Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 93 79 55
Rank change year-on-year -14 -24 -2
Permanent jobs citing NoSQL 182 144 206
As % of all permanent jobs advertised in Manchester 3.22% 3.66% 5.06%
As % of the Database & Business Intelligence category 14.36% 14.12% 17.73%
Number of salaries quoted 75 128 165
10th Percentile £43,500 £36,250 £37,500
25th Percentile £47,500 £44,688 £41,250
Median annual salary (50th Percentile) £60,000 £52,500 £55,000
Median % change year-on-year +14.29% -4.55% -
75th Percentile £79,375 £65,000 £65,000
90th Percentile £115,500 £87,125 £75,000
North West median annual salary £55,687 £53,250 £55,000
% change year-on-year +4.58% -3.18% -

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 1,267 1,020 1,162
As % of all permanent IT jobs advertised in Manchester 22.39% 25.94% 28.56%
Number of salaries quoted 829 907 949
10th Percentile £36,450 £32,500 £32,500
25th Percentile £41,750 £40,000 £39,121
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £68,750 £63,750 £60,000
90th Percentile £85,000 £75,100 £71,250
North West median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

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 23 May 2022.

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 23 May 2022. 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
Jobs
Cheadle - 2 - -
NoSQL
North West

For the 6 months to 23 May 2022, 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.

1 132 (72.53%) Agile
2 108 (59.34%) AWS
3 92 (50.55%) DevOps
4 87 (47.80%) Microservices
5 85 (46.70%) Azure
6 76 (41.76%) SQL
7 70 (38.46%) Software Engineering
8 62 (34.07%) React
8 62 (34.07%) Full Stack Development
9 60 (32.97%) Kubernetes
10 59 (32.42%) CI/CD
10 59 (32.42%) JavaScript
10 59 (32.42%) Python
11 57 (31.32%) Test Automation
11 57 (31.32%) Analytics
12 55 (30.22%) GCP
13 53 (29.12%) Node.js
14 51 (28.02%) TDD
15 50 (27.47%) .NET
16 49 (26.92%) Cloud Native
17 47 (25.82%) C#
17 47 (25.82%) Java
17 47 (25.82%) Relational Database
17 47 (25.82%) Git (software)
17 47 (25.82%) MongoDB
18 44 (24.18%) Microsoft
19 42 (23.08%) MySQL
20 40 (21.98%) Finance
21 39 (21.43%) Kafka
22 38 (20.88%) Docker

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 30 (16.48%) Apache Spark
2 20 (10.99%) Elasticsearch
3 13 (7.14%) Oracle Workflow
4 10 (5.49%) Apache
5 6 (3.30%) nginx
6 5 (2.75%) Apache Airflow
7 2 (1.10%) Confluence
7 2 (1.10%) GlassFish
7 2 (1.10%) JBoss
7 2 (1.10%) WebSphere
Cloud Services
1 108 (59.34%) AWS
2 85 (46.70%) Azure
3 55 (30.22%) GCP
4 36 (19.78%) Serverless
5 30 (16.48%) GitHub
6 26 (14.29%) Azure Cosmos DB
6 26 (14.29%) Azure Functions
7 24 (13.19%) Azure Logic Apps
7 24 (13.19%) Azure Pipelines
8 12 (6.59%) Snowflake
9 10 (5.49%) Azure Data Factory
9 10 (5.49%) SaaS
10 9 (4.95%) AWS CloudFormation
11 7 (3.85%) AWS Lambda
12 6 (3.30%) Amplience
13 5 (2.75%) Apigee
14 4 (2.20%) Power Platform
15 3 (1.65%) Amazon CloudWatch
15 3 (1.65%) Amazon EC2
15 3 (1.65%) Matillion
Communications & Networking
1 29 (15.93%) HTTP
2 3 (1.65%) DHCP
2 3 (1.65%) DNS
2 3 (1.65%) FTP
2 3 (1.65%) IPsec
2 3 (1.65%) TCP/IP
3 2 (1.10%) Internet
4 1 (0.55%) SAN
Database & Business Intelligence
1 47 (25.82%) MongoDB
1 47 (25.82%) Relational Database
2 42 (23.08%) MySQL
3 34 (18.68%) Big Data
4 28 (15.38%) Data Lake
5 25 (13.74%) Data Warehouse
6 23 (12.64%) Hadoop
7 22 (12.09%) SQL Server
8 20 (10.99%) Neo4j
9 12 (6.59%) PostgreSQL
9 12 (6.59%) RDBMS
10 7 (3.85%) Apache Cassandra
10 7 (3.85%) Metadata
11 6 (3.30%) Azure SQL Database
11 6 (3.30%) HBase
12 4 (2.20%) Power BI
13 3 (1.65%) BigQuery
13 3 (1.65%) DB2
14 2 (1.10%) DataStage
14 2 (1.10%) Star Schema
Development Applications
1 47 (25.82%) Git (software)
2 22 (12.09%) Selenium
3 21 (11.54%) GitLab
4 18 (9.89%) SonarQube
5 16 (8.79%) Jenkins
6 15 (8.24%) Cypress.io
6 15 (8.24%) Postman
6 15 (8.24%) Robot Framework
7 9 (4.95%) JIRA
8 7 (3.85%) Cucumber
8 7 (3.85%) Maven
9 6 (3.30%) Bugzilla
9 6 (3.30%) Redmine
10 4 (2.20%) Octopus Deploy
11 2 (1.10%) IBM UrbanCode
11 2 (1.10%) JUnit
11 2 (1.10%) Mockito
12 1 (0.55%) PHPUnit
12 1 (0.55%) Storybook
12 1 (0.55%) Travis CI
General
1 40 (21.98%) Finance
2 38 (20.88%) Social Skills
3 25 (13.74%) Automotive
4 20 (10.99%) Analytical Skills
5 19 (10.44%) Inclusion and Diversity
6 16 (8.79%) Retail
7 10 (5.49%) Banking
7 10 (5.49%) Fire and Rescue
7 10 (5.49%) Police
7 10 (5.49%) Public Sector
8 4 (2.20%) Financial Institution
8 4 (2.20%) Law
9 2 (1.10%) Games
10 1 (0.55%) Legal
10 1 (0.55%) Local Government
10 1 (0.55%) Retail Banking
Job Titles
1 80 (43.96%) Developer
2 37 (20.33%) Data Engineer
3 32 (17.58%) Software Engineer
4 27 (14.84%) Full Stack Developer
5 19 (10.44%) Senior Software Engineer
6 17 (9.34%) Architect
6 17 (9.34%) Senior Developer
7 15 (8.24%) Software Test Engineer
7 15 (8.24%) Test Engineer
8 12 (6.59%) Senior Software Test Engineer
8 12 (6.59%) Senior Test Engineer
9 11 (6.04%) Big Data Engineer
9 11 (6.04%) Node.js Developer
10 10 (5.49%) .NET Developer
11 9 (4.95%) Java Developer
11 9 (4.95%) Lead Developer
12 8 (4.40%) Backend Developer
13 7 (3.85%) QA Engineer
14 6 (3.30%) Senior QA Engineer
14 6 (3.30%) Solutions Architect
Libraries, Frameworks & Software Standards
1 62 (34.07%) React
2 53 (29.12%) Node.js
3 50 (27.47%) .NET
4 39 (21.43%) Kafka
5 34 (18.68%) .NET Core
6 33 (18.13%) AngularJS
7 31 (17.03%) RESTful
7 31 (17.03%) Spring
8 27 (14.84%) Spring Boot
9 24 (13.19%) HTML
10 23 (12.64%) CSS
11 22 (12.09%) HTML5
11 22 (12.09%) REST
12 18 (9.89%) WPF
13 17 (9.34%) Angular 2
14 16 (8.79%) React Native
15 15 (8.24%) Gherkin
15 15 (8.24%) Puppeteer
15 15 (8.24%) Web Services
16 12 (6.59%) JSON
Miscellaneous
1 49 (26.92%) Cloud Native
2 18 (9.89%) User Experience
3 10 (5.49%) Public Cloud
4 8 (4.40%) Greenfield Project
5 7 (3.85%) Data Protection Act
6 5 (2.75%) Cyber Defence
6 5 (2.75%) Cyberattack
6 5 (2.75%) Data Centre
6 5 (2.75%) Enterprise Software
7 2 (1.10%) IoT
7 2 (1.10%) Mainframe
7 2 (1.10%) N-Tier
7 2 (1.10%) Online Banking
7 2 (1.10%) Social Media
8 1 (0.55%) Data Structures
8 1 (0.55%) Virtual Team
Operating Systems
1 11 (6.04%) Linux
2 5 (2.75%) CentOS
2 5 (2.75%) Red Hat Enterprise Linux
2 5 (2.75%) Ubuntu
3 3 (1.65%) Unix
4 2 (1.10%) Windows
Processes & Methodologies
1 132 (72.53%) Agile
2 92 (50.55%) DevOps
3 87 (47.80%) Microservices
4 70 (38.46%) Software Engineering
5 62 (34.07%) Full Stack Development
6 59 (32.42%) CI/CD
7 57 (31.32%) Analytics
7 57 (31.32%) Test Automation
8 51 (28.02%) TDD
9 34 (18.68%) OO
9 34 (18.68%) Problem-Solving
10 33 (18.13%) Continuous Integration
11 31 (17.03%) Pair Programming
12 29 (15.93%) Data Modelling
12 29 (15.93%) Visualisation
13 28 (15.38%) Data Pipeline
13 28 (15.38%) ETL
14 27 (14.84%) Machine Learning
15 26 (14.29%) Project Planning
15 26 (14.29%) Scrum
Programming Languages
1 76 (41.76%) SQL
2 59 (32.42%) JavaScript
2 59 (32.42%) Python
3 47 (25.82%) C#
3 47 (25.82%) Java
4 35 (19.23%) TypeScript
5 15 (8.24%) ES6
5 15 (8.24%) ES7
5 15 (8.24%) ES8
6 14 (7.69%) Bash
7 10 (5.49%) Ruby
8 9 (4.95%) R
9 7 (3.85%) Go
10 6 (3.30%) PowerShell
11 4 (2.20%) T-SQL
12 1 (0.55%) PHP
12 1 (0.55%) VB.NET
Qualifications
1 14 (7.69%) Degree
2 12 (6.59%) SC Cleared
2 12 (6.59%) Security Cleared
3 10 (5.49%) Master's Degree
4 7 (3.85%) Microsoft Certification
5 4 (2.20%) CISSP
5 4 (2.20%) CSSLP
6 3 (1.65%) Computer Science Degree
7 1 (0.55%) DBS Check
Quality Assurance & Compliance
1 17 (9.34%) QA
2 11 (6.04%) Accessibility
3 2 (1.10%) Data Quality
System Software
1 38 (20.88%) Docker
2 2 (1.10%) Virtual Machines
Systems Management
1 60 (32.97%) Kubernetes
2 25 (13.74%) Grafana
2 25 (13.74%) Prometheus
3 15 (8.24%) Terraform
4 5 (2.75%) Docker Swarm
4 5 (2.75%) Nagios
4 5 (2.75%) Puppet
5 3 (1.65%) Istio
6 2 (1.10%) Opscode Chef
7 1 (0.55%) Ansible
Vendors
1 44 (24.18%) Microsoft
2 36 (19.78%) Google
3 20 (10.99%) Oracle
4 10 (5.49%) Databricks
5 9 (4.95%) Cloudera
5 9 (4.95%) Hitachi
5 9 (4.95%) Splunk
6 5 (2.75%) Cisco
6 5 (2.75%) Juniper
6 5 (2.75%) Red Hat
6 5 (2.75%) VMware
7 3 (1.65%) IBM
7 3 (1.65%) Teradata
8 1 (0.55%) Ab Initio
8 1 (0.55%) Adobe
8 1 (0.55%) Percona
8 1 (0.55%) Tealium
8 1 (0.55%) Vertica