Period
to 14 June 2021

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 14 June 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
14 Jun 2021
Same period 2020 Same period 2019
Rank 115 152 177
Rank change year-on-year +37 +25 -73
Permanent jobs citing NoSQL 133 56 106
As % of all permanent jobs advertised in the West Midlands 2.27% 1.32% 1.37%
As % of the Database & Business Intelligence category 10.14% 5.08% 5.43%
Number of salaries quoted 102 46 87
10th Percentile £38,750 £42,500 £32,500
25th Percentile £42,500 £44,063 £39,750
Median annual salary (50th Percentile) £60,000 £60,000 £50,000
Median % change year-on-year - +20.00% +5.26%
75th Percentile £77,500 £65,000 £61,250
90th Percentile £89,500 £70,000 £75,500
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +13.64%

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 1,312 1,103 1,951
As % of all permanent IT jobs advertised in the West Midlands 22.37% 25.93% 25.18%
Number of salaries quoted 1,099 958 1,563
10th Percentile £29,750 £30,000 £26,250
25th Percentile £36,875 £37,000 £33,000
Median annual salary (50th Percentile) £46,000 £47,500 £42,500
Median % change year-on-year -3.16% +11.76% -
75th Percentile £61,500 £57,500 £55,000
90th Percentile £73,750 £67,500 £66,250
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 14 June 2021.

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 14 June 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
Birmingham +5 73 £65,000 +8.33% 18
Warwickshire +12 20 £60,000 +66.67% 1
Shropshire -4 9 £42,500 -5.56%
Worcestershire -8 8 £47,500 - 6
Solihull +13 4 - - 1
Staffordshire 0 4 £43,750 -7.89% 2
West Bromwich - 4 - -
Coventry -7 3 £41,500 -15.74% 1
Herefordshire - 1 £45,000 -
NoSQL
England

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 West Midlands region with a requirement for NoSQL.

1 89 (66.92%) SQL
2 88 (66.17%) Agile Software Development
3 74 (55.64%) Azure
4 57 (42.86%) AWS
5 56 (42.11%) .NET
6 55 (41.35%) DevOps
7 54 (40.60%) C#
8 53 (39.85%) JavaScript
9 46 (34.59%) React
10 43 (32.33%) Scrum
11 41 (30.83%) Python
12 38 (28.57%) Java
12 38 (28.57%) Microservices
12 38 (28.57%) Docker
13 36 (27.07%) Software Engineering
14 34 (25.56%) HTML
14 34 (25.56%) .NET Core
15 33 (24.81%) MongoDB
16 31 (23.31%) AngularJS
17 30 (22.56%) CSS
18 29 (21.80%) Kubernetes
19 28 (21.05%) SQL Server
20 27 (20.30%) Social Skills
21 26 (19.55%) MVC
22 25 (18.80%) Kafka
22 25 (18.80%) Mentoring
23 24 (18.05%) Terraform
23 24 (18.05%) REST
24 23 (17.29%) .NET Framework
24 23 (17.29%) TDD

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 15 (11.28%) Apache Spark
2 7 (5.26%) Apache
3 6 (4.51%) CMS
4 3 (2.26%) Apache Solr
4 3 (2.26%) nginx
5 2 (1.50%) Confluence
5 2 (1.50%) WordPress
6 1 (0.75%) Elasticsearch
6 1 (0.75%) IIS
Business Applications
1 2 (1.50%) Oracle BPM
2 1 (0.75%) Dynamics CRM
Cloud Services
1 74 (55.64%) Azure
2 57 (42.86%) AWS
3 22 (16.54%) GCP
4 20 (15.04%) Serverless
5 15 (11.28%) GitHub
6 10 (7.52%) SaaS
7 9 (6.77%) IaaS
7 9 (6.77%) OpenShift
7 9 (6.77%) PaaS
8 7 (5.26%) Amazon S3
9 6 (4.51%) Amazon CloudWatch
9 6 (4.51%) AWS Lambda
10 4 (3.01%) Azure Data Factory
11 3 (2.26%) Azure Cosmos DB
11 3 (2.26%) Azure Functions
11 3 (2.26%) Azure Synapse Analytics
11 3 (2.26%) Cloud Computing
12 2 (1.50%) Azure Storage
12 2 (1.50%) Cloud Functions
12 2 (1.50%) Google App Engine
Communications & Networking
1 9 (6.77%) AMQP
2 4 (3.01%) Firewall
2 4 (3.01%) TCP/IP
3 2 (1.50%) ASN.1
3 2 (1.50%) MQTT
4 1 (0.75%) HTTP
Database & Business Intelligence
1 33 (24.81%) MongoDB
2 28 (21.05%) SQL Server
3 22 (16.54%) Relational Database
4 14 (10.53%) Hadoop
5 12 (9.02%) MySQL
6 11 (8.27%) Big Data
6 11 (8.27%) PostgreSQL
6 11 (8.27%) Redis
7 10 (7.52%) Apache Cassandra
8 9 (6.77%) Amazon Redshift
9 8 (6.02%) Apache Hive
10 7 (5.26%) HBase
11 6 (4.51%) Amazon DynamoDB
11 6 (4.51%) Data Lake
11 6 (4.51%) InfluxDB
12 5 (3.76%) Cloud Spanner
12 5 (3.76%) Data Warehouse
13 4 (3.01%) Neo4j
14 3 (2.26%) Amazon Athena
14 3 (2.26%) SQL Server Integration Services
Development Applications
1 23 (17.29%) Jenkins
2 16 (12.03%) Git (software)
3 10 (7.52%) GitLab
4 8 (6.02%) Octopus Deploy
4 8 (6.02%) Visual Studio
5 6 (4.51%) Atlassian Bamboo
5 6 (4.51%) Spinnaker
5 6 (4.51%) TeamCity
6 4 (3.01%) JIRA
7 3 (2.26%) NUnit
7 3 (2.26%) SQL Server Management Studio (SSMS)
7 3 (2.26%) Subversion
8 2 (1.50%) Bitbucket
8 2 (1.50%) SpecFlow
9 1 (0.75%) Ant
9 1 (0.75%) Eclipse
9 1 (0.75%) JUnit
9 1 (0.75%) Maven
9 1 (0.75%) Moq
9 1 (0.75%) MSTest
General
1 27 (20.30%) Social Skills
2 8 (6.02%) Analytical Skills
2 8 (6.02%) Finance
3 6 (4.51%) Public Sector
4 5 (3.76%) Publishing
5 4 (3.01%) Marketing
6 2 (1.50%) Law
6 2 (1.50%) Presentation Skills
7 1 (0.75%) Digital Economy
7 1 (0.75%) Electronics
7 1 (0.75%) Games
7 1 (0.75%) Legal
7 1 (0.75%) Manufacturing
7 1 (0.75%) Retail
7 1 (0.75%) Telecoms
Job Titles
1 57 (42.86%) Developer
2 29 (21.80%) Full Stack Developer
3 18 (13.53%) Architect
4 15 (11.28%) DevOps Engineer
4 15 (11.28%) Software Developer
5 13 (9.77%) Data Engineer
6 11 (8.27%) Solutions Architect
7 8 (6.02%) Java Developer
7 8 (6.02%) JavaScript Developer
7 8 (6.02%) Lead Developer
7 8 (6.02%) PHP Developer
8 7 (5.26%) Data Architect
8 7 (5.26%) Lead Software Developer
8 7 (5.26%) Python Developer
8 7 (5.26%) Senior Developer
8 7 (5.26%) Senior DevOps
8 7 (5.26%) Senior DevOps Engineer
9 6 (4.51%) React Developer
10 5 (3.76%) C# Developer
10 5 (3.76%) Platform Engineer
Libraries, Frameworks & Software Standards
1 56 (42.11%) .NET
2 46 (34.59%) React
3 34 (25.56%) .NET Core
3 34 (25.56%) HTML
4 31 (23.31%) AngularJS
5 30 (22.56%) CSS
6 25 (18.80%) Kafka
7 24 (18.05%) REST
8 23 (17.29%) .NET Framework
9 22 (16.54%) Node.js
10 18 (13.53%) Vue.js
11 17 (12.78%) HTML5
12 15 (11.28%) KnockoutJS
13 14 (10.53%) RESTful
14 13 (9.77%) Spring
15 12 (9.02%) ASP.NET Web API
15 12 (9.02%) Web Services
16 11 (8.27%) ASP.NET
16 11 (8.27%) JSON
16 11 (8.27%) Spring Boot
Miscellaneous
1 10 (7.52%) Cloud Native
1 10 (7.52%) Self-Motivation
2 9 (6.77%) Private Cloud
3 6 (4.51%) Driving Licence
4 4 (3.01%) Mobile App
5 3 (2.26%) Algorithms
6 2 (1.50%) Data Structures
6 2 (1.50%) Enterprise Software
6 2 (1.50%) Greenfield Project
6 2 (1.50%) Management Information System
6 2 (1.50%) Public Cloud
6 2 (1.50%) User Experience
7 1 (0.75%) Reference Data
Operating Systems
1 21 (15.79%) Linux
2 9 (6.77%) Windows
3 6 (4.51%) Ubuntu
3 6 (4.51%) Unix
3 6 (4.51%) Windows Server
4 4 (3.01%) CentOS
4 4 (3.01%) Red Hat Enterprise Linux
5 1 (0.75%) Mac OS
Processes & Methodologies
1 88 (66.17%) Agile Software Development
2 55 (41.35%) DevOps
3 43 (32.33%) Scrum
4 38 (28.57%) Microservices
5 36 (27.07%) Software Engineering
6 26 (19.55%) MVC
7 25 (18.80%) Mentoring
8 23 (17.29%) TDD
9 16 (12.03%) Analytics
9 16 (12.03%) Configuration Management
9 16 (12.03%) Continuous Integration
10 15 (11.28%) Business Intelligence
11 14 (10.53%) Decision-Making
12 13 (9.77%) API Design
12 13 (9.77%) BDD
12 13 (9.77%) Deployment Automation
12 13 (9.77%) Problem-Solving
13 12 (9.02%) Continuous Delivery
13 12 (9.02%) Web Development
14 11 (8.27%) SDLC
Programming Languages
1 89 (66.92%) SQL
2 54 (40.60%) C#
3 53 (39.85%) JavaScript
4 41 (30.83%) Python
5 38 (28.57%) Java
6 16 (12.03%) PHP
7 11 (8.27%) PowerShell
8 10 (7.52%) TypeScript
9 9 (6.77%) Go
9 9 (6.77%) Ruby
10 6 (4.51%) Bash Shell
10 6 (4.51%) C
10 6 (4.51%) C++
11 3 (2.26%) Scala
12 2 (1.50%) Haskell
12 2 (1.50%) R
13 1 (0.75%) T-SQL
Qualifications
1 20 (15.04%) Degree
2 5 (3.76%) Security Cleared
3 4 (3.01%) AWS Certification
3 4 (3.01%) SC Cleared
4 3 (2.26%) Computer Science Degree
4 3 (2.26%) RHCE
4 3 (2.26%) RHCSA
5 2 (1.50%) Master's Degree
Quality Assurance & Compliance
1 16 (12.03%) QA
2 6 (4.51%) Data Quality
3 5 (3.76%) PCI DSS
4 4 (3.01%) GDPR
5 1 (0.75%) ISO 20022
5 1 (0.75%) PMO
System Software
1 38 (28.57%) Docker
Systems Management
1 29 (21.80%) Kubernetes
2 24 (18.05%) Terraform
3 15 (11.28%) Ansible
4 10 (7.52%) Prometheus
5 6 (4.51%) Opscode Chef
5 6 (4.51%) Zipkin
6 5 (3.76%) Docker Swarm
7 4 (3.01%) Consul
7 4 (3.01%) Grafana
7 4 (3.01%) Graphite
7 4 (3.01%) Packer
7 4 (3.01%) Puppet
8 2 (1.50%) Cobbler
9 1 (0.75%) MIIS
9 1 (0.75%) Single Sign-On
Vendors
1 18 (13.53%) Microsoft
2 17 (12.78%) Google
3 13 (9.77%) Oracle
4 8 (6.02%) Red Hat
5 6 (4.51%) SaltStack
6 4 (3.01%) Databricks
7 2 (1.50%) Atlassian
8 1 (0.75%) Informatica
8 1 (0.75%) SAP