Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 May 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 17 May 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
17 May 2021		 Same period 2020 Same period 2019
Rank 77 80 78
Rank change year-on-year +3 -2 -9
Permanent jobs citing NoSQL 1,352 1,541 2,276
As % of all permanent jobs advertised in London 4.03% 3.85% 3.86%
As % of the Database & Business Intelligence category 13.83% 13.82% 13.25%
Number of salaries quoted 903 1,287 2,021
10th Percentile £47,500 £47,250 £38,750
25th Percentile £57,500 £53,750 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £70,000
Median % change year-on-year +3.57% - -
75th Percentile £87,500 £92,500 £86,250
90th Percentile £100,000 £115,000 £104,485
England median annual salary £62,500 £62,500 £62,500

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 9,774 11,148 17,179
As % of all permanent IT jobs advertised in London 29.13% 27.85% 29.11%
Number of salaries quoted 7,180 9,197 14,399
10th Percentile £43,750 £40,000 £38,750
25th Percentile £52,500 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £65,000 £65,000
Median % change year-on-year +7.69% - +8.33%
75th Percentile £87,500 £86,250 £82,500
90th Percentile £102,500 £105,000 £95,000
England median annual salary £55,000 £55,000 £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 17 May 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 17 May 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 +8 231 £75,000 +3.45% 80
West London +6 55 £65,000 +4.00% 19
South London -1 23 £60,000 -20.00% 3
East London -11 4 £70,000 +3.70% 18
North London +21 1 £45,000 -18.18% 3
NoSQL
England

For the 6 months to 17 May 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.

1 801 (59.25%) SQL
2 701 (51.85%) AWS
3 679 (50.22%) Agile Software Development
4 588 (43.49%) Microservices
5 558 (41.27%) Docker
6 534 (39.50%) Azure
7 501 (37.06%) Python
8 486 (35.95%) Kubernetes
9 463 (34.25%) Java
10 457 (33.80%) Software Engineering
11 418 (30.92%) C#
12 380 (28.11%) JavaScript
13 369 (27.29%) Finance
14 363 (26.85%) DevOps
15 329 (24.33%) MongoDB
16 313 (23.15%) TDD
17 312 (23.08%) .NET
18 279 (20.64%) Kafka
19 277 (20.49%) GCP
20 275 (20.34%) React
21 268 (19.82%) Analytics
22 263 (19.45%) REST
23 259 (19.16%) Social Skills
24 240 (17.75%) Relational Database
25 235 (17.38%) Git (software)
26 229 (16.94%) Big Data
27 227 (16.79%) Node.js
28 226 (16.72%) Test Automation
29 224 (16.57%) Continuous Integration
30 207 (15.31%) RESTful

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
1 196 (14.50%) Apache Spark
2 109 (8.06%) Elasticsearch
3 64 (4.73%) Confluence
4 47 (3.48%) Apache
5 36 (2.66%) Apache Airflow
6 18 (1.33%) Tornado
7 16 (1.18%) CMS
8 15 (1.11%) nginx
8 15 (1.11%) Tomcat
9 14 (1.04%) SAS
10 13 (0.96%) Luigi
11 12 (0.89%) Apache Pig
12 11 (0.81%) IIS
12 11 (0.81%) SharePoint
13 9 (0.67%) Oracle Workflow
14 8 (0.59%) Apache Pulsar
14 8 (0.59%) WebSphere
15 6 (0.44%) JBoss
16 5 (0.37%) OpenStack
17 4 (0.30%) Drupal
Applications
1 8 (0.59%) Microsoft Excel
1 8 (0.59%) SPSS
2 5 (0.37%) Adobe Illustrator
2 5 (0.37%) AutoCAD
2 5 (0.37%) GIMP
2 5 (0.37%) Photoshop
2 5 (0.37%) Revit
3 4 (0.30%) SOLIDWORKS
4 2 (0.15%) Weka
5 1 (0.074%) Microsoft Office
5 1 (0.074%) Microsoft Project
Business Applications
1 10 (0.74%) Dynamics CRM
2 6 (0.44%) Magento
2 6 (0.44%) Primavera
3 4 (0.30%) IBM Operational Decision Manager
3 4 (0.30%) Summit
Cloud Services
1 701 (51.85%) AWS
2 534 (39.50%) Azure
3 277 (20.49%) GCP
4 179 (13.24%) Serverless
5 130 (9.62%) SaaS
6 92 (6.80%) GitHub
7 78 (5.77%) Amazon EMR
8 65 (4.81%) IBM Cloud
9 51 (3.77%) PaaS
10 50 (3.70%) Azure Service Bus
11 48 (3.55%) Amazon S3
11 48 (3.55%) AWS Lambda
12 47 (3.48%) Cloud Computing
13 44 (3.25%) Amazon EC2
14 43 (3.18%) Azure Functions
15 40 (2.96%) Azure Service Fabric
16 39 (2.88%) Azure Event Grid
17 36 (2.66%) NuGet
18 34 (2.51%) Azure App Service
19 30 (2.22%) Azure Cosmos DB
Communications & Networking
1 84 (6.21%) HTTP
2 18 (1.33%) Internet
3 15 (1.11%) Firewall
4 11 (0.81%) SSL
5 6 (0.44%) Extranet
5 6 (0.44%) Intranet
5 6 (0.44%) LAN
5 6 (0.44%) VPN
5 6 (0.44%) WAN
6 5 (0.37%) AMQP
6 5 (0.37%) DNS
6 5 (0.37%) Network Security
6 5 (0.37%) Skype
6 5 (0.37%) TCP/IP
7 4 (0.30%) Broadband
7 4 (0.30%) IPv4
8 3 (0.22%) MQTT
8 3 (0.22%) Software-Defined Networking
9 2 (0.15%) Fibre Channel
9 2 (0.15%) SAN
Database & Business Intelligence
1 329 (24.33%) MongoDB
2 240 (17.75%) Relational Database
3 229 (16.94%) Big Data
4 206 (15.24%) PostgreSQL
5 201 (14.87%) SQL Server
6 190 (14.05%) Hadoop
7 129 (9.54%) Data Warehouse
8 128 (9.47%) MySQL
9 126 (9.32%) Apache Cassandra
10 125 (9.25%) Amazon DynamoDB
11 110 (8.14%) Redis
12 108 (7.99%) Amazon Redshift
13 101 (7.47%) RDBMS
14 89 (6.58%) Neo4j
15 70 (5.18%) Amazon Athena
16 66 (4.88%) Data Lake
17 60 (4.44%) Apache Hive
18 59 (4.36%) Electronic Patient Records
19 54 (3.99%) Amazon RDS
20 53 (3.92%) Azure SQL Database
Development Applications
1 235 (17.38%) Git (software)
2 199 (14.72%) Jenkins
3 102 (7.54%) Atlassian Bamboo
4 99 (7.32%) TeamCity
5 89 (6.58%) JIRA
6 87 (6.43%) Octopus Deploy
7 75 (5.55%) Vagrant
8 64 (4.73%) webpack
9 61 (4.51%) Cypress.io
10 54 (3.99%) Selenium
11 41 (3.03%) GitLab
12 37 (2.74%) Storybook
13 34 (2.51%) Maven
14 33 (2.44%) Bitbucket
14 33 (2.44%) Grunt
15 28 (2.07%) JUnit
15 28 (2.07%) Mocha
16 27 (2.00%) SpecFlow
17 24 (1.78%) NUnit
18 21 (1.55%) Visual Studio
General
1 369 (27.29%) Finance
2 259 (19.16%) Social Skills
3 104 (7.69%) Banking
4 93 (6.88%) Analytical Skills
5 78 (5.77%) Retail
6 58 (4.29%) Marketing
7 52 (3.85%) Games
8 29 (2.14%) Investment Banking
8 29 (2.14%) Presentation Skills
8 29 (2.14%) Publishing
9 27 (2.00%) Manufacturing
10 23 (1.70%) Back Office
10 23 (1.70%) Legal
11 20 (1.48%) Public Sector
12 19 (1.41%) Advertising
13 18 (1.33%) Financial Institution
13 18 (1.33%) Online Betting
14 17 (1.26%) Law
15 16 (1.18%) Telecoms
16 15 (1.11%) Influencing Skills
Job Titles
1 535 (39.57%) Developer
2 180 (13.31%) Software Engineer
3 152 (11.24%) Senior Developer
4 143 (10.58%) Data Engineer
5 138 (10.21%) Java Developer
6 108 (7.99%) Architect
7 91 (6.73%) C# Developer
8 87 (6.43%) Full Stack Developer
9 63 (4.66%) Java Engineer
10 59 (4.36%) Data Architect
11 51 (3.77%) C# Software Engineer
12 49 (3.62%) Backend Developer
13 48 (3.55%) Senior Software Engineer
14 46 (3.40%) Software Developer
15 44 (3.25%) .NET Developer
16 43 (3.18%) Python Engineer
17 41 (3.03%) Platform Engineer
18 39 (2.88%) Technical Leader
19 38 (2.81%) AWS Engineer
19 38 (2.81%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 312 (23.08%) .NET
2 279 (20.64%) Kafka
3 275 (20.34%) React
4 263 (19.45%) REST
5 227 (16.79%) Node.js
6 207 (15.31%) RESTful
7 196 (14.50%) .NET Core
8 178 (13.17%) AngularJS
9 176 (13.02%) HTML
10 172 (12.72%) Web Services
11 165 (12.20%) CSS
12 147 (10.87%) Spring
13 110 (8.14%) GraphQL
14 109 (8.06%) Redux
15 107 (7.91%) HTML5
16 103 (7.62%) Spring Boot
17 99 (7.32%) .NET Framework
18 81 (5.99%) Spark Streaming
19 70 (5.18%) JSON
20 69 (5.10%) RabbitMQ
Miscellaneous
1 114 (8.43%) User Experience
2 67 (4.96%) Self-Motivation
3 63 (4.66%) Algorithms
4 60 (4.44%) Cloud Native
4 60 (4.44%) Greenfield Project
5 47 (3.48%) Blog
6 46 (3.40%) Enterprise Software
7 35 (2.59%) Data Structures
7 35 (2.59%) Mobile App
8 27 (2.00%) Foreign Exchange (FX)
8 27 (2.00%) Management Information System
9 25 (1.85%) Data Centre
9 25 (1.85%) Hedge funds
10 24 (1.78%) Public Cloud
11 18 (1.33%) Virtual Team
12 16 (1.18%) Video\Live Streaming
13 15 (1.11%) NHS
13 15 (1.11%) Social Media
14 14 (1.04%) Social Network
15 12 (0.89%) Equities
Operating Systems
1 138 (10.21%) Linux
2 55 (4.07%) Unix
3 37 (2.74%) Windows
4 33 (2.44%) Android
5 32 (2.37%) Apple iOS
6 8 (0.59%) CentOS
7 7 (0.52%) Red Hat Enterprise Linux
8 3 (0.22%) Ubuntu
8 3 (0.22%) VMS
9 2 (0.15%) Mac OS X
9 2 (0.15%) Oracle Linux
10 1 (0.074%) DC/OS
10 1 (0.074%) Mac OS
Processes & Methodologies
1 679 (50.22%) Agile Software Development
2 588 (43.49%) Microservices
3 457 (33.80%) Software Engineering
4 363 (26.85%) DevOps
5 313 (23.15%) TDD
6 268 (19.82%) Analytics
7 226 (16.72%) Test Automation
8 224 (16.57%) Continuous Integration
9 197 (14.57%) Artificial Intelligence
10 192 (14.20%) Open Source
11 189 (13.98%) Fintech
12 179 (13.24%) ETL
13 170 (12.57%) Computer Science
14 164 (12.13%) Scrum
15 161 (11.91%) OO
16 156 (11.54%) Data Pipeline
17 155 (11.46%) MVC
18 148 (10.95%) Unit Testing
19 140 (10.36%) BDD
20 139 (10.28%) Mentoring
Programming Languages
1 801 (59.25%) SQL
2 501 (37.06%) Python
3 463 (34.25%) Java
4 418 (30.92%) C#
5 380 (28.11%) JavaScript
6 160 (11.83%) TypeScript
7 118 (8.73%) Go
8 113 (8.36%) Scala
9 85 (6.29%) C++
10 84 (6.21%) Kotlin
11 70 (5.18%) Java 8
12 56 (4.14%) C
12 56 (4.14%) PHP
13 50 (3.70%) ES6
14 41 (3.03%) R
15 40 (2.96%) Ruby
16 32 (2.37%) Bash Shell
17 31 (2.29%) PowerShell
18 28 (2.07%) Shell Script
19 27 (2.00%) T-SQL
Qualifications
1 175 (12.94%) Degree
2 113 (8.36%) Computer Science Degree
3 39 (2.88%) Security Cleared
4 34 (2.51%) SC Cleared
5 29 (2.14%) Master's Degree
6 15 (1.11%) PhD
7 9 (0.67%) Numerate Degree
8 7 (0.52%) DBS Check
9 6 (0.44%) AWS Certification
10 5 (0.37%) DV Cleared
11 4 (0.30%) TOGAF Certification
12 3 (0.22%) RHCE
12 3 (0.22%) RHCSA
13 1 (0.074%) FFIEC
13 1 (0.074%) PMI Certification
Quality Assurance & Compliance
1 101 (7.47%) QA
2 35 (2.59%) Data Quality
3 20 (1.48%) GDPR
4 3 (0.22%) ISO 20022
5 2 (0.15%) ISO/IEC 27001
6 1 (0.074%) COBIT
6 1 (0.074%) GLBA
6 1 (0.074%) MiFID
6 1 (0.074%) NIST
6 1 (0.074%) PCI DSS
System Software
1 558 (41.27%) Docker
2 66 (4.88%) VirtualBox
3 14 (1.04%) Apache ZooKeeper
4 11 (0.81%) VMware Infrastructure
5 9 (0.67%) HDFS
6 5 (0.37%) Active Directory
7 4 (0.30%) Ceph
8 3 (0.22%) Apache Flume
9 2 (0.15%) ISA Server
10 1 (0.074%) Hyper-V
10 1 (0.074%) Lustre
10 1 (0.074%) LXC
10 1 (0.074%) Microsoft Virtual Server
10 1 (0.074%) Virtual Machines
10 1 (0.074%) Virtual Servers
10 1 (0.074%) VMware ESXi
10 1 (0.074%) vSphere
Systems Management
1 486 (35.95%) Kubernetes
2 171 (12.65%) Terraform
3 127 (9.39%) Ansible
4 79 (5.84%) Docker Swarm
5 41 (3.03%) Prometheus
5 41 (3.03%) Puppet
6 37 (2.74%) Grafana
7 33 (2.44%) Opscode Chef
8 10 (0.74%) Mesos
9 9 (0.67%) Graphite
10 8 (0.59%) Consul
10 8 (0.59%) Istio
11 7 (0.52%) Packer
12 6 (0.44%) HAProxy
12 6 (0.44%) Marathon
13 5 (0.37%) Galera Cluster
14 4 (0.30%) Kibana
14 4 (0.30%) Kustomize
14 4 (0.30%) Opsgenie
14 4 (0.30%) SCCM
Vendors
1 165 (12.20%) Google
2 133 (9.84%) Microsoft
3 95 (7.03%) Oracle
4 82 (6.07%) Cloudera
5 77 (5.70%) IBM
6 72 (5.33%) Hortonworks
6 72 (5.33%) Talend
7 65 (4.81%) Informatica
8 39 (2.88%) Samsung
9 31 (2.29%) Databricks
10 26 (1.92%) Salesforce.com
11 21 (1.55%) Charles River
12 17 (1.26%) SAP
13 15 (1.11%) Splunk
14 12 (0.89%) Atlassian
14 12 (0.89%) Salesforce Marketing Cloud
14 12 (0.89%) VMware
15 11 (0.81%) Autodesk
16 10 (0.74%) Nintex
17 8 (0.59%) GoldenSource