3.04%
As % of the Database & Business Intelligence category 9.90% 8.60% 10.81%
Number of salaries quoted 118 154 278
Median annual salary £50,000 £49,337 £47,500
Median salary % change year-on-year +1.34% +3.87% -
10th Percentile £32,850 £34,843 £34,775
90th Percentile £57,531 £65,000 £65,000
England median annual salary £64,500 £60,000 £55,000
% change year-on-year +7.50% +9.09% -

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 1,182 1,906 2,720
As % of all permanent IT jobs advertised in Yorkshire 25.90% 25.45% 28.16%
Number of salaries quoted 1,003 1,688 2,354
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,250 £29,000 £27,500
90th Percentile £66,000 £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 28 May 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 28 May 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 +6 75 £50,000 +1.34% 8
South Yorkshire +41 32 £47,500 +5.56%
North Yorkshire +67 6 £47,500 -5.00% 3
NoSQL
England

For the 6 months to 28 May 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 81 (69.23%) SQL
2 68 (58.12%) Agile Software Development
3 65 (55.56%) Java
4 54 (46.15%) JavaScript
5 46 (39.32%) Git (software)
6 45 (38.46%) DevOps
7 44 (37.61%) Software Engineering
8 41 (35.04%) AWS
9 40 (34.19%) Python
10 37 (31.62%) HTML
10 37 (31.62%) OO
11 36 (30.77%) CSS
12 35 (29.91%) Node.js
13 34 (29.06%) Docker
14 29 (24.79%) C#
15 26 (22.22%) TDD
15 26 (22.22%) Continuous Integration
15 26 (22.22%) nginx
16 24 (20.51%) Redis
16 24 (20.51%) Elasticsearch
17 23 (19.66%) AngularJS
17 23 (19.66%) Microservices
17 23 (19.66%) MySQL
18 22 (18.80%) BDD
18 22 (18.80%) Test Automation
19 21 (17.95%) PHP
20 20 (17.09%) PostgreSQL
21 19 (16.24%) Spring
21 19 (16.24%) RESTful
22 18 (15.38%) Android

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 (22.22%) nginx
2 24 (20.51%) Elasticsearch
3 10 (8.55%) Apache
4 5 (4.27%) Confluence
5 2 (1.71%) Apache Spark
5 2 (1.71%) Tomcat
6 1 (0.85%) Drupal
6 1 (0.85%) OpenStack
6 1 (0.85%) SAS
Applications
1 5 (4.27%) Photoshop
Cloud Services
1 41 (35.04%) AWS
2 17 (14.53%) Azure
3 11 (9.40%) AWS IoT
4 9 (7.69%) Serverless
5 8 (6.84%) Firebase
6 5 (4.27%) GCP
6 5 (4.27%) GitHub
7 4 (3.42%) BlazeMeter
7 4 (3.42%) SaaS
7 4 (3.42%) Sauce Labs
8 3 (2.56%) Amazon Cognito
8 3 (2.56%) AWS Lambda
9 2 (1.71%) Amazon ECS
9 2 (1.71%) Amazon Kinesis
9 2 (1.71%) npm
9 2 (1.71%) Slack
10 1 (0.85%) Amazon EMR
10 1 (0.85%) Amazon S3
Communications & Networking
1 11 (9.40%) RFID
2 1 (0.85%) HTTP
2 1 (0.85%) Skype
Database & Business Intelligence
1 24 (20.51%) Redis
2 23 (19.66%) MySQL
3 20 (17.09%) PostgreSQL
4 11 (9.40%) MongoDB
4 11 (9.40%) SQL Server
5 8 (6.84%) Amazon DynamoDB
6 7 (5.98%) Hadoop
7 5 (4.27%) Big Data
8 3 (2.56%) Relational Database
8 3 (2.56%) Riak
9 2 (1.71%) Apache Hive
9 2 (1.71%) SQL Server Reporting Services
10 1 (0.85%) Apache Cassandra
10 1 (0.85%) Couchbase
10 1 (0.85%) Flink
10 1 (0.85%) HBase
10 1 (0.85%) Impala
10 1 (0.85%) QlikView
10 1 (0.85%) SQL Server Analysis Services
10 1 (0.85%) SQL Server Integration Services
Development Applications
1 46 (39.32%) Git (software)
2 18 (15.38%) Jenkins
3 16 (13.68%) Mercurial
3 16 (13.68%) Subversion
4 13 (11.11%) JIRA
4 13 (11.11%) JUnit
4 13 (11.11%) Maven
5 7 (5.98%) Selenium
6 6 (5.13%) Bitbucket
6 6 (5.13%) Cucumber
6 6 (5.13%) Postman
7 4 (3.42%) Appium
7 4 (3.42%) GitLab
7 4 (3.42%) gulp
8 3 (2.56%) Grunt
9 2 (1.71%) Robot Framework
9 2 (1.71%) Visual Studio
9 2 (1.71%) WebDriver
10 1 (0.85%) Gradle
10 1 (0.85%) webpack
General
1 14 (11.97%) Marketing
2 13 (11.11%) Finance
3 5 (4.27%) Financial Institution
4 4 (3.42%) Banking
5 3 (2.56%) Automotive
5 3 (2.56%) Public Sector
6 2 (1.71%) Local Government
7 1 (0.85%) Advertising
Job Titles
1 52 (44.44%) Developer
2 36 (30.77%) Software Engineer
3 22 (18.80%) Python Engineer
4 20 (17.09%) Java Developer
5 18 (15.38%) Python Software Engineer
6 16 (13.68%) Senior Developer
7 13 (11.11%) Java Engineer
7 13 (11.11%) Java Software Engineer
8 12 (10.26%) Senior Java Developer
9 10 (8.55%) JavaScript Developer
10 8 (6.84%) Software Developer
10 8 (6.84%) UI Developer
11 7 (5.98%) DevOps Engineer
12 6 (5.13%) Analyst
12 6 (5.13%) Full Stack Developer
12 6 (5.13%) Test Analyst
13 5 (4.27%) Applications Engineer
13 5 (4.27%) Node.js Developer
13 5 (4.27%) Test Engineer
13 5 (4.27%) Web Developer
Libraries, Frameworks & Software Standards
1 37 (31.62%) HTML
2 36 (30.77%) CSS
3 35 (29.91%) Node.js
4 23 (19.66%) AngularJS
5 19 (16.24%) RESTful
5 19 (16.24%) Spring
6 18 (15.38%) RabbitMQ
7 16 (13.68%) Spring Boot
8 14 (11.97%) .NET
8 14 (11.97%) REST
9 11 (9.40%) HTML5
10 10 (8.55%) .NET Core
10 10 (8.55%) CSS3
11 9 (7.69%) Redux
12 8 (6.84%) Backbone.js
12 8 (6.84%) Ember.js
12 8 (6.84%) KnockoutJS
13 6 (5.13%) React
14 5 (4.27%) Natural Language Processing
14 5 (4.27%) React Native
Miscellaneous
1 11 (9.40%) Linux Command Line
2 10 (8.55%) Mobile App
3 8 (6.84%) Algorithms
3 8 (6.84%) Data Structures
3 8 (6.84%) Greenfield Project
4 4 (3.42%) Analytical Skills
5 3 (2.56%) User Experience
6 1 (0.85%) Life Science
6 1 (0.85%) NHS
6 1 (0.85%) Public Cloud
Operating Systems
1 18 (15.38%) Android
2 15 (12.82%) Unix
3 13 (11.11%) Linux
4 7 (5.98%) Apple iOS
5 4 (3.42%) Debian
6 2 (1.71%) Windows
6 2 (1.71%) Windows Server
7 1 (0.85%) Amazon Linux
7 1 (0.85%) Ubuntu
Processes & Methodologies
1 68 (58.12%) Agile Software Development
2 45 (38.46%) DevOps
3 44 (37.61%) Software Engineering
4 37 (31.62%) OO
5 26 (22.22%) Continuous Integration
5 26 (22.22%) TDD
6 23 (19.66%) Microservices
7 22 (18.80%) BDD
7 22 (18.80%) Test Automation
8 17 (14.53%) Artificial Intelligence
9 16 (13.68%) Android Development
10 15 (12.82%) Analytics
11 12 (10.26%) Data Analytics
11 12 (10.26%) MVC
11 12 (10.26%) Scrum
12 11 (9.40%) Software Testing
13 10 (8.55%) Problem-Solving
14 8 (6.84%) Responsive Web Design
14 8 (6.84%) Web Design
14 8 (6.84%) Web Development
Programming Languages
1 81 (69.23%) SQL
2 65 (55.56%) Java
3 54 (46.15%) JavaScript
4 40 (34.19%) Python
5 29 (24.79%) C#
6 21 (17.95%) PHP
7 10 (8.55%) C++
7 10 (8.55%) Scala
8 9 (7.69%) Kotlin
9 5 (4.27%) Apple Swift
9 5 (4.27%) Objective-C
10 4 (3.42%) Java 8
10 4 (3.42%) TypeScript
11 2 (1.71%) Bash Shell
11 2 (1.71%) ES6
11 2 (1.71%) Go
11 2 (1.71%) PHP 7
12 1 (0.85%) Perl
12 1 (0.85%) R
12 1 (0.85%) Ruby
Qualifications
1 2 (1.71%) Computer Science Degree
1 2 (1.71%) Degree
2 1 (0.85%) DBS Check
Quality Assurance & Compliance
1 5 (4.27%) QA
2 1 (0.85%) Data Quality
System Software
1 34 (29.06%) Docker
2 2 (1.71%) HDFS
Systems Management
1 17 (14.53%) Ansible
2 11 (9.40%) Kubernetes
3 6 (5.13%) Opscode Chef
3 6 (5.13%) Puppet
3 6 (5.13%) Terraform
4 4 (3.42%) CA Service Virtualization
5 1 (0.85%) Hadoop YARN
Vendors
1 14 (11.97%) Oracle
2 5 (4.27%) Google
3 4 (3.42%) CA
3 4 (3.42%) Perfecto Mobile
4 2 (1.71%) Microsoft
4 2 (1.71%) Zend
5 1 (0.85%) Cloudera
5 1 (0.85%) SAP
5 1 (0.85%) Tableau