Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 75 84 94
Rank change year-on-year +9 +10 -20
Permanent jobs citing NoSQL 2,092 915 1,775
As % of all permanent jobs advertised in London 4.07% 3.75% 3.49%
As % of the Database & Business Intelligence category 13.74% 13.19% 12.25%
Number of salaries quoted 933 771 1,509
10th Percentile £53,750 £48,500 £42,129
25th Percentile £65,000 £57,500 £53,750
Median annual salary (50th Percentile) £80,000 £70,000 £70,000
Median % change year-on-year +14.29% - -
75th Percentile £97,500 £85,000 £87,500
90th Percentile £110,000 £96,250 £115,000
England median annual salary £70,000 £60,000 £62,500
% change year-on-year +16.67% -4.00% +4.17%

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 15,231 6,936 14,487
As % of all permanent IT jobs advertised in London 29.62% 28.44% 28.44%
Number of salaries quoted 9,116 5,953 12,043
10th Percentile £45,000 £42,500 £38,250
25th Percentile £55,000 £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 £85,000 £85,000
90th Percentile £107,500 £100,000 £105,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +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 27 January 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 27 January 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 -6 240 £80,000 +10.34% 81
West London -27 62 £67,500 +8.00% 29
South London -31 21 £73,750 +41.83% 3
East London -32 10 £95,000 +46.15% 18
NoSQL
England

For the 6 months to 27 January 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 1,152 (55.07%) Agile Software Development
2 1,146 (54.78%) SQL
3 1,126 (53.82%) AWS
4 890 (42.54%) Microservices
5 842 (40.25%) Java
6 814 (38.91%) Python
7 807 (38.58%) Docker
8 793 (37.91%) CI/CD
9 741 (35.42%) Software Engineering
10 723 (34.56%) Azure
11 707 (33.80%) JavaScript
12 692 (33.08%) Kubernetes
13 630 (30.11%) Finance
14 614 (29.35%) React
15 599 (28.63%) MongoDB
16 589 (28.15%) GCP
17 576 (27.53%) DevOps
18 573 (27.39%) Node.js
19 507 (24.24%) Social Skills
20 473 (22.61%) C#
21 471 (22.51%) Full Stack Development
22 460 (21.99%) TDD
23 452 (21.61%) Git (software)
24 441 (21.08%) Kafka
24 441 (21.08%) TypeScript
25 430 (20.55%) Test Automation
26 426 (20.36%) REST
27 417 (19.93%) Spring
28 404 (19.31%) Relational Database
29 399 (19.07%) 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
1 254 (12.14%) Apache Spark
2 252 (12.05%) Elasticsearch
3 107 (5.11%) Apache
4 85 (4.06%) CMS
5 73 (3.49%) Apache Airflow
6 69 (3.30%) nginx
7 63 (3.01%) Confluence
8 36 (1.72%) IIS
9 23 (1.10%) Luigi
9 23 (1.10%) Tomcat
10 18 (0.86%) Apache Pig
10 18 (0.86%) SAS
11 16 (0.76%) Drupal
12 15 (0.72%) Apache Pulsar
13 14 (0.67%) Camunda
13 14 (0.67%) WebLogic
14 13 (0.62%) Headless CMS
14 13 (0.62%) Tornado
14 13 (0.62%) Traefik
15 9 (0.43%) Jupyter
Applications
1 20 (0.96%) Chatbot
2 10 (0.48%) MS Visio
3 9 (0.43%) Microsoft Excel
4 5 (0.24%) Microsoft PowerPoint
5 2 (0.096%) Adobe Illustrator
5 2 (0.096%) Adobe XD
5 2 (0.096%) Photoshop
6 1 (0.048%) InDesign
Business Applications
1 9 (0.43%) Oracle BPM
2 7 (0.33%) Magento
3 5 (0.24%) Temenos T24
4 3 (0.14%) Loan IQ
5 1 (0.048%) IBM Operational Decision Manager
5 1 (0.048%) IBM Planning Analytics
5 1 (0.048%) Oracle ERP
5 1 (0.048%) SAP Hybris
Cloud Services
1 1,126 (53.82%) AWS
2 723 (34.56%) Azure
3 589 (28.15%) GCP
4 371 (17.73%) Serverless
5 211 (10.09%) SaaS
6 195 (9.32%) GitHub
7 183 (8.75%) AWS Lambda
8 124 (5.93%) Amazon S3
9 96 (4.59%) Amazon SQS
10 94 (4.49%) Snowflake
11 91 (4.35%) Amazon Kinesis
12 84 (4.02%) Cloud Computing
13 83 (3.97%) AWS CloudFormation
14 70 (3.35%) Power Platform
15 65 (3.11%) Amazon EC2
16 57 (2.72%) PaaS
17 56 (2.68%) OpenShift
18 54 (2.58%) Amazon ECS
18 54 (2.58%) npm
19 52 (2.49%) Azure Functions
Communications & Networking
1 176 (8.41%) HTTP
2 26 (1.24%) Broadband
3 21 (1.00%) Firewall
3 21 (1.00%) TCP/IP
4 18 (0.86%) SSH
5 15 (0.72%) DNS
5 15 (0.72%) Internet
5 15 (0.72%) MQTT
6 11 (0.53%) IPv6
7 8 (0.38%) DHCP
7 8 (0.38%) HTTPS
7 8 (0.38%) VPN
8 7 (0.33%) 5G
8 7 (0.33%) RTSP
8 7 (0.33%) UPnP
9 6 (0.29%) WAN
10 5 (0.24%) SAN
10 5 (0.24%) SNMP
10 5 (0.24%) SSL
11 4 (0.19%) WPA
Database & Business Intelligence
1 599 (28.63%) MongoDB
2 404 (19.31%) Relational Database
3 360 (17.21%) PostgreSQL
4 303 (14.48%) Big Data
5 297 (14.20%) MySQL
6 249 (11.90%) Amazon DynamoDB
7 244 (11.66%) SQL Server
8 232 (11.09%) Hadoop
9 231 (11.04%) Redis
10 164 (7.84%) Data Warehouse
11 161 (7.70%) Apache Cassandra
12 139 (6.64%) RDBMS
13 131 (6.26%) Data Lake
14 104 (4.97%) Amazon Redshift
15 100 (4.78%) BigQuery
16 70 (3.35%) Power BI
17 67 (3.20%) Amazon Aurora
18 64 (3.06%) Couchbase
19 61 (2.92%) Amazon RDS
20 56 (2.68%) Blockchain
Development Applications
1 452 (21.61%) Git (software)
2 389 (18.59%) Jenkins
3 136 (6.50%) Maven
4 111 (5.31%) JUnit
5 108 (5.16%) JIRA
6 98 (4.68%) GitLab
7 86 (4.11%) Mockito
8 77 (3.68%) Bitbucket
9 75 (3.59%) Gradle
10 69 (3.30%) webpack
11 66 (3.15%) Atlassian Bamboo
12 57 (2.72%) Octopus Deploy
13 53 (2.53%) TeamCity
14 48 (2.29%) Cypress.io
15 44 (2.10%) Postman
16 43 (2.06%) Sonatype Nexus
17 42 (2.01%) SonarQube
18 40 (1.91%) CircleCI
18 40 (1.91%) Selenium
19 34 (1.63%) JMeter
General
1 630 (30.11%) Finance
2 507 (24.24%) Social Skills
3 232 (11.09%) Banking
4 181 (8.65%) Retail
5 157 (7.50%) Games
6 156 (7.46%) Analytical Skills
7 143 (6.84%) Inclusion and Diversity
8 65 (3.11%) Marketing
9 54 (2.58%) Telecoms
10 53 (2.53%) Presentation Skills
11 52 (2.49%) Investment Banking
12 51 (2.44%) Public Sector
13 38 (1.82%) Back Office
14 37 (1.77%) Legal
15 31 (1.48%) Influencing Skills
16 30 (1.43%) Publishing
17 29 (1.39%) Advertising
18 26 (1.24%) Financial Institution
18 26 (1.24%) Law
19 23 (1.10%) Front Office
Job Titles
1 783 (37.43%) Developer
2 402 (19.22%) Software Engineer
3 246 (11.76%) Senior Developer
4 218 (10.42%) Java Developer
5 186 (8.89%) Data Engineer
6 179 (8.56%) Full Stack Developer
7 167 (7.98%) Senior Software Engineer
8 130 (6.21%) Architect
9 97 (4.64%) Backend Developer
10 93 (4.45%) Java Engineer
11 92 (4.40%) .NET Developer
12 71 (3.39%) Senior Java Developer
12 71 (3.39%) Technical Leader
13 69 (3.30%) Senior Full Stack Developer
14 64 (3.06%) DevOps Engineer
15 62 (2.96%) Data Architect
15 62 (2.96%) Solutions Architect
16 57 (2.72%) Lead Developer
17 55 (2.63%) Java Software Engineer
18 49 (2.34%) Python Engineer
Libraries, Frameworks & Software Standards
1 614 (29.35%) React
2 573 (27.39%) Node.js
3 441 (21.08%) Kafka
4 426 (20.36%) REST
5 417 (19.93%) Spring
6 399 (19.07%) RESTful
7 390 (18.64%) .NET
8 359 (17.16%) AngularJS
9 295 (14.10%) Spring Boot
10 259 (12.38%) HTML
11 248 (11.85%) CSS
11 248 (11.85%) Web Services
12 219 (10.47%) RabbitMQ
13 212 (10.13%) GraphQL
14 152 (7.27%) .NET Core
15 146 (6.98%) .NET Framework
16 139 (6.64%) HTML5
17 133 (6.36%) OAuth
18 108 (5.16%) SOAP
19 106 (5.07%) Vue.js
Miscellaneous
1 199 (9.51%) User Experience
2 132 (6.31%) Cloud Native
3 106 (5.07%) Blog
4 99 (4.73%) Mobile App
5 95 (4.54%) Algorithms
6 90 (4.30%) Enterprise Software
7 80 (3.82%) Greenfield Project
8 65 (3.11%) Data Structures
9 56 (2.68%) Self-Motivation
10 50 (2.39%) Public Cloud
11 46 (2.20%) Social Network
12 38 (1.82%) Virtual Team
13 30 (1.43%) Linux Command Line
14 28 (1.34%) Online Games
15 26 (1.24%) Hedge funds
16 25 (1.20%) Legacy Systems
17 24 (1.15%) FMCG
18 23 (1.10%) e-Learning
18 23 (1.10%) Social Media
19 22 (1.05%) Replication
Operating Systems
1 209 (9.99%) Linux
2 113 (5.40%) Windows
3 95 (4.54%) Unix
4 88 (4.21%) Apple iOS
5 76 (3.63%) Android
6 24 (1.15%) Red Hat Enterprise Linux
7 23 (1.10%) Windows Server
8 12 (0.57%) VMS
9 10 (0.48%) Ubuntu
10 8 (0.38%) Mac OS
11 7 (0.33%) CentOS
12 3 (0.14%) DC/OS
13 2 (0.096%) Mac OS X
Processes & Methodologies
1 1,152 (55.07%) Agile Software Development
2 890 (42.54%) Microservices
3 793 (37.91%) CI/CD
4 741 (35.42%) Software Engineering
5 576 (27.53%) DevOps
6 471 (22.51%) Full Stack Development
7 460 (21.99%) TDD
8 430 (20.55%) Test Automation
9 376 (17.97%) Analytics
10 357 (17.07%) Continuous Integration
11 328 (15.68%) Computer Science
12 307 (14.67%) Data Science
13 298 (14.24%) Scrum
14 294 (14.05%) Problem-Solving
15 288 (13.77%) Event-Driven
16 283 (13.53%) Fintech
17 275 (13.15%) Mentoring
18 253 (12.09%) ETL
19 251 (12.00%) Machine Learning
20 227 (10.85%) Open Source
Programming Languages
1 1,146 (54.78%) SQL
2 842 (40.25%) Java
3 814 (38.91%) Python
4 707 (33.80%) JavaScript
5 473 (22.61%) C#
6 441 (21.08%) TypeScript
7 184 (8.80%) Go
8 150 (7.17%) Scala
9 111 (5.31%) Java 8
10 107 (5.11%) PowerShell
11 93 (4.45%) Bash
12 92 (4.40%) ES6
13 91 (4.35%) PHP
14 81 (3.87%) Groovy
15 77 (3.68%) Ruby
16 76 (3.63%) C++
16 76 (3.63%) Kotlin
17 70 (3.35%) R
18 45 (2.15%) Rust
19 30 (1.43%) C
Qualifications
1 385 (18.40%) Degree
2 231 (11.04%) Computer Science Degree
3 72 (3.44%) Master's Degree
4 42 (2.01%) Numerate Degree
5 26 (1.24%) Security Cleared
6 14 (0.67%) AWS Certification
7 13 (0.62%) PhD
8 12 (0.57%) SC Cleared
9 11 (0.53%) Microsoft Certification
10 10 (0.48%) ISTQB
11 6 (0.29%) MCSE
12 5 (0.24%) ISEB
12 5 (0.24%) ISTQB Foundation Certification
13 4 (0.19%) CCNA
13 4 (0.19%) Cisco Certification
13 4 (0.19%) OCPJP
13 4 (0.19%) Oracle Certification
13 4 (0.19%) Sun Certification
13 4 (0.19%) VMware Certified Professional (VCP)
14 3 (0.14%) MCSA
Quality Assurance & Compliance
1 259 (12.38%) QA
2 71 (3.39%) Data Quality
3 50 (2.39%) GDPR
4 28 (1.34%) SLA
5 10 (0.48%) Accessibility
6 6 (0.29%) PSD2
7 3 (0.14%) GRC
7 3 (0.14%) ISO/IEC 27001
8 2 (0.096%) NIST
9 1 (0.048%) HIPAA
9 1 (0.048%) PCI DSS
9 1 (0.048%) Sarbanes-Oxley
System Software
1 807 (38.58%) Docker
2 41 (1.96%) Apache ZooKeeper
3 22 (1.05%) VMware Infrastructure
4 16 (0.76%) Apache Flume
5 10 (0.48%) ISA Server
6 9 (0.43%) VirtualBox
7 8 (0.38%) Active Directory
7 8 (0.38%) HDFS
8 6 (0.29%) Virtual Servers
9 5 (0.24%) Firmware
9 5 (0.24%) Varnish
10 2 (0.096%) VMware ESXi
11 1 (0.048%) Ceph
11 1 (0.048%) KVM
11 1 (0.048%) Virtual Machines
11 1 (0.048%) vSphere
Systems Management
1 692 (33.08%) Kubernetes
2 331 (15.82%) Terraform
3 162 (7.74%) Ansible
4 113 (5.40%) Prometheus
5 98 (4.68%) Grafana
6 65 (3.11%) Puppet
7 60 (2.87%) Opscode Chef
8 31 (1.48%) Hadoop YARN
9 25 (1.20%) Oozie
10 24 (1.15%) Kibana
10 24 (1.15%) Opsgenie
11 23 (1.10%) Istio
12 22 (1.05%) Docker Swarm
13 21 (1.00%) Consul
14 19 (0.91%) Rancher
15 18 (0.86%) logstash
16 16 (0.76%) HAProxy
16 16 (0.76%) Single Sign-On
16 16 (0.76%) ZABBIX
17 15 (0.72%) Pingdom
Vendors
1 247 (11.81%) Google
2 215 (10.28%) Oracle
3 178 (8.51%) Microsoft
4 63 (3.01%) Databricks
5 49 (2.34%) Cloudera
6 44 (2.10%) Talend
7 42 (2.01%) Informatica
8 40 (1.91%) Salesforce.com
9 39 (1.86%) Splunk
10 35 (1.67%) Hortonworks
11 31 (1.48%) Samsung
12 30 (1.43%) New Relic
13 29 (1.39%) Xamarin
14 23 (1.10%) Facebook
14 23 (1.10%) MuleSoft
15 22 (1.05%) VMware
16 21 (1.00%) LexisNexis
17 19 (0.91%) Cognizant
18 16 (0.76%) Palantir
19 15 (0.72%) Sun