Period
to 12 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 12 August 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > North West
6 months to
12 Aug 2020
Same period 2019 Same period 2018
Rank 72 105 100
Rank change year-on-year +33 -5 +20
Permanent jobs citing NoSQL 172 319 375
As % of all permanent jobs advertised in the North West 3.53% 3.03% 3.09%
As % of the Database & Business Intelligence category 11.55% 11.23% 9.67%
Number of salaries quoted 163 254 359
Median annual salary £52,500 £55,000 £47,500
Median salary % change year-on-year -4.55% +15.79% +2.70%
10th Percentile £35,250 £35,000 £32,500
90th Percentile £75,000 £80,000 £72,500
England median annual salary £62,500 £62,500 £55,000
% change year-on-year - +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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 1,489 2,841 3,878
As % of all permanent IT jobs advertised in the North West 30.57% 26.97% 31.95%
Number of salaries quoted 1,247 2,180 3,357
Median annual salary £49,000 £45,000 £42,500
Median salary % change year-on-year +8.89% +5.88% +6.25%
10th Percentile £32,500 £28,250 £27,500
90th Percentile £68,750 £65,000 £65,000
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 the North West

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

Job vacancy trend for NoSQL in the North West

NoSQL
Salary Trend in the North West

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

Salary trend for NoSQL in the North West

NoSQL
Salary Histogram in the North West

Salary distribution for jobs citing NoSQL in the North West over the 6 months to 12 August 2020.

Salary histogram for NoSQL in the North West

NoSQL
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the North West region over the 6 months to 12 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
Manchester +15 158 £55,000 - 30
Cheshire +57 11 £45,000 -12.20% 3
Lancashire +49 1 £55,000 -9.84% 3
Merseyside +25 1 £45,000 -50.00% 4
NoSQL
England

For the 6 months to 12 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 North West region with a requirement for NoSQL.

1 106 (61.63%) Agile Software Development
2 82 (47.67%) DevOps
3 81 (47.09%) JavaScript
4 79 (45.93%) SQL
5 67 (38.95%) Microservices
6 64 (37.21%) Java
7 63 (36.63%) Software Engineering
8 57 (33.14%) AWS
9 50 (29.07%) Continuous Integration
10 48 (27.91%) Open Source
11 47 (27.33%) CSS
11 47 (27.33%) Python
12 46 (26.74%) Linux
13 45 (26.16%) Git (software)
14 44 (25.58%) TDD
14 44 (25.58%) AngularJS
15 43 (25.00%) Docker
15 43 (25.00%) .NET
16 42 (24.42%) C#
16 42 (24.42%) Node.js
17 38 (22.09%) PHP
17 38 (22.09%) MySQL
18 37 (21.51%) React
19 34 (19.77%) HTML
20 32 (18.60%) Terraform
21 30 (17.44%) Kubernetes
21 30 (17.44%) Spring
22 29 (16.86%) MongoDB
22 29 (16.86%) Azure
22 29 (16.86%) Jenkins

NoSQL
Co-occurring IT Skills in the North West 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 (10.47%) Apache
2 11 (6.40%) Elasticsearch
3 8 (4.65%) Apache Spark
3 8 (4.65%) CMS
3 8 (4.65%) nginx
4 6 (3.49%) OpenStack
4 6 (3.49%) SharePoint
4 6 (3.49%) Umbraco
5 4 (2.33%) MS Exchange
6 2 (1.16%) NServiceBus
7 1 (0.58%) Jetty
7 1 (0.58%) Tomcat
Applications
1 1 (0.58%) AutoCAD
Business Applications
1 1 (0.58%) Magento
Cloud Services
1 57 (33.14%) AWS
2 29 (16.86%) Azure
3 25 (14.53%) GitHub
4 23 (13.37%) GCP
5 11 (6.40%) Cloud Computing
6 10 (5.81%) Office 365
7 9 (5.23%) IBM Cloud
8 7 (4.07%) AWS CodeBuild
8 7 (4.07%) AWS CodePipeline
9 6 (3.49%) AWS CloudFormation
9 6 (3.49%) Power Platform
9 6 (3.49%) SaaS
9 6 (3.49%) Serverless
9 6 (3.49%) Slack
10 4 (2.33%) Amazon CloudWatch
10 4 (2.33%) Amazon ECS
10 4 (2.33%) Amazon EMR
11 2 (1.16%) Amazon Cognito
11 2 (1.16%) Amazon ELB
11 2 (1.16%) SonarCloud
Communications & Networking
1 20 (11.63%) HTTP
2 5 (2.91%) Internet
3 4 (2.33%) LAN
3 4 (2.33%) SAN
3 4 (2.33%) WAN
4 2 (1.16%) HTTPS
4 2 (1.16%) TCP/IP
5 1 (0.58%) DNS
5 1 (0.58%) Unified Communications
Database & Business Intelligence
1 38 (22.09%) MySQL
2 29 (16.86%) MongoDB
3 20 (11.63%) SQL Server
4 11 (6.40%) Relational Database
5 9 (5.23%) Neo4j
5 9 (5.23%) RDBMS
6 8 (4.65%) Big Data
7 6 (3.49%) GIS
7 6 (3.49%) Hadoop
7 6 (3.49%) Power BI
8 5 (2.91%) Redis
9 4 (2.33%) Amazon Athena
9 4 (2.33%) Amazon Aurora
9 4 (2.33%) Amazon Redshift
9 4 (2.33%) Data Warehouse
10 3 (1.74%) Amazon DynamoDB
11 2 (1.16%) Amazon RDS
11 2 (1.16%) Apache Cassandra
11 2 (1.16%) PostgreSQL
11 2 (1.16%) RavenDB
Development Applications
1 45 (26.16%) Git (software)
2 29 (16.86%) Jenkins
3 16 (9.30%) Atlassian Bamboo
3 16 (9.30%) GitLab
3 16 (9.30%) Maven
4 14 (8.14%) JIRA
5 12 (6.98%) JUnit
6 6 (3.49%) Mercurial
6 6 (3.49%) Subversion
6 6 (3.49%) Team Foundation Server
6 6 (3.49%) Visual Studio Team System
7 3 (1.74%) Vagrant
7 3 (1.74%) Visual Studio
8 2 (1.16%) Bitbucket
8 2 (1.16%) git-flow
8 2 (1.16%) PHPUnit
8 2 (1.16%) SpecFlow
8 2 (1.16%) Travis CI
9 1 (0.58%) Mockito
9 1 (0.58%) Moq
General
1 16 (9.30%) Public Sector
2 12 (6.98%) Finance
3 10 (5.81%) Retail
4 8 (4.65%) Games
5 6 (3.49%) Banking
6 3 (1.74%) Manufacturing
6 3 (1.74%) Marketing
7 1 (0.58%) Automotive
7 1 (0.58%) Local Government
7 1 (0.58%) Telecoms
Job Titles
1 76 (44.19%) Developer
2 42 (24.42%) Software Engineer
3 26 (15.12%) Java Engineer
4 22 (12.79%) Java Software Engineer
5 20 (11.63%) PHP Developer
6 17 (9.88%) .NET Developer
6 17 (9.88%) DevOps Engineer
7 14 (8.14%) Platform Engineer
8 13 (7.56%) Backend Developer
8 13 (7.56%) Senior Developer
9 11 (6.40%) Full Stack Developer
10 9 (5.23%) Senior Java Engineer
10 9 (5.23%) Senior Software Engineer
11 8 (4.65%) C# Software Engineer
11 8 (4.65%) Cloud Engineer
11 8 (4.65%) Java Developer
11 8 (4.65%) Node.js Developer
12 7 (4.07%) Angular Developer
12 7 (4.07%) AWS Engineer
12 7 (4.07%) Junior
Libraries, Frameworks & Software Standards
1 47 (27.33%) CSS
2 44 (25.58%) AngularJS
3 43 (25.00%) .NET
4 42 (24.42%) Node.js
5 37 (21.51%) React
6 34 (19.77%) HTML
7 30 (17.44%) Spring
8 23 (13.37%) Web Services
9 22 (12.79%) RESTful
10 21 (12.21%) REST
11 19 (11.05%) Spring Boot
12 18 (10.47%) Ember.js
13 17 (9.88%) .NET Framework
13 17 (9.88%) Apache Cordova
14 15 (8.72%) .NET Core
14 15 (8.72%) Elastic Stack
15 11 (6.40%) JSON
16 9 (5.23%) Ajax
16 9 (5.23%) ASP.NET Web API
16 9 (5.23%) Servlets
Miscellaneous
1 28 (16.28%) Mobile App
2 15 (8.72%) Algorithms
3 12 (6.98%) User Experience
4 9 (5.23%) Data Structures
4 9 (5.23%) Enterprise Software
5 6 (3.49%) Analytical Skills
6 5 (2.91%) Online Games
6 5 (2.91%) Public Cloud
6 5 (2.91%) Wiki
7 4 (2.33%) Data Centre
8 3 (1.74%) Acoustics
8 3 (1.74%) Blog
8 3 (1.74%) EPoS
8 3 (1.74%) Replication
8 3 (1.74%) Social Media
9 2 (1.16%) Cloud Native
9 2 (1.16%) Greenfield Project
9 2 (1.16%) Linux Command Line
9 2 (1.16%) N-Tier
10 1 (0.58%) Clustering
Operating Systems
1 46 (26.74%) Linux
2 16 (9.30%) Windows
3 13 (7.56%) CentOS
3 13 (7.56%) Red Hat Enterprise Linux
4 7 (4.07%) Unix
5 4 (2.33%) Windows Server
6 3 (1.74%) Android
6 3 (1.74%) Apple iOS
Processes & Methodologies
1 106 (61.63%) Agile Software Development
2 82 (47.67%) DevOps
3 67 (38.95%) Microservices
4 63 (36.63%) Software Engineering
5 50 (29.07%) Continuous Integration
6 48 (27.91%) Open Source
7 44 (25.58%) TDD
8 25 (14.53%) User-Centered Design (UCD)
9 22 (12.79%) E-Commerce
9 22 (12.79%) High Availability
9 22 (12.79%) Scrum
10 21 (12.21%) Configuration Management
10 21 (12.21%) OO
10 21 (12.21%) Problem-Solving
11 20 (11.63%) Mobile Application Development
12 18 (10.47%) MVC
13 17 (9.88%) Computer Science
14 14 (8.14%) BDD
14 14 (8.14%) Kanban
14 14 (8.14%) Load Balancing
Programming Languages
1 81 (47.09%) JavaScript
2 79 (45.93%) SQL
3 64 (37.21%) Java
4 47 (27.33%) Python
5 42 (24.42%) C#
6 38 (22.09%) PHP
7 18 (10.47%) Ruby
8 14 (8.14%) TypeScript
9 11 (6.40%) Go
9 11 (6.40%) Java 8
9 11 (6.40%) Scala
10 8 (4.65%) C++
11 7 (4.07%) PowerShell
12 6 (3.49%) ES6
12 6 (3.49%) VB.NET
13 5 (2.91%) Groovy
14 4 (2.33%) ES8
14 4 (2.33%) VB
15 3 (1.74%) Bash Shell
15 3 (1.74%) Kotlin
Qualifications
1 20 (11.63%) Degree
2 14 (8.14%) Computer Science Degree
3 11 (6.40%) AWS Certification
4 6 (3.49%) ITIL Certification
5 4 (2.33%) Security Cleared
6 3 (1.74%) DV Cleared
7 1 (0.58%) SC Cleared
7 1 (0.58%) TOGAF Certification
Quality Assurance & Compliance
1 7 (4.07%) GDPR
2 5 (2.91%) QA
System Software
1 43 (25.00%) Docker
2 6 (3.49%) Active Directory
2 6 (3.49%) Hyper-V
2 6 (3.49%) VMware Infrastructure
3 4 (2.33%) vCloud
3 4 (2.33%) VMware ESXi
3 4 (2.33%) VMware NSX
4 3 (1.74%) VirtualBox
5 2 (1.16%) zsh
Systems Management
1 32 (18.60%) Terraform
2 30 (17.44%) Kubernetes
3 21 (12.21%) Grafana
4 20 (11.63%) Puppet
5 15 (8.72%) Prometheus
6 13 (7.56%) Ansible
6 13 (7.56%) Graphite
7 7 (4.07%) Opscode Chef
8 6 (3.49%) Kibana
9 5 (2.91%) Docker Swarm
10 2 (1.16%) Consul
10 2 (1.16%) Packer
11 1 (0.58%) Failover Clustering
11 1 (0.58%) Microsoft Clustering
Vendors
1 19 (11.05%) Microsoft
2 11 (6.40%) Oracle
3 10 (5.81%) VMware
4 8 (4.65%) Google
5 6 (3.49%) SaltStack
6 4 (2.33%) Cisco
6 4 (2.33%) Fortinet
6 4 (2.33%) NetApp
7 3 (1.74%) Cloudera
7 3 (1.74%) Hortonworks
7 3 (1.74%) IBM
7 3 (1.74%) Perforce
7 3 (1.74%) Zend
8 2 (1.16%) Splunk
8 2 (1.16%) Tableau
8 2 (1.16%) Xamarin
9 1 (0.58%) CA Agile Central
9 1 (0.58%) Databricks
9 1 (0.58%) Remedy