Period
to 15 July 2020

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 July 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > North of England
6 months to
15 Jul 2020
Same period 2019 Same period 2018
Rank 91 142 100
Rank change year-on-year +51 -42 +8
Permanent jobs citing NoSQL 313 507 765
As % of all permanent jobs advertised in the North of England 3.05% 2.60% 3.19%
As % of the Database & Business Intelligence category 10.86% 9.98% 10.39%
Number of salaries quoted 302 425 720
Median annual salary £50,000 £55,000 £45,000
Median salary % change year-on-year -9.09% +22.22% -5.26%
10th Percentile £32,500 £35,000 £32,500
90th Percentile £68,750 £77,500 £66,375
England median annual salary £65,000 £61,000 £55,000
% change year-on-year +6.56% +10.91% -

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 the North of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North of England
Permanent vacancies with a requirement for database or business intelligence skills 2,881 5,082 7,361
As % of all permanent IT jobs advertised in the North of England 28.08% 26.07% 30.66%
Number of salaries quoted 2,433 4,128 6,290
Median annual salary £46,500 £43,000 £42,500
Median salary % change year-on-year +8.14% +1.18% +6.25%
10th Percentile £31,275 £28,750 £27,500
90th Percentile £67,500 £65,000 £62,500
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 the North of England

Job postings citing NoSQL as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for NoSQL in the North of England

NoSQL
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing NoSQL in the North of England.

Salary trend for NoSQL in the North of England

NoSQL
Salary Histogram in the North of England

Salary distribution for jobs citing NoSQL in the North of England over the 6 months to 15 July 2020.

Salary histogram for NoSQL in the North of England

NoSQL
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the North of England region over the 6 months to 15 July 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
North West +16 189 £52,500 -4.55% 26
Yorkshire +73 95 £47,500 -8.65% 5
North East +36 29 £45,000 -24.69% 13
NoSQL
England

For the 6 months to 15 July 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 North of England region with a requirement for NoSQL.

1 190 (60.70%) Agile Software Development
2 164 (52.40%) SQL
3 146 (46.65%) Java
4 142 (45.37%) DevOps
5 139 (44.41%) JavaScript
6 133 (42.49%) Software Engineering
7 110 (35.14%) AWS
8 104 (33.23%) Git (software)
9 92 (29.39%) Microservices
10 91 (29.07%) Python
11 89 (28.43%) Continuous Integration
12 84 (26.84%) CSS
13 80 (25.56%) Node.js
14 76 (24.28%) HTML
15 75 (23.96%) Linux
16 74 (23.64%) C#
16 74 (23.64%) Docker
17 68 (21.73%) OO
18 66 (21.09%) PHP
18 66 (21.09%) AngularJS
19 65 (20.77%) .NET
19 65 (20.77%) TDD
20 64 (20.45%) MySQL
21 60 (19.17%) Azure
22 48 (15.34%) Open Source
23 47 (15.02%) Spring
23 47 (15.02%) Jenkins
24 45 (14.38%) Problem-Solving
25 43 (13.74%) Degree
26 42 (13.42%) RESTful

NoSQL
Co-occurring IT Skills in the North of England 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 32 (10.22%) nginx
2 29 (9.27%) Apache
3 28 (8.95%) Elasticsearch
4 11 (3.51%) Confluence
5 9 (2.88%) CMS
6 7 (2.24%) Apache Spark
7 6 (1.92%) OpenStack
7 6 (1.92%) SharePoint
7 6 (1.92%) Umbraco
8 5 (1.60%) MS Exchange
8 5 (1.60%) Tomcat
9 2 (0.64%) BizTalk Server
9 2 (0.64%) Cloud Foundry
9 2 (0.64%) NServiceBus
10 1 (0.32%) Drupal
10 1 (0.32%) Jetty
10 1 (0.32%) Oracle SOA Suite
10 1 (0.32%) SAS
Applications
1 1 (0.32%) AutoCAD
Business Applications
1 1 (0.32%) Magento
Cloud Services
1 110 (35.14%) AWS
2 60 (19.17%) Azure
3 35 (11.18%) GCP
4 25 (7.99%) GitHub
5 17 (5.43%) SaaS
6 14 (4.47%) Cloud Computing
6 14 (4.47%) Power Platform
7 12 (3.83%) Amazon ECS
7 12 (3.83%) Serverless
8 11 (3.51%) AWS CloudFormation
8 11 (3.51%) Office 365
9 10 (3.19%) IBM Cloud
10 9 (2.88%) Amazon CloudWatch
10 9 (2.88%) AWS CodeBuild
10 9 (2.88%) AWS CodePipeline
11 8 (2.56%) Amazon EC2
11 8 (2.56%) Slack
12 6 (1.92%) Amazon ELB
12 6 (1.92%) Amazon S3
13 5 (1.60%) AWS IoT
Communications & Networking
1 20 (6.39%) HTTP
2 7 (2.24%) Internet
3 5 (1.60%) LAN
3 5 (1.60%) SAN
3 5 (1.60%) WAN
4 4 (1.28%) RFID
5 3 (0.96%) DNS
5 3 (0.96%) SSL
6 2 (0.64%) Firewall
6 2 (0.64%) HTTPS
6 2 (0.64%) VPN
7 1 (0.32%) Skype
7 1 (0.32%) Unified Communications
Database & Business Intelligence
1 64 (20.45%) MySQL
2 41 (13.10%) MongoDB
3 40 (12.78%) SQL Server
4 31 (9.90%) Relational Database
5 30 (9.58%) Redis
6 24 (7.67%) PostgreSQL
7 23 (7.35%) Amazon DynamoDB
8 22 (7.03%) RDBMS
9 14 (4.47%) Power BI
10 13 (4.15%) Neo4j
11 11 (3.51%) Big Data
12 7 (2.24%) Hadoop
13 6 (1.92%) Amazon Aurora
13 6 (1.92%) Amazon RDS
13 6 (1.92%) GIS
14 5 (1.60%) Amazon Athena
14 5 (1.60%) Amazon Redshift
15 4 (1.28%) Data Warehouse
16 3 (0.96%) Apache Cassandra
16 3 (0.96%) QlikView
Development Applications
1 104 (33.23%) Git (software)
2 47 (15.02%) Jenkins
3 38 (12.14%) Subversion
4 37 (11.82%) Mercurial
5 33 (10.54%) Maven
6 31 (9.90%) JIRA
7 23 (7.35%) JUnit
8 17 (5.43%) GitLab
9 14 (4.47%) Atlassian Bamboo
10 9 (2.88%) Selenium
11 8 (2.56%) Bitbucket
12 6 (1.92%) Cucumber
12 6 (1.92%) Postman
12 6 (1.92%) Team Foundation Server
12 6 (1.92%) Visual Studio Team System
13 5 (1.60%) Visual Studio
14 4 (1.28%) Appium
14 4 (1.28%) gulp
14 4 (1.28%) Vagrant
14 4 (1.28%) WebDriver
General
1 16 (5.11%) Public Sector
2 14 (4.47%) Finance
3 11 (3.51%) Banking
4 10 (3.19%) Retail
5 9 (2.88%) Games
5 9 (2.88%) Marketing
6 6 (1.92%) Automotive
7 4 (1.28%) Manufacturing
8 3 (0.96%) Local Government
8 3 (0.96%) Pharmaceutical
9 1 (0.32%) Advertising
9 1 (0.32%) Financial Institution
9 1 (0.32%) Telecoms
Job Titles
1 121 (38.66%) Developer
2 90 (28.75%) Software Engineer
3 52 (16.61%) Java Engineer
4 48 (15.34%) Java Software Engineer
5 30 (9.58%) PHP Developer
6 27 (8.63%) DevOps Engineer
7 21 (6.71%) Senior Developer
8 18 (5.75%) .NET Developer
8 18 (5.75%) Full Stack Developer
8 18 (5.75%) Java Developer
9 17 (5.43%) JavaScript Developer
10 15 (4.79%) Python Engineer
11 14 (4.47%) Node.js Developer
11 14 (4.47%) Senior Software Engineer
12 12 (3.83%) Junior
12 12 (3.83%) Platform Engineer
12 12 (3.83%) UI Developer
13 11 (3.51%) AWS Engineer
13 11 (3.51%) Cloud Engineer
13 11 (3.51%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 84 (26.84%) CSS
2 80 (25.56%) Node.js
3 76 (24.28%) HTML
4 66 (21.09%) AngularJS
5 65 (20.77%) .NET
6 47 (15.02%) Spring
7 42 (13.42%) React
7 42 (13.42%) RESTful
8 38 (12.14%) Spring Boot
9 32 (10.22%) Web Services
10 29 (9.27%) REST
11 27 (8.63%) HTML5
12 24 (7.67%) Ember.js
13 23 (7.35%) .NET Core
14 20 (6.39%) .NET Framework
15 19 (6.07%) RabbitMQ
16 18 (5.75%) CSS3
17 16 (5.11%) Redux
18 15 (4.79%) Apache Cordova
19 12 (3.83%) Backbone.js
Miscellaneous
1 38 (12.14%) Algorithms
2 37 (11.82%) Mobile App
3 34 (10.86%) Data Structures
4 18 (5.75%) User Experience
5 13 (4.15%) Greenfield Project
6 10 (3.19%) Analytical Skills
7 8 (2.56%) Wiki
8 6 (1.92%) Enterprise Software
8 6 (1.92%) Online Games
9 5 (1.60%) Data Centre
10 4 (1.28%) Acoustics
10 4 (1.28%) Blog
10 4 (1.28%) Cloud Native
10 4 (1.28%) Linux Command Line
10 4 (1.28%) Social Media
11 3 (0.96%) Public Cloud
11 3 (0.96%) Replication
12 2 (0.64%) EPoS
12 2 (0.64%) NHS
12 2 (0.64%) Self-Motivation
Operating Systems
1 75 (23.96%) Linux
2 32 (10.22%) Windows
3 19 (6.07%) Unix
4 13 (4.15%) Android
5 12 (3.83%) CentOS
6 10 (3.19%) Red Hat Enterprise Linux
6 10 (3.19%) Windows Server
7 9 (2.88%) Apple iOS
8 4 (1.28%) Debian
9 3 (0.96%) Windows Server 2012
10 2 (0.64%) Ubuntu
Processes & Methodologies
1 190 (60.70%) Agile Software Development
2 142 (45.37%) DevOps
3 133 (42.49%) Software Engineering
4 92 (29.39%) Microservices
5 89 (28.43%) Continuous Integration
6 68 (21.73%) OO
7 65 (20.77%) TDD
8 48 (15.34%) Open Source
9 45 (14.38%) Problem-Solving
10 39 (12.46%) Test Automation
11 37 (11.82%) Scrum
12 35 (11.18%) BDD
13 34 (10.86%) Computer Science
13 34 (10.86%) MVC
14 30 (9.58%) Analytics
15 23 (7.35%) E-Commerce
15 23 (7.35%) Web Development
16 22 (7.03%) High Availability
17 21 (6.71%) Mobile Application Development
18 20 (6.39%) Decision-Making
Programming Languages
1 164 (52.40%) SQL
2 146 (46.65%) Java
3 139 (44.41%) JavaScript
4 91 (29.07%) Python
5 74 (23.64%) C#
6 66 (21.09%) PHP
7 24 (7.67%) TypeScript
8 21 (6.71%) C++
8 21 (6.71%) Scala
9 19 (6.07%) Ruby
10 15 (4.79%) Java 8
11 14 (4.47%) PowerShell
12 12 (3.83%) Kotlin
13 10 (3.19%) Go
14 9 (2.88%) ES6
15 6 (1.92%) Bash Shell
15 6 (1.92%) Groovy
15 6 (1.92%) VB.NET
16 4 (1.28%) ES8
16 4 (1.28%) VB
Qualifications
1 43 (13.74%) Degree
2 20 (6.39%) Computer Science Degree
3 10 (3.19%) ITIL Certification
4 8 (2.56%) AWS Certification
5 6 (1.92%) PhD
6 3 (0.96%) DV Cleared
6 3 (0.96%) Security Cleared
7 1 (0.32%) DBS Check
7 1 (0.32%) TOGAF Certification
Quality Assurance & Compliance
1 13 (4.15%) QA
2 7 (2.24%) GDPR
3 2 (0.64%) Data Quality
4 1 (0.32%) PMO
System Software
1 74 (23.64%) Docker
2 11 (3.51%) Active Directory
3 6 (1.92%) Hyper-V
3 6 (1.92%) VMware Infrastructure
4 5 (1.60%) vCloud
4 5 (1.60%) VMware ESXi
4 5 (1.60%) VMware NSX
5 4 (1.28%) VirtualBox
6 2 (0.64%) vSphere
Systems Management
1 42 (13.42%) Terraform
2 41 (13.10%) Kubernetes
3 29 (9.27%) Ansible
4 23 (7.35%) Puppet
5 18 (5.75%) Grafana
6 13 (4.15%) Opscode Chef
7 12 (3.83%) Prometheus
8 10 (3.19%) Graphite
9 6 (1.92%) Docker Swarm
9 6 (1.92%) Kibana
10 4 (1.28%) CA Service Virtualization
11 2 (0.64%) Consul
11 2 (0.64%) Packer
12 1 (0.32%) Failover Clustering
12 1 (0.32%) Microsoft Clustering
Vendors
1 35 (11.18%) Microsoft
2 26 (8.31%) Oracle
3 19 (6.07%) Google
4 11 (3.51%) VMware
5 9 (2.88%) Cisco
5 9 (2.88%) Fortinet
6 7 (2.24%) Tableau
7 6 (1.92%) Alteryx
7 6 (1.92%) SaltStack
8 5 (1.60%) NetApp
8 5 (1.60%) ServiceNow
9 4 (1.28%) CA
9 4 (1.28%) Cloudera
9 4 (1.28%) F5
9 4 (1.28%) Hortonworks
9 4 (1.28%) IBM
9 4 (1.28%) Perfecto Mobile
9 4 (1.28%) Zend
10 3 (0.96%) Perforce
11 2 (0.64%) Splunk