Period
to 14 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 14 August 2020 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
14 Aug 2020
Same period 2019 Same period 2018
Rank 49 67 80
Rank change year-on-year +18 +13 +32
Permanent jobs citing NoSQL 159 282 278
As % of all permanent jobs advertised in Manchester 5.18% 4.32% 3.83%
As % of the Database & Business Intelligence category 16.91% 16.22% 11.89%
Number of salaries quoted 154 217 250
Median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £36,625 £31,100 £32,500
90th Percentile £75,700 £80,000 £72,500
North West median annual salary £52,500 £55,000 £47,500
% change year-on-year -4.55% +15.79% +5.56%

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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 940 1,739 2,339
As % of all permanent IT jobs advertised in Manchester 30.64% 26.65% 32.22%
Number of salaries quoted 787 1,371 2,073
Median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £33,750 £28,750 £27,500
90th Percentile £70,000 £67,500 £66,250
North West median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +6.25%

NoSQL
Job Vacancy Trend in Manchester

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

Job vacancy trend for NoSQL in Manchester

NoSQL
Salary Trend in Manchester

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

Salary trend for NoSQL in Manchester

NoSQL
Salary Histogram in Manchester

Salary distribution for jobs citing NoSQL in Manchester over the 6 months to 14 August 2020.

Salary histogram for NoSQL in Manchester

NoSQL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Manchester region over the 6 months to 14 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
Stockport +22 12 £55,500 +26.14% 1
Salford +35 1 £70,000 +40.00% 1
Bury - 1 £42,000 - 1
NoSQL
North West

For the 6 months to 14 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 Manchester region with a requirement for NoSQL.

1 96 (60.38%) Agile Software Development
2 82 (51.57%) DevOps
3 70 (44.03%) JavaScript
4 69 (43.40%) SQL
4 69 (43.40%) Microservices
5 56 (35.22%) Software Engineering
6 54 (33.96%) AWS
7 53 (33.33%) Java
8 49 (30.82%) Continuous Integration
9 46 (28.93%) Open Source
9 46 (28.93%) TDD
9 46 (28.93%) AngularJS
10 45 (28.30%) Linux
11 44 (27.67%) Docker
12 43 (27.04%) Git (software)
13 41 (25.79%) Python
14 38 (23.90%) .NET
14 38 (23.90%) MySQL
15 37 (23.27%) PHP
16 36 (22.64%) CSS
16 36 (22.64%) React
17 35 (22.01%) C#
17 35 (22.01%) Node.js
18 32 (20.13%) Terraform
19 30 (18.87%) Kubernetes
19 30 (18.87%) MongoDB
20 29 (18.24%) Azure
20 29 (18.24%) Spring
21 28 (17.61%) Jenkins
21 28 (17.61%) Mobile App

NoSQL
Co-occurring IT Skills in Manchester 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 17 (10.69%) Apache
2 11 (6.92%) Elasticsearch
3 8 (5.03%) CMS
3 8 (5.03%) nginx
4 7 (4.40%) Apache Spark
5 6 (3.77%) OpenStack
5 6 (3.77%) SharePoint
5 6 (3.77%) Umbraco
6 4 (2.52%) MS Exchange
7 2 (1.26%) NServiceBus
Cloud Services
1 54 (33.96%) AWS
2 29 (18.24%) Azure
3 25 (15.72%) GitHub
4 23 (14.47%) GCP
5 11 (6.92%) Cloud Computing
6 10 (6.29%) Office 365
7 9 (5.66%) IBM Cloud
8 7 (4.40%) AWS CodeBuild
8 7 (4.40%) AWS CodePipeline
9 6 (3.77%) AWS CloudFormation
9 6 (3.77%) Power Platform
9 6 (3.77%) SaaS
9 6 (3.77%) Serverless
9 6 (3.77%) Slack
10 4 (2.52%) Amazon CloudWatch
10 4 (2.52%) Amazon ECS
11 3 (1.89%) Amazon EMR
12 2 (1.26%) Amazon Cognito
12 2 (1.26%) Amazon ELB
12 2 (1.26%) Amazon S3
Communications & Networking
1 13 (8.18%) HTTP
2 5 (3.14%) Internet
3 4 (2.52%) LAN
3 4 (2.52%) SAN
3 4 (2.52%) WAN
4 2 (1.26%) HTTPS
4 2 (1.26%) TCP/IP
5 1 (0.63%) Unified Communications
Database & Business Intelligence
1 38 (23.90%) MySQL
2 30 (18.87%) MongoDB
3 19 (11.95%) SQL Server
4 10 (6.29%) Relational Database
5 9 (5.66%) Neo4j
6 8 (5.03%) RDBMS
7 6 (3.77%) Big Data
7 6 (3.77%) GIS
7 6 (3.77%) Power BI
8 5 (3.14%) Hadoop
9 4 (2.52%) Amazon Aurora
9 4 (2.52%) Data Warehouse
9 4 (2.52%) Redis
10 3 (1.89%) Amazon Athena
10 3 (1.89%) Amazon Redshift
11 2 (1.26%) Amazon DynamoDB
11 2 (1.26%) Amazon RDS
11 2 (1.26%) Apache Cassandra
11 2 (1.26%) Event Store
11 2 (1.26%) RavenDB
Development Applications
1 43 (27.04%) Git (software)
2 28 (17.61%) Jenkins
3 16 (10.06%) Atlassian Bamboo
3 16 (10.06%) GitLab
4 14 (8.81%) Maven
5 12 (7.55%) JUnit
6 9 (5.66%) JIRA
7 6 (3.77%) Mercurial
7 6 (3.77%) Subversion
7 6 (3.77%) Team Foundation Server
7 6 (3.77%) Visual Studio Team System
8 3 (1.89%) Vagrant
8 3 (1.89%) Visual Studio
9 2 (1.26%) Bitbucket
9 2 (1.26%) git-flow
9 2 (1.26%) PHPUnit
9 2 (1.26%) SpecFlow
9 2 (1.26%) Travis CI
10 1 (0.63%) Mockito
10 1 (0.63%) Moq
General
1 16 (10.06%) Public Sector
2 12 (7.55%) Finance
3 8 (5.03%) Retail
4 5 (3.14%) Banking
4 5 (3.14%) Games
5 3 (1.89%) Manufacturing
5 3 (1.89%) Marketing
6 1 (0.63%) Automotive
6 1 (0.63%) Local Government
6 1 (0.63%) Telecoms
Job Titles
1 75 (47.17%) Developer
2 35 (22.01%) Software Engineer
3 26 (16.35%) Java Engineer
4 22 (13.84%) Java Software Engineer
5 19 (11.95%) PHP Developer
6 17 (10.69%) DevOps Engineer
7 16 (10.06%) .NET Developer
8 14 (8.81%) Platform Engineer
8 14 (8.81%) Senior Developer
9 13 (8.18%) Backend Developer
10 12 (7.55%) Full Stack Developer
11 9 (5.66%) Angular Developer
11 9 (5.66%) Senior Java Engineer
11 9 (5.66%) Senior Software Engineer
12 7 (4.40%) Cloud Engineer
12 7 (4.40%) Java Developer
12 7 (4.40%) Junior
12 7 (4.40%) Node.js Developer
13 6 (3.77%) AWS Engineer
13 6 (3.77%) AWS Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 46 (28.93%) AngularJS
2 38 (23.90%) .NET
3 36 (22.64%) CSS
3 36 (22.64%) React
4 35 (22.01%) Node.js
5 29 (18.24%) Spring
6 23 (14.47%) HTML
7 22 (13.84%) RESTful
8 19 (11.95%) Spring Boot
9 18 (11.32%) Ember.js
10 17 (10.69%) .NET Core
10 17 (10.69%) Apache Cordova
10 17 (10.69%) Web Services
11 15 (9.43%) Elastic Stack
11 15 (9.43%) REST
12 11 (6.92%) .NET Framework
13 10 (6.29%) JSON
14 9 (5.66%) Ajax
14 9 (5.66%) Servlets
15 7 (4.40%) XML
Miscellaneous
1 28 (17.61%) Mobile App
2 15 (9.43%) Algorithms
3 9 (5.66%) Data Structures
3 9 (5.66%) Enterprise Software
3 9 (5.66%) User Experience
4 6 (3.77%) Analytical Skills
5 5 (3.14%) Online Games
5 5 (3.14%) Wiki
6 4 (2.52%) Data Centre
6 4 (2.52%) Public Cloud
7 3 (1.89%) Acoustics
7 3 (1.89%) Blog
7 3 (1.89%) EPoS
7 3 (1.89%) Replication
7 3 (1.89%) Social Media
8 2 (1.26%) Cloud Native
8 2 (1.26%) Linux Command Line
8 2 (1.26%) N-Tier
9 1 (0.63%) Clustering
9 1 (0.63%) Greenfield Project
Operating Systems
1 45 (28.30%) Linux
2 16 (10.06%) Windows
3 13 (8.18%) CentOS
3 13 (8.18%) Red Hat Enterprise Linux
4 6 (3.77%) Unix
5 4 (2.52%) Windows Server
6 3 (1.89%) Android
6 3 (1.89%) Apple iOS
Processes & Methodologies
1 96 (60.38%) Agile Software Development
2 82 (51.57%) DevOps
3 69 (43.40%) Microservices
4 56 (35.22%) Software Engineering
5 49 (30.82%) Continuous Integration
6 46 (28.93%) Open Source
6 46 (28.93%) TDD
7 25 (15.72%) User-Centered Design (UCD)
8 22 (13.84%) E-Commerce
8 22 (13.84%) High Availability
8 22 (13.84%) OO
9 21 (13.21%) Scrum
10 20 (12.58%) Configuration Management
10 20 (12.58%) Mobile Application Development
11 17 (10.69%) Computer Science
12 14 (8.81%) BDD
12 14 (8.81%) Business Intelligence
12 14 (8.81%) Kanban
12 14 (8.81%) Pair Programming
13 13 (8.18%) Load Balancing
Programming Languages
1 70 (44.03%) JavaScript
2 69 (43.40%) SQL
3 53 (33.33%) Java
4 41 (25.79%) Python
5 37 (23.27%) PHP
6 35 (22.01%) C#
7 18 (11.32%) Ruby
8 11 (6.92%) Go
8 11 (6.92%) Java 8
9 10 (6.29%) Scala
10 8 (5.03%) TypeScript
11 7 (4.40%) PowerShell
12 6 (3.77%) ES6
12 6 (3.77%) VB.NET
13 5 (3.14%) C++
13 5 (3.14%) Groovy
14 4 (2.52%) ES8
14 4 (2.52%) VB
15 3 (1.89%) Kotlin
16 2 (1.26%) Bash Shell
Qualifications
1 20 (12.58%) Degree
2 14 (8.81%) Computer Science Degree
3 11 (6.92%) AWS Certification
4 6 (3.77%) ITIL Certification
5 4 (2.52%) Security Cleared
6 3 (1.89%) DV Cleared
7 1 (0.63%) SC Cleared
Quality Assurance & Compliance
1 7 (4.40%) GDPR
2 2 (1.26%) QA
System Software
1 44 (27.67%) Docker
2 6 (3.77%) Active Directory
2 6 (3.77%) Hyper-V
2 6 (3.77%) VMware Infrastructure
3 4 (2.52%) vCloud
3 4 (2.52%) VMware ESXi
3 4 (2.52%) VMware NSX
4 3 (1.89%) VirtualBox
5 2 (1.26%) zsh
Systems Management
1 32 (20.13%) Terraform
2 30 (18.87%) Kubernetes
3 21 (13.21%) Grafana
4 19 (11.95%) Puppet
5 15 (9.43%) Prometheus
6 13 (8.18%) Ansible
6 13 (8.18%) Graphite
7 6 (3.77%) Kibana
7 6 (3.77%) Opscode Chef
8 5 (3.14%) Docker Swarm
9 2 (1.26%) Consul
9 2 (1.26%) Packer
10 1 (0.63%) Failover Clustering
10 1 (0.63%) Microsoft Clustering
Vendors
1 19 (11.95%) Microsoft
2 11 (6.92%) Oracle
3 10 (6.29%) VMware
4 8 (5.03%) Google
5 6 (3.77%) SaltStack
6 4 (2.52%) Cisco
6 4 (2.52%) Fortinet
6 4 (2.52%) NetApp
7 3 (1.89%) Cloudera
7 3 (1.89%) Hortonworks
7 3 (1.89%) IBM
7 3 (1.89%) Zend
8 2 (1.26%) Splunk
8 2 (1.26%) Tableau
8 2 (1.26%) Xamarin
9 1 (0.63%) Databricks
9 1 (0.63%) Remedy