Period
to

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 18 August 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 77 66 75
Rank change year-on-year -11 +9 +14
Permanent jobs citing NoSQL 3,270 2,244 1,050
As % of all permanent jobs advertised in London 4.67% 4.86% 4.19%
As % of the Database & Business Intelligence category 15.22% 15.24% 14.80%
Number of salaries quoted 923 1,096 865
10th Percentile £52,500 £50,000 £46,250
25th Percentile £63,750 £60,000 £55,000
Median annual salary (50th Percentile) £80,294 £75,000 £72,500
Median % change year-on-year +7.06% +3.45% +3.57%
75th Percentile £97,500 £90,000 £91,250
90th Percentile £115,000 £107,500 £106,250
England median annual salary £70,735 £65,000 £62,500
% change year-on-year +8.82% +4.00% -

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 21,479 14,724 7,094
As % of all permanent IT jobs advertised in London 30.66% 31.89% 28.30%
Number of salaries quoted 8,925 8,700 5,765
10th Percentile £45,000 £43,750 £42,500
25th Percentile £55,000 £53,750 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £70,000
Median % change year-on-year +3.57% - +7.69%
75th Percentile £91,250 £88,750 £86,250
90th Percentile £110,000 £105,000 £102,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 18 August 2022.

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 18 August 2022. 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
Jobs
Central London -46 218 £87,500 +13.64% 58
West London +2 97 £80,000 +23.08% 14
South London +7 70 £60,305 -10.66% 2
East London -31 20 £85,000 +13.33% 13
North London -17 9 - - 3
NoSQL
England

For the 6 months to 18 August 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 London region with a requirement for NoSQL.

1 2,218 (67.83%) AWS
2 2,135 (65.29%) Agile
3 1,940 (59.33%) SQL
4 1,630 (49.85%) Python
5 1,514 (46.30%) CI/CD
6 1,486 (45.44%) Microservices
7 1,443 (44.13%) Java
8 1,376 (42.08%) Azure
9 1,334 (40.80%) Finance
10 1,298 (39.69%) Kubernetes
11 1,263 (38.62%) Docker
12 1,178 (36.02%) Software Engineering
13 1,036 (31.68%) GCP
14 1,020 (31.19%) JavaScript
15 969 (29.63%) DevOps
16 917 (28.04%) Git (software)
17 894 (27.34%) Test Automation
18 883 (27.00%) React
19 871 (26.64%) MongoDB
20 859 (26.27%) Kafka
21 810 (24.77%) RESTful
22 801 (24.50%) Node.js
23 778 (23.79%) TDD
24 709 (21.68%) Serverless
25 654 (20.00%) Terraform
26 646 (19.76%) .NET
27 644 (19.69%) Social Skills
28 624 (19.08%) Scrum
29 623 (19.05%) REST
30 617 (18.87%) 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
1 504 (15.41%) Apache Spark
2 201 (6.15%) Apache Airflow
3 115 (3.52%) Apache
4 88 (2.69%) Confluence
5 79 (2.42%) Apache Pulsar
6 72 (2.20%) nginx
7 64 (1.96%) CMS
8 53 (1.62%) Headless CMS
9 47 (1.44%) Tornado
10 33 (1.01%) Oracle Workflow
11 23 (0.70%) Luigi
12 22 (0.67%) OpenStack
13 20 (0.61%) Apache Solr
14 19 (0.58%) Apache Pig
14 19 (0.58%) Tomcat
15 13 (0.40%) Anypoint
15 13 (0.40%) Mule
16 11 (0.34%) Jupyter
17 9 (0.28%) IIS
17 9 (0.28%) Sitecore CMS
Applications
1 29 (0.89%) Chatbot
2 20 (0.61%) MS Visio
3 10 (0.31%) Microsoft Excel
3 10 (0.31%) Microsoft Office
4 5 (0.15%) Microsoft Project
5 4 (0.12%) AutoCAD
5 4 (0.12%) Revit
5 4 (0.12%) SPSS
6 2 (0.061%) Stata
7 1 (0.031%) Microsoft PowerPoint
Business Applications
1 19 (0.58%) Payment Gateway
2 16 (0.49%) Oracle BPM
3 9 (0.28%) Distributed Ledger
3 9 (0.28%) Magento
4 6 (0.18%) R3 Corda
4 6 (0.18%) SAP Oil and Gas
4 6 (0.18%) Temenos T24
5 2 (0.061%) Primavera
6 1 (0.031%) Dynamics CRM
6 1 (0.031%) Maximo
Cloud Services
1 2,218 (67.83%) AWS
2 1,376 (42.08%) Azure
3 1,036 (31.68%) GCP
4 709 (21.68%) Serverless
5 370 (11.31%) AWS Lambda
6 314 (9.60%) GitHub
7 277 (8.47%) SaaS
8 188 (5.75%) OpenShift
9 173 (5.29%) Amazon S3
10 169 (5.17%) Snowflake
11 155 (4.74%) Cloud Computing
12 152 (4.65%) Azure DevOps
13 136 (4.16%) dbt
14 133 (4.07%) Amazon Kinesis
15 128 (3.91%) Cloud Functions
16 113 (3.46%) Amazon SQS
16 113 (3.46%) Google Kubernetes Engine
17 104 (3.18%) Azure Cosmos DB
18 100 (3.06%) Amazon ECS
18 100 (3.06%) Power Platform
Communications & Networking
1 244 (7.46%) HTTP
2 182 (5.57%) Internet
3 42 (1.28%) Firewall
4 30 (0.92%) SMS
5 29 (0.89%) Broadband
6 27 (0.83%) MQTT
7 14 (0.43%) SSH
7 14 (0.43%) TCP/IP
7 14 (0.43%) VPN
8 10 (0.31%) Intranet
9 9 (0.28%) Extranet
9 9 (0.28%) SSL
10 7 (0.21%) DNS
11 6 (0.18%) BGP
11 6 (0.18%) Cisco IOS
11 6 (0.18%) IOS XR
11 6 (0.18%) MPLS
12 5 (0.15%) FTP
13 4 (0.12%) WAN
14 3 (0.092%) LAN
Database & Business Intelligence
1 871 (26.64%) MongoDB
2 558 (17.06%) Relational Database
3 530 (16.21%) PostgreSQL
4 496 (15.17%) SQL Server
5 474 (14.50%) Big Data
6 468 (14.31%) MySQL
7 408 (12.48%) Apache Cassandra
8 382 (11.68%) Hadoop
9 277 (8.47%) Data Warehouse
10 276 (8.44%) DynamoDB
11 259 (7.92%) Flink
12 222 (6.79%) Data Lake
13 214 (6.54%) Elasticsearch
14 202 (6.18%) RDBMS
15 200 (6.12%) Amazon Redshift
16 179 (5.47%) Redis
17 158 (4.83%) BigQuery
18 157 (4.80%) HBase
19 123 (3.76%) Apache Hive
20 111 (3.39%) Amazon Athena
Development Applications
1 917 (28.04%) Git (software)
2 548 (16.76%) Jenkins
3 408 (12.48%) Maven
4 281 (8.59%) JIRA
5 266 (8.13%) Gradle
6 230 (7.03%) GitLab
7 153 (4.68%) JUnit
8 141 (4.31%) Mockito
9 140 (4.28%) Ant
10 129 (3.94%) Subversion
11 110 (3.36%) Octopus Deploy
12 96 (2.94%) TeamCity
13 92 (2.81%) Atlassian Bamboo
14 85 (2.60%) Cypress.io
15 84 (2.57%) CircleCI
16 82 (2.51%) Bitbucket
17 68 (2.08%) Selenium
18 61 (1.87%) webpack
19 60 (1.83%) JMeter
20 54 (1.65%) Cucumber
General
1 1,334 (40.80%) Finance
2 644 (19.69%) Social Skills
3 450 (13.76%) Banking
4 395 (12.08%) Inclusion and Diversity
5 381 (11.65%) Games
6 352 (10.76%) Analytical Skills
7 311 (9.51%) Retail
8 164 (5.02%) Marketing
9 141 (4.31%) Manufacturing
10 100 (3.06%) Telecoms
11 93 (2.84%) Legal
12 82 (2.51%) Law
13 80 (2.45%) Public Sector
14 78 (2.39%) Back Office
15 76 (2.32%) Organisational Skills
16 61 (1.87%) Automotive
17 55 (1.68%) Online Betting
18 52 (1.59%) Presentation Skills
19 36 (1.10%) Front Office
20 32 (0.98%) Retail Banking
Job Titles
1 1,110 (33.94%) Developer
2 612 (18.72%) Software Engineer
3 329 (10.06%) Java Developer
4 313 (9.57%) Data Engineer
5 292 (8.93%) Senior Developer
6 265 (8.10%) Java Engineer
7 260 (7.95%) Senior Software Engineer
8 216 (6.61%) Full Stack Developer
9 205 (6.27%) DevOps Engineer
10 194 (5.93%) Architect
11 171 (5.23%) Senior Java Engineer
12 152 (4.65%) Backend Developer
13 118 (3.61%) Lead Developer
14 107 (3.27%) Senior DevOps
15 106 (3.24%) Senior DevOps Engineer
16 96 (2.94%) .NET Developer
17 93 (2.84%) Senior Java Developer
18 86 (2.63%) Python Developer
19 81 (2.48%) Senior Data Engineer
19 81 (2.48%) Software Developer
Libraries, Frameworks & Software Standards
1 883 (27.00%) React
2 859 (26.27%) Kafka
3 810 (24.77%) RESTful
4 801 (24.50%) Node.js
5 646 (19.76%) .NET
6 623 (19.05%) REST
7 617 (18.87%) Spring
8 378 (11.56%) Spring Boot
9 354 (10.83%) CSS
10 352 (10.76%) Web Services
11 339 (10.37%) RabbitMQ
12 329 (10.06%) AngularJS
13 323 (9.88%) HTML
14 299 (9.14%) ASP.NET
15 279 (8.53%) GraphQL
16 190 (5.81%) .NET Core
17 161 (4.92%) OAuth
18 153 (4.68%) .NET Framework
19 149 (4.56%) Vue.js
20 145 (4.43%) Jest
Miscellaneous
1 343 (10.49%) Algorithms
2 306 (9.36%) Data Structures
3 279 (8.53%) User Experience
4 269 (8.23%) Cloud Native
5 196 (5.99%) Mobile App
6 191 (5.84%) Greenfield Project
7 175 (5.35%) Blog
8 149 (4.56%) Hackathon
9 145 (4.43%) Linux Command Line
10 128 (3.91%) Life Science
10 128 (3.91%) Social Network
11 119 (3.64%) Public Cloud
12 113 (3.46%) Virtual Team
13 94 (2.87%) Enterprise Software
14 89 (2.72%) FMCG
15 79 (2.42%) Self-Motivation
16 64 (1.96%) Hedge funds
17 61 (1.87%) Social Media
18 56 (1.71%) Legacy Systems
18 56 (1.71%) Sports Betting
Operating Systems
1 327 (10.00%) Linux
2 286 (8.75%) Unix
3 98 (3.00%) Android
4 88 (2.69%) Apple iOS
5 82 (2.51%) Windows
6 27 (0.83%) CentOS
7 16 (0.49%) Windows Server
8 13 (0.40%) Mac OS X
8 13 (0.40%) Red Hat Enterprise Linux
9 10 (0.31%) Ubuntu
10 4 (0.12%) Alpine Linux
10 4 (0.12%) Amazon Linux
10 4 (0.12%) VMS
11 2 (0.061%) Kali Linux
11 2 (0.061%) Mac OS
12 1 (0.031%) Debian
12 1 (0.031%) FreeBSD
12 1 (0.031%) Windows Server 2016
Processes & Methodologies
1 2,135 (65.29%) Agile
2 1,514 (46.30%) CI/CD
3 1,486 (45.44%) Microservices
4 1,178 (36.02%) Software Engineering
5 969 (29.63%) DevOps
6 894 (27.34%) Test Automation
7 778 (23.79%) TDD
8 624 (19.08%) Scrum
9 603 (18.44%) Problem-Solving
10 598 (18.29%) Data Science
11 561 (17.16%) Full Stack Development
12 557 (17.03%) Analytics
13 556 (17.00%) Continuous Integration
14 515 (15.75%) Event-Driven
15 471 (14.40%) OOP
16 464 (14.19%) BDD
17 460 (14.07%) Mentoring
18 444 (13.58%) Computer Science
19 426 (13.03%) SDLC
20 421 (12.87%) Containerisation
Programming Languages
1 1,940 (59.33%) SQL
2 1,630 (49.85%) Python
3 1,443 (44.13%) Java
4 1,020 (31.19%) JavaScript
5 614 (18.78%) C#
6 511 (15.63%) TypeScript
7 368 (11.25%) Go
8 292 (8.93%) PowerShell
9 285 (8.72%) Scala
10 263 (8.04%) Bash
11 238 (7.28%) Ruby
12 206 (6.30%) Shell Script
13 201 (6.15%) PHP
14 160 (4.89%) Perl
15 151 (4.62%) Groovy
16 129 (3.94%) Kotlin
17 97 (2.97%) C
17 97 (2.97%) C++
18 87 (2.66%) R
19 73 (2.23%) ES6
Qualifications
1 548 (16.76%) Degree
2 315 (9.63%) Computer Science Degree
3 74 (2.26%) Master's Degree
4 35 (1.07%) Azure Certification
5 28 (0.86%) AWS Certification
5 28 (0.86%) Numerate Degree
5 28 (0.86%) Security Cleared
6 19 (0.58%) PhD
7 16 (0.49%) SC Cleared
8 8 (0.24%) Cisco Certification
8 8 (0.24%) CISSP
8 8 (0.24%) MCP
9 7 (0.21%) BPSS Clearance
10 6 (0.18%) CCIE
10 6 (0.18%) CCIE Data Center
10 6 (0.18%) CCIE Service Provider
10 6 (0.18%) CCNP
10 6 (0.18%) CSSLP
10 6 (0.18%) DBS Check
10 6 (0.18%) TOGAF Certification
Quality Assurance & Compliance
1 450 (13.76%) QA
2 90 (2.75%) Data Quality
3 54 (1.65%) GDPR
4 39 (1.19%) SLA
5 19 (0.58%) Accessibility
6 16 (0.49%) NIST
6 16 (0.49%) PCI DSS
7 15 (0.46%) ISO/IEC 27001
8 2 (0.061%) Sarbanes-Oxley
9 1 (0.031%) ISO 20022
9 1 (0.031%) MiFID
System Software
1 1,263 (38.62%) Docker
2 98 (3.00%) Apache Flume
3 78 (2.39%) Apache ZooKeeper
4 21 (0.64%) VMware Infrastructure
4 21 (0.64%) zsh
5 9 (0.28%) Firmware
5 9 (0.28%) HDFS
6 8 (0.24%) Active Directory
7 5 (0.15%) ISA Server
8 3 (0.092%) Virtual Machines
9 2 (0.061%) etcd
9 2 (0.061%) VirtualBox
10 1 (0.031%) LXC
Systems Management
1 1,298 (39.69%) Kubernetes
2 654 (20.00%) Terraform
3 264 (8.07%) Ansible
4 92 (2.81%) Opscode Chef
5 91 (2.78%) Oozie
5 91 (2.78%) Prometheus
6 88 (2.69%) Grafana
7 70 (2.14%) Puppet
8 43 (1.31%) HAProxy
9 31 (0.95%) Docker Swarm
10 25 (0.76%) Rancher
11 24 (0.73%) Kibana
12 23 (0.70%) logstash
12 23 (0.70%) ZABBIX
13 22 (0.67%) MIIS
13 22 (0.67%) Opsgenie
13 22 (0.67%) Pingdom
13 22 (0.67%) Single Sign-On
14 13 (0.40%) CloudHub
15 12 (0.37%) CA Service Virtualization
Vendors
1 505 (15.44%) Google
2 412 (12.60%) Microsoft
3 297 (9.08%) Oracle
4 156 (4.77%) Databricks
5 110 (3.36%) Cloudera
6 89 (2.72%) Samsung
7 88 (2.69%) Facebook
8 80 (2.45%) Splunk
9 56 (1.71%) Teradata
10 43 (1.31%) Snapchat
11 39 (1.19%) TrueLayer
12 37 (1.13%) Cisco
13 35 (1.07%) New Relic
14 32 (0.98%) Revolut
15 31 (0.95%) Atlassian
16 29 (0.89%) VMware
17 27 (0.83%) F5
18 25 (0.76%) Informatica
19 24 (0.73%) Dell
19 24 (0.73%) Tencent