Period
to 18 January 2022

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 18 January 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > East of England
6 months to
18 Jan 2022
Same period 2021 Same period 2020
Rank 161 87 162
Rank change year-on-year -74 +75 -6
Permanent jobs citing NoSQL 83 65 103
As % of all permanent jobs advertised in the East of England 1.43% 2.75% 1.68%
As % of the Database & Business Intelligence category 7.34% 11.67% 6.42%
Number of salaries quoted 35 53 92
10th Percentile £38,750 £33,000 £42,500
25th Percentile £47,500 £42,500 £47,500
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% +15.00%
75th Percentile £66,250 £67,500 £70,313
90th Percentile £74,000 £85,000 £78,625
England median annual salary £70,000 £60,000 £62,352
% change year-on-year +16.67% -3.77% +3.92%

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 East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 1,131 557 1,605
As % of all permanent IT jobs advertised in the East of England 19.50% 23.58% 26.15%
Number of salaries quoted 621 429 1,290
10th Percentile £31,250 £30,000 £28,750
25th Percentile £39,000 £36,250 £37,000
Median annual salary (50th Percentile) £50,000 £49,500 £47,500
Median % change year-on-year +1.01% +4.21% -
75th Percentile £65,000 £62,500 £61,250
90th Percentile £73,750 £73,750 £73,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

NoSQL
Job Vacancy Trend in the East of England

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

Job vacancy trend for NoSQL in the East of England

NoSQL
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing NoSQL in the East of England.

Salary trend for NoSQL in the East of England

NoSQL
Salary Histogram in the East of England

Salary distribution for jobs citing NoSQL in the East of England over the 6 months to 18 January 2022.

Salary histogram for NoSQL in the East of England

NoSQL
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the East of England region over the 6 months to 18 January 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
Job
Vacancies
Cambridgeshire -41 42 £56,250 -6.25% 11
Hertfordshire -76 26 £62,500 +13.64% 10
Essex -14 9 £70,000 +133.33%
Norfolk -16 4 - - 1
Bedfordshire -20 1 - - 2
Suffolk - 1 - - 4
NoSQL
England

For the 6 months to 18 January 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 East of England region with a requirement for NoSQL.

1 51 (61.45%) SQL
2 41 (49.40%) Java
2 41 (49.40%) AWS
3 38 (45.78%) Agile Software Development
4 35 (42.17%) Software Engineering
4 35 (42.17%) Python
5 32 (38.55%) Kafka
6 31 (37.35%) Data Science
7 30 (36.14%) DevOps
8 29 (34.94%) Analytics
8 29 (34.94%) Social Skills
9 25 (30.12%) Docker
9 25 (30.12%) React
10 23 (27.71%) Microservices
10 23 (27.71%) Apache Cassandra
11 22 (26.51%) Azure
11 22 (26.51%) Kubernetes
12 20 (24.10%) JSON
13 19 (22.89%) Amazon DynamoDB
13 19 (22.89%) MongoDB
14 18 (21.69%) ETL
14 18 (21.69%) MySQL
15 17 (20.48%) RabbitMQ
15 17 (20.48%) Machine Learning
15 17 (20.48%) RESTful
16 16 (19.28%) Finance
17 15 (18.07%) Migration
17 15 (18.07%) TDD
17 15 (18.07%) JavaScript
17 15 (18.07%) C#

NoSQL
Co-occurring IT Skills in the East of England 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 14 (16.87%) Elasticsearch
2 13 (15.66%) Apache
3 11 (13.25%) Apache Solr
4 9 (10.84%) Apache Spark
5 3 (3.61%) CMS
5 3 (3.61%) WordPress
6 2 (2.41%) Apache Synapse
6 2 (2.41%) Tomcat
7 1 (1.20%) Confluence
7 1 (1.20%) JBoss
7 1 (1.20%) OpenStack
7 1 (1.20%) Traefik
7 1 (1.20%) WebLogic
Cloud Services
1 41 (49.40%) AWS
2 22 (26.51%) Azure
3 12 (14.46%) Serverless
4 10 (12.05%) Azure Data Factory
5 9 (10.84%) Power Platform
6 8 (9.64%) AWS CloudFormation
7 6 (7.23%) AWS Lambda
7 6 (7.23%) Azure Cosmos DB
7 6 (7.23%) GCP
7 6 (7.23%) Microsoft 365
8 5 (6.02%) Azure Functions
8 5 (6.02%) Azure Service Bus
9 4 (4.82%) PaaS
10 3 (3.61%) Azure Stack
10 3 (3.61%) Azure Storage
10 3 (3.61%) Cloud Computing
10 3 (3.61%) Firebase
10 3 (3.61%) Rackspace Cloud
11 2 (2.41%) Azure Key Vault
11 2 (2.41%) Azure Synapse Analytics
Communications & Networking
1 2 (2.41%) DSL
2 1 (1.20%) DNS
2 1 (1.20%) Firewall
2 1 (1.20%) HTTP
Database & Business Intelligence
1 23 (27.71%) Apache Cassandra
2 19 (22.89%) Amazon DynamoDB
2 19 (22.89%) MongoDB
3 18 (21.69%) MySQL
4 14 (16.87%) Amazon RDS
5 13 (15.66%) PostgreSQL
6 12 (14.46%) Big Data
7 9 (10.84%) Amazon Redshift
7 9 (10.84%) Hadoop
7 9 (10.84%) Power BI
8 8 (9.64%) Data Lake
9 7 (8.43%) Relational Database
9 7 (8.43%) SQL Server
10 6 (7.23%) Amazon Aurora
10 6 (7.23%) ClickHouse
10 6 (7.23%) HDInsight
10 6 (7.23%) SQL Server Integration Services
11 5 (6.02%) Redis
12 3 (3.61%) Data Warehouse
12 3 (3.61%) RDBMS
Development Applications
1 12 (14.46%) Jenkins
2 4 (4.82%) JIRA
3 3 (3.61%) Git (software)
3 3 (3.61%) Visual Studio
4 2 (2.41%) Maven
4 2 (2.41%) Sonatype Nexus
5 1 (1.20%) Eclipse
5 1 (1.20%) GitLab
5 1 (1.20%) Postman
5 1 (1.20%) SoapUI
5 1 (1.20%) SQL Server Management Studio (SSMS)
General
1 29 (34.94%) Social Skills
2 16 (19.28%) Finance
3 11 (13.25%) Public Sector
4 6 (7.23%) Games
4 6 (7.23%) Influencing Skills
4 6 (7.23%) Manufacturing
5 4 (4.82%) Analytical Skills
5 4 (4.82%) Electronics
5 4 (4.82%) Inclusion and Diversity
6 3 (3.61%) Marketing
7 2 (2.41%) Aerospace
7 2 (2.41%) Law
8 1 (1.20%) Digital Economy
8 1 (1.20%) Documentation Skills
8 1 (1.20%) Legal
8 1 (1.20%) Pharmaceutical
8 1 (1.20%) Presentation Skills
8 1 (1.20%) Retail
Job Titles
1 25 (30.12%) Software Engineer
2 21 (25.30%) Data Engineer
3 19 (22.89%) Developer
4 17 (20.48%) Java Engineer
5 16 (19.28%) Java Software Engineer
6 6 (7.23%) Big Data Engineer
6 6 (7.23%) Cybersecurity Engineer
6 6 (7.23%) Security Engineer
7 5 (6.02%) Full Stack Developer
8 3 (3.61%) Cloud Developer
8 3 (3.61%) CMS Developer
8 3 (3.61%) Database Developer
8 3 (3.61%) DevOps Engineer
8 3 (3.61%) Java Developer
8 3 (3.61%) PHP Developer
9 2 (2.41%) C++ Software Engineer
9 2 (2.41%) Cybersecurity Specialist
9 2 (2.41%) Graduate Software Engineer
9 2 (2.41%) Senior DevOps Engineer
9 2 (2.41%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 32 (38.55%) Kafka
2 25 (30.12%) React
3 20 (24.10%) JSON
4 17 (20.48%) RabbitMQ
4 17 (20.48%) RESTful
5 12 (14.46%) Node.js
5 12 (14.46%) Spring
6 11 (13.25%) ActiveMQ
7 7 (8.43%) GraphQL
7 7 (8.43%) Shiny
7 7 (8.43%) Spring Boot
8 6 (7.23%) .NET
8 6 (7.23%) Apache Flex
9 4 (4.82%) REST
9 4 (4.82%) Vue.js
9 4 (4.82%) Web Services
9 4 (4.82%) XML
10 3 (3.61%) Laravel
10 3 (3.61%) OAuth
10 3 (3.61%) OAuth2
Miscellaneous
1 6 (7.23%) Public Cloud
1 6 (7.23%) Renewable Energy
1 6 (7.23%) Social Media
2 5 (6.02%) Mobile App
3 2 (2.41%) Analytical Mindset
3 2 (2.41%) Blog
3 2 (2.41%) Tandem
4 1 (1.20%) Algorithms
4 1 (1.20%) Cloud Native
4 1 (1.20%) Clustering
4 1 (1.20%) Data Centre
4 1 (1.20%) Greenfield Project
4 1 (1.20%) Hedge funds
4 1 (1.20%) Life Science
4 1 (1.20%) Self-Motivation
Operating Systems
1 11 (13.25%) Linux
2 4 (4.82%) Android
2 4 (4.82%) Apple iOS
2 4 (4.82%) Windows
3 3 (3.61%) CentOS
3 3 (3.61%) Red Hat Enterprise Linux
3 3 (3.61%) Ubuntu
3 3 (3.61%) VMS
4 2 (2.41%) AIX
4 2 (2.41%) Solaris
4 2 (2.41%) Windows Server
Processes & Methodologies
1 38 (45.78%) Agile Software Development
2 35 (42.17%) Software Engineering
3 31 (37.35%) Data Science
4 30 (36.14%) DevOps
5 29 (34.94%) Analytics
6 23 (27.71%) Microservices
7 18 (21.69%) ETL
8 17 (20.48%) Machine Learning
9 15 (18.07%) Business Intelligence
9 15 (18.07%) Continuous Integration
9 15 (18.07%) Data Modelling
9 15 (18.07%) Migration
9 15 (18.07%) TDD
9 15 (18.07%) Test Automation
10 13 (15.66%) API Integration
11 12 (14.46%) Continuous Delivery
11 12 (14.46%) Full Stack Development
12 11 (13.25%) Data Migration
12 11 (13.25%) Information Security
13 10 (12.05%) Event-Driven
Programming Languages
1 51 (61.45%) SQL
2 41 (49.40%) Java
3 35 (42.17%) Python
4 15 (18.07%) C#
4 15 (18.07%) JavaScript
5 11 (13.25%) PowerShell
6 10 (12.05%) TypeScript
7 7 (8.43%) PHP
7 7 (8.43%) R
8 3 (3.61%) Bash
8 3 (3.61%) C++
9 2 (2.41%) Go
9 2 (2.41%) Groovy
9 2 (2.41%) Jython
9 2 (2.41%) PL/SQL
9 2 (2.41%) Shell Script
9 2 (2.41%) T-SQL
10 1 (1.20%) Julia
10 1 (1.20%) Ruby
10 1 (1.20%) Scala
Qualifications
1 11 (13.25%) SC Cleared
1 11 (13.25%) Security Cleared
2 7 (8.43%) Degree
3 3 (3.61%) Computer Science Degree
4 2 (2.41%) Master's Degree
4 2 (2.41%) OCP
4 2 (2.41%) Oracle Certification
4 2 (2.41%) PhD
Quality Assurance & Compliance
1 14 (16.87%) QA
2 1 (1.20%) Data Quality
System Software
1 25 (30.12%) Docker
2 6 (7.23%) Apache ZooKeeper
3 3 (3.61%) Virtual Machines
4 1 (1.20%) Shibboleth
4 1 (1.20%) VMware Infrastructure
Systems Management
1 22 (26.51%) Kubernetes
2 12 (14.46%) Terraform
3 11 (13.25%) Kibana
4 7 (8.43%) Mesos
5 4 (4.82%) Ansible
5 4 (4.82%) Puppet
6 3 (3.61%) Docker Swarm
7 2 (2.41%) Consul
7 2 (2.41%) HP Fortify
7 2 (2.41%) Nagios
7 2 (2.41%) Opscode Chef
7 2 (2.41%) Prometheus
8 1 (1.20%) Cobbler
8 1 (1.20%) Galera Cluster
8 1 (1.20%) Grafana
8 1 (1.20%) HAProxy
8 1 (1.20%) Packer
Vendors
1 8 (9.64%) Databricks
1 8 (9.64%) Microsoft
2 6 (7.23%) Facebook
2 6 (7.23%) Oracle
2 6 (7.23%) Palantir
3 3 (3.61%) Google
3 3 (3.61%) Rackspace
3 3 (3.61%) Splunk
3 3 (3.61%) VMware
4 2 (2.41%) Atlassian
4 2 (2.41%) Black Duck
4 2 (2.41%) Checkmarx
4 2 (2.41%) NVIDIA
4 2 (2.41%) Red Hat
4 2 (2.41%) ServiceNow
4 2 (2.41%) Veracode
5 1 (1.20%) RedGate
5 1 (1.20%) Xamarin