Period
to

The following table provides summary statistics for permanent job vacancies advertised in the 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 16 May 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > Midlands
6 months to
16 May 2022
Same period 2021 Same period 2020
Rank 153 143 182
Rank change year-on-year -10 +39 +10
Permanent jobs citing NoSQL 236 138 100
As % of all permanent jobs advertised in the Midlands 2.16% 1.74% 1.32%
As % of the Database & Business Intelligence category 9.92% 7.08% 5.05%
Number of salaries quoted 143 112 88
10th Percentile £40,399 £38,750 £39,625
25th Percentile £46,250 £42,500 £47,500
Median annual salary (50th Percentile) £57,500 £57,500 £60,000
Median % change year-on-year - -4.17% +20.00%
75th Percentile £73,750 £75,000 £70,000
90th Percentile £84,594 £83,750 £76,625
England median annual salary £70,000 £62,500 £62,500
% change year-on-year +12.00% - -

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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 2,378 1,950 1,981
As % of all permanent IT jobs advertised in the Midlands 21.75% 24.55% 26.05%
Number of salaries quoted 1,651 1,638 1,725
10th Percentile £31,250 £28,750 £28,500
25th Percentile £39,836 £34,500 £36,250
Median annual salary (50th Percentile) £51,000 £45,000 £45,000
Median % change year-on-year +13.33% - +7.14%
75th Percentile £65,000 £58,750 £57,500
90th Percentile £78,750 £72,500 £70,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

NoSQL
Job Vacancy Trend in the Midlands

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

Job vacancy trend for NoSQL in the Midlands

NoSQL
Salary Trend in the Midlands

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

Salary trend for NoSQL in the Midlands

NoSQL
Salary Histogram in the Midlands

Salary distribution for jobs citing NoSQL in the Midlands over the 6 months to 16 May 2022.

Salary histogram for NoSQL in the Midlands

NoSQL
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Midlands region over the 6 months to 16 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
West Midlands -15 149 £64,770 +7.95% 24
East Midlands +5 87 £56,250 +7.14% 9
NoSQL
England

For the 6 months to 16 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 Midlands region with a requirement for NoSQL.

1 155 (65.68%) Agile
2 124 (52.54%) SQL
3 106 (44.92%) Azure
4 102 (43.22%) AWS
5 92 (38.98%) Microservices
6 91 (38.56%) Docker
6 91 (38.56%) Java
7 90 (38.14%) JavaScript
8 77 (32.63%) Git (software)
9 75 (31.78%) RESTful
9 75 (31.78%) Python
10 72 (30.51%) React
11 71 (30.08%) Software Engineering
12 69 (29.24%) DevOps
12 69 (29.24%) CI/CD
13 65 (27.54%) Test Automation
14 63 (26.69%) .NET
15 60 (25.42%) MongoDB
16 59 (25.00%) Microsoft
16 59 (25.00%) Scrum
17 58 (24.58%) SQL Server
18 56 (23.73%) MVC
19 55 (23.31%) C#
19 55 (23.31%) Kubernetes
20 54 (22.88%) HTML
21 53 (22.46%) AngularJS
22 52 (22.03%) TDD
22 52 (22.03%) JIRA
23 51 (21.61%) Problem-Solving
24 43 (18.22%) Finance

NoSQL
Co-occurring IT Skills in the 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 30 (12.71%) Elasticsearch
2 22 (9.32%) Confluence
3 15 (6.36%) GlassFish
3 15 (6.36%) JBoss
3 15 (6.36%) WebSphere
4 13 (5.51%) Apache Spark
5 11 (4.66%) Apache Airflow
6 7 (2.97%) Apache
6 7 (2.97%) IIS
7 5 (2.12%) CMS
7 5 (2.12%) Tomcat
8 4 (1.69%) OpenStack
9 1 (0.42%) Adobe Experience Manager
Applications
1 2 (0.85%) FileZilla
Business Applications
1 7 (2.97%) Payment Gateway
2 3 (1.27%) Dynamics CRM
3 2 (0.85%) SAP Oil and Gas
4 1 (0.42%) Oracle BPM
Cloud Services
1 106 (44.92%) Azure
2 102 (43.22%) AWS
3 36 (15.25%) Serverless
4 24 (10.17%) Power Platform
5 22 (9.32%) AWS Lambda
6 20 (8.47%) GCP
7 17 (7.20%) Amazon S3
8 16 (6.78%) PaaS
9 14 (5.93%) SaaS
10 12 (5.08%) Azure Cosmos DB
10 12 (5.08%) Snowflake
11 10 (4.24%) Amazon EC2
11 10 (4.24%) Amazon ECS
11 10 (4.24%) Amazon EKS
11 10 (4.24%) AWS CloudFormation
11 10 (4.24%) Matillion
11 10 (4.24%) OpenShift
12 8 (3.39%) Azure Data Lake Analytics
12 8 (3.39%) Azure Functions
12 8 (3.39%) IaaS
Communications & Networking
1 23 (9.75%) DNS
2 14 (5.93%) Internet
3 13 (5.51%) HTTP
4 10 (4.24%) DKIM
4 10 (4.24%) DMARC
4 10 (4.24%) FTP
5 7 (2.97%) SMTP
6 6 (2.54%) Firewall
7 5 (2.12%) SD-WAN
8 4 (1.69%) 5G
8 4 (1.69%) TCP/IP
8 4 (1.69%) WAN
9 3 (1.27%) AMQP
9 3 (1.27%) SSH
9 3 (1.27%) SSL
10 1 (0.42%) DHCP
10 1 (0.42%) MPLS
10 1 (0.42%) NAS
10 1 (0.42%) NetScaler
10 1 (0.42%) SAN
Database & Business Intelligence
1 60 (25.42%) MongoDB
2 58 (24.58%) SQL Server
3 41 (17.37%) MySQL
3 41 (17.37%) Relational Database
4 31 (13.14%) PostgreSQL
5 26 (11.02%) Data Lake
5 26 (11.02%) Data Warehouse
6 24 (10.17%) Power BI
7 23 (9.75%) Redis
8 15 (6.36%) Tableau
9 13 (5.51%) Apache Cassandra
9 13 (5.51%) Looker
9 13 (5.51%) RDBMS
10 12 (5.08%) Amazon RDS
10 12 (5.08%) Big Data
10 12 (5.08%) BigQuery
11 11 (4.66%) SQL Server Integration Services
12 10 (4.24%) Oracle Database
13 9 (3.81%) Amazon DynamoDB
13 9 (3.81%) Hadoop
Development Applications
1 77 (32.63%) Git (software)
2 52 (22.03%) JIRA
3 23 (9.75%) JUnit
4 22 (9.32%) Jenkins
5 15 (6.36%) Mockito
6 13 (5.51%) Selenium
7 10 (4.24%) Ant
8 9 (3.81%) Maven
8 9 (3.81%) Subversion
9 8 (3.39%) Cucumber
10 7 (2.97%) Bitbucket
10 7 (2.97%) Gradle
11 6 (2.54%) Cypress.io
11 6 (2.54%) GitLab
11 6 (2.54%) Moq
11 6 (2.54%) Octopus Deploy
11 6 (2.54%) PHPUnit
11 6 (2.54%) Team Foundation Server
11 6 (2.54%) Visual Studio
12 5 (2.12%) Postman
General
1 43 (18.22%) Finance
2 38 (16.10%) Social Skills
3 31 (13.14%) Analytical Skills
4 21 (8.90%) Marketing
5 14 (5.93%) Inclusion and Diversity
6 13 (5.51%) Banking
6 13 (5.51%) Documentation Skills
6 13 (5.51%) Investment Banking
7 12 (5.08%) Manufacturing
7 12 (5.08%) Retail
8 8 (3.39%) Automotive
9 6 (2.54%) Law
9 6 (2.54%) Presentation Skills
10 4 (1.69%) Aerospace
11 3 (1.27%) Organisational Skills
11 3 (1.27%) Public Sector
12 1 (0.42%) Advertising
12 1 (0.42%) Fire and Rescue
12 1 (0.42%) Legal
12 1 (0.42%) Police
Job Titles
1 79 (33.47%) Developer
2 35 (14.83%) Data Engineer
2 35 (14.83%) Senior Developer
3 30 (12.71%) Architect
3 30 (12.71%) Software Engineer
4 25 (10.59%) Solutions Architect
5 23 (9.75%) Java Developer
6 14 (5.93%) Senior Data Engineer
6 14 (5.93%) Senior Java Developer
6 14 (5.93%) Senior Software Engineer
7 13 (5.51%) .NET Developer
7 13 (5.51%) Java Engineer
8 12 (5.08%) Full Stack Developer
9 9 (3.81%) Data Architect
10 8 (3.39%) Analyst
10 8 (3.39%) PHP Developer
10 8 (3.39%) Senior DevOps
10 8 (3.39%) Senior Java Engineer
10 8 (3.39%) Software Developer
11 7 (2.97%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 75 (31.78%) RESTful
2 72 (30.51%) React
3 63 (26.69%) .NET
4 54 (22.88%) HTML
5 53 (22.46%) AngularJS
6 42 (17.80%) Spring
7 38 (16.10%) CSS
8 35 (14.83%) REST
9 34 (14.41%) Node.js
10 27 (11.44%) Kafka
11 24 (10.17%) Java EE
11 24 (10.17%) Web Services
12 23 (9.75%) JSON
13 22 (9.32%) Spring Boot
13 22 (9.32%) Twitter Bootstrap
14 20 (8.47%) HTML5
15 17 (7.20%) .NET Core
15 17 (7.20%) .NET Framework
15 17 (7.20%) ASP.NET
15 17 (7.20%) Spring Batch
Miscellaneous
1 25 (10.59%) Data Structures
2 19 (8.05%) Self-Motivation
3 18 (7.63%) Cloud Native
4 16 (6.78%) Algorithms
5 13 (5.51%) Cyberthreat
6 10 (4.24%) Mobile App
6 10 (4.24%) Social Media
7 9 (3.81%) Life Science
8 8 (3.39%) Legacy Systems
8 8 (3.39%) Private Cloud
9 7 (2.97%) Linux Command Line
10 6 (2.54%) Embedded Systems
10 6 (2.54%) Enterprise Software
10 6 (2.54%) Smartphone
11 5 (2.12%) Tandem
12 4 (1.69%) GNSS
12 4 (1.69%) Virtual Team
13 3 (1.27%) Greenfield Project
13 3 (1.27%) Legacy Applications
13 3 (1.27%) Taxonomies
Operating Systems
1 36 (15.25%) Linux
2 16 (6.78%) Unix
3 10 (4.24%) Android
4 8 (3.39%) Apple iOS
5 6 (2.54%) Windows
6 3 (1.27%) Windows Server
7 1 (0.42%) FreeBSD
7 1 (0.42%) Mac OS
7 1 (0.42%) Ubuntu
Processes & Methodologies
1 155 (65.68%) Agile
2 92 (38.98%) Microservices
3 71 (30.08%) Software Engineering
4 69 (29.24%) CI/CD
4 69 (29.24%) DevOps
5 65 (27.54%) Test Automation
6 59 (25.00%) Scrum
7 56 (23.73%) MVC
8 52 (22.03%) TDD
9 51 (21.61%) Problem-Solving
10 43 (18.22%) Analytics
11 41 (17.37%) Computer Science
12 39 (16.53%) Business Intelligence
13 37 (15.68%) Full Stack Development
14 36 (15.25%) Open Source
15 33 (13.98%) Continuous Integration
16 31 (13.14%) Data Modelling
16 31 (13.14%) Machine Learning
17 30 (12.71%) Domain-Driven Design
17 30 (12.71%) Mentoring
Programming Languages
1 124 (52.54%) SQL
2 91 (38.56%) Java
3 90 (38.14%) JavaScript
4 75 (31.78%) Python
5 55 (23.31%) C#
6 32 (13.56%) PowerShell
7 22 (9.32%) Ruby
8 18 (7.63%) PHP
9 16 (6.78%) Bash
10 12 (5.08%) T-SQL
11 9 (3.81%) Shell Script
12 8 (3.39%) TypeScript
13 7 (2.97%) Perl
14 6 (2.54%) C++
14 6 (2.54%) R
15 5 (2.12%) ES6
16 4 (1.69%) Go
16 4 (1.69%) PL/SQL
16 4 (1.69%) Scala
17 2 (0.85%) Kotlin
Qualifications
1 37 (15.68%) Degree
2 19 (8.05%) Computer Science Degree
3 5 (2.12%) Master's Degree
4 4 (1.69%) Security Cleared
5 2 (0.85%) DBS Check
5 2 (0.85%) SC Cleared
6 1 (0.42%) Cisco Certification
6 1 (0.42%) Microsoft Certification
Quality Assurance & Compliance
1 31 (13.14%) QA
2 14 (5.93%) Data Quality
3 5 (2.12%) Accessibility
4 3 (1.27%) GDPR
5 1 (0.42%) PCI DSS
5 1 (0.42%) PSD2
5 1 (0.42%) SLA
System Software
1 91 (38.56%) Docker
2 8 (3.39%) Virtual Machines
3 3 (1.27%) VMware Infrastructure
4 1 (0.42%) Hyper-V
Systems Management
1 55 (23.31%) Kubernetes
2 15 (6.36%) Opscode Chef
3 13 (5.51%) Terraform
4 11 (4.66%) Kibana
5 6 (2.54%) Ansible
6 5 (2.12%) ZABBIX
7 1 (0.42%) HAProxy
Vendors
1 59 (25.00%) Microsoft
2 21 (8.90%) Google
3 19 (8.05%) Oracle
4 13 (5.51%) Apple
5 8 (3.39%) Databricks
6 6 (2.54%) Xamarin
7 5 (2.12%) AppDynamics
7 5 (2.12%) New Relic
8 4 (1.69%) Rackspace
9 3 (1.27%) Palantir
9 3 (1.27%) Teradata
9 3 (1.27%) VMware
10 2 (0.85%) Adobe
10 2 (0.85%) DevExpress
10 2 (0.85%) Informatica
10 2 (0.85%) Salesforce Marketing Cloud
10 2 (0.85%) Salesforce.com
10 2 (0.85%) SAP
10 2 (0.85%) Splunk
10 2 (0.85%) Telerik