Period
to 28 November 2020

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 28 November 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
28 Nov 2020
Same period 2019 Same period 2018
Rank 87 145 88
Rank change year-on-year +58 -57 -5
Permanent jobs citing NoSQL 87 120 259
As % of all permanent jobs advertised in the West Midlands 2.91% 1.65% 3.09%
As % of the Database & Business Intelligence category 10.81% 6.59% 12.09%
Number of salaries quoted 75 103 242
Median annual salary £57,500 £50,000 £53,250
Median salary % change year-on-year +15.00% -6.10% +18.33%
10th Percentile £38,750 £34,000 £33,750
90th Percentile £74,000 £70,000 £64,973
England median annual salary £60,000 £60,000 £57,500
% 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 West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 805 1,821 2,143
As % of all permanent IT jobs advertised in the West Midlands 26.92% 25.00% 25.53%
Number of salaries quoted 645 1,588 1,750
Median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £32,000 £27,175 £26,750
90th Percentile £72,500 £62,725 £65,000
England median annual salary £55,000 £52,500 £52,000
% change year-on-year +4.76% +0.96% +4.00%

NoSQL
Job Vacancy Trend in the West Midlands

Job postings citing NoSQL as a proportion of all IT jobs advertised in the West Midlands.

Job vacancy trend for NoSQL in the West Midlands

NoSQL
Salary Trend in the West Midlands

3-month moving average salary quoted in jobs citing NoSQL in the West Midlands.

Salary trend for NoSQL in the West Midlands

NoSQL
Salary Histogram in the West Midlands

Salary distribution for jobs citing NoSQL in the West Midlands over the 6 months to 28 November 2020.

Salary histogram for NoSQL in the West Midlands

NoSQL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the West Midlands region over the 6 months to 28 November 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
Birmingham +76 66 £60,000 +14.29% 7
Warwickshire 0 9 £37,500 -28.57% 4
Solihull +31 3 £75,000 -6.25% 1
Coventry +25 2 £50,000 - 2
Worcestershire +25 1 £32,500 -13.33% 1
Staffordshire +24 1 £50,000 +11.11% 2
Shropshire +2 1 - - 1
NoSQL
England

For the 6 months to 28 November 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 West Midlands region with a requirement for NoSQL.

1 68 (78.16%) Agile Software Development
2 60 (68.97%) Microservices
3 57 (65.52%) SQL
4 44 (50.57%) Azure
5 43 (49.43%) DevOps
6 38 (43.68%) JavaScript
7 36 (41.38%) .NET
8 32 (36.78%) TDD
8 32 (36.78%) AWS
9 30 (34.48%) REST
10 29 (33.33%) Test Automation
11 27 (31.03%) Docker
11 27 (31.03%) Java
11 27 (31.03%) Python
11 27 (31.03%) .NET Core
12 26 (29.89%) C#
12 26 (29.89%) Spring
12 26 (29.89%) Continuous Integration
13 25 (28.74%) Jenkins
14 24 (27.59%) GitHub
14 24 (27.59%) Software Engineering
15 23 (26.44%) Node.js
15 23 (26.44%) Open Source
16 22 (25.29%) MongoDB
16 22 (25.29%) React
17 20 (22.99%) MVC
18 19 (21.84%) SQL Server
18 19 (21.84%) AngularJS
19 18 (20.69%) SaaS
19 18 (20.69%) Git (software)

NoSQL
Co-occurring IT Skills in the West Midlands 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 8 (9.20%) Confluence
1 8 (9.20%) Elasticsearch
2 7 (8.05%) GlassFish
2 7 (8.05%) JBoss
2 7 (8.05%) WebSphere
3 3 (3.45%) IIS
4 1 (1.15%) Apache Spark
4 1 (1.15%) NServiceBus
4 1 (1.15%) SharePoint
4 1 (1.15%) Tomcat
Business Applications
1 7 (8.05%) IBM Operational Decision Manager
1 7 (8.05%) Oracle BPM
2 1 (1.15%) Sparx Enterprise Architect
Cloud Services
1 44 (50.57%) Azure
2 32 (36.78%) AWS
3 24 (27.59%) GitHub
4 18 (20.69%) SaaS
5 9 (10.34%) IaaS
5 9 (10.34%) OpenShift
5 9 (10.34%) PaaS
6 8 (9.20%) AWS Lambda
6 8 (9.20%) Cloud Computing
6 8 (9.20%) Serverless
7 3 (3.45%) npm
8 2 (2.30%) GCP
9 1 (1.15%) Amazon EKS
Communications & Networking
1 9 (10.34%) AMQP
2 2 (2.30%) DNS
3 1 (1.15%) FTP
3 1 (1.15%) HTTP
3 1 (1.15%) SMTP
3 1 (1.15%) SSH
Database & Business Intelligence
1 22 (25.29%) MongoDB
2 19 (21.84%) SQL Server
3 11 (12.64%) Relational Database
4 10 (11.49%) Big Data
4 10 (11.49%) Redis
5 8 (9.20%) PostgreSQL
6 4 (4.60%) MySQL
7 3 (3.45%) Data Warehouse
7 3 (3.45%) RDBMS
7 3 (3.45%) SQL Server 2012
8 2 (2.30%) DB2
9 1 (1.15%) Amazon DynamoDB
9 1 (1.15%) Amazon RDS
9 1 (1.15%) Data Mining
9 1 (1.15%) Microsoft Analysis Services
9 1 (1.15%) Snowflake Schema
9 1 (1.15%) SQL Server Analysis Services
9 1 (1.15%) SQL Server Integration Services
9 1 (1.15%) SQL Server Reporting Services
9 1 (1.15%) Star Schema
Development Applications
1 25 (28.74%) Jenkins
2 18 (20.69%) Git (software)
3 15 (17.24%) Atlassian Bamboo
3 15 (17.24%) GitLab
4 13 (14.94%) JUnit
5 12 (13.79%) Mockito
6 8 (9.20%) JIRA
7 7 (8.05%) Apache Archiva
7 7 (8.05%) Artifactory
7 7 (8.05%) Bitbucket
7 7 (8.05%) Sonatype Nexus
7 7 (8.05%) TeamCity
8 4 (4.60%) Postman
8 4 (4.60%) Selenium
9 3 (3.45%) SQL Server Management Studio (SSMS)
10 2 (2.30%) gulp
10 2 (2.30%) jspm
11 1 (1.15%) Bower
11 1 (1.15%) Cucumber
11 1 (1.15%) SpecFlow
General
1 9 (10.34%) Finance
2 8 (9.20%) Public Sector
3 3 (3.45%) Games
4 2 (2.30%) Aerospace
4 2 (2.30%) Banking
4 2 (2.30%) Retail
5 1 (1.15%) Law
Job Titles
1 39 (44.83%) Developer
2 18 (20.69%) DevOps Engineer
3 15 (17.24%) Java Developer
3 15 (17.24%) SC Cleared Java Developer
4 12 (13.79%) Architect
4 12 (13.79%) Platform Engineer
5 9 (10.34%) .NET Developer
5 9 (10.34%) Senior Developer
6 8 (9.20%) DevOps Architect
7 7 (8.05%) Backend Developer
7 7 (8.05%) Lead Developer
7 7 (8.05%) Lead Java Developer
8 6 (6.90%) Azure DevOps Engineer
8 6 (6.90%) Azure Engineer
8 6 (6.90%) Cloud Engineer
8 6 (6.90%) Full Stack Developer
9 5 (5.75%) Senior .NET Developer
10 4 (4.60%) Automation Engineer
11 3 (3.45%) Senior Full Stack Developer
11 3 (3.45%) Web Developer
Libraries, Frameworks & Software Standards
1 36 (41.38%) .NET
2 30 (34.48%) REST
3 27 (31.03%) .NET Core
4 26 (29.89%) Spring
5 23 (26.44%) Node.js
6 22 (25.29%) React
7 19 (21.84%) AngularJS
8 17 (19.54%) .NET Framework
8 17 (19.54%) Spring Boot
9 16 (18.39%) RESTful
10 12 (13.79%) Apache Camel
10 12 (13.79%) JAX-RS
10 12 (13.79%) JMS
10 12 (13.79%) Spring Integration
11 11 (12.64%) ASP.NET Web API
11 11 (12.64%) Kafka
12 10 (11.49%) Twitter Bootstrap
13 9 (10.34%) Web Services
14 8 (9.20%) ASP.NET
14 8 (9.20%) Flask
Miscellaneous
1 10 (11.49%) Cloud Native
2 9 (10.34%) Private Cloud
2 9 (10.34%) Self-Motivation
3 6 (6.90%) Greenfield Project
4 4 (4.60%) Analytical Skills
4 4 (4.60%) Blog
4 4 (4.60%) Enterprise Software
4 4 (4.60%) Social Media
5 3 (3.45%) User Experience
6 2 (2.30%) Cybercrime
6 2 (2.30%) Life Science
6 2 (2.30%) Public Cloud
7 1 (1.15%) Algorithms
7 1 (1.15%) Clustering
7 1 (1.15%) Management Information System
7 1 (1.15%) Mobile App
7 1 (1.15%) Replication
7 1 (1.15%) W3C
Operating Systems
1 13 (14.94%) Linux
2 8 (9.20%) CentOS
2 8 (9.20%) Red Hat Enterprise Linux
3 4 (4.60%) Unix
4 3 (3.45%) Windows
5 1 (1.15%) Debian
5 1 (1.15%) Ubuntu
Processes & Methodologies
1 68 (78.16%) Agile Software Development
2 60 (68.97%) Microservices
3 43 (49.43%) DevOps
4 32 (36.78%) TDD
5 29 (33.33%) Test Automation
6 26 (29.89%) Continuous Integration
7 24 (27.59%) Software Engineering
8 23 (26.44%) Open Source
9 20 (22.99%) MVC
10 16 (18.39%) Scrum
11 13 (14.94%) Continuous Delivery
11 13 (14.94%) CQRS
11 13 (14.94%) Domain-Driven Design
12 12 (13.79%) Dependency Injection
12 12 (13.79%) Pair Programming
13 9 (10.34%) API Design
13 9 (10.34%) Configuration Management
13 9 (10.34%) High Availability
13 9 (10.34%) IT Strategy
13 9 (10.34%) Mentoring
Programming Languages
1 57 (65.52%) SQL
2 38 (43.68%) JavaScript
3 27 (31.03%) Java
3 27 (31.03%) Python
4 26 (29.89%) C#
5 15 (17.24%) Java 8
5 15 (17.24%) PowerShell
6 8 (9.20%) Go
6 8 (9.20%) Ruby
7 3 (3.45%) C
7 3 (3.45%) PHP
7 3 (3.45%) Shell Script
7 3 (3.45%) T-SQL
8 2 (2.30%) Bash Shell
8 2 (2.30%) C++
8 2 (2.30%) Scala
9 1 (1.15%) ANSI SQL
9 1 (1.15%) ES6
9 1 (1.15%) R
9 1 (1.15%) TypeScript
Qualifications
1 15 (17.24%) SC Cleared
1 15 (17.24%) Security Cleared
2 8 (9.20%) AWS Certification
3 5 (5.75%) Degree
4 3 (3.45%) DV Cleared
5 1 (1.15%) Computer Science Degree
Quality Assurance & Compliance
1 11 (12.64%) QA
2 1 (1.15%) PMO
System Software
1 27 (31.03%) Docker
2 1 (1.15%) Virtual Machines
Systems Management
1 18 (20.69%) Terraform
2 17 (19.54%) Kubernetes
3 12 (13.79%) Ansible
4 8 (9.20%) Grafana
4 8 (9.20%) Graphite
4 8 (9.20%) Prometheus
4 8 (9.20%) Puppet
5 7 (8.05%) Opscode Chef
6 3 (3.45%) MIIS
6 3 (3.45%) Single Sign-On
7 1 (1.15%) Consul
7 1 (1.15%) Docker Swarm
7 1 (1.15%) Packer
7 1 (1.15%) Rancher
Vendors
1 13 (14.94%) Microsoft
2 10 (11.49%) Oracle
3 9 (10.34%) Red Hat
4 8 (9.20%) IBM
5 1 (1.15%) Google
5 1 (1.15%) SAP
5 1 (1.15%) Sparx
5 1 (1.15%) Xamarin
5 1 (1.15%) Zend