Period
to 4 March 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 4 March 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
4 Mar 2021
Same period 2020 Same period 2019
Rank 79 88 71
Rank change year-on-year +9 -17 +8
Permanent jobs citing NoSQL 1,085 1,847 2,525
As % of all permanent jobs advertised in London 3.83% 3.65% 4.05%
As % of the Database & Business Intelligence category 13.29% 13.01% 13.57%
Number of salaries quoted 987 1,645 2,344
Median annual salary £70,000 £70,000 £70,000
10th Percentile £47,500 £44,250 £37,500
90th Percentile £95,000 £115,000 £100,000
England median annual salary £60,000 £61,000 £60,000
% change year-on-year -1.64% +1.67% +9.09%

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 8,165 14,194 18,602
As % of all permanent IT jobs advertised in London 28.79% 28.02% 29.80%
Number of salaries quoted 6,667 11,717 15,603
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £38,750 £37,500
90th Percentile £100,000 £105,000 £95,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

NoSQL
Job Vacancy Trend in London

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

Job vacancy trend for NoSQL in London

NoSQL
Salary Trend in London

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

Salary trend for NoSQL in London

NoSQL
Salary Histogram in London

Salary distribution for jobs citing NoSQL in London over the 6 months to 4 March 2021.

Salary histogram for NoSQL in London

NoSQL
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the London region over the 6 months to 4 March 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
Central London +25 202 £72,500 - 63
South London +23 31 £52,000 -30.67% 5
West London -1 26 £65,000 +4.00% 26
East London +3 6 £57,500 -17.86% 22
North London +26 1 £45,000 -24.69% 2
NoSQL
England

For the 6 months to 4 March 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 London region with a requirement for NoSQL.

1 572 (52.72%) SQL
2 565 (52.07%) AWS
3 507 (46.73%) Agile Software Development
4 438 (40.37%) Python
5 400 (36.87%) Microservices
6 393 (36.22%) Java
7 385 (35.48%) Azure
8 322 (29.68%) Docker
9 319 (29.40%) JavaScript
10 317 (29.22%) Kubernetes
11 312 (28.76%) Software Engineering
12 311 (28.66%) DevOps
13 281 (25.90%) C#
14 277 (25.53%) Finance
15 263 (24.24%) TDD
16 228 (21.01%) Kafka
16 228 (21.01%) React
17 209 (19.26%) MongoDB
18 207 (19.08%) .NET
19 196 (18.06%) GCP
20 190 (17.51%) Node.js
21 187 (17.24%) Relational Database
22 181 (16.68%) Git (software)
23 175 (16.13%) Big Data
24 172 (15.85%) Test Automation
25 167 (15.39%) SQL Server
26 164 (15.12%) Fintech
27 163 (15.02%) REST
27 163 (15.02%) Analytics
28 161 (14.84%) Apache Spark

NoSQL
Co-occurring IT Skills in 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
1 161 (14.84%) Apache Spark
2 83 (7.65%) Elasticsearch
3 50 (4.61%) Confluence
4 43 (3.96%) Apache
5 31 (2.86%) Apache Airflow
6 18 (1.66%) SharePoint
7 13 (1.20%) SAS
7 13 (1.20%) Tornado
8 11 (1.01%) Apache Pig
9 8 (0.74%) Luigi
9 8 (0.74%) nginx
10 7 (0.65%) CMS
10 7 (0.65%) Tomcat
11 6 (0.55%) Oracle Workflow
11 6 (0.55%) WebSphere
12 4 (0.37%) Apache Pulsar
12 4 (0.37%) Headless CMS
12 4 (0.37%) Jupyter
12 4 (0.37%) Umbraco
13 3 (0.28%) GlassFish
Applications
1 8 (0.74%) SPSS
2 4 (0.37%) Microsoft Excel
3 2 (0.18%) AutoCAD
3 2 (0.18%) Revit
4 1 (0.092%) Microsoft Office
4 1 (0.092%) Weka
Business Applications
1 14 (1.29%) Dynamics CRM
2 3 (0.28%) IBM Operational Decision Manager
3 2 (0.18%) Magento
Cloud Services
1 565 (52.07%) AWS
2 385 (35.48%) Azure
3 196 (18.06%) GCP
4 114 (10.51%) Serverless
5 73 (6.73%) SaaS
6 52 (4.79%) Cloud Computing
7 50 (4.61%) AWS Lambda
8 39 (3.59%) GitHub
9 37 (3.41%) Amazon S3
10 27 (2.49%) Power Platform
11 26 (2.40%) Amazon EC2
11 26 (2.40%) Amazon EMR
12 25 (2.30%) Azure Functions
12 25 (2.30%) Slack
13 23 (2.12%) Amazon Kinesis
13 23 (2.12%) PaaS
14 22 (2.03%) AWS CloudFormation
14 22 (2.03%) Azure Data Factory
15 19 (1.75%) IBM Cloud
16 16 (1.47%) IaaS
Communications & Networking
1 37 (3.41%) HTTP
2 18 (1.66%) Internet
3 10 (0.92%) Firewall
4 9 (0.83%) Skype
4 9 (0.83%) SSL
5 8 (0.74%) VPN
6 5 (0.46%) DNS
7 4 (0.37%) SNMP
7 4 (0.37%) TCP/IP
8 3 (0.28%) 802.11
8 3 (0.28%) DMZ
8 3 (0.28%) Fibre Channel
8 3 (0.28%) FTP
8 3 (0.28%) LAN
8 3 (0.28%) MQTT
8 3 (0.28%) Reverse Proxy
8 3 (0.28%) SAN
8 3 (0.28%) Software-Defined Networking
8 3 (0.28%) SSH
8 3 (0.28%) WAN
Database & Business Intelligence
1 209 (19.26%) MongoDB
2 187 (17.24%) Relational Database
3 175 (16.13%) Big Data
4 167 (15.39%) SQL Server
5 141 (13.00%) Hadoop
6 124 (11.43%) Apache Cassandra
7 116 (10.69%) PostgreSQL
8 115 (10.60%) Data Warehouse
8 115 (10.60%) Redis
9 84 (7.74%) RDBMS
10 83 (7.65%) MySQL
11 71 (6.54%) Amazon DynamoDB
12 65 (5.99%) Amazon Redshift
13 63 (5.81%) Apache Hive
14 59 (5.44%) Data Lake
15 37 (3.41%) Amazon RDS
16 34 (3.13%) Tableau
17 31 (2.86%) Amazon Athena
18 29 (2.67%) Cosmos DB
19 28 (2.58%) BigQuery
Development Applications
1 181 (16.68%) Git (software)
2 116 (10.69%) Jenkins
3 67 (6.18%) TeamCity
4 64 (5.90%) JIRA
5 61 (5.62%) Octopus Deploy
6 48 (4.42%) Selenium
7 46 (4.24%) webpack
8 40 (3.69%) Cypress.io
9 36 (3.32%) Atlassian Bamboo
10 35 (3.23%) Grunt
11 33 (3.04%) Storybook
12 31 (2.86%) Maven
13 28 (2.58%) GitLab
14 26 (2.40%) Bitbucket
15 22 (2.03%) Visual Studio Team System
16 21 (1.94%) Visual Studio
17 19 (1.75%) Vagrant
18 18 (1.66%) JUnit
19 17 (1.57%) NUnit
19 17 (1.57%) Team Foundation Server
General
1 277 (25.53%) Finance
2 93 (8.57%) Banking
3 41 (3.78%) Retail
4 38 (3.50%) Games
5 37 (3.41%) Marketing
6 25 (2.30%) Telecoms
7 24 (2.21%) Front Office
8 23 (2.12%) Publishing
9 22 (2.03%) Law
10 19 (1.75%) Public Sector
11 15 (1.38%) Manufacturing
12 14 (1.29%) Advertising
13 13 (1.20%) Investment Banking
14 11 (1.01%) Pharmaceutical
15 7 (0.65%) Financial Institution
15 7 (0.65%) Housing Association
16 6 (0.55%) Back Office
17 5 (0.46%) Electronics
17 5 (0.46%) iGaming
18 4 (0.37%) Digital Economy
Job Titles
1 465 (42.86%) Developer
2 142 (13.09%) Data Engineer
3 138 (12.72%) Senior Developer
4 133 (12.26%) Software Engineer
5 132 (12.17%) Java Developer
6 90 (8.29%) C# Developer
7 75 (6.91%) Full Stack Developer
8 60 (5.53%) Architect
9 54 (4.98%) Python Developer
10 46 (4.24%) Java Engineer
11 45 (4.15%) DevOps Engineer
12 39 (3.59%) AWS Engineer
13 37 (3.41%) .NET Developer
14 34 (3.13%) C# Software Engineer
14 34 (3.13%) Software Developer
15 33 (3.04%) Cloud Developer
16 31 (2.86%) Senior C# Developer
17 30 (2.76%) Backend Developer
17 30 (2.76%) Senior Java Developer
18 29 (2.67%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 228 (21.01%) Kafka
1 228 (21.01%) React
2 207 (19.08%) .NET
3 190 (17.51%) Node.js
4 163 (15.02%) REST
5 159 (14.65%) RESTful
6 146 (13.46%) Web Services
7 135 (12.44%) AngularJS
8 133 (12.26%) .NET Core
9 125 (11.52%) Spring
10 106 (9.77%) CSS
11 102 (9.40%) HTML
12 89 (8.20%) Spring Boot
13 77 (7.10%) Redux
14 71 (6.54%) .NET Framework
15 65 (5.99%) HTML5
16 59 (5.44%) ASP.NET Web API
17 57 (5.25%) GraphQL
18 54 (4.98%) ASP.NET
19 50 (4.61%) RabbitMQ
Miscellaneous
1 86 (7.93%) Analytical Skills
2 73 (6.73%) Greenfield Project
3 61 (5.62%) Algorithms
4 58 (5.35%) User Experience
5 53 (4.88%) Cloud Native
6 36 (3.32%) Self-Motivation
7 34 (3.13%) Data Structures
8 28 (2.58%) Enterprise Software
8 28 (2.58%) Public Cloud
9 21 (1.94%) Hedge funds
9 21 (1.94%) Management Information System
9 21 (1.94%) Social Network
10 20 (1.84%) Virtual Team
11 19 (1.75%) Blog
11 19 (1.75%) CMDB
11 19 (1.75%) Mobile App
12 18 (1.66%) Foreign Exchange (FX)
13 16 (1.47%) N-Tier
14 13 (1.20%) Online Games
15 12 (1.11%) Data Centre
Operating Systems
1 113 (10.41%) Linux
2 40 (3.69%) Windows
3 32 (2.95%) Android
4 30 (2.76%) Apple iOS
5 27 (2.49%) Unix
6 12 (1.11%) CentOS
7 7 (0.65%) Red Hat Enterprise Linux
8 4 (0.37%) VMS
9 3 (0.28%) Oracle Linux
9 3 (0.28%) Ubuntu
10 2 (0.18%) Mac OS X
11 1 (0.092%) DC/OS
11 1 (0.092%) Mac OS
11 1 (0.092%) Windows Server
Processes & Methodologies
1 507 (46.73%) Agile Software Development
2 400 (36.87%) Microservices
3 312 (28.76%) Software Engineering
4 311 (28.66%) DevOps
5 263 (24.24%) TDD
6 172 (15.85%) Test Automation
7 164 (15.12%) Fintech
8 163 (15.02%) Analytics
9 153 (14.10%) Computer Science
10 144 (13.27%) Continuous Integration
11 143 (13.18%) ETL
11 143 (13.18%) Open Source
12 136 (12.53%) Machine Learning
13 128 (11.80%) MVC
14 127 (11.71%) Scrum
15 121 (11.15%) OO
16 107 (9.86%) Mentoring
17 103 (9.49%) Unit Testing
18 101 (9.31%) Artificial Intelligence
18 101 (9.31%) BDD
Programming Languages
1 572 (52.72%) SQL
2 438 (40.37%) Python
3 393 (36.22%) Java
4 319 (29.40%) JavaScript
5 281 (25.90%) C#
6 115 (10.60%) Scala
7 88 (8.11%) TypeScript
8 82 (7.56%) Kotlin
9 77 (7.10%) Go
10 68 (6.27%) Java 8
11 46 (4.24%) C++
12 43 (3.96%) PHP
13 38 (3.50%) R
14 36 (3.32%) T-SQL
15 35 (3.23%) Bash Shell
16 34 (3.13%) Shell Script
17 31 (2.86%) ES6
18 22 (2.03%) C
19 21 (1.94%) Perl
19 21 (1.94%) Ruby
Qualifications
1 115 (10.60%) Degree
2 69 (6.36%) Computer Science Degree
3 52 (4.79%) Security Cleared
4 50 (4.61%) SC Cleared
5 11 (1.01%) PhD
6 8 (0.74%) Master's Degree
7 7 (0.65%) AWS Certification
8 6 (0.55%) CCNA
8 6 (0.55%) Cisco Certification
9 5 (0.46%) DV Cleared
10 4 (0.37%) DBS Check
10 4 (0.37%) Numerate Degree
10 4 (0.37%) TOGAF Certification
11 2 (0.18%) RHCE
11 2 (0.18%) RHCSA
12 1 (0.092%) FFIEC
12 1 (0.092%) PMI Certification
Quality Assurance & Compliance
1 62 (5.71%) QA
2 14 (1.29%) Data Quality
3 11 (1.01%) GDPR
4 2 (0.18%) ISO 20022
5 1 (0.092%) COBIT
5 1 (0.092%) GLBA
5 1 (0.092%) NIST
5 1 (0.092%) PCI DSS
System Software
1 322 (29.68%) Docker
2 17 (1.57%) VirtualBox
3 7 (0.65%) Apache ZooKeeper
3 7 (0.65%) VMware Infrastructure
4 6 (0.55%) HDFS
5 5 (0.46%) Active Directory
6 4 (0.37%) Apache Flume
7 1 (0.092%) Lustre
7 1 (0.092%) LXC
7 1 (0.092%) Microsoft Virtual Server
7 1 (0.092%) Virtual Servers
Systems Management
1 317 (29.22%) Kubernetes
2 100 (9.22%) Terraform
3 63 (5.81%) Ansible
4 37 (3.41%) Puppet
5 24 (2.21%) Opscode Chef
6 22 (2.03%) Docker Swarm
7 19 (1.75%) Prometheus
8 17 (1.57%) Grafana
9 11 (1.01%) Mesos
10 7 (0.65%) Marathon
11 6 (0.55%) Graphite
11 6 (0.55%) Istio
11 6 (0.55%) Packer
12 5 (0.46%) Consul
12 5 (0.46%) Nagios
13 4 (0.37%) Salt
14 3 (0.28%) Galera Cluster
14 3 (0.28%) ZABBIX
14 3 (0.28%) Zipkin
15 1 (0.092%) Failover Clustering
Vendors
1 105 (9.68%) Google
2 102 (9.40%) Microsoft
3 51 (4.70%) Oracle
4 28 (2.58%) Databricks
5 27 (2.49%) Cloudera
6 23 (2.12%) IBM
7 22 (2.03%) Informatica
8 21 (1.94%) Salesforce.com
8 21 (1.94%) Talend
9 17 (1.57%) Charles River
9 17 (1.57%) Hortonworks
9 17 (1.57%) Splunk
10 14 (1.29%) Nintex
11 13 (1.20%) Salesforce Marketing Cloud
12 12 (1.11%) StreamSets
13 9 (0.83%) Xamarin
14 8 (0.74%) Red Hat
14 8 (0.74%) SAP
15 7 (0.65%) Samsung
15 7 (0.65%) VMware