Period
to 5 April 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 5 April 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
5 Apr 2020
Same period 2019 Same period 2018
Rank 84 74 72
Rank change year-on-year -10 -2 -2
Permanent jobs citing NoSQL 1,813 2,449 2,826
As % of all permanent jobs advertised in London 3.79% 3.99% 4.04%
As % of the Database & Business Intelligence category 13.87% 13.63% 13.16%
Number of salaries quoted 1,608 2,243 2,430
Median annual salary £70,000 £70,000 £70,000
10th Percentile £45,000 £38,750 £45,000
90th Percentile £112,500 £100,000 £95,000
England median annual salary £60,280 £60,000 £55,000
% change year-on-year +0.47% +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 13,072 17,971 21,475
As % of all permanent IT jobs advertised in London 27.29% 29.28% 30.74%
Number of salaries quoted 10,709 14,938 17,686
Median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% -
10th Percentile £39,000 £38,750 £37,500
90th Percentile £102,500 £95,000 £91,250
England median annual salary £53,869 £52,500 £50,000
% change year-on-year +2.61% +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 5 April 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 5 April 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 -12 354 £72,500 +3.57% 78
West London +66 122 £60,000 - 29
South London +21 47 £75,000 +15.38% 11
East London +26 27 £75,000 +20.00% 12
North London -5 6 £59,750 +19.50% 2
NoSQL
England

For the 6 months to 5 April 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 1,064 (58.69%) Agile Software Development
2 976 (53.83%) SQL
3 862 (47.55%) AWS
4 798 (44.02%) Java
5 694 (38.28%) Microservices
6 680 (37.51%) Azure
7 668 (36.85%) JavaScript
8 667 (36.79%) Python
9 588 (32.43%) Docker
10 552 (30.45%) TDD
11 524 (28.90%) Git (software)
12 511 (28.19%) Kubernetes
13 489 (26.97%) Finance
14 480 (26.48%) Software Engineering
15 470 (25.92%) .NET
16 462 (25.48%) DevOps
17 461 (25.43%) C#
18 442 (24.38%) SQL Server
19 432 (23.83%) Node.js
20 381 (21.01%) AngularJS
21 374 (20.63%) React
22 364 (20.08%) MongoDB
23 349 (19.25%) Scrum
24 348 (19.19%) Big Data
25 347 (19.14%) Analytics
26 330 (18.20%) RESTful
27 318 (17.54%) Hadoop
28 313 (17.26%) Linux
29 307 (16.93%) Apache Spark
30 296 (16.33%) GCP

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
1 307 (16.93%) Apache Spark
2 182 (10.04%) Elasticsearch
3 69 (3.81%) Apache
4 57 (3.14%) Confluence
5 54 (2.98%) Apache Airflow
6 26 (1.43%) Luigi
7 23 (1.27%) Tomcat
8 13 (0.72%) Jetty
9 12 (0.66%) nginx
10 11 (0.61%) Apache Pig
10 11 (0.61%) CMS
11 10 (0.55%) SAS
11 10 (0.55%) WebLogic
12 8 (0.44%) Cloud Foundry
12 8 (0.44%) JBoss
13 6 (0.33%) Apache Solr
13 6 (0.33%) Oracle SOA Suite
14 5 (0.28%) Mule
14 5 (0.28%) SharePoint
15 4 (0.22%) WordPress
Applications
1 23 (1.27%) Microsoft Excel
2 9 (0.50%) MS Visio
3 5 (0.28%) Microsoft PowerPoint
4 2 (0.11%) SPSS
5 1 (0.055%) Microsoft Office
Business Applications
1 4 (0.22%) Distributed Ledger
2 2 (0.11%) Eikon
2 2 (0.11%) NetSuite
2 2 (0.11%) SAP ERP
2 2 (0.11%) SAP InfiniteInsight
3 1 (0.055%) Bloomberg AIM
3 1 (0.055%) FINCAD Analytics
3 1 (0.055%) Magento
3 1 (0.055%) Markit EDM
3 1 (0.055%) Shopify
3 1 (0.055%) Tesseract
3 1 (0.055%) thinkFolio
Cloud Services
1 862 (47.55%) AWS
2 680 (37.51%) Azure
3 296 (16.33%) GCP
4 139 (7.67%) Amazon S3
5 121 (6.67%) Serverless
6 118 (6.51%) SaaS
7 99 (5.46%) Amazon EMR
8 82 (4.52%) AWS Lambda
9 73 (4.03%) OpenShift
10 63 (3.47%) Power Platform
11 57 (3.14%) Amazon EC2
12 53 (2.92%) Cloud Computing
13 51 (2.81%) GitHub
14 36 (1.99%) Amazon Kinesis
15 26 (1.43%) Azure Data Factory
16 24 (1.32%) IBM Cloud
17 20 (1.10%) npm
18 18 (0.99%) Amazon SageMaker
19 16 (0.88%) Azure Machine Learning
20 14 (0.77%) PaaS
Communications & Networking
1 34 (1.88%) Internet
2 29 (1.60%) HTTP
3 20 (1.10%) DNS
3 20 (1.10%) TCP/IP
4 10 (0.55%) VPN
5 8 (0.44%) FTP
6 6 (0.33%) Asterisk PBX
6 6 (0.33%) Network Security
6 6 (0.33%) RTP
6 6 (0.33%) VoIP
6 6 (0.33%) Wireshark
7 5 (0.28%) AMQP
7 5 (0.28%) Firewall
8 3 (0.17%) Extranet
8 3 (0.17%) Intranet
8 3 (0.17%) LAN
8 3 (0.17%) WAN
9 2 (0.11%) HTTPS
9 2 (0.11%) Skype
9 2 (0.11%) SSL
Database & Business Intelligence
1 442 (24.38%) SQL Server
2 364 (20.08%) MongoDB
3 348 (19.19%) Big Data
4 318 (17.54%) Hadoop
5 281 (15.50%) MySQL
6 239 (13.18%) Redis
7 224 (12.36%) Relational Database
8 216 (11.91%) Apache Cassandra
8 216 (11.91%) PostgreSQL
9 150 (8.27%) Data Warehouse
10 126 (6.95%) Amazon DynamoDB
11 121 (6.67%) Amazon Redshift
12 117 (6.45%) Apache Hive
12 117 (6.45%) RDBMS
13 83 (4.58%) SQL Server Integration Services
14 76 (4.19%) SQL Server 2016
15 73 (4.03%) Neo4j
16 70 (3.86%) Amazon Athena
17 63 (3.47%) Power BI
18 62 (3.42%) HBase
Development Applications
1 524 (28.90%) Git (software)
2 275 (15.17%) Jenkins
3 103 (5.68%) JIRA
4 100 (5.52%) Octopus Deploy
5 68 (3.75%) Atlassian Bamboo
5 68 (3.75%) NUnit
6 59 (3.25%) TeamCity
7 58 (3.20%) JUnit
8 55 (3.03%) Maven
9 54 (2.98%) Artifactory
9 54 (2.98%) Visual Studio Team System
10 52 (2.87%) Visual Studio
11 48 (2.65%) Jasmine
12 42 (2.32%) MSBuild
13 40 (2.21%) Vagrant
14 39 (2.15%) Karma Test Runner
15 35 (1.93%) Bitbucket
15 35 (1.93%) Selenium
16 33 (1.82%) GitLab
17 25 (1.38%) SpecFlow
General
1 489 (26.97%) Finance
2 138 (7.61%) Front Office
3 123 (6.78%) Public Sector
4 98 (5.41%) Banking
5 85 (4.69%) Retail
6 83 (4.58%) Games
7 61 (3.36%) Marketing
8 33 (1.82%) Financial Institution
9 31 (1.71%) Manufacturing
10 27 (1.49%) Investment Banking
11 23 (1.27%) Advertising
12 15 (0.83%) Legal
13 14 (0.77%) Automotive
14 13 (0.72%) Telecoms
15 11 (0.61%) Law
16 9 (0.50%) Housing Association
16 9 (0.50%) iGaming
17 8 (0.44%) Multimedia
18 5 (0.28%) Publishing
18 5 (0.28%) Retail Banking
Job Titles
1 819 (45.17%) Developer
2 257 (14.18%) Java Developer
3 239 (13.18%) .NET Developer
4 226 (12.47%) Data Engineer
5 225 (12.41%) Senior Developer
6 202 (11.14%) Software Engineer
7 172 (9.49%) Architect
8 128 (7.06%) C# Developer
9 121 (6.67%) Java Engineer
10 101 (5.57%) Data Architect
11 96 (5.30%) C# .NET Developer
12 94 (5.18%) Java Software Engineer
13 86 (4.74%) Full Stack Developer
14 77 (4.25%) Senior Java Developer
15 69 (3.81%) Python Engineer
16 68 (3.75%) Lead Developer
17 63 (3.47%) Junior
18 61 (3.36%) AWS Engineer
18 61 (3.36%) DevOps Engineer
19 60 (3.31%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 470 (25.92%) .NET
2 432 (23.83%) Node.js
3 381 (21.01%) AngularJS
4 374 (20.63%) React
5 330 (18.20%) RESTful
6 285 (15.72%) HTML
7 284 (15.66%) Web Services
8 271 (14.95%) CSS
9 259 (14.29%) REST
10 256 (14.12%) ASP.NET
11 248 (13.68%) Kafka
12 236 (13.02%) Spring
13 220 (12.13%) .NET Core
14 210 (11.58%) ASP.NET Web API
15 177 (9.76%) ASP.NET MVC
16 162 (8.94%) Spring Boot
17 146 (8.05%) .NET Framework
18 104 (5.74%) Entity Framework
19 89 (4.91%) jQuery
20 85 (4.69%) WCF
Miscellaneous
1 169 (9.32%) Greenfield Project
2 139 (7.67%) Analytical Skills
3 95 (5.24%) Blog
4 94 (5.18%) Algorithms
5 91 (5.02%) User Experience
6 86 (4.74%) Derivative
7 82 (4.52%) Self-Motivation
8 80 (4.41%) Public Cloud
9 78 (4.30%) Fixed Income
10 74 (4.08%) Equities
10 74 (4.08%) Hedge funds
11 71 (3.92%) Data Structures
12 70 (3.86%) Equity Derivative
13 40 (2.21%) Management Information System
14 36 (1.99%) Cloud Native
14 36 (1.99%) Foreign Exchange (FX)
15 31 (1.71%) Enterprise Software
16 25 (1.38%) Acoustics
17 23 (1.27%) Mobile App
17 23 (1.27%) Reference Data
Operating Systems
1 313 (17.26%) Linux
2 156 (8.60%) Unix
3 67 (3.70%) Mac OS X
4 60 (3.31%) Windows
5 28 (1.54%) Apple iOS
6 23 (1.27%) CentOS
7 20 (1.10%) Android
8 15 (0.83%) Red Hat Enterprise Linux
9 10 (0.55%) Mac OS
10 5 (0.28%) CoreOS
11 4 (0.22%) Solaris
11 4 (0.22%) Windows Server
12 3 (0.17%) Ubuntu
13 1 (0.055%) Debian
13 1 (0.055%) VMS
Processes & Methodologies
1 1,064 (58.69%) Agile Software Development
2 694 (38.28%) Microservices
3 552 (30.45%) TDD
4 480 (26.48%) Software Engineering
5 462 (25.48%) DevOps
6 349 (19.25%) Scrum
7 347 (19.14%) Analytics
8 285 (15.72%) BDD
9 284 (15.66%) Machine Learning
10 270 (14.89%) Open Source
11 264 (14.56%) Continuous Integration
12 259 (14.29%) Data Science
13 228 (12.58%) MVC
14 207 (11.42%) Artificial Intelligence
15 201 (11.09%) Mentoring
16 190 (10.48%) ETL
17 188 (10.37%) Test Automation
18 185 (10.20%) Computer Science
19 179 (9.87%) Data Modelling
20 177 (9.76%) OO
Programming Languages
1 976 (53.83%) SQL
2 798 (44.02%) Java
3 668 (36.85%) JavaScript
4 667 (36.79%) Python
5 461 (25.43%) C#
6 241 (13.29%) Scala
7 187 (10.31%) TypeScript
8 169 (9.32%) R
9 154 (8.49%) C++
10 142 (7.83%) Java 8
11 110 (6.07%) Ruby
12 86 (4.74%) PHP
13 71 (3.92%) Go
14 57 (3.14%) Bash Shell
15 51 (2.81%) C
16 45 (2.48%) Kotlin
17 44 (2.43%) F#
17 44 (2.43%) Perl
18 42 (2.32%) T-SQL
19 37 (2.04%) ES6
Qualifications
1 199 (10.98%) Degree
2 127 (7.00%) Computer Science Degree
3 29 (1.60%) Master's Degree
4 18 (0.99%) AWS Certification
5 15 (0.83%) PhD
6 13 (0.72%) Security Cleared
7 10 (0.55%) ISTQB
8 9 (0.50%) SC Cleared
9 8 (0.44%) MBA
9 8 (0.44%) MCP
10 4 (0.22%) DV Cleared
11 2 (0.11%) MCSA
11 2 (0.11%) Microsoft Certification
11 2 (0.11%) PMI Certification
12 1 (0.055%) A+ Certification
12 1 (0.055%) RHCE
Quality Assurance & Compliance
1 114 (6.29%) QA
2 54 (2.98%) Data Quality
3 11 (0.61%) GDPR
4 5 (0.28%) ISO/IEC 27001
5 2 (0.11%) PCI DSS
6 1 (0.055%) ISO 20022
6 1 (0.055%) PSD2
System Software
1 588 (32.43%) Docker
2 37 (2.04%) VirtualBox
3 32 (1.77%) Apache ZooKeeper
4 26 (1.43%) HDFS
5 15 (0.83%) Apache Flume
6 6 (0.33%) Kamailio
6 6 (0.33%) Virtual Machines
6 6 (0.33%) VMware Infrastructure
7 3 (0.17%) Time Sharing Option
8 2 (0.11%) Varnish
8 2 (0.11%) vCloud
9 1 (0.055%) Active Directory
9 1 (0.055%) LXC
9 1 (0.055%) Virtual Desktop
9 1 (0.055%) Virtual Servers
Systems Management
1 511 (28.19%) Kubernetes
2 124 (6.84%) Terraform
3 101 (5.57%) Ansible
4 54 (2.98%) Puppet
5 47 (2.59%) Docker Swarm
6 33 (1.82%) Prometheus
7 29 (1.60%) Grafana
8 23 (1.27%) Opscode Chef
9 16 (0.88%) Packer
10 15 (0.83%) Kibana
11 13 (0.72%) Consul
12 11 (0.61%) CA Service Virtualization
12 11 (0.61%) Graphite
12 11 (0.61%) Hadoop YARN
12 11 (0.61%) Oozie
13 10 (0.55%) Rancher
14 7 (0.39%) Single Sign-On
15 5 (0.28%) Oracle Enterprise Manager
15 5 (0.28%) Oracle RMAN
15 5 (0.28%) Salt
Vendors
1 158 (8.71%) Google
1 158 (8.71%) Microsoft
2 125 (6.89%) Oracle
3 113 (6.23%) Tableau
4 52 (2.87%) Databricks
5 50 (2.76%) Cloudera
6 48 (2.65%) Hortonworks
7 43 (2.37%) Talend
8 34 (1.88%) IBM
9 32 (1.77%) Informatica
10 19 (1.05%) Facebook
11 18 (0.99%) Dataiku
12 15 (0.83%) Apple
12 15 (0.83%) Salesforce.com
13 12 (0.66%) Netezza
13 12 (0.66%) VMware
14 11 (0.61%) Atlassian
14 11 (0.61%) CA
14 11 (0.61%) Perfecto Mobile
15 10 (0.55%) Solace