Period
to 18 February 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 18 February 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
18 Feb 2020
Same period 2019 Same period 2018
Rank 90 71 81
Rank change year-on-year -19 +10 -13
Permanent jobs citing NoSQL 1,838 2,537 2,718
As % of all permanent IT jobs advertised in London 3.60% 4.06% 3.92%
As % of the Database & Business Intelligence category 12.97% 13.74% 12.90%
Number of salaries quoted 1,534 2,125 2,261
London median annual salary £70,000 £67,500 £67,500
Median salary % change year-on-year +3.70% - +3.85%
10th Percentile £42,129 £38,750 £45,000
90th Percentile £115,000 £97,500 £95,000
England median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -4.35%

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 14,172 18,462 21,065
As % of all permanent IT jobs advertised in London 27.73% 29.52% 30.37%
Number of salaries quoted 11,692 15,283 17,362
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,750 £37,500 £37,500
90th Percentile £105,000 £95,000 £90,000
England median annual salary £53,750 £52,500 £50,000
% change year-on-year +2.38% +5.00% +5.26%

NoSQL
Job Vacancy Trend in London

Job postings citing NoSQL as a percentage of all IT jobs advertised in London.

Job vacancy trend for NoSQL in London

NoSQL
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in London.

Salary trend for NoSQL in London

NoSQL
Salary Histogram in London

The salary distribution of IT jobs citing NoSQL in London over the 6 months to 18 February 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 18 February 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 -21 365 £72,500 +3.57% 101
West London +44 92 £60,000 - 47
South London +9 44 £75,000 +15.38% 14
East London +17 27 £70,000 - 26
North London -5 6 £55,000 +10.00% 5
NoSQL
England

For the 6 months to 18 February 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 1,101 (59.90%) Agile Software Development
2 973 (52.94%) SQL
3 868 (47.23%) AWS
4 775 (42.17%) Java
5 682 (37.11%) Azure
6 668 (36.34%) Microservices
7 646 (35.15%) Python
8 625 (34.00%) JavaScript
9 582 (31.66%) Docker
10 568 (30.90%) Git (software)
11 530 (28.84%) TDD
12 516 (28.07%) Finance
13 488 (26.55%) .NET
14 480 (26.12%) Kubernetes
15 479 (26.06%) C#
16 471 (25.63%) DevOps
17 468 (25.46%) SQL Server
18 466 (25.35%) Software Engineering
19 442 (24.05%) Node.js
20 422 (22.96%) Big Data
21 395 (21.49%) Analytics
22 387 (21.06%) RESTful
23 360 (19.59%) Scrum
24 349 (18.99%) MongoDB
25 345 (18.77%) AngularJS
26 329 (17.90%) React
27 322 (17.52%) Machine Learning
28 312 (16.97%) GCP
29 306 (16.65%) Apache Spark
30 304 (16.54%) Hadoop

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
1 306 (16.65%) Apache Spark
2 177 (9.63%) Elasticsearch
3 69 (3.75%) Apache
4 49 (2.67%) Confluence
5 45 (2.45%) Apache Airflow
6 22 (1.20%) Luigi
7 17 (0.92%) Tomcat
8 14 (0.76%) CMS
8 14 (0.76%) Jetty
9 12 (0.65%) Apache Pig
10 11 (0.60%) nginx
10 11 (0.60%) WebLogic
11 10 (0.54%) JBoss
11 10 (0.54%) SAS
12 8 (0.44%) Apache Solr
13 7 (0.38%) Oracle SOA Suite
14 6 (0.33%) Mule
14 6 (0.33%) SharePoint
15 4 (0.22%) Cloud Foundry
15 4 (0.22%) WordPress
Applications
1 22 (1.20%) MS Visio
2 14 (0.76%) Microsoft Excel
3 2 (0.11%) Microsoft PowerPoint
3 2 (0.11%) SPSS
4 1 (0.054%) Chatbot
4 1 (0.054%) Microsoft Office
Business Applications
1 19 (1.03%) FINCAD Analytics
2 3 (0.16%) Distributed Ledger
3 2 (0.11%) Dynamics CRM
3 2 (0.11%) Eikon
3 2 (0.11%) NetSuite
3 2 (0.11%) SAP ERP
3 2 (0.11%) SAP InfiniteInsight
4 1 (0.054%) Magento
4 1 (0.054%) Shopify
4 1 (0.054%) Tesseract
Cloud Services
1 868 (47.23%) AWS
2 682 (37.11%) Azure
3 312 (16.97%) GCP
4 139 (7.56%) Amazon S3
5 123 (6.69%) Serverless
6 110 (5.98%) Amazon EMR
7 103 (5.60%) SaaS
8 82 (4.46%) AWS Lambda
9 75 (4.08%) Cloud Computing
10 68 (3.70%) OpenShift
11 64 (3.48%) Power Platform
12 54 (2.94%) Amazon EC2
13 53 (2.88%) GitHub
14 42 (2.29%) Amazon Kinesis
15 35 (1.90%) IBM Cloud
16 29 (1.58%) Azure Data Factory
17 23 (1.25%) Basecamp
18 21 (1.14%) Azure Machine Learning
19 19 (1.03%) Amazon SageMaker
19 19 (1.03%) PaaS
Communications & Networking
1 31 (1.69%) HTTP
2 21 (1.14%) Internet
3 18 (0.98%) TCP/IP
4 16 (0.87%) DNS
5 13 (0.71%) VPN
6 8 (0.44%) Firewall
7 7 (0.38%) FTP
8 6 (0.33%) AMQP
9 2 (0.11%) Extranet
9 2 (0.11%) Intranet
9 2 (0.11%) Skype
10 1 (0.054%) LAN
10 1 (0.054%) Network Security
10 1 (0.054%) Unified Communications
Database & Business Intelligence
1 468 (25.46%) SQL Server
2 422 (22.96%) Big Data
3 349 (18.99%) MongoDB
4 304 (16.54%) Hadoop
5 236 (12.84%) PostgreSQL
6 233 (12.68%) MySQL
7 214 (11.64%) Redis
8 197 (10.72%) Relational Database
9 178 (9.68%) Apache Cassandra
10 153 (8.32%) Data Warehouse
11 133 (7.24%) Amazon DynamoDB
12 132 (7.18%) Amazon Redshift
13 113 (6.15%) SQL Server 2016
14 112 (6.09%) Apache Hive
15 91 (4.95%) Amazon Athena
15 91 (4.95%) SQL Server Integration Services
16 88 (4.79%) RDBMS
17 82 (4.46%) Neo4j
18 72 (3.92%) Cosmos DB
19 66 (3.59%) Data Lake
Development Applications
1 568 (30.90%) Git (software)
2 249 (13.55%) Jenkins
3 98 (5.33%) JIRA
3 98 (5.33%) Octopus Deploy
4 79 (4.30%) NUnit
5 72 (3.92%) Atlassian Bamboo
6 63 (3.43%) JUnit
7 61 (3.32%) Visual Studio
7 61 (3.32%) Visual Studio Team System
8 54 (2.94%) Artifactory
8 54 (2.94%) Maven
9 53 (2.88%) Vagrant
10 50 (2.72%) Jasmine
11 43 (2.34%) Karma Test Runner
12 38 (2.07%) TeamCity
13 33 (1.80%) SpecFlow
14 32 (1.74%) Bitbucket
15 31 (1.69%) GitLab
16 23 (1.25%) Selenium
17 22 (1.20%) Team Foundation Server
General
1 516 (28.07%) Finance
2 154 (8.38%) Front Office
3 120 (6.53%) Banking
4 113 (6.15%) Public Sector
5 91 (4.95%) Games
6 83 (4.52%) Retail
7 47 (2.56%) Marketing
8 36 (1.96%) Manufacturing
9 33 (1.80%) Financial Institution
10 23 (1.25%) Advertising
11 21 (1.14%) Automotive
12 20 (1.09%) Investment Banking
13 17 (0.92%) Law
14 16 (0.87%) Legal
15 9 (0.49%) iGaming
15 9 (0.49%) Telecoms
16 8 (0.44%) Multimedia
17 7 (0.38%) Housing Association
18 6 (0.33%) Publishing
18 6 (0.33%) Retail Banking
Job Titles
1 847 (46.08%) Developer
2 262 (14.25%) .NET Developer
3 253 (13.76%) Java Developer
4 215 (11.70%) Data Engineer
5 211 (11.48%) Senior Developer
6 190 (10.34%) Software Engineer
7 180 (9.79%) Architect
8 157 (8.54%) C# Developer
9 120 (6.53%) C# .NET Developer
10 119 (6.47%) Java Engineer
11 105 (5.71%) Data Architect
12 84 (4.57%) Java Software Engineer
13 80 (4.35%) Senior Java Developer
14 78 (4.24%) Full Stack Developer
15 71 (3.86%) AWS Engineer
16 70 (3.81%) Lead Developer
17 67 (3.65%) Junior
17 67 (3.65%) Python Engineer
18 65 (3.54%) ASP.NET Developer
18 65 (3.54%) C# ASP.NET Developer
Libraries, Frameworks & Software Standards
1 488 (26.55%) .NET
2 442 (24.05%) Node.js
3 387 (21.06%) RESTful
4 345 (18.77%) AngularJS
5 329 (17.90%) React
6 296 (16.10%) ASP.NET
7 285 (15.51%) Web Services
8 273 (14.85%) ASP.NET Web API
9 260 (14.15%) HTML
10 252 (13.71%) CSS
11 238 (12.95%) REST
12 227 (12.35%) ASP.NET MVC
13 219 (11.92%) Kafka
14 201 (10.94%) Spring
15 197 (10.72%) .NET Core
16 171 (9.30%) .NET Framework
17 144 (7.83%) Entity Framework
18 143 (7.78%) Spring Boot
18 143 (7.78%) WCF
19 106 (5.77%) Code First Entity Framework
Miscellaneous
1 172 (9.36%) Greenfield Project
2 135 (7.34%) Analytical Skills
3 111 (6.04%) Derivative
4 107 (5.82%) Blog
5 104 (5.66%) Fixed Income
6 100 (5.44%) Algorithms
7 96 (5.22%) Data Structures
8 92 (5.01%) Equities
8 92 (5.01%) Equity Derivative
9 91 (4.95%) Hedge funds
10 89 (4.84%) Public Cloud
11 76 (4.13%) User Experience
12 62 (3.37%) Self-Motivation
13 51 (2.77%) Management Information System
14 46 (2.50%) Foreign Exchange (FX)
15 34 (1.85%) Cloud Native
16 33 (1.80%) Enterprise Software
17 29 (1.58%) Acoustics
18 23 (1.25%) Virtual Team
19 19 (1.03%) Data Centre
Operating Systems
1 280 (15.23%) Linux
2 145 (7.89%) Unix
3 71 (3.86%) Windows
4 52 (2.83%) Mac OS X
5 26 (1.41%) Apple iOS
6 18 (0.98%) CentOS
7 17 (0.92%) Android
8 14 (0.76%) Red Hat Enterprise Linux
9 11 (0.60%) Solaris
10 10 (0.54%) Mac OS
11 6 (0.33%) Windows Server
12 5 (0.27%) CoreOS
13 1 (0.054%) Nucleus RTOS
13 1 (0.054%) Ubuntu
13 1 (0.054%) Windows 10
Processes & Methodologies
1 1,101 (59.90%) Agile Software Development
2 668 (36.34%) Microservices
3 530 (28.84%) TDD
4 471 (25.63%) DevOps
5 466 (25.35%) Software Engineering
6 395 (21.49%) Analytics
7 360 (19.59%) Scrum
8 322 (17.52%) Machine Learning
9 298 (16.21%) MVC
10 281 (15.29%) BDD
11 277 (15.07%) Data Science
12 264 (14.36%) Continuous Integration
13 259 (14.09%) Open Source
14 221 (12.02%) Artificial Intelligence
15 220 (11.97%) ETL
16 213 (11.59%) Data Modelling
17 212 (11.53%) OO
18 190 (10.34%) Computer Science
19 181 (9.85%) Test Automation
20 178 (9.68%) Mentoring
Programming Languages
1 973 (52.94%) SQL
2 775 (42.17%) Java
3 646 (35.15%) Python
4 625 (34.00%) JavaScript
5 479 (26.06%) C#
6 231 (12.57%) Scala
7 168 (9.14%) TypeScript
8 152 (8.27%) C++
8 152 (8.27%) R
9 150 (8.16%) Ruby
10 147 (8.00%) Java 8
11 80 (4.35%) PHP
12 58 (3.16%) T-SQL
13 52 (2.83%) Go
14 51 (2.77%) Bash Shell
15 46 (2.50%) C
15 46 (2.50%) Kotlin
16 39 (2.12%) PL/SQL
17 33 (1.80%) Perl
18 32 (1.74%) ES6
Qualifications
1 225 (12.24%) Degree
2 137 (7.45%) Computer Science Degree
3 26 (1.41%) Master's Degree
4 21 (1.14%) AWS Certification
4 21 (1.14%) PhD
5 14 (0.76%) MCP
6 12 (0.65%) MBA
7 9 (0.49%) Microsoft Certification
8 5 (0.27%) Security Cleared
9 3 (0.16%) SC Cleared
10 2 (0.11%) ISTQB
10 2 (0.11%) MCSA
10 2 (0.11%) PMI Certification
11 1 (0.054%) DV Cleared
Quality Assurance & Compliance
1 111 (6.04%) QA
2 69 (3.75%) Data Quality
3 13 (0.71%) GDPR
4 8 (0.44%) ISO/IEC 27001
5 5 (0.27%) ISO/IEC 20000
6 2 (0.11%) PCI DSS
7 1 (0.054%) ISO 20022
7 1 (0.054%) PSD2
System Software
1 582 (31.66%) Docker
2 49 (2.67%) VirtualBox
3 37 (2.01%) HDFS
4 20 (1.09%) Apache ZooKeeper
5 13 (0.71%) Apache Flume
6 8 (0.44%) Active Directory
7 7 (0.38%) Virtual Machines
8 3 (0.16%) VMware Infrastructure
9 2 (0.11%) Varnish
10 1 (0.054%) KVM
10 1 (0.054%) oVirt
10 1 (0.054%) QEMU
10 1 (0.054%) Virtual Desktop
10 1 (0.054%) Virtual Servers
Systems Management
1 480 (26.12%) Kubernetes
2 131 (7.13%) Terraform
3 113 (6.15%) Ansible
4 62 (3.37%) Docker Swarm
5 52 (2.83%) Puppet
6 33 (1.80%) Prometheus
7 30 (1.63%) Grafana
8 21 (1.14%) Opscode Chef
9 20 (1.09%) Automic
10 18 (0.98%) Hadoop YARN
11 17 (0.92%) Packer
12 15 (0.82%) Kibana
13 13 (0.71%) Data Guard
13 13 (0.71%) Rancher
14 12 (0.65%) Consul
15 11 (0.60%) Graphite
15 11 (0.60%) Oozie
16 7 (0.38%) CA Service Virtualization
16 7 (0.38%) Single Sign-On
17 6 (0.33%) Oracle RMAN
Vendors
1 198 (10.77%) Microsoft
2 171 (9.30%) Google
3 142 (7.73%) Oracle
4 95 (5.17%) Tableau
5 75 (4.08%) Cloudera
6 71 (3.86%) Hortonworks
7 55 (2.99%) Databricks
8 51 (2.77%) Talend
9 47 (2.56%) IBM
9 47 (2.56%) Informatica
10 29 (1.58%) SAP
11 28 (1.52%) Facebook
12 22 (1.20%) Cadence
13 20 (1.09%) FactSet
14 19 (1.03%) Dataiku
14 19 (1.03%) Sybase
15 14 (0.76%) Netezza
15 14 (0.76%) Splunk
16 13 (0.71%) Apple
16 13 (0.71%) Salesforce.com