Period
to 2 July 2020

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 2 July 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
2 Jul 2020
Same period 2019 Same period 2018
Rank 77 85 69
Rank change year-on-year +8 -16 +5
Permanent jobs citing NoSQL 1,332 2,108 2,987
As % of all permanent jobs advertised in London 4.04% 3.61% 4.19%
As % of the Database & Business Intelligence category 14.55% 12.64% 13.30%
Number of salaries quoted 1,195 1,974 2,414
Median annual salary £72,500 £70,000 £70,000
Median salary % change year-on-year +3.57% - +7.69%
10th Percentile £47,500 £37,500 £43,225
90th Percentile £110,000 £102,500 £93,750
England median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% -

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 9,155 16,674 22,458
As % of all permanent IT jobs advertised in London 27.77% 28.52% 31.47%
Number of salaries quoted 7,425 13,917 17,781
Median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% -
10th Percentile £41,250 £38,750 £37,500
90th Percentile £102,500 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 2 July 2020.

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 2 July 2020. 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 +9 283 £75,000 +7.14% 27
West London +81 66 £62,500 +4.17% 8
South London +48 44 £60,000 -20.00% 5
East London +32 26 £65,000 -11.86% 4
NoSQL
England

For the 6 months to 2 July 2020, 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.

1 766 (57.51%) Agile Software Development
2 727 (54.58%) SQL
3 654 (49.10%) Java
4 631 (47.37%) AWS
5 569 (42.72%) Python
6 550 (41.29%) Microservices
7 483 (36.26%) JavaScript
8 482 (36.19%) Azure
9 463 (34.76%) Docker
10 415 (31.16%) Kubernetes
11 385 (28.90%) TDD
12 382 (28.68%) Finance
13 354 (26.58%) Software Engineering
14 330 (24.77%) C#
15 324 (24.32%) DevOps
16 322 (24.17%) .NET
17 320 (24.02%) React
18 309 (23.20%) MongoDB
19 304 (22.82%) AngularJS
20 290 (21.77%) Node.js
21 289 (21.70%) SQL Server
22 284 (21.32%) Git (software)
23 247 (18.54%) Analytics
24 237 (17.79%) Linux
25 229 (17.19%) GCP
26 223 (16.74%) Scrum
27 218 (16.37%) Big Data
28 217 (16.29%) Kafka
29 211 (15.84%) Hadoop
30 209 (15.69%) BDD

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
1 206 (15.47%) Apache Spark
2 134 (10.06%) Elasticsearch
3 54 (4.05%) Apache
4 46 (3.45%) Confluence
5 38 (2.85%) Apache Airflow
6 23 (1.73%) Luigi
7 20 (1.50%) Tomcat
8 15 (1.13%) Cloud Foundry
9 10 (0.75%) nginx
10 8 (0.60%) Ethereum
11 7 (0.53%) CMS
11 7 (0.53%) SAS
12 6 (0.45%) Apache Pig
13 4 (0.30%) Apache Solr
13 4 (0.30%) WordPress
14 3 (0.23%) Drupal
14 3 (0.23%) Jetty
14 3 (0.23%) Jupyter
14 3 (0.23%) WebSphere
15 2 (0.15%) Tornado
Applications
1 31 (2.33%) Microsoft Excel
2 5 (0.38%) Microsoft PowerPoint
2 5 (0.38%) MS Visio
3 2 (0.15%) SPSS
4 1 (0.075%) Adobe Premiere
4 1 (0.075%) Microsoft Office
Business Applications
1 11 (0.83%) Distributed Ledger
2 2 (0.15%) SAP ERP
2 2 (0.15%) SAP InfiniteInsight
3 1 (0.075%) Bloomberg AIM
3 1 (0.075%) Dynamics CRM
3 1 (0.075%) Magento
3 1 (0.075%) Markit EDM
3 1 (0.075%) NetSuite
3 1 (0.075%) Shopify
3 1 (0.075%) Tesseract
3 1 (0.075%) thinkFolio
Cloud Services
1 631 (47.37%) AWS
2 482 (36.19%) Azure
3 229 (17.19%) GCP
4 97 (7.28%) SaaS
5 95 (7.13%) Serverless
6 82 (6.16%) Amazon S3
7 74 (5.56%) OpenShift
8 71 (5.33%) Amazon EMR
9 50 (3.75%) Amazon EC2
10 49 (3.68%) AWS Lambda
11 48 (3.60%) Cloud Computing
12 44 (3.30%) Power Platform
13 30 (2.25%) GitHub
14 20 (1.50%) IBM Cloud
15 19 (1.43%) Amazon Kinesis
15 19 (1.43%) Azure Data Factory
16 17 (1.28%) IaaS
17 16 (1.20%) Heroku
18 14 (1.05%) npm
19 13 (0.98%) PaaS
Communications & Networking
1 36 (2.70%) Internet
2 25 (1.88%) HTTP
3 16 (1.20%) Firewall
4 15 (1.13%) DNS
5 14 (1.05%) TCP/IP
6 7 (0.53%) FTP
6 7 (0.53%) Network Security
6 7 (0.53%) VoIP
6 7 (0.53%) Wireshark
7 6 (0.45%) Asterisk PBX
7 6 (0.45%) RTP
7 6 (0.45%) VPN
8 3 (0.23%) Extranet
8 3 (0.23%) HTTPS
8 3 (0.23%) Intranet
8 3 (0.23%) Kerberos
8 3 (0.23%) LAN
8 3 (0.23%) Skype
8 3 (0.23%) WAN
9 2 (0.15%) SSL
Database & Business Intelligence
1 309 (23.20%) MongoDB
2 289 (21.70%) SQL Server
3 218 (16.37%) Big Data
4 211 (15.84%) Hadoop
5 193 (14.49%) MySQL
6 183 (13.74%) Relational Database
7 180 (13.51%) Apache Cassandra
8 159 (11.94%) Redis
9 135 (10.14%) PostgreSQL
10 117 (8.78%) Data Warehouse
11 109 (8.18%) RDBMS
12 93 (6.98%) Amazon Redshift
13 92 (6.91%) Amazon DynamoDB
14 65 (4.88%) Apache Hive
15 60 (4.50%) Neo4j
16 54 (4.05%) BigQuery
17 50 (3.75%) SQL Server Integration Services
18 47 (3.53%) Cosmos DB
18 47 (3.53%) Data Lake
18 47 (3.53%) HBase
Development Applications
1 284 (21.32%) Git (software)
2 191 (14.34%) Jenkins
3 75 (5.63%) JIRA
4 57 (4.28%) Atlassian Bamboo
5 50 (3.75%) Octopus Deploy
6 47 (3.53%) Artifactory
6 47 (3.53%) TeamCity
7 40 (3.00%) MSBuild
8 37 (2.78%) Selenium
9 36 (2.70%) Bitbucket
9 36 (2.70%) Maven
10 35 (2.63%) NUnit
10 35 (2.63%) Visual Studio
11 33 (2.48%) Vagrant
12 32 (2.40%) JUnit
13 24 (1.80%) MSTest
14 20 (1.50%) Cucumber
14 20 (1.50%) SpecFlow
15 17 (1.28%) GitLab
16 15 (1.13%) Visual Studio Team System
General
1 382 (28.68%) Finance
2 122 (9.16%) Banking
3 117 (8.78%) Front Office
4 73 (5.48%) Public Sector
5 61 (4.58%) Retail
6 50 (3.75%) Games
7 44 (3.30%) Marketing
8 27 (2.03%) Investment Banking
9 25 (1.88%) Manufacturing
10 18 (1.35%) Financial Institution
11 14 (1.05%) Automotive
12 13 (0.98%) Advertising
13 11 (0.83%) Telecoms
14 8 (0.60%) Publishing
15 7 (0.53%) Law
16 6 (0.45%) Housing Association
17 5 (0.38%) Legal
17 5 (0.38%) Retail Banking
18 4 (0.30%) Back Office
19 3 (0.23%) iGaming
Job Titles
1 569 (42.72%) Developer
2 215 (16.14%) Java Developer
3 179 (13.44%) Data Engineer
4 173 (12.99%) Senior Developer
5 146 (10.96%) Architect
6 140 (10.51%) .NET Developer
7 131 (9.83%) Software Engineer
8 76 (5.71%) C# Developer
8 76 (5.71%) Data Architect
9 75 (5.63%) Senior Java Developer
10 71 (5.33%) Java Engineer
11 60 (4.50%) Full Stack Developer
12 55 (4.13%) C# .NET Developer
13 49 (3.68%) Python Engineer
14 48 (3.60%) Java Software Engineer
15 47 (3.53%) Solutions Architect
16 46 (3.45%) DevOps Engineer
17 45 (3.38%) React Developer
18 43 (3.23%) Lead Developer
19 41 (3.08%) AWS Engineer
Libraries, Frameworks & Software Standards
1 322 (24.17%) .NET
2 320 (24.02%) React
3 304 (22.82%) AngularJS
4 290 (21.77%) Node.js
5 217 (16.29%) Kafka
6 203 (15.24%) RESTful
7 199 (14.94%) Spring
8 193 (14.49%) REST
9 189 (14.19%) Web Services
10 182 (13.66%) HTML
11 174 (13.06%) CSS
12 162 (12.16%) .NET Core
13 142 (10.66%) ASP.NET
14 132 (9.91%) Spring Boot
15 103 (7.73%) ASP.NET Web API
16 77 (5.78%) jQuery
17 72 (5.41%) .NET Framework
18 66 (4.95%) ASP.NET MVC
19 57 (4.28%) JSON
20 56 (4.20%) HTML5
Miscellaneous
1 142 (10.66%) Greenfield Project
2 97 (7.28%) Analytical Skills
3 69 (5.18%) Algorithms
3 69 (5.18%) Blog
4 67 (5.03%) Self-Motivation
5 66 (4.95%) Data Structures
6 65 (4.88%) User Experience
7 64 (4.80%) Public Cloud
8 59 (4.43%) Hedge funds
9 54 (4.05%) Equities
10 50 (3.75%) Derivative
10 50 (3.75%) Equity Derivative
11 48 (3.60%) Fixed Income
12 30 (2.25%) Management Information System
13 29 (2.18%) Cloud Native
13 29 (2.18%) Reference Data
14 26 (1.95%) Enterprise Software
15 24 (1.80%) Foreign Exchange (FX)
16 21 (1.58%) Acoustics
17 19 (1.43%) Market Risk
Operating Systems
1 237 (17.79%) Linux
2 105 (7.88%) Unix
3 42 (3.15%) Mac OS X
3 42 (3.15%) Windows
4 22 (1.65%) CentOS
5 19 (1.43%) Android
5 19 (1.43%) Red Hat Enterprise Linux
6 17 (1.28%) Apple iOS
7 5 (0.38%) Mac OS
7 5 (0.38%) VMS
8 3 (0.23%) CoreOS
8 3 (0.23%) Ubuntu
8 3 (0.23%) Windows Server
9 2 (0.15%) Debian
10 1 (0.075%) Kali Linux
10 1 (0.075%) SUSE
Processes & Methodologies
1 766 (57.51%) Agile Software Development
2 550 (41.29%) Microservices
3 385 (28.90%) TDD
4 354 (26.58%) Software Engineering
5 324 (24.32%) DevOps
6 247 (18.54%) Analytics
7 223 (16.74%) Scrum
8 209 (15.69%) BDD
9 196 (14.71%) Continuous Integration
10 182 (13.66%) Open Source
11 170 (12.76%) Machine Learning
12 161 (12.09%) Data Science
13 157 (11.79%) Mentoring
14 154 (11.56%) Artificial Intelligence
15 144 (10.81%) Fintech
16 143 (10.74%) Test Automation
17 142 (10.66%) Computer Science
18 120 (9.01%) ETL
19 112 (8.41%) Data Modelling
19 112 (8.41%) MVC
Programming Languages
1 727 (54.58%) SQL
2 654 (49.10%) Java
3 569 (42.72%) Python
4 483 (36.26%) JavaScript
5 330 (24.77%) C#
6 185 (13.89%) Scala
7 123 (9.23%) C++
8 120 (9.01%) TypeScript
9 115 (8.63%) R
10 111 (8.33%) Java 8
11 62 (4.65%) PHP
12 55 (4.13%) Go
13 53 (3.98%) Ruby
14 43 (3.23%) Bash Shell
15 42 (3.15%) F#
16 40 (3.00%) Perl
17 38 (2.85%) C
18 34 (2.55%) Kotlin
19 24 (1.80%) ES6
19 24 (1.80%) PowerShell
Qualifications
1 151 (11.34%) Degree
2 89 (6.68%) Computer Science Degree
3 28 (2.10%) Master's Degree
4 24 (1.80%) Security Cleared
5 17 (1.28%) AWS Certification
6 16 (1.20%) SC Cleared
7 12 (0.90%) Numerate Degree
8 10 (0.75%) ISTQB
9 8 (0.60%) MCP
10 7 (0.53%) DV Cleared
11 5 (0.38%) PhD
12 3 (0.23%) MBA
13 2 (0.15%) RHCE
14 1 (0.075%) A+ Certification
14 1 (0.075%) CCIE
14 1 (0.075%) CCNA
14 1 (0.075%) CCNP
14 1 (0.075%) Cisco Certification
14 1 (0.075%) RHCSA
Quality Assurance & Compliance
1 81 (6.08%) QA
2 40 (3.00%) Data Quality
3 6 (0.45%) GDPR
4 2 (0.15%) PCI DSS
5 1 (0.075%) Basel III
5 1 (0.075%) ISO 20022
5 1 (0.075%) MiFID
System Software
1 463 (34.76%) Docker
2 33 (2.48%) Apache ZooKeeper
3 25 (1.88%) VirtualBox
4 14 (1.05%) Apache Flume
5 9 (0.68%) VMware Infrastructure
6 8 (0.60%) HDFS
7 7 (0.53%) Virtual Machines
8 6 (0.45%) Kamailio
9 3 (0.23%) LXC
9 3 (0.23%) Time Sharing Option
10 2 (0.15%) Active Directory
10 2 (0.15%) vCloud
11 1 (0.075%) BIND 9
11 1 (0.075%) iptables
11 1 (0.075%) VMware ESXi
11 1 (0.075%) zsh
Systems Management
1 415 (31.16%) Kubernetes
2 102 (7.66%) Terraform
3 74 (5.56%) Ansible
4 37 (2.78%) Puppet
5 30 (2.25%) Docker Swarm
6 18 (1.35%) Prometheus
7 14 (1.05%) Opscode Chef
8 12 (0.90%) Netcool
8 12 (0.90%) Opsview
9 11 (0.83%) CA Service Virtualization
10 9 (0.68%) Consul
11 8 (0.60%) Mesos
11 8 (0.60%) Oozie
11 8 (0.60%) Packer
12 7 (0.53%) Grafana
12 7 (0.53%) Graphite
13 5 (0.38%) Salt
14 4 (0.30%) Hadoop YARN
15 3 (0.23%) cPanel
15 3 (0.23%) Single Sign-On
Vendors
1 107 (8.03%) Microsoft
2 104 (7.81%) Google
3 78 (5.86%) Oracle
4 75 (5.63%) Tableau
5 42 (3.15%) Databricks
6 35 (2.63%) Talend
7 28 (2.10%) Cloudera
8 26 (1.95%) Hortonworks
9 25 (1.88%) Informatica
10 22 (1.65%) IBM
11 15 (1.13%) VMware
12 14 (1.05%) Splunk
13 13 (0.98%) Salesforce.com
14 12 (0.90%) AppDynamics
14 12 (0.90%) Dynatrace
14 12 (0.90%) SevOne
14 12 (0.90%) TOWER Software
15 11 (0.83%) CA
15 11 (0.83%) Perfecto Mobile
16 10 (0.75%) Apple