Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 4 December 2021

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 4 December 2021 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
4 Dec 2021		 Same period 2020 Same period 2019
Rank 113 63 68
Rank change year-on-year -50 +5 -16
Permanent jobs citing NoSQL 156 129 254
As % of all permanent jobs advertised in Manchester 2.74% 4.51% 4.00%
As % of the Database & Business Intelligence category 11.50% 14.54% 14.88%
Number of salaries quoted 136 107 179
10th Percentile £45,000 £35,750 £28,250
25th Percentile £47,500 £43,750 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £69,063 £72,500 £70,000
90th Percentile £80,438 £80,000 £77,500
North West median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 1,357 887 1,707
As % of all permanent IT jobs advertised in Manchester 23.79% 30.99% 26.90%
Number of salaries quoted 1,026 797 1,388
10th Percentile £36,250 £33,750 £31,089
25th Percentile £42,500 £42,500 £36,250
Median annual salary (50th Percentile) £55,000 £50,000 £47,500
Median % change year-on-year +10.00% +5.26% +0.53%
75th Percentile £67,500 £62,500 £60,000
90th Percentile £78,750 £72,500 £70,000
North West median annual salary £50,000 £49,000 £45,000
% change year-on-year +2.04% +8.89% -

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 4 December 2021.

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 4 December 2021. 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 +1 5 £50,000 -16.67% 1
NoSQL
North West

For the 6 months to 4 December 2021, 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 92 (58.97%) SQL
2 84 (53.85%) Agile Software Development
3 81 (51.92%) Software Engineering
4 74 (47.44%) Java
5 73 (46.79%) AWS
6 57 (36.54%) JavaScript
7 56 (35.90%) DevOps
8 52 (33.33%) OO
9 51 (32.69%) TDD
9 51 (32.69%) Azure
10 47 (30.13%) Microservices
11 44 (28.21%) Jenkins
12 38 (24.36%) Spring
13 36 (23.08%) Spring Boot
13 36 (23.08%) Social Skills
14 33 (21.15%) Test Automation
14 33 (21.15%) RESTful
15 29 (18.59%) Git (software)
15 29 (18.59%) Continuous Integration
15 29 (18.59%) Web Services
15 29 (18.59%) Full Stack Development
16 28 (17.95%) Problem-Solving
17 27 (17.31%) React
17 27 (17.31%) Linux
17 27 (17.31%) Python
17 27 (17.31%) PHP
17 27 (17.31%) MongoDB
18 26 (16.67%) Oracle
18 26 (16.67%) Docker
19 25 (16.03%) Kubernetes

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 21 (13.46%) nginx
2 19 (12.18%) Elasticsearch
3 13 (8.33%) Apache Spark
4 12 (7.69%) Apache
5 11 (7.05%) Apache Solr
6 5 (3.21%) Confluence
7 4 (2.56%) CMS
7 4 (2.56%) OpenStack
7 4 (2.56%) Umbraco
7 4 (2.56%) WordPress
8 2 (1.28%) Oracle Workflow
9 1 (0.64%) Drupal
9 1 (0.64%) GlassFish
9 1 (0.64%) IIS
9 1 (0.64%) JBoss
9 1 (0.64%) WebSphere
Business Applications
1 1 (0.64%) Shopify
Cloud Services
1 73 (46.79%) AWS
2 51 (32.69%) Azure
3 19 (12.18%) GCP
4 16 (10.26%) Serverless
5 15 (9.62%) SaaS
6 12 (7.69%) AWS Lambda
7 11 (7.05%) GitHub
8 6 (3.85%) Azure Cosmos DB
8 6 (3.85%) Azure Functions
9 5 (3.21%) Azure Service Bus
10 4 (2.56%) Firebase
10 4 (2.56%) Rackspace Cloud
11 3 (1.92%) Azure Storage
11 3 (1.92%) Collibra
11 3 (1.92%) Google App Engine
12 2 (1.28%) Amazon SageMaker
12 2 (1.28%) Amazon SQS
13 1 (0.64%) Azure Data Factory
13 1 (0.64%) Azure Stack
13 1 (0.64%) Power Platform
Communications & Networking
1 4 (2.56%) Internet
2 1 (0.64%) AMQP
2 1 (0.64%) DNS
2 1 (0.64%) Firewall
2 1 (0.64%) Intrusion Detection
Database & Business Intelligence
1 27 (17.31%) MongoDB
2 24 (15.38%) SQL Server
3 22 (14.10%) MySQL
3 22 (14.10%) PostgreSQL
4 17 (10.90%) Redis
5 11 (7.05%) Hadoop
6 9 (5.77%) Relational Database
7 8 (5.13%) Apache Cassandra
7 8 (5.13%) Big Data
8 7 (4.49%) Amazon DynamoDB
8 7 (4.49%) Couchbase
9 5 (3.21%) Data Lake
9 5 (3.21%) DB2
9 5 (3.21%) Neo4j
10 4 (2.56%) Data Warehouse
10 4 (2.56%) HBase
11 3 (1.92%) Amazon Redshift
11 3 (1.92%) DataStage
11 3 (1.92%) IBM InfoSphere
11 3 (1.92%) Metadata
Development Applications
1 44 (28.21%) Jenkins
2 29 (18.59%) Git (software)
3 21 (13.46%) Maven
3 21 (13.46%) Mercurial
3 21 (13.46%) Subversion
4 18 (11.54%) JUnit
5 14 (8.97%) JIRA
6 6 (3.85%) Octopus Deploy
7 5 (3.21%) Selenium
8 4 (2.56%) Bitbucket
8 4 (2.56%) IBM UrbanCode
8 4 (2.56%) Protractor
9 3 (1.92%) PHPUnit
9 3 (1.92%) Travis CI
10 2 (1.28%) Atlassian Bamboo
10 2 (1.28%) Vagrant
10 2 (1.28%) Visual Studio
11 1 (0.64%) Artifactory
11 1 (0.64%) SonarQube
11 1 (0.64%) Sonatype Nexus
General
1 36 (23.08%) Social Skills
2 14 (8.97%) Finance
3 10 (6.41%) Retail
4 6 (3.85%) Analytical Skills
5 5 (3.21%) Banking
5 5 (3.21%) Marketing
6 4 (2.56%) Presentation Skills
7 3 (1.92%) Financial Institution
8 2 (1.28%) Law
8 2 (1.28%) Manufacturing
8 2 (1.28%) Public Sector
9 1 (0.64%) Automotive
9 1 (0.64%) Documentation Skills
Job Titles
1 78 (50.00%) Developer
2 40 (25.64%) Software Engineer
3 39 (25.00%) Java Developer
4 25 (16.03%) Senior Developer
5 23 (14.74%) PHP Developer
6 21 (13.46%) Senior Java Developer
7 20 (12.82%) Java Engineer
7 20 (12.82%) Java Software Engineer
8 17 (10.90%) Full Stack Developer
9 13 (8.33%) Data Engineer
9 13 (8.33%) React Developer
10 11 (7.05%) Python Engineer
10 11 (7.05%) Python Software Engineer
11 8 (5.13%) Architect
12 7 (4.49%) AWS Engineer
12 7 (4.49%) E-Commerce Developer
12 7 (4.49%) E-Commerce PHP Developer
12 7 (4.49%) JavaScript Developer
13 6 (3.85%) Cloud Engineer
13 6 (3.85%) Java Software Developer
Libraries, Frameworks & Software Standards
1 38 (24.36%) Spring
2 36 (23.08%) Spring Boot
3 33 (21.15%) RESTful
4 29 (18.59%) Web Services
5 27 (17.31%) React
6 25 (16.03%) .NET
7 22 (14.10%) .NET Core
8 20 (12.82%) AngularJS
8 20 (12.82%) RabbitMQ
9 15 (9.62%) REST
10 14 (8.97%) Node.js
11 12 (7.69%) CodeIgniter
11 12 (7.69%) CSS
11 12 (7.69%) HTML
11 12 (7.69%) Kafka
12 9 (5.77%) Vue.js
13 7 (4.49%) .NET Framework
13 7 (4.49%) jQuery
13 7 (4.49%) SOAP
13 7 (4.49%) XML
Miscellaneous
1 14 (8.97%) Greenfield Project
2 12 (7.69%) Algorithms
2 12 (7.69%) Data Structures
3 11 (7.05%) Cloud Native
4 6 (3.85%) Data Protection Act
4 6 (3.85%) User Experience
5 5 (3.21%) Public Cloud
6 4 (2.56%) Legacy Applications
6 4 (2.56%) Mobile App
7 3 (1.92%) Enterprise Software
7 3 (1.92%) Mainframe
8 2 (1.28%) Online Banking
8 2 (1.28%) Replication
9 1 (0.64%) Client/Server
9 1 (0.64%) FMCG
9 1 (0.64%) Hybrid Cloud
9 1 (0.64%) Industry 4.0
9 1 (0.64%) Internet of Things
9 1 (0.64%) SCORM
9 1 (0.64%) Self-Motivation
Operating Systems
1 27 (17.31%) Linux
2 4 (2.56%) Android
2 4 (2.56%) Apple iOS
3 2 (1.28%) Windows
4 1 (0.64%) Unix
Processes & Methodologies
1 84 (53.85%) Agile Software Development
2 81 (51.92%) Software Engineering
3 56 (35.90%) DevOps
4 52 (33.33%) OO
5 51 (32.69%) TDD
6 47 (30.13%) Microservices
7 33 (21.15%) Test Automation
8 29 (18.59%) Continuous Integration
8 29 (18.59%) Full Stack Development
9 28 (17.95%) Problem-Solving
10 25 (16.03%) Scrum
11 23 (14.74%) MVC
12 22 (14.10%) OOP
13 21 (13.46%) SOLID
14 18 (11.54%) E-Commerce
15 16 (10.26%) BDD
16 13 (8.33%) Analytics
16 13 (8.33%) Clean Code
16 13 (8.33%) Pair Programming
17 12 (7.69%) Decision-Making
Programming Languages
1 92 (58.97%) SQL
2 74 (47.44%) Java
3 57 (36.54%) JavaScript
4 27 (17.31%) PHP
4 27 (17.31%) Python
5 23 (14.74%) C#
5 23 (14.74%) TypeScript
6 13 (8.33%) C++
7 9 (5.77%) Java 8
8 5 (3.21%) Java 11
9 4 (2.56%) Go
9 4 (2.56%) R
10 2 (1.28%) Scala
11 1 (0.64%) Groovy
11 1 (0.64%) PowerShell
Qualifications
1 21 (13.46%) Degree
2 10 (6.41%) Computer Science Degree
3 1 (0.64%) AWS Certification
3 1 (0.64%) Security Cleared
Quality Assurance & Compliance
1 6 (3.85%) QA
2 1 (0.64%) ISO 22301
2 1 (0.64%) ISO/IEC 27001
2 1 (0.64%) PCI DSS
2 1 (0.64%) Sarbanes-Oxley
System Software
1 26 (16.67%) Docker
2 2 (1.28%) VirtualBox
3 1 (0.64%) Active Directory
Systems Management
1 25 (16.03%) Kubernetes
2 18 (11.54%) Ansible
3 13 (8.33%) Terraform
4 5 (3.21%) Prometheus
5 3 (1.92%) Istio
6 2 (1.28%) Docker Swarm
6 2 (1.28%) Opscode Chef
7 1 (0.64%) Grafana
7 1 (0.64%) Puppet
Vendors
1 26 (16.67%) Oracle
2 25 (16.03%) Microsoft
3 13 (8.33%) Google
4 4 (2.56%) Ab Initio
4 4 (2.56%) Rackspace
4 4 (2.56%) Teradata
4 4 (2.56%) Xamarin
5 3 (1.92%) Cloudera
5 3 (1.92%) Hortonworks
5 3 (1.92%) IBM
5 3 (1.92%) Percona
6 2 (1.28%) Databricks
6 2 (1.28%) Dataiku
7 1 (0.64%) Elastic Path
7 1 (0.64%) Vertica