Period
to 7 December 2019

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 7 December 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > North West
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 101 71 101
Rank change year-on-year -30 +30 +23
Permanent jobs citing NoSQL 287 475 416
As % of all permanent IT jobs advertised in the North West 3.00% 4.14% 3.17%
As % of the Database & Business Intelligence category 10.83% 13.88% 9.84%
Number of salaries quoted 208 413 347
North West median annual salary £52,500 £50,000 £42,500
Median salary % change year-on-year +5.00% +17.65% -10.53%
10th Percentile £30,875 £32,500 £32,500
90th Percentile £76,250 £77,500 £65,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 2,651 3,421 4,227
As % of all permanent IT jobs advertised in the North West 27.71% 29.78% 32.21%
Number of salaries quoted 2,141 2,968 3,587
North West median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £29,000 £29,000 £27,500
90th Percentile £67,500 £70,000 £62,500
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

NoSQL
Job Vacancy Trend in the North West

Job postings citing NoSQL as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in the North West.

Salary trend for NoSQL in the North West

NoSQL
Salary Histogram in the North West

The salary distribution of IT jobs citing NoSQL in the North West over the 6 months to 7 December 2019.

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 7 December 2019. 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 -15 251 £52,500 - 44
Lancashire -6 16 £62,203 +60.52% 2
Cheshire -6 15 £42,500 +6.25% 7
Merseyside +10 5 £44,000 -1.12% 5
NoSQL
England

For the 6 months to 7 December 2019, 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.

1 127 (44.25%) SQL
2 106 (36.93%) Agile Software Development
3 100 (34.84%) Software Engineering
4 99 (34.49%) Java
5 94 (32.75%) MongoDB
6 87 (30.31%) Git (software)
7 86 (29.97%) JavaScript
8 84 (29.27%) .NET
9 83 (28.92%) C#
10 81 (28.22%) AWS
11 76 (26.48%) HTML
12 75 (26.13%) CSS
12 75 (26.13%) TDD
13 71 (24.74%) MySQL
13 71 (24.74%) Microservices
14 66 (23.00%) Open Source
15 62 (21.60%) Azure
16 60 (20.91%) DevOps
17 59 (20.56%) HTML5
17 59 (20.56%) RESTful
18 57 (19.86%) OO
19 56 (19.51%) MVC
20 53 (18.47%) Coaching
20 53 (18.47%) Problem-Solving
21 50 (17.42%) SQL Server
22 47 (16.38%) Linux
22 47 (16.38%) Docker
22 47 (16.38%) AngularJS
23 46 (16.03%) Relational Database
23 46 (16.03%) Node.js

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 (6.27%) Cloud Foundry
2 14 (4.88%) Apache Spark
3 3 (1.05%) nginx
4 1 (0.35%) Apache
4 1 (0.35%) BizTalk Server
4 1 (0.35%) CMS
Business Applications
1 4 (1.39%) Magento
Cloud Services
1 81 (28.22%) AWS
2 62 (21.60%) Azure
3 45 (15.68%) GCP
4 32 (11.15%) GitHub
5 11 (3.83%) Serverless
6 10 (3.48%) Amazon EC2
7 8 (2.79%) Amazon ElastiCache
8 4 (1.39%) AWS CodeBuild
8 4 (1.39%) AWS CodePipeline
8 4 (1.39%) AWS Lambda
8 4 (1.39%) Cloud Computing
9 3 (1.05%) Amazon Kinesis
9 3 (1.05%) IaaS
9 3 (1.05%) SaaS
10 2 (0.70%) Amazon ECS
10 2 (0.70%) Amazon S3
10 2 (0.70%) Power Platform
11 1 (0.35%) Firebase
11 1 (0.35%) Heroku
11 1 (0.35%) PaaS
Communications & Networking
1 9 (3.14%) HTTP
2 4 (1.39%) ATM
3 2 (0.70%) Internet
3 2 (0.70%) SSL
4 1 (0.35%) TCP/IP
4 1 (0.35%) Wi-Fi
Database & Business Intelligence
1 94 (32.75%) MongoDB
2 71 (24.74%) MySQL
3 50 (17.42%) SQL Server
4 46 (16.03%) Relational Database
5 33 (11.50%) PostgreSQL
6 31 (10.80%) Neo4j
7 22 (7.67%) Data Warehouse
8 21 (7.32%) RDBMS
9 18 (6.27%) Amazon DynamoDB
10 16 (5.57%) Big Data
11 14 (4.88%) Redis
12 13 (4.53%) Hadoop
13 8 (2.79%) Apache Hive
13 8 (2.79%) DB2
13 8 (2.79%) Oracle Database
14 7 (2.44%) Apache Cassandra
15 6 (2.09%) Couchbase
15 6 (2.09%) IBM InfoSphere
15 6 (2.09%) IDMS
15 6 (2.09%) SAP HANA
Development Applications
1 87 (30.31%) Git (software)
2 33 (11.50%) Subversion
3 31 (10.80%) GitLab
4 11 (3.83%) JIRA
5 7 (2.44%) PHPUnit
5 7 (2.44%) Selenium
6 6 (2.09%) Jenkins
6 6 (2.09%) Vagrant
6 6 (2.09%) webpack
7 5 (1.74%) JUnit
7 5 (1.74%) Mockito
8 3 (1.05%) Atlassian Bamboo
8 3 (1.05%) Maven
9 2 (0.70%) AccuRev
9 2 (0.70%) Mercurial
10 1 (0.35%) Appium
10 1 (0.35%) Cucumber
10 1 (0.35%) SoapUI
10 1 (0.35%) SpecFlow
10 1 (0.35%) WebDriver
General
1 27 (9.41%) Finance
2 19 (6.62%) Retail
3 14 (4.88%) Public Sector
4 13 (4.53%) Banking
5 10 (3.48%) Games
6 3 (1.05%) Automotive
7 1 (0.35%) Advertising
7 1 (0.35%) Aerospace
7 1 (0.35%) Financial Institution
7 1 (0.35%) Marketing
7 1 (0.35%) Music Industry
Job Titles
1 129 (44.95%) Developer
2 79 (27.53%) Software Engineer
3 50 (17.42%) .NET Developer
3 50 (17.42%) Senior Developer
4 33 (11.50%) Senior Software Engineer
5 26 (9.06%) Senior .NET Developer
6 25 (8.71%) Architect
7 24 (8.36%) C# Developer
8 22 (7.67%) Java Developer
9 21 (7.32%) PHP Developer
10 20 (6.97%) Junior
11 18 (6.27%) C++ Developer
12 17 (5.92%) Full Stack Developer
13 15 (5.23%) C# .NET Developer
13 15 (5.23%) NoSQL Engineer
13 15 (5.23%) Senior Full Stack Developer
13 15 (5.23%) Senior Java Developer
14 14 (4.88%) C++ Software Engineer
14 14 (4.88%) Junior Software Engineer
14 14 (4.88%) Kubernetes Engineer
Libraries, Frameworks & Software Standards
1 84 (29.27%) .NET
2 76 (26.48%) HTML
3 75 (26.13%) CSS
4 59 (20.56%) HTML5
4 59 (20.56%) RESTful
5 47 (16.38%) AngularJS
6 46 (16.03%) Node.js
7 44 (15.33%) .NET Core
7 44 (15.33%) Web Services
8 37 (12.89%) Spring
8 37 (12.89%) Spring Boot
9 35 (12.20%) CSS3
10 32 (11.15%) REST
11 25 (8.71%) ASP.NET Web API
12 22 (7.67%) .NET Framework
12 22 (7.67%) ASP.NET
13 21 (7.32%) ASP.NET MVC
13 21 (7.32%) Entity Framework
14 20 (6.97%) React Native
15 19 (6.62%) React
Miscellaneous
1 42 (14.63%) Mobile App
2 19 (6.62%) Cloud Native
3 15 (5.23%) Enterprise Software
4 14 (4.88%) User Experience
5 10 (3.48%) Greenfield Project
6 9 (3.14%) Algorithms
6 9 (3.14%) Analytical Skills
6 9 (3.14%) Data Structures
7 8 (2.79%) N-Tier
8 6 (2.09%) Mainframe
9 4 (1.39%) Public Cloud
9 4 (1.39%) Replication
10 2 (0.70%) Clustering
10 2 (0.70%) Robotics
10 2 (0.70%) Self-Motivation
11 1 (0.35%) BBC
11 1 (0.35%) Data Protection Act
11 1 (0.35%) Linux Command Line
11 1 (0.35%) Reference Data
11 1 (0.35%) Social Media
Operating Systems
1 47 (16.38%) Linux
2 13 (4.53%) Windows
3 12 (4.18%) Android
4 11 (3.83%) Apple iOS
5 6 (2.09%) VME
6 5 (1.74%) Mac OS X
6 5 (1.74%) Red Hat Enterprise Linux
6 5 (1.74%) Unix
7 3 (1.05%) CentOS
8 1 (0.35%) Debian
Processes & Methodologies
1 106 (36.93%) Agile Software Development
2 100 (34.84%) Software Engineering
3 75 (26.13%) TDD
4 71 (24.74%) Microservices
5 66 (23.00%) Open Source
6 60 (20.91%) DevOps
7 57 (19.86%) OO
8 56 (19.51%) MVC
9 53 (18.47%) Coaching
9 53 (18.47%) Problem-Solving
10 45 (15.68%) SOA
11 43 (14.98%) Mentoring
12 41 (14.29%) Computer Science
13 38 (13.24%) OOP
13 38 (13.24%) Scrum
14 33 (11.50%) Test Automation
15 31 (10.80%) Open Source Development
16 26 (9.06%) Technical Leadership
17 25 (8.71%) Kanban
17 25 (8.71%) Performance Optimisation
Programming Languages
1 127 (44.25%) SQL
2 99 (34.49%) Java
3 86 (29.97%) JavaScript
4 83 (28.92%) C#
5 45 (15.68%) Python
6 34 (11.85%) Go
7 33 (11.50%) C++
8 30 (10.45%) PHP
9 20 (6.97%) C
10 19 (6.62%) Ruby
11 17 (5.92%) Scala
12 16 (5.57%) TypeScript
13 15 (5.23%) T-SQL
14 5 (1.74%) Java 8
14 5 (1.74%) Objective-C
15 2 (0.70%) ES6
15 2 (0.70%) Groovy
15 2 (0.70%) R
16 1 (0.35%) ES7
16 1 (0.35%) PHP 7
Qualifications
1 37 (12.89%) Degree
2 16 (5.57%) Computer Science Degree
3 5 (1.74%) DV Cleared
3 5 (1.74%) Security Cleared
Quality Assurance & Compliance
1 12 (4.18%) QA
2 3 (1.05%) GDPR
3 1 (0.35%) Data Quality
System Software
1 47 (16.38%) Docker
2 1 (0.35%) LXC
2 1 (0.35%) Virtual Machines
Systems Management
1 37 (12.89%) Kubernetes
2 16 (5.57%) Terraform
3 6 (2.09%) Opscode Chef
3 6 (2.09%) Prometheus
4 5 (1.74%) Ansible
4 5 (1.74%) Grafana
4 5 (1.74%) Puppet
5 3 (1.05%) Consul
5 3 (1.05%) Docker Swarm
5 3 (1.05%) Graphite
5 3 (1.05%) Packer
6 1 (0.35%) StatsD
6 1 (0.35%) ZABBIX
Vendors
1 40 (13.94%) Microsoft
2 26 (9.06%) Google
3 12 (4.18%) Oracle
4 7 (2.44%) Xamarin
5 6 (2.09%) CA
5 6 (2.09%) Hortonworks
5 6 (2.09%) IBM
5 6 (2.09%) Paxata
5 6 (2.09%) SAP
5 6 (2.09%) Talend
6 3 (1.05%) Atlassian
7 2 (0.70%) Acme Packet
7 2 (0.70%) Genesys
7 2 (0.70%) Red Hat
7 2 (0.70%) Verint
8 1 (0.35%) Apple
8 1 (0.35%) Facebook
8 1 (0.35%) Sony
8 1 (0.35%) Yahoo!
8 1 (0.35%) Zend