Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 14 June 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 14 June 2021 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
14 Jun 2021		 Same period 2020 Same period 2019
Rank 83 54 56
Rank change year-on-year -29 +2 +58
Permanent jobs citing NoSQL 151 183 314
As % of all permanent jobs advertised in Manchester 3.48% 4.90% 5.02%
As % of the Database & Business Intelligence category 13.60% 16.94% 17.55%
Number of salaries quoted 130 154 244
10th Percentile £36,250 £37,500 £32,875
25th Percentile £45,313 £42,500 £42,375
Median annual salary (50th Percentile) £54,000 £55,000 £55,000
Median % change year-on-year -1.82% - +10.00%
75th Percentile £65,000 £65,000 £70,313
90th Percentile £84,875 £75,000 £80,000
North West median annual salary £54,000 £55,000 £55,000
% change year-on-year -1.82% - +15.79%

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 1,110 1,080 1,789
As % of all permanent IT jobs advertised in Manchester 25.57% 28.92% 28.63%
Number of salaries quoted 937 894 1,433
10th Percentile £32,500 £33,750 £29,000
25th Percentile £40,000 £40,000 £35,000
Median annual salary (50th Percentile) £50,000 £50,000 £45,000
Median % change year-on-year - +11.11% +5.88%
75th Percentile £63,750 £60,000 £57,500
90th Percentile £75,650 £70,875 £71,250
North West median annual salary £50,000 £47,500 £44,000
% change year-on-year +5.26% +7.95% +3.53%

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 June 2021.

Salary histogram for NoSQL in Manchester

For the 6 months to 14 June 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 90 (59.60%) SQL
2 68 (45.03%) Software Engineering
3 65 (43.05%) Agile Software Development
4 56 (37.09%) TDD
5 50 (33.11%) C#
5 50 (33.11%) Python
6 48 (31.79%) Java
7 45 (29.80%) JavaScript
8 44 (29.14%) AWS
9 42 (27.81%) Azure
10 41 (27.15%) Jenkins
11 39 (25.83%) MongoDB
12 37 (24.50%) Git (software)
13 34 (22.52%) OO
14 33 (21.85%) Continuous Integration
14 33 (21.85%) DevOps
14 33 (21.85%) Microservices
15 32 (21.19%) SQL Server
16 31 (20.53%) RabbitMQ
17 29 (19.21%) Linux
18 27 (17.88%) PostgreSQL
18 27 (17.88%) Docker
19 26 (17.22%) C++
19 26 (17.22%) .NET
19 26 (17.22%) MySQL
20 25 (16.56%) Redis
20 25 (16.56%) Node.js
21 24 (15.89%) nginx
22 23 (15.23%) Kubernetes
22 23 (15.23%) Ansible

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 24 (15.89%) nginx
2 23 (15.23%) Elasticsearch
3 21 (13.91%) Apache Spark
4 9 (5.96%) Apache
5 6 (3.97%) Oracle Workflow
6 4 (2.65%) Confluence
7 3 (1.99%) Apache Solr
8 1 (0.66%) CMS
8 1 (0.66%) OpenStack
Cloud Services
1 44 (29.14%) AWS
2 42 (27.81%) Azure
3 19 (12.58%) GCP
4 8 (5.30%) GitHub
5 7 (4.64%) Serverless
6 6 (3.97%) Azure Cosmos DB
7 5 (3.31%) AWS Lambda
7 5 (3.31%) SaaS
8 2 (1.32%) Amazon Kinesis
8 2 (1.32%) Azure Data Factory
8 2 (1.32%) Azure Synapse Analytics
8 2 (1.32%) Cloud Computing
8 2 (1.32%) IaaS
8 2 (1.32%) OpenShift
8 2 (1.32%) PaaS
9 1 (0.66%) Amazon EC2
9 1 (0.66%) Amazon ECS
9 1 (0.66%) AWS CloudFormation
9 1 (0.66%) Firebase
9 1 (0.66%) Rackspace Cloud
Communications & Networking
1 7 (4.64%) Internet
2 3 (1.99%) DNS
3 2 (1.32%) AMQP
3 2 (1.32%) HTTP
3 2 (1.32%) TCP/IP
Database & Business Intelligence
1 39 (25.83%) MongoDB
2 32 (21.19%) SQL Server
3 27 (17.88%) PostgreSQL
4 26 (17.22%) MySQL
5 25 (16.56%) Redis
6 19 (12.58%) Hadoop
7 12 (7.95%) Data Warehouse
8 11 (7.28%) Relational Database
9 10 (6.62%) Data Lake
9 10 (6.62%) SQL Server Integration Services
9 10 (6.62%) SQL Server Reporting Services
10 8 (5.30%) Apache Cassandra
10 8 (5.30%) Big Data
10 8 (5.30%) SQL Server Analysis Services
11 7 (4.64%) Apache Hive
12 6 (3.97%) HBase
13 5 (3.31%) Neo4j
14 4 (2.65%) DataStage
14 4 (2.65%) DB2
14 4 (2.65%) IBM InfoSphere
Development Applications
1 41 (27.15%) Jenkins
2 37 (24.50%) Git (software)
3 21 (13.91%) Mercurial
3 21 (13.91%) Subversion
4 14 (9.27%) GitLab
5 10 (6.62%) Maven
6 7 (4.64%) JIRA
6 7 (4.64%) JUnit
7 4 (2.65%) IBM UrbanCode
8 3 (1.99%) AccuRev
9 2 (1.32%) Atlassian Bamboo
9 2 (1.32%) Jasmine
10 1 (0.66%) Gradle
10 1 (0.66%) Storybook
10 1 (0.66%) Visual Studio
General
1 20 (13.25%) Social Skills
2 10 (6.62%) Finance
2 10 (6.62%) Law
3 9 (5.96%) Presentation Skills
4 7 (4.64%) Retail
4 7 (4.64%) Telecoms
5 4 (2.65%) Banking
5 4 (2.65%) Public Sector
6 2 (1.32%) Marketing
7 1 (0.66%) Analytical Skills
7 1 (0.66%) Back Office
Job Titles
1 70 (46.36%) Developer
2 36 (23.84%) Software Engineer
3 24 (15.89%) Python Engineer
3 24 (15.89%) Python Software Engineer
4 19 (12.58%) Data Engineer
5 18 (11.92%) Senior Developer
6 15 (9.93%) Full Stack Developer
6 15 (9.93%) PHP Developer
7 13 (8.61%) Java Developer
8 12 (7.95%) Architect
8 12 (7.95%) Solutions Architect
9 8 (5.30%) Front End Developer (Client-Side Developer)
9 8 (5.30%) JavaScript Developer
9 8 (5.30%) Python Developer
9 8 (5.30%) React Developer
10 7 (4.64%) .NET Developer
10 7 (4.64%) Senior Front-End Developer
10 7 (4.64%) Senior Java Developer
11 6 (3.97%) .NET Architect
11 6 (3.97%) C# Developer
Libraries, Frameworks & Software Standards
1 31 (20.53%) RabbitMQ
2 26 (17.22%) .NET
3 25 (16.56%) Node.js
4 22 (14.57%) HTML
4 22 (14.57%) React
4 22 (14.57%) REST
5 21 (13.91%) CSS
6 19 (12.58%) Spring
7 18 (11.92%) Kafka
8 17 (11.26%) Web Services
9 16 (10.60%) RESTful
10 15 (9.93%) .NET Core
10 15 (9.93%) Spring Boot
11 12 (7.95%) AngularJS
12 10 (6.62%) GraphQL
12 10 (6.62%) jQuery
13 9 (5.96%) Apache Flex
14 8 (5.30%) Vue.js
15 7 (4.64%) .NET Framework
15 7 (4.64%) KnockoutJS
Miscellaneous
1 6 (3.97%) Cloud Native
1 6 (3.97%) Replication
1 6 (3.97%) User Experience
2 5 (3.31%) Enterprise Software
2 5 (3.31%) Mobile App
3 4 (2.65%) Greenfield Project
3 4 (2.65%) Mainframe
3 4 (2.65%) Online Banking
4 2 (1.32%) Linux Command Line
4 2 (1.32%) Management Information System
4 2 (1.32%) Private Cloud
4 2 (1.32%) Public Cloud
5 1 (0.66%) Algorithms
5 1 (0.66%) Client/Server
5 1 (0.66%) Clustering
5 1 (0.66%) Life Science
Operating Systems
1 29 (19.21%) Linux
2 4 (2.65%) Red Hat Enterprise Linux
3 3 (1.99%) Windows
4 2 (1.32%) CentOS
5 1 (0.66%) Apple iOS
5 1 (0.66%) Unix
5 1 (0.66%) VMS
5 1 (0.66%) Windows Server
Processes & Methodologies
1 68 (45.03%) Software Engineering
2 65 (43.05%) Agile Software Development
3 56 (37.09%) TDD
4 34 (22.52%) OO
5 33 (21.85%) Continuous Integration
5 33 (21.85%) DevOps
5 33 (21.85%) Microservices
6 23 (15.23%) MVC
7 18 (11.92%) Scrum
8 17 (11.26%) Analytics
9 15 (9.93%) Business Intelligence
9 15 (9.93%) Machine Learning
10 13 (8.61%) E-Commerce
10 13 (8.61%) Fintech
10 13 (8.61%) Open Source
11 12 (7.95%) BDD
11 12 (7.95%) Data Management
11 12 (7.95%) Mentoring
11 12 (7.95%) OOP
12 10 (6.62%) Problem-Solving
Programming Languages
1 90 (59.60%) SQL
2 50 (33.11%) C#
2 50 (33.11%) Python
3 48 (31.79%) Java
4 45 (29.80%) JavaScript
5 26 (17.22%) C++
6 17 (11.26%) Go
7 16 (10.60%) PHP
8 12 (7.95%) TypeScript
9 6 (3.97%) C
9 6 (3.97%) T-SQL
10 5 (3.31%) Java 8
11 4 (2.65%) Scala
12 3 (1.99%) Erlang
12 3 (1.99%) ES6
12 3 (1.99%) Haskell
13 2 (1.32%) Ruby
14 1 (0.66%) Bash Shell
14 1 (0.66%) PowerShell
14 1 (0.66%) R
Qualifications
1 6 (3.97%) SC Cleared
1 6 (3.97%) Security Cleared
2 5 (3.31%) Degree
3 4 (2.65%) AWS Certification
4 2 (1.32%) RHCE
4 2 (1.32%) RHCSA
5 1 (0.66%) Computer Science Degree
5 1 (0.66%) DV Cleared
Quality Assurance & Compliance
1 6 (3.97%) Accessibility
2 2 (1.32%) Data Quality
3 1 (0.66%) QA
System Software
1 27 (17.88%) Docker
2 1 (0.66%) Active Directory
Systems Management
1 23 (15.23%) Ansible
1 23 (15.23%) Kubernetes
2 11 (7.28%) Terraform
3 4 (2.65%) Istio
4 3 (1.99%) Prometheus
5 2 (1.32%) Consul
5 2 (1.32%) Docker Swarm
5 2 (1.32%) Grafana
5 2 (1.32%) Graphite
5 2 (1.32%) Packer
5 2 (1.32%) Puppet
6 1 (0.66%) Failover Clustering
6 1 (0.66%) Microsoft Clustering
6 1 (0.66%) Nagios
6 1 (0.66%) ZABBIX
Vendors
1 22 (14.57%) Oracle
2 18 (11.92%) Microsoft
3 14 (9.27%) Google
4 4 (2.65%) Ab Initio
4 4 (2.65%) IBM
4 4 (2.65%) Red Hat
4 4 (2.65%) Teradata
5 2 (1.32%) Databricks
6 1 (0.66%) Brio
6 1 (0.66%) Rackspace
6 1 (0.66%) Splunk