Period
to 17 October 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 October 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 66 76 95
Rank change year-on-year +10 +19 -18
Permanent jobs citing NoSQL 2,391 803 1,840
As % of all permanent jobs advertised in London 4.78% 4.15% 3.36%
As % of the Database & Business Intelligence category 14.97% 14.45% 11.57%
Number of salaries quoted 1,115 677 1,611
10th Percentile £50,000 £47,000 £37,500
25th Percentile £62,500 £57,500 £52,500
Median annual salary (50th Percentile) £77,500 £70,000 £70,000
Median % change year-on-year +10.71% - +1.82%
75th Percentile £95,000 £87,500 £85,000
90th Percentile £110,000 £105,000 £100,000
England median annual salary £65,000 £60,000 £62,138
% change year-on-year +8.33% -3.44% +8.07%

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 15,969 5,556 15,902
As % of all permanent IT jobs advertised in London 31.91% 28.72% 29.07%
Number of salaries quoted 9,448 4,720 13,266
10th Percentile £45,000 £42,500 £37,500
25th Percentile £54,229 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £107,500 £105,000 £98,750
England median annual salary £58,500 £55,000 £52,500
% change year-on-year +6.36% +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 October 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 October 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 +10 255 £80,000 +14.29% 102
West London -38 54 £64,000 -11.72% 15
South London -17 27 £68,750 +34.15% 1
East London -15 18 £75,000 +15.38% 21
NoSQL
England

For the 6 months to 17 October 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 1,353 (56.59%) SQL
2 1,304 (54.54%) Agile Software Development
3 1,205 (50.40%) AWS
4 1,097 (45.88%) Microservices
5 1,076 (45.00%) Docker
6 905 (37.85%) Kubernetes
7 880 (36.80%) Java
8 878 (36.72%) Python
9 815 (34.09%) Azure
10 806 (33.71%) Software Engineering
11 775 (32.41%) JavaScript
12 707 (29.57%) Finance
13 685 (28.65%) React
14 684 (28.61%) MongoDB
15 649 (27.14%) C#
16 636 (26.60%) DevOps
17 610 (25.51%) Social Skills
18 600 (25.09%) GCP
19 599 (25.05%) Node.js
20 584 (24.42%) REST
21 563 (23.55%) Git (software)
22 526 (22.00%) Kafka
23 521 (21.79%) .NET
24 515 (21.54%) Full Stack Development
25 497 (20.79%) TDD
26 486 (20.33%) Degree
27 473 (19.78%) Relational Database
28 472 (19.74%) Test Automation
29 447 (18.70%) PostgreSQL
30 444 (18.57%) Spring

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
1 269 (11.25%) Apache Spark
2 267 (11.17%) Elasticsearch
3 107 (4.48%) Apache
4 82 (3.43%) nginx
5 80 (3.35%) CMS
6 70 (2.93%) Confluence
7 61 (2.55%) Apache Airflow
8 42 (1.76%) IIS
9 28 (1.17%) Luigi
9 28 (1.17%) Tornado
10 22 (0.92%) Apache Pig
10 22 (0.92%) Drupal
10 22 (0.92%) Tomcat
11 20 (0.84%) WordPress
12 19 (0.79%) Apache Solr
13 14 (0.59%) Camunda
14 12 (0.50%) Apache Pulsar
14 12 (0.50%) Cloud Foundry
15 11 (0.46%) Jupyter
16 10 (0.42%) Oracle SOA Suite
Applications
1 30 (1.25%) Adobe Illustrator
1 30 (1.25%) Photoshop
2 18 (0.75%) Microsoft Excel
3 15 (0.63%) GIMP
4 14 (0.59%) Microsoft PowerPoint
5 10 (0.42%) Adobe XD
5 10 (0.42%) Figma
5 10 (0.42%) SOLIDWORKS
6 8 (0.33%) MS Visio
7 6 (0.25%) Chatbot
8 5 (0.21%) Fireworks
9 2 (0.084%) Microsoft Office
10 1 (0.042%) CPLEX
10 1 (0.042%) Microsoft Project
10 1 (0.042%) Weka
Business Applications
1 10 (0.42%) Primavera
2 6 (0.25%) Summit
3 3 (0.13%) Magento
3 3 (0.13%) Oracle BPM
4 2 (0.084%) IBM Operational Decision Manager
4 2 (0.084%) IBM Planning Analytics
5 1 (0.042%) Dynamics CRM
Cloud Services
1 1,205 (50.40%) AWS
2 815 (34.09%) Azure
3 600 (25.09%) GCP
4 381 (15.93%) Serverless
5 248 (10.37%) GitHub
6 246 (10.29%) SaaS
7 176 (7.36%) AWS Lambda
8 114 (4.77%) Amazon S3
9 100 (4.18%) PaaS
10 95 (3.97%) Power Platform
11 89 (3.72%) OpenShift
12 88 (3.68%) Amazon EC2
13 81 (3.39%) Snowflake
14 72 (3.01%) Cloud Computing
15 71 (2.97%) Amazon Kinesis
16 64 (2.68%) AWS CloudFormation
17 62 (2.59%) Amazon SQS
18 56 (2.34%) Amazon EMR
19 54 (2.26%) Amazon Cognito
20 53 (2.22%) npm
Communications & Networking
1 253 (10.58%) HTTP
2 46 (1.92%) Firewall
3 44 (1.84%) TCP/IP
4 21 (0.88%) Internet
5 19 (0.79%) VPN
6 18 (0.75%) DNS
7 17 (0.71%) IPv4
8 14 (0.59%) MQTT
9 13 (0.54%) SSH
10 12 (0.50%) Broadband
10 12 (0.50%) IPv6
11 10 (0.42%) HTTPS
12 9 (0.38%) LAN
12 9 (0.38%) Network Security
12 9 (0.38%) SNMP
12 9 (0.38%) WAN
13 8 (0.33%) DHCP
13 8 (0.33%) SD-WAN
13 8 (0.33%) SMTP
14 7 (0.29%) VSAN
Database & Business Intelligence
1 684 (28.61%) MongoDB
2 473 (19.78%) Relational Database
3 447 (18.70%) PostgreSQL
4 353 (14.76%) MySQL
5 337 (14.09%) SQL Server
6 307 (12.84%) Big Data
7 306 (12.80%) Amazon DynamoDB
8 264 (11.04%) Redis
9 226 (9.45%) Hadoop
10 192 (8.03%) Data Warehouse
11 145 (6.06%) Apache Cassandra
11 145 (6.06%) RDBMS
12 112 (4.68%) Amazon Redshift
13 106 (4.43%) Data Lake
14 93 (3.89%) Power BI
15 91 (3.81%) Amazon Aurora
16 87 (3.64%) Amazon RDS
17 72 (3.01%) Neo4j
18 63 (2.63%) Tableau
19 62 (2.59%) BigQuery
Development Applications
1 563 (23.55%) Git (software)
2 407 (17.02%) Jenkins
3 183 (7.65%) JIRA
4 142 (5.94%) GitLab
5 139 (5.81%) Maven
6 132 (5.52%) TeamCity
7 120 (5.02%) Atlassian Bamboo
8 116 (4.85%) webpack
9 107 (4.48%) Octopus Deploy
10 98 (4.10%) JUnit
11 87 (3.64%) SonarQube
12 86 (3.60%) Mockito
13 71 (2.97%) Gradle
14 70 (2.93%) Bitbucket
15 63 (2.63%) Selenium
15 63 (2.63%) Vagrant
16 62 (2.59%) Cypress.io
17 50 (2.09%) SpecFlow
18 49 (2.05%) NUnit
18 49 (2.05%) Postman
General
1 707 (29.57%) Finance
2 610 (25.51%) Social Skills
3 210 (8.78%) Banking
4 198 (8.28%) Analytical Skills
5 193 (8.07%) Retail
6 159 (6.65%) Games
7 100 (4.18%) Presentation Skills
8 73 (3.05%) Inclusion and Diversity
9 68 (2.84%) Influencing Skills
10 67 (2.80%) Legal
11 61 (2.55%) Back Office
12 59 (2.47%) Investment Banking
13 53 (2.22%) Law
14 51 (2.13%) Marketing
15 48 (2.01%) Manufacturing
16 43 (1.80%) Publishing
17 42 (1.76%) Public Sector
18 36 (1.51%) Online Betting
19 31 (1.30%) Documentation Skills
20 27 (1.13%) Financial Institution
Job Titles
1 888 (37.14%) Developer
2 343 (14.35%) Software Engineer
3 267 (11.17%) Senior Developer
4 210 (8.78%) Java Developer
5 199 (8.32%) Full Stack Developer
6 173 (7.24%) Data Engineer
7 171 (7.15%) Senior Software Engineer
8 150 (6.27%) Architect
9 112 (4.68%) Technical Leader
10 106 (4.43%) Java Engineer
11 99 (4.14%) Backend Developer
12 94 (3.93%) Python Engineer
13 87 (3.64%) .NET Developer
14 76 (3.18%) Software Developer
15 70 (2.93%) Solutions Architect
16 68 (2.84%) Senior Java Developer
17 60 (2.51%) Senior Java Engineer
18 57 (2.38%) Data Architect
18 57 (2.38%) DevOps Engineer
19 52 (2.17%) Azure Engineer
Libraries, Frameworks & Software Standards
1 685 (28.65%) React
2 599 (25.05%) Node.js
3 584 (24.42%) REST
4 526 (22.00%) Kafka
5 521 (21.79%) .NET
6 444 (18.57%) AngularJS
6 444 (18.57%) Spring
7 438 (18.32%) RESTful
8 360 (15.06%) HTML
9 346 (14.47%) CSS
10 338 (14.14%) Spring Boot
11 306 (12.80%) GraphQL
12 291 (12.17%) Web Services
13 259 (10.83%) .NET Core
14 233 (9.74%) RabbitMQ
15 178 (7.44%) HTML5
16 156 (6.52%) OAuth
17 151 (6.32%) Redux
18 148 (6.19%) .NET Framework
19 117 (4.89%) CSS3
Miscellaneous
1 273 (11.42%) User Experience
2 146 (6.11%) Enterprise Software
3 121 (5.06%) Algorithms
4 117 (4.89%) Cloud Native
5 102 (4.27%) Blog
6 81 (3.39%) Mobile App
7 75 (3.14%) Greenfield Project
8 73 (3.05%) Data Structures
9 68 (2.84%) Self-Motivation
10 66 (2.76%) Virtual Team
11 59 (2.47%) Client/Server
12 49 (2.05%) Public Cloud
13 47 (1.97%) Hybrid Cloud
14 44 (1.84%) Online Games
15 39 (1.63%) Legacy Systems
16 38 (1.59%) Data Centre
17 33 (1.38%) Linux Command Line
17 33 (1.38%) Social Network
18 32 (1.34%) NHS
19 28 (1.17%) Management Information System
Operating Systems
1 269 (11.25%) Linux
2 111 (4.64%) Unix
3 106 (4.43%) Windows
4 55 (2.30%) Apple iOS
5 43 (1.80%) Android
6 24 (1.00%) Red Hat Enterprise Linux
7 15 (0.63%) VMS
8 6 (0.25%) Mac OS
9 5 (0.21%) CentOS
10 3 (0.13%) DC/OS
11 2 (0.084%) Embedded Linux
11 2 (0.084%) Windows Server
12 1 (0.042%) Mac OS X
Processes & Methodologies
1 1,304 (54.54%) Agile Software Development
2 1,097 (45.88%) Microservices
3 806 (33.71%) Software Engineering
4 636 (26.60%) DevOps
5 515 (21.54%) Full Stack Development
6 497 (20.79%) TDD
7 472 (19.74%) Test Automation
8 416 (17.40%) Analytics
9 415 (17.36%) Computer Science
10 401 (16.77%) Continuous Integration
11 361 (15.10%) Fintech
12 344 (14.39%) Scrum
13 330 (13.80%) Event-Driven
14 286 (11.96%) Problem-Solving
15 272 (11.38%) Open Source
16 269 (11.25%) Artificial Intelligence
17 268 (11.21%) Data Science
18 257 (10.75%) Mentoring
19 249 (10.41%) BDD
20 236 (9.87%) Event-Driven Architecture
Programming Languages
1 1,353 (56.59%) SQL
2 880 (36.80%) Java
3 878 (36.72%) Python
4 775 (32.41%) JavaScript
5 649 (27.14%) C#
6 428 (17.90%) TypeScript
7 253 (10.58%) Go
8 142 (5.94%) Scala
9 139 (5.81%) PHP
10 132 (5.52%) C++
11 117 (4.89%) Java 8
12 112 (4.68%) Kotlin
13 108 (4.52%) PowerShell
14 86 (3.60%) C
15 83 (3.47%) ES6
15 83 (3.47%) R
16 67 (2.80%) Ruby
17 54 (2.26%) Bash Shell
18 52 (2.17%) Rust
19 40 (1.67%) Perl
Qualifications
1 486 (20.33%) Degree
2 293 (12.25%) Computer Science Degree
3 130 (5.44%) Master's Degree
4 46 (1.92%) Numerate Degree
5 31 (1.30%) Security Cleared
6 24 (1.00%) PhD
7 15 (0.63%) SC Cleared
8 11 (0.46%) AWS Certification
9 9 (0.38%) ISTQB
10 8 (0.33%) DBS Check
11 5 (0.21%) ISEB
12 4 (0.17%) ISTQB Foundation Certification
12 4 (0.17%) MCSA
12 4 (0.17%) Microsoft Certification
12 4 (0.17%) PMI Certification
12 4 (0.17%) PMP
13 2 (0.084%) CCNA
13 2 (0.084%) Cisco Certification
13 2 (0.084%) TOGAF Certification
14 1 (0.042%) RHCE
Quality Assurance & Compliance
1 312 (13.05%) QA
2 84 (3.51%) GDPR
3 70 (2.93%) Data Quality
4 21 (0.88%) SLA
5 15 (0.63%) PSD2
6 13 (0.54%) Accessibility
7 9 (0.38%) ISO/IEC 27001
8 5 (0.21%) GRC
9 2 (0.084%) MiFID
10 1 (0.042%) PCI DSS
System Software
1 1,076 (45.00%) Docker
2 34 (1.42%) VirtualBox
3 25 (1.05%) Apache ZooKeeper
4 17 (0.71%) ISA Server
5 16 (0.67%) VMware Infrastructure
6 14 (0.59%) HDFS
7 13 (0.54%) Ceph
8 9 (0.38%) Varnish
8 9 (0.38%) Virtual Servers
8 9 (0.38%) VMware ESXi
9 7 (0.29%) KVM
10 5 (0.21%) Active Directory
11 3 (0.13%) Firmware
12 2 (0.084%) Apache Flume
12 2 (0.084%) vSphere
13 1 (0.042%) Hyper-V
13 1 (0.042%) Virtual Machines
Systems Management
1 905 (37.85%) Kubernetes
2 326 (13.63%) Terraform
3 175 (7.32%) Ansible
4 134 (5.60%) Prometheus
5 118 (4.94%) Grafana
6 67 (2.80%) Opscode Chef
7 56 (2.34%) Puppet
8 55 (2.30%) Docker Swarm
9 42 (1.76%) Opsgenie
10 38 (1.59%) Istio
11 33 (1.38%) Graphite
12 30 (1.25%) Graylog
13 29 (1.21%) HAProxy
14 28 (1.17%) Hadoop YARN
15 25 (1.05%) linkerd
16 21 (0.88%) Kibana
17 19 (0.79%) ZABBIX
18 18 (0.75%) logstash
19 15 (0.63%) Mesos
20 13 (0.54%) Consul
Vendors
1 262 (10.96%) Oracle
2 248 (10.37%) Microsoft
3 240 (10.04%) Google
4 98 (4.10%) Samsung
5 55 (2.30%) Cloudera
5 55 (2.30%) Hortonworks
6 54 (2.26%) IBM
6 54 (2.26%) Talend
7 52 (2.17%) Informatica
7 52 (2.17%) Xamarin
8 48 (2.01%) Databricks
9 44 (1.84%) Salesforce.com
10 37 (1.55%) New Relic
11 35 (1.46%) Splunk
12 33 (1.38%) Adobe
13 29 (1.21%) Red Hat
14 27 (1.13%) LexisNexis
15 26 (1.09%) SAP
16 19 (0.79%) VMware
17 16 (0.67%) ServiceNow