Period
to 23 January 2022

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 23 January 2022 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 92 78 113
Rank change year-on-year -14 +35 -37
Permanent jobs citing NoSQL 194 156 257
As % of all permanent jobs advertised in the City of London 3.16% 3.63% 2.80%
As % of the Database & Business Intelligence category 11.16% 11.94% 10.26%
Number of salaries quoted 173 128 227
10th Percentile £56,250 £55,125 £50,000
25th Percentile £66,250 £57,500 £56,250
Median annual salary (50th Percentile) £85,000 £70,000 £72,500
Median % change year-on-year +21.43% -3.45% +6.62%
75th Percentile £103,750 £87,500 £84,375
90th Percentile £110,000 £92,500 £115,000
Central London median annual salary £80,000 £72,500 £72,500
% change year-on-year +10.34% - +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 1,738 1,306 2,504
As % of all permanent IT jobs advertised in the City of London 28.33% 30.36% 27.32%
Number of salaries quoted 1,552 1,109 2,214
10th Percentile £45,125 £45,000 £42,000
25th Percentile £56,250 £56,250 £52,500
Median annual salary (50th Percentile) £72,500 £72,500 £67,500
Median % change year-on-year - +7.41% +3.85%
75th Percentile £92,500 £87,500 £83,750
90th Percentile £108,750 £103,750 £102,500
Central London median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +3.85%

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 23 January 2022.

Salary histogram for NoSQL in the City of London

For the 6 months to 23 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 City of London region with a requirement for NoSQL.

1 103 (53.09%) SQL
2 100 (51.55%) Azure
3 98 (50.52%) AWS
4 93 (47.94%) Python
5 85 (43.81%) Finance
6 84 (43.30%) Microservices
7 80 (41.24%) Java
8 77 (39.69%) Agile Software Development
9 69 (35.57%) GCP
10 63 (32.47%) Docker
11 60 (30.93%) Kubernetes
12 55 (28.35%) Relational Database
12 55 (28.35%) CI/CD
13 52 (26.80%) DevOps
14 51 (26.29%) Degree
15 49 (25.26%) PostgreSQL
16 48 (24.74%) C#
17 44 (22.68%) MongoDB
17 44 (22.68%) Serverless
18 43 (22.16%) Event-Driven
18 43 (22.16%) SQL Server
18 43 (22.16%) Software Engineering
19 42 (21.65%) Analytics
20 41 (21.13%) Oracle
21 39 (20.10%) QA
21 39 (20.10%) Social Skills
22 38 (19.59%) Node.js
23 37 (19.07%) Amazon DynamoDB
23 37 (19.07%) Master's Degree
23 37 (19.07%) Test Automation

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 28 (14.43%) Apache Spark
2 27 (13.92%) Confluence
3 11 (5.67%) SAS
4 6 (3.09%) nginx
5 4 (2.06%) Apache
5 4 (2.06%) Apache Airflow
5 4 (2.06%) Apache Solr
5 4 (2.06%) Appian
5 4 (2.06%) SugarCRM
6 3 (1.55%) OpenStack
7 2 (1.03%) Drupal
7 2 (1.03%) Elasticsearch
8 1 (0.52%) Apache Pig
8 1 (0.52%) Ethereum
8 1 (0.52%) Jetty
Applications
1 9 (4.64%) MS Visio
Business Applications
1 1 (0.52%) IBM Planning Analytics
Cloud Services
1 100 (51.55%) Azure
2 98 (50.52%) AWS
3 69 (35.57%) GCP
4 44 (22.68%) Serverless
5 31 (15.98%) Snowflake
6 12 (6.19%) SaaS
7 10 (5.15%) Amazon S3
8 9 (4.64%) AWS Lambda
8 9 (4.64%) Lucidchart
8 9 (4.64%) Matillion
9 8 (4.12%) Amazon EMR
9 8 (4.12%) Amazon SQS
9 8 (4.12%) AWS CloudFormation
9 8 (4.12%) AWS Step Functions
9 8 (4.12%) Power Platform
10 6 (3.09%) Amazon SageMaker
10 6 (3.09%) Azure Data Factory
10 6 (3.09%) Azure Machine Learning
10 6 (3.09%) dbt
11 5 (2.58%) Azure Cosmos DB
Communications & Networking
1 3 (1.55%) DHCP
1 3 (1.55%) DNS
2 2 (1.03%) Firewall
2 2 (1.03%) HTTP
3 1 (0.52%) Internet
Database & Business Intelligence
1 55 (28.35%) Relational Database
2 49 (25.26%) PostgreSQL
3 44 (22.68%) MongoDB
4 43 (22.16%) SQL Server
5 37 (19.07%) Amazon DynamoDB
6 36 (18.56%) MySQL
7 35 (18.04%) Big Data
8 32 (16.49%) Hadoop
9 25 (12.89%) Data Warehouse
10 24 (12.37%) Amazon Redshift
11 17 (8.76%) RDBMS
12 16 (8.25%) Metadata
12 16 (8.25%) OLTP
13 15 (7.73%) Apache Cassandra
13 15 (7.73%) Data Lake
14 12 (6.19%) Amazon Aurora
15 11 (5.67%) BigQuery
16 10 (5.15%) SAS Enterprise Guide
17 8 (4.12%) Power BI
18 7 (3.61%) Amazon RDS
Development Applications
1 30 (15.46%) JIRA
2 29 (14.95%) Jenkins
3 27 (13.92%) SonarQube
4 22 (11.34%) Atlassian Bamboo
5 14 (7.22%) Git (software)
6 12 (6.19%) ER Studio
6 12 (6.19%) ERwin
6 12 (6.19%) PowerDesigner
7 8 (4.12%) Subversion
8 7 (3.61%) Cypress.io
9 5 (2.58%) Bitbucket
9 5 (2.58%) Maven
9 5 (2.58%) TeamCity
10 4 (2.06%) Gradle
10 4 (2.06%) Postman
11 3 (1.55%) NUnit
11 3 (1.55%) REST Assured
11 3 (1.55%) TestCafe
12 2 (1.03%) Selenium
12 2 (1.03%) Toad
General
1 85 (43.81%) Finance
2 39 (20.10%) Social Skills
3 21 (10.82%) Presentation Skills
4 20 (10.31%) Influencing Skills
5 15 (7.73%) Advertising
5 15 (7.73%) Analytical Skills
6 13 (6.70%) Front Office
7 11 (5.67%) Retail
8 10 (5.15%) Games
9 8 (4.12%) Electronics
9 8 (4.12%) Financial Institution
9 8 (4.12%) Law
10 4 (2.06%) Banking
10 4 (2.06%) Documentation Skills
11 2 (1.03%) Marketing
11 2 (1.03%) Organisational Skills
12 1 (0.52%) Inclusion and Diversity
12 1 (0.52%) Legal
12 1 (0.52%) Publishing
12 1 (0.52%) Retail Finance
Job Titles
1 61 (31.44%) Developer
2 29 (14.95%) Technical Leader
3 26 (13.40%) Data Engineer
4 18 (9.28%) .NET Developer
5 13 (6.70%) Architect
5 13 (6.70%) Java Developer
5 13 (6.70%) Lead Developer
5 13 (6.70%) Senior Developer
6 11 (5.67%) Azure Developer
7 10 (5.15%) Data Architect
8 8 (4.12%) Data Manager
8 8 (4.12%) Development Manager
9 7 (3.61%) Applications Developer
9 7 (3.61%) C# .NET Developer
9 7 (3.61%) C# Developer
9 7 (3.61%) Cloud Engineer
9 7 (3.61%) Data Modeller
9 7 (3.61%) Software Development Manager
9 7 (3.61%) Software Manager
10 6 (3.09%) .NET Web Applications Developer
Libraries, Frameworks & Software Standards
1 38 (19.59%) Node.js
2 31 (15.98%) RESTful
3 30 (15.46%) .NET
3 30 (15.46%) React
4 23 (11.86%) AngularJS
5 20 (10.31%) OAuth
6 19 (9.79%) OAuth2
6 19 (9.79%) OpenID
7 15 (7.73%) HTML
8 14 (7.22%) .NET Core
9 13 (6.70%) CSS
10 11 (5.67%) JSON
10 11 (5.67%) Kafka
11 10 (5.15%) REST
11 10 (5.15%) XML
12 8 (4.12%) Pandas
13 7 (3.61%) HTML5
13 7 (3.61%) jQuery
13 7 (3.61%) Spring
14 6 (3.09%) Web Services
Miscellaneous
1 17 (8.76%) Enterprise Software
2 7 (3.61%) Self-Motivation
3 5 (2.58%) Replication
4 4 (2.06%) Cloud Native
4 4 (2.06%) User Experience
5 3 (1.55%) Algorithms
5 3 (1.55%) Video\Live Streaming
6 2 (1.03%) Data Structures
6 2 (1.03%) Greenfield Project
6 2 (1.03%) Private Cloud
7 1 (0.52%) Analytical Mindset
7 1 (0.52%) Augmented Reality
7 1 (0.52%) Equities
7 1 (0.52%) Mobile App
7 1 (0.52%) Over-the-Top Content
7 1 (0.52%) Public Cloud
7 1 (0.52%) Reinsurance
Operating Systems
1 13 (6.70%) Linux
2 8 (4.12%) Windows
3 5 (2.58%) Unix
4 3 (1.55%) Android
4 3 (1.55%) Apple iOS
4 3 (1.55%) Red Hat Enterprise Linux
4 3 (1.55%) Ubuntu
4 3 (1.55%) Windows Server
5 2 (1.03%) CentOS
Processes & Methodologies
1 84 (43.30%) Microservices
2 77 (39.69%) Agile Software Development
3 55 (28.35%) CI/CD
4 52 (26.80%) DevOps
5 43 (22.16%) Event-Driven
5 43 (22.16%) Software Engineering
6 42 (21.65%) Analytics
7 37 (19.07%) Test Automation
8 34 (17.53%) Event-Driven Architecture
8 34 (17.53%) Full Stack Development
9 33 (17.01%) Continuous Integration
9 33 (17.01%) Data Science
10 32 (16.49%) Data Privacy
10 32 (16.49%) Process Management
11 29 (14.95%) ETL
11 29 (14.95%) Technical Leadership
12 28 (14.43%) Data Modelling
12 28 (14.43%) Data Pipeline
12 28 (14.43%) UML
12 28 (14.43%) Validation
Programming Languages
1 103 (53.09%) SQL
2 93 (47.94%) Python
3 80 (41.24%) Java
4 48 (24.74%) C#
5 27 (13.92%) JavaScript
6 22 (11.34%) C++
7 16 (8.25%) Scala
8 13 (6.70%) TypeScript
9 10 (5.15%) PHP
9 10 (5.15%) PowerShell
10 7 (3.61%) C
11 5 (2.58%) R
12 4 (2.06%) Go
13 3 (1.55%) Bash
13 3 (1.55%) ES6
13 3 (1.55%) Java 8
13 3 (1.55%) Kotlin
14 2 (1.03%) T-SQL
15 1 (0.52%) Shell Script
15 1 (0.52%) VB
Qualifications
1 51 (26.29%) Degree
2 37 (19.07%) Master's Degree
3 16 (8.25%) Computer Science Degree
4 5 (2.58%) PhD
5 4 (2.06%) CCNA
5 4 (2.06%) Cisco Certification
6 3 (1.55%) MCSE
6 3 (1.55%) Microsoft Certification
6 3 (1.55%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 39 (20.10%) QA
2 24 (12.37%) GDPR
3 19 (9.79%) Data Quality
4 2 (1.03%) GRC
4 2 (1.03%) ISO/IEC 27001
4 2 (1.03%) SLA
5 1 (0.52%) Accessibility
5 1 (0.52%) NIST
5 1 (0.52%) Sarbanes-Oxley
System Software
1 63 (32.47%) Docker
2 5 (2.58%) Apache ZooKeeper
2 5 (2.58%) VMware Infrastructure
3 3 (1.55%) Active Directory
4 1 (0.52%) HDFS
4 1 (0.52%) ISA Server
4 1 (0.52%) VirtualBox
Systems Management
1 60 (30.93%) Kubernetes
2 12 (6.19%) Ansible
3 6 (3.09%) Puppet
4 5 (2.58%) Terraform
5 3 (1.55%) Rundeck
6 2 (1.03%) HAProxy
7 1 (0.52%) Docker Swarm
7 1 (0.52%) Grafana
7 1 (0.52%) Opscode Chef
7 1 (0.52%) Prometheus
Vendors
1 41 (21.13%) Oracle
2 14 (7.22%) Databricks
3 12 (6.19%) Talend
4 8 (4.12%) Google
5 7 (3.61%) Informatica
6 6 (3.09%) Cloudera
6 6 (3.09%) Hortonworks
6 6 (3.09%) Microsoft
7 5 (2.58%) Salesforce.com
7 5 (2.58%) VMware
8 4 (2.06%) Alteryx
9 3 (1.55%) Percona
9 3 (1.55%) Perforce
10 2 (1.03%) F5
10 2 (1.03%) IBM
10 2 (1.03%) MuleSoft
10 2 (1.03%) Splunk
10 2 (1.03%) Sybase
11 1 (0.52%) Cognos
11 1 (0.52%) Palantir