Period
to 24 July 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 24 July 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 65 73 88
Rank change year-on-year +8 +15 -18
Permanent jobs citing NoSQL 2,197 1,229 2,044
As % of all permanent jobs advertised in London 4.88% 4.18% 3.55%
As % of the Database & Business Intelligence category 15.28% 14.78% 12.24%
Number of salaries quoted 1,101 1,017 1,809
10th Percentile £48,750 £46,950 £38,750
25th Percentile £57,500 £55,000 £53,750
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% -
75th Percentile £90,000 £91,250 £85,000
90th Percentile £105,000 £110,000 £102,500
England median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +13.64%

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 14,374 8,318 16,700
As % of all permanent IT jobs advertised in London 31.91% 28.27% 29.00%
Number of salaries quoted 8,721 6,764 14,090
10th Percentile £44,000 £41,250 £38,500
25th Percentile £52,500 £51,250 £48,000
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £88,750 £85,000 £82,500
90th Percentile £105,000 £101,250 £95,000
England median annual salary £57,000 £55,000 £52,500
% change year-on-year +3.64% +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 24 July 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 24 July 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 -4 252 £75,000 +3.45% 93
West London -20 68 £65,000 +4.00% 24
South London -26 19 £60,000 -7.69% 7
East London -6 10 £75,000 +15.38% 30
North London - 1 £45,000 - 1
NoSQL
England

For the 6 months to 24 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 London region with a requirement for NoSQL.

1 1,306 (59.44%) SQL
2 1,161 (52.84%) Agile Software Development
3 1,140 (51.89%) AWS
4 1,038 (47.25%) Microservices
5 1,028 (46.79%) Docker
6 883 (40.19%) Kubernetes
7 809 (36.82%) Python
8 775 (35.28%) Java
9 760 (34.59%) Software Engineering
10 759 (34.55%) Azure
11 676 (30.77%) JavaScript
12 663 (30.18%) Finance
13 642 (29.22%) C#
14 629 (28.63%) MongoDB
15 608 (27.67%) DevOps
16 602 (27.40%) React
17 532 (24.21%) REST
18 524 (23.85%) Social Skills
19 504 (22.94%) .NET
20 489 (22.26%) Git (software)
21 483 (21.98%) GCP
22 469 (21.35%) Node.js
23 460 (20.94%) Kafka
24 437 (19.89%) TDD
25 428 (19.48%) Analytics
26 419 (19.07%) Test Automation
27 405 (18.43%) Relational Database
28 393 (17.89%) Degree
29 380 (17.30%) PostgreSQL
30 373 (16.98%) Continuous Integration

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
1 273 (12.43%) Apache Spark
2 217 (9.88%) Elasticsearch
3 100 (4.55%) Apache
4 66 (3.00%) Apache Airflow
4 66 (3.00%) Confluence
5 65 (2.96%) nginx
6 52 (2.37%) CMS
7 35 (1.59%) IIS
8 33 (1.50%) Tornado
9 20 (0.91%) Luigi
10 18 (0.82%) Tomcat
10 18 (0.82%) WordPress
11 17 (0.77%) Apache Pulsar
12 16 (0.73%) Apache Solr
13 14 (0.64%) Drupal
14 12 (0.55%) SAS
15 11 (0.50%) Oracle Workflow
16 10 (0.46%) MediaWiki
17 9 (0.41%) Oracle SOA Suite
18 8 (0.36%) Apache Pig
Applications
1 32 (1.46%) Adobe Illustrator
1 32 (1.46%) Photoshop
2 18 (0.82%) Microsoft Excel
3 17 (0.77%) GIMP
4 12 (0.55%) SOLIDWORKS
5 10 (0.46%) Adobe XD
5 10 (0.46%) Microsoft PowerPoint
6 5 (0.23%) AutoCAD
6 5 (0.23%) Fireworks
6 5 (0.23%) Revit
7 3 (0.14%) MS Visio
7 3 (0.14%) SPSS
8 2 (0.091%) Microsoft Office
9 1 (0.046%) Chatbot
9 1 (0.046%) CPLEX
9 1 (0.046%) Microsoft Project
9 1 (0.046%) Weka
Business Applications
1 10 (0.46%) Primavera
2 7 (0.32%) Magento
3 6 (0.27%) Summit
4 5 (0.23%) IBM Operational Decision Manager
5 3 (0.14%) Dynamics CRM
Cloud Services
1 1,140 (51.89%) AWS
2 759 (34.55%) Azure
3 483 (21.98%) GCP
4 337 (15.34%) Serverless
5 232 (10.56%) SaaS
6 208 (9.47%) GitHub
7 132 (6.01%) AWS Lambda
8 105 (4.78%) Snowflake
9 91 (4.14%) Amazon EMR
10 88 (4.01%) Amazon S3
11 85 (3.87%) PaaS
12 81 (3.69%) Amazon EC2
13 77 (3.50%) IBM Cloud
14 75 (3.41%) Power Platform
15 69 (3.14%) Cloud Computing
16 68 (3.10%) OpenShift
17 52 (2.37%) AWS CloudFormation
17 52 (2.37%) Azure Functions
18 47 (2.14%) Amazon Cognito
19 46 (2.09%) npm
Communications & Networking
1 225 (10.24%) HTTP
2 31 (1.41%) Firewall
3 30 (1.37%) TCP/IP
4 17 (0.77%) Internet
5 13 (0.59%) DNS
6 12 (0.55%) IPv4
6 12 (0.55%) VPN
7 9 (0.41%) Broadband
7 9 (0.41%) LAN
7 9 (0.41%) MQTT
7 9 (0.41%) Network Security
7 9 (0.41%) WAN
8 8 (0.36%) AMQP
9 7 (0.32%) Extranet
9 7 (0.32%) Intranet
10 6 (0.27%) SD-WAN
11 5 (0.23%) DHCP
11 5 (0.23%) SAN
11 5 (0.23%) SSL
11 5 (0.23%) VSAN
Database & Business Intelligence
1 629 (28.63%) MongoDB
2 405 (18.43%) Relational Database
3 380 (17.30%) PostgreSQL
4 314 (14.29%) SQL Server
5 308 (14.02%) Big Data
6 277 (12.61%) MySQL
7 263 (11.97%) Amazon DynamoDB
8 246 (11.20%) Hadoop
9 216 (9.83%) Redis
10 180 (8.19%) Data Warehouse
11 163 (7.42%) Apache Cassandra
12 141 (6.42%) Amazon Redshift
13 130 (5.92%) RDBMS
14 115 (5.23%) Neo4j
15 89 (4.05%) Data Lake
16 81 (3.69%) Amazon RDS
17 75 (3.41%) Amazon Athena
18 74 (3.37%) Electronic Patient Records
19 73 (3.32%) Power BI
20 70 (3.19%) Amazon Aurora
Development Applications
1 489 (22.26%) Git (software)
2 341 (15.52%) Jenkins
3 157 (7.15%) JIRA
4 149 (6.78%) Atlassian Bamboo
5 144 (6.55%) TeamCity
6 119 (5.42%) Octopus Deploy
6 119 (5.42%) webpack
7 106 (4.82%) GitLab
8 96 (4.37%) Vagrant
9 89 (4.05%) Maven
10 70 (3.19%) JUnit
11 64 (2.91%) Cypress.io
11 64 (2.91%) SonarQube
12 63 (2.87%) Selenium
13 57 (2.59%) Mockito
14 56 (2.55%) SpecFlow
15 53 (2.41%) Bitbucket
16 47 (2.14%) NUnit
17 43 (1.96%) Mocha
18 41 (1.87%) Gradle
General
1 663 (30.18%) Finance
2 524 (23.85%) Social Skills
3 178 (8.10%) Banking
4 170 (7.74%) Analytical Skills
5 151 (6.87%) Retail
6 141 (6.42%) Games
7 77 (3.50%) Presentation Skills
8 67 (3.05%) Legal
9 61 (2.78%) Back Office
10 56 (2.55%) Marketing
11 53 (2.41%) Investment Banking
12 52 (2.37%) Law
13 48 (2.18%) Influencing Skills
14 46 (2.09%) Inclusion and Diversity
14 46 (2.09%) Manufacturing
15 43 (1.96%) Online Betting
16 37 (1.68%) Public Sector
17 35 (1.59%) Publishing
18 30 (1.37%) Financial Institution
19 29 (1.32%) Documentation Skills
Job Titles
1 839 (38.19%) Developer
2 283 (12.88%) Software Engineer
3 219 (9.97%) Senior Developer
4 198 (9.01%) Java Developer
5 193 (8.78%) Data Engineer
6 166 (7.56%) Full Stack Developer
7 146 (6.65%) Architect
8 114 (5.19%) Senior Software Engineer
9 104 (4.73%) Backend Developer
10 101 (4.60%) Java Engineer
11 85 (3.87%) Technical Leader
12 82 (3.73%) Software Developer
13 80 (3.64%) .NET Developer
14 76 (3.46%) Python Engineer
15 68 (3.10%) Data Architect
16 66 (3.00%) C# Developer
17 54 (2.46%) Platform Engineer
18 53 (2.41%) DevOps Engineer
18 53 (2.41%) Senior Java Engineer
18 53 (2.41%) Solutions Architect
Libraries, Frameworks & Software Standards
1 602 (27.40%) React
2 532 (24.21%) REST
3 504 (22.94%) .NET
4 469 (21.35%) Node.js
5 460 (20.94%) Kafka
6 370 (16.84%) RESTful
7 365 (16.61%) AngularJS
8 341 (15.52%) Spring
9 331 (15.07%) HTML
10 315 (14.34%) CSS
11 275 (12.52%) .NET Core
12 268 (12.20%) GraphQL
13 262 (11.93%) Web Services
14 258 (11.74%) Spring Boot
15 167 (7.60%) RabbitMQ
16 162 (7.37%) HTML5
16 162 (7.37%) Redux
17 132 (6.01%) OAuth
18 131 (5.96%) .NET Framework
19 105 (4.78%) CSS3
Miscellaneous
1 259 (11.79%) User Experience
2 110 (5.01%) Enterprise Software
3 108 (4.92%) Algorithms
3 108 (4.92%) Cloud Native
4 94 (4.28%) Self-Motivation
5 89 (4.05%) Blog
6 64 (2.91%) Greenfield Project
7 63 (2.87%) Data Structures
7 63 (2.87%) Legacy Systems
7 63 (2.87%) Mobile App
8 55 (2.50%) Client/Server
9 48 (2.18%) Virtual Team
10 41 (1.87%) Data Centre
11 40 (1.82%) Public Cloud
12 32 (1.46%) Foreign Exchange (FX)
12 32 (1.46%) Hybrid Cloud
13 30 (1.37%) Linux Command Line
14 29 (1.32%) Online Games
15 28 (1.27%) Hedge funds
15 28 (1.27%) Management Information System
Operating Systems
1 247 (11.24%) Linux
2 106 (4.82%) Unix
3 69 (3.14%) Windows
4 39 (1.78%) Android
5 37 (1.68%) Apple iOS
6 20 (0.91%) Red Hat Enterprise Linux
7 7 (0.32%) VMS
8 5 (0.23%) CentOS
9 2 (0.091%) Embedded Linux
9 2 (0.091%) Mac OS X
10 1 (0.046%) DC/OS
10 1 (0.046%) Mac OS
10 1 (0.046%) Ubuntu
10 1 (0.046%) Windows Server
Processes & Methodologies
1 1,161 (52.84%) Agile Software Development
2 1,038 (47.25%) Microservices
3 760 (34.59%) Software Engineering
4 608 (27.67%) DevOps
5 437 (19.89%) TDD
6 428 (19.48%) Analytics
7 419 (19.07%) Test Automation
8 373 (16.98%) Continuous Integration
9 347 (15.79%) Computer Science
10 327 (14.88%) Fintech
11 312 (14.20%) Artificial Intelligence
12 299 (13.61%) Event-Driven
13 295 (13.43%) Open Source
14 289 (13.15%) Scrum
15 245 (11.15%) Data Science
16 238 (10.83%) ETL
17 224 (10.20%) BDD
18 223 (10.15%) Mentoring
19 218 (9.92%) Data Pipeline
20 208 (9.47%) SOLID
Programming Languages
1 1,306 (59.44%) SQL
2 809 (36.82%) Python
3 775 (35.28%) Java
4 676 (30.77%) JavaScript
5 642 (29.22%) C#
6 353 (16.07%) TypeScript
7 234 (10.65%) Go
8 152 (6.92%) Scala
9 136 (6.19%) C++
10 128 (5.83%) Kotlin
11 117 (5.33%) Java 8
12 104 (4.73%) PHP
13 98 (4.46%) C
14 84 (3.82%) ES6
14 84 (3.82%) PowerShell
15 71 (3.23%) R
16 67 (3.05%) Ruby
17 46 (2.09%) Bash Shell
17 46 (2.09%) ES7
18 44 (2.00%) Perl
Qualifications
1 393 (17.89%) Degree
2 247 (11.24%) Computer Science Degree
3 95 (4.32%) Master's Degree
4 42 (1.91%) Security Cleared
5 30 (1.37%) Numerate Degree
6 27 (1.23%) SC Cleared
7 22 (1.00%) PhD
8 13 (0.59%) DBS Check
9 6 (0.27%) AWS Certification
10 5 (0.23%) DV Cleared
10 5 (0.23%) PMI Certification
10 5 (0.23%) TOGAF Certification
11 4 (0.18%) PMP
12 3 (0.14%) RHCE
12 3 (0.14%) RHCSA
13 1 (0.046%) FFIEC
13 1 (0.046%) MCSA
13 1 (0.046%) Microsoft Certification
Quality Assurance & Compliance
1 242 (11.02%) QA
2 68 (3.10%) GDPR
3 60 (2.73%) Data Quality
4 13 (0.59%) Accessibility
5 9 (0.41%) ISO/IEC 27001
5 9 (0.41%) PSD2
5 9 (0.41%) SLA
6 5 (0.23%) GRC
7 3 (0.14%) ISO 20022
8 2 (0.091%) MiFID
8 2 (0.091%) PCI DSS
9 1 (0.046%) COBIT
9 1 (0.046%) GLBA
9 1 (0.046%) NIST
System Software
1 1,028 (46.79%) Docker
2 76 (3.46%) VirtualBox
3 25 (1.14%) Apache ZooKeeper
4 16 (0.73%) VMware Infrastructure
5 14 (0.64%) HDFS
5 14 (0.64%) ISA Server
6 12 (0.55%) Ceph
7 6 (0.27%) VMware ESXi
8 5 (0.23%) KVM
9 4 (0.18%) Varnish
9 4 (0.18%) Virtual Servers
10 3 (0.14%) Active Directory
11 2 (0.091%) Hyper-V
11 2 (0.091%) Virtual Machines
12 1 (0.046%) Firmware
12 1 (0.046%) LXC
12 1 (0.046%) Microsoft Virtual Server
12 1 (0.046%) vSphere
Systems Management
1 883 (40.19%) Kubernetes
2 294 (13.38%) Terraform
3 189 (8.60%) Ansible
4 114 (5.19%) Prometheus
5 100 (4.55%) Grafana
6 99 (4.51%) Docker Swarm
7 57 (2.59%) Opscode Chef
8 49 (2.23%) Puppet
9 30 (1.37%) Graphite
9 30 (1.37%) Istio
9 30 (1.37%) Opsgenie
10 26 (1.18%) Graylog
11 23 (1.05%) Hadoop YARN
12 21 (0.96%) HAProxy
13 17 (0.77%) linkerd
13 17 (0.77%) Mesos
14 12 (0.55%) Consul
14 12 (0.55%) Kustomize
15 11 (0.50%) Kibana
16 10 (0.46%) ZABBIX
Vendors
1 236 (10.74%) Google
2 233 (10.61%) Microsoft
3 203 (9.24%) Oracle
4 101 (4.60%) Samsung
5 96 (4.37%) IBM
6 91 (4.14%) Cloudera
7 90 (4.10%) Talend
8 86 (3.91%) Hortonworks
9 73 (3.32%) Informatica
10 41 (1.87%) Databricks
11 39 (1.78%) Salesforce.com
12 30 (1.37%) Adobe
13 28 (1.27%) SAP
14 27 (1.23%) Splunk
14 27 (1.23%) Xamarin
15 24 (1.09%) Red Hat
16 19 (0.86%) VMware
17 17 (0.77%) Alibaba
17 17 (0.77%) GoldenSource
18 15 (0.68%) Instagram