Period
to 25 July 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 25 July 2021 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
25 Jul 2021
Same period 2020 Same period 2019
Rank 70 92 80
Rank change year-on-year +22 -12 +17
Permanent jobs citing NoSQL 221 178 406
As % of all permanent jobs advertised in the City of London 3.96% 3.25% 3.95%
As % of the Database & Business Intelligence category 13.68% 13.56% 12.40%
Number of salaries quoted 195 166 386
10th Percentile £57,500 £36,250 £50,000
25th Percentile £65,000 £53,750 £58,750
Median annual salary (50th Percentile) £75,000 £72,500 £75,000
Median % change year-on-year +3.45% -3.33% +3.45%
75th Percentile £96,250 £91,250 £86,250
90th Percentile £113,250 £105,000 £101,250
Central London median annual salary £75,000 £72,500 £72,500
% change year-on-year +3.45% - +3.57%

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 City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 1,615 1,313 3,274
As % of all permanent IT jobs advertised in the City of London 28.92% 23.98% 31.85%
Number of salaries quoted 1,432 1,138 2,964
10th Percentile £45,000 £42,500 £42,500
25th Percentile £53,750 £52,500 £52,500
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +3.85%
75th Percentile £90,000 £85,000 £85,000
90th Percentile £108,700 £96,250 £98,750
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +4.00%

NoSQL
Job Vacancy Trend in the City of London

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

Job vacancy trend for NoSQL in the City of London

NoSQL
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing NoSQL in the City of London.

Salary trend for NoSQL in the City of London

NoSQL
Salary Histogram in the City of London

Salary distribution for jobs citing NoSQL in the City of London over the 6 months to 25 July 2021.

Salary histogram for NoSQL in the City of London

For the 6 months to 25 July 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 City of London region with a requirement for NoSQL.

1 132 (59.73%) AWS
2 131 (59.28%) Microservices
3 122 (55.20%) SQL
4 117 (52.94%) Agile Software Development
5 114 (51.58%) Kubernetes
6 113 (51.13%) Azure
6 113 (51.13%) Docker
6 113 (51.13%) Java
7 103 (46.61%) C#
7 103 (46.61%) Finance
8 100 (45.25%) DevOps
9 98 (44.34%) MongoDB
10 93 (42.08%) Software Engineering
11 87 (39.37%) Python
12 71 (32.13%) SQL Server
12 71 (32.13%) Node.js
13 67 (30.32%) QA
14 62 (28.05%) PostgreSQL
15 61 (27.60%) Relational Database
16 59 (26.70%) Jenkins
16 59 (26.70%) GCP
16 59 (26.70%) .NET
17 57 (25.79%) Degree
17 57 (25.79%) Serverless
18 56 (25.34%) Event-Driven
18 56 (25.34%) Test Automation
18 56 (25.34%) TDD
19 55 (24.89%) React
20 52 (23.53%) Amazon DynamoDB
20 52 (23.53%) JavaScript

NoSQL
Co-occurring IT Skills in the City of London 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 42 (19.00%) Apache Spark
2 27 (12.22%) Confluence
3 23 (10.41%) Elasticsearch
4 15 (6.79%) Apache
5 12 (5.43%) Apache Solr
6 11 (4.98%) CMS
6 11 (4.98%) Drupal
7 4 (1.81%) GlassFish
7 4 (1.81%) JBoss
7 4 (1.81%) OpenStack
7 4 (1.81%) WebSphere
8 2 (0.90%) IIS
8 2 (0.90%) nginx
8 2 (0.90%) SugarCRM
9 1 (0.45%) Apache Airflow
9 1 (0.45%) Apache Pig
9 1 (0.45%) Appian
9 1 (0.45%) SAS
Applications
1 3 (1.36%) MS Visio
2 1 (0.45%) Microsoft Excel
2 1 (0.45%) Weka
Business Applications
1 4 (1.81%) IBM Operational Decision Manager
Cloud Services
1 132 (59.73%) AWS
2 113 (51.13%) Azure
3 59 (26.70%) GCP
4 57 (25.79%) Serverless
5 19 (8.60%) SaaS
6 16 (7.24%) Azure App Service
6 16 (7.24%) Azure Event Grid
6 16 (7.24%) Azure Functions
6 16 (7.24%) Azure Service Bus
6 16 (7.24%) Azure Service Fabric
6 16 (7.24%) NuGet
7 14 (6.33%) Amazon EC2
8 10 (4.52%) GitHub
9 7 (3.17%) OpenShift
10 6 (2.71%) AWS Data Pipeline
10 6 (2.71%) IaaS
10 6 (2.71%) PaaS
11 5 (2.26%) Cloud Computing
11 5 (2.26%) Lucidchart
11 5 (2.26%) Power Platform
Communications & Networking
1 8 (3.62%) HTTP
2 4 (1.81%) AMQP
3 2 (0.90%) Firewall
4 1 (0.45%) DNS
4 1 (0.45%) Network Security
4 1 (0.45%) TCP/IP
Database & Business Intelligence
1 98 (44.34%) MongoDB
2 71 (32.13%) SQL Server
3 62 (28.05%) PostgreSQL
4 61 (27.60%) Relational Database
5 52 (23.53%) Amazon DynamoDB
6 48 (21.72%) Hadoop
7 45 (20.36%) Big Data
8 27 (12.22%) MySQL
9 26 (11.76%) Apache Cassandra
10 23 (10.41%) Data Lake
11 20 (9.05%) Amazon Redshift
12 19 (8.60%) Data Warehouse
13 18 (8.14%) Amazon RDS
13 18 (8.14%) Apache Hive
13 18 (8.14%) Azure SQL Database
14 15 (6.79%) Redis
15 10 (4.52%) SQL Server 2017
16 9 (4.07%) RDBMS
17 6 (2.71%) Spark SQL
18 5 (2.26%) Power BI
Development Applications
1 59 (26.70%) Jenkins
2 46 (20.81%) Atlassian Bamboo
3 40 (18.10%) Git (software)
4 39 (17.65%) JIRA
5 35 (15.84%) SonarQube
6 16 (7.24%) TeamCity
7 12 (5.43%) webpack
8 10 (4.52%) Octopus Deploy
9 8 (3.62%) Mockito
9 8 (3.62%) Team Foundation Server
10 7 (3.17%) JUnit
10 7 (3.17%) Postman
11 6 (2.71%) GitLab
11 6 (2.71%) Subversion
11 6 (2.71%) Visual Studio Coded UI
12 5 (2.26%) Artifactory
12 5 (2.26%) Bitbucket
12 5 (2.26%) Maven
12 5 (2.26%) Selenium
12 5 (2.26%) Sonatype Nexus
General
1 103 (46.61%) Finance
2 46 (20.81%) Social Skills
3 36 (16.29%) Presentation Skills
4 32 (14.48%) Influencing Skills
5 17 (7.69%) Retail
6 16 (7.24%) Games
7 10 (4.52%) Analytical Skills
8 8 (3.62%) Inclusion and Diversity
9 5 (2.26%) Advertising
9 5 (2.26%) Banking
9 5 (2.26%) Public Speaking
10 3 (1.36%) Front Office
11 2 (0.90%) Investment Banking
11 2 (0.90%) Marketing
12 1 (0.45%) Documentation Skills
12 1 (0.45%) Manufacturing
12 1 (0.45%) Organisational Skills
12 1 (0.45%) Public Sector
Job Titles
1 86 (38.91%) Developer
2 38 (17.19%) Java Developer
2 38 (17.19%) Technical Leader
3 27 (12.22%) Data Engineer
4 25 (11.31%) Senior Developer
5 24 (10.86%) C# Developer
6 19 (8.60%) Java Engineer
6 19 (8.60%) Software Engineer
7 15 (6.79%) .NET Developer
7 15 (6.79%) C# .NET Developer
8 14 (6.33%) AWS Engineer
8 14 (6.33%) Lead Developer
9 10 (4.52%) Architect
9 10 (4.52%) C# Software Engineer
9 10 (4.52%) Server Engineer
10 9 (4.07%) Automation Engineer
10 9 (4.07%) DevOps Engineer
10 9 (4.07%) Serverless Engineer
11 8 (3.62%) Big Data Engineer
11 8 (3.62%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 71 (32.13%) Node.js
2 59 (26.70%) .NET
3 55 (24.89%) React
4 40 (18.10%) .NET Core
5 38 (17.19%) Web Services
6 36 (16.29%) OAuth
7 34 (15.38%) AngularJS
7 34 (15.38%) HTML
8 33 (14.93%) Kafka
8 33 (14.93%) OAuth2
8 33 (14.93%) OpenID
9 31 (14.03%) RESTful
10 30 (13.57%) CSS
11 20 (9.05%) REST
11 20 (9.05%) Spring
12 18 (8.14%) Spring Boot
13 16 (7.24%) HTML5
14 13 (5.88%) .NET Framework
14 13 (5.88%) Express
14 13 (5.88%) React Native
Miscellaneous
1 16 (7.24%) Legacy Systems
1 16 (7.24%) Self-Motivation
2 15 (6.79%) Mobile App
3 13 (5.88%) User Experience
3 13 (5.88%) Video\Live Streaming
4 11 (4.98%) Cloud Native
5 9 (4.07%) Greenfield Project
5 9 (4.07%) Private Cloud
6 6 (2.71%) Management Information System
7 4 (1.81%) Blog
7 4 (1.81%) Social Media
8 3 (1.36%) Equities
9 2 (0.90%) Algorithms
9 2 (0.90%) Data Structures
9 2 (0.90%) Enterprise Software
10 1 (0.45%) Data Centre
10 1 (0.45%) Fixed Income
10 1 (0.45%) Hedge funds
10 1 (0.45%) Public Cloud
10 1 (0.45%) Reinsurance
Operating Systems
1 14 (6.33%) Linux
2 8 (3.62%) Android
2 8 (3.62%) Apple iOS
2 8 (3.62%) Windows
3 3 (1.36%) Red Hat Enterprise Linux
3 3 (1.36%) Unix
4 2 (0.90%) CentOS
Processes & Methodologies
1 131 (59.28%) Microservices
2 117 (52.94%) Agile Software Development
3 100 (45.25%) DevOps
4 93 (42.08%) Software Engineering
5 56 (25.34%) Event-Driven
5 56 (25.34%) TDD
5 56 (25.34%) Test Automation
6 45 (20.36%) Technical Leadership
7 44 (19.91%) UML
8 39 (17.65%) Enterprise Architecture
8 39 (17.65%) Event-Driven Architecture
9 36 (16.29%) OO
9 36 (16.29%) Process Management
10 35 (15.84%) Code Coverage
10 35 (15.84%) Data Privacy
10 35 (15.84%) Technical Architecture
11 34 (15.38%) Continuous Integration
12 33 (14.93%) Benchmarking
12 33 (14.93%) Data Protection
12 33 (14.93%) OWASP
Programming Languages
1 122 (55.20%) SQL
2 113 (51.13%) Java
3 103 (46.61%) C#
4 87 (39.37%) Python
5 52 (23.53%) JavaScript
6 33 (14.93%) C++
7 30 (13.57%) Kotlin
8 27 (12.22%) TypeScript
9 21 (9.50%) Java 8
10 20 (9.05%) Scala
11 17 (7.69%) PHP
12 16 (7.24%) ES6
13 9 (4.07%) Go
14 5 (2.26%) PowerShell
15 4 (1.81%) Bash Shell
16 3 (1.36%) Ruby
17 2 (0.90%) PL/SQL
18 1 (0.45%) C
18 1 (0.45%) MATLAB
18 1 (0.45%) T-SQL
Qualifications
1 57 (25.79%) Degree
2 39 (17.65%) Master's Degree
3 19 (8.60%) Computer Science Degree
4 5 (2.26%) SC Cleared
4 5 (2.26%) Security Cleared
5 2 (0.90%) PhD
6 1 (0.45%) AWS Certification
6 1 (0.45%) DV Cleared
6 1 (0.45%) PMI Certification
6 1 (0.45%) RHCE
6 1 (0.45%) RHCSA
Quality Assurance & Compliance
1 67 (30.32%) QA
2 36 (16.29%) GDPR
3 9 (4.07%) Data Quality
4 1 (0.45%) COBIT
System Software
1 113 (51.13%) Docker
2 7 (3.17%) Apache ZooKeeper
3 3 (1.36%) HDFS
3 3 (1.36%) VMware Infrastructure
4 1 (0.45%) ISA Server
4 1 (0.45%) VirtualBox
Systems Management
1 114 (51.58%) Kubernetes
2 15 (6.79%) Ansible
3 7 (3.17%) Terraform
4 5 (2.26%) Opscode Chef
4 5 (2.26%) Prometheus
4 5 (2.26%) Puppet
5 4 (1.81%) Grafana
6 2 (0.90%) Consul
6 2 (0.90%) Docker Swarm
7 1 (0.45%) Graphite
7 1 (0.45%) Marathon
7 1 (0.45%) Mesos
7 1 (0.45%) MIIS
7 1 (0.45%) Packer
7 1 (0.45%) Salt
7 1 (0.45%) ZABBIX
Vendors
1 48 (21.72%) Oracle
2 13 (5.88%) Talend
3 11 (4.98%) Microsoft
4 10 (4.52%) Charles River
4 10 (4.52%) Databricks
5 7 (3.17%) Google
6 6 (2.71%) IBM
7 5 (2.26%) Cloudera
8 4 (1.81%) VMware
9 3 (1.36%) Red Hat
10 2 (0.90%) Atlassian
10 2 (0.90%) Hortonworks
11 1 (0.45%) Alteryx
11 1 (0.45%) Informatica
11 1 (0.45%) MuleSoft
11 1 (0.45%) Splunk
11 1 (0.45%) Xamarin