Period
to 20 October 2019

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 20 October 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
20 Oct 2019
Same period 2018 Same period 2017
Rank 95 75 85
Rank change year-on-year -20 +10 -9
Permanent jobs citing NoSQL 1,825 2,749 2,789
As % of all permanent IT jobs advertised in London 3.36% 4.07% 3.76%
As % of the Database & Business Intelligence category 11.81% 13.22% 12.69%
Number of salaries quoted 1,578 2,020 2,295
London median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +4.00%
10th Percentile £36,878 £36,518 £45,000
90th Percentile £100,000 £93,750 £95,000
England median annual salary £61,500 £55,000 £57,500
% change year-on-year +11.82% -4.35% +4.55%

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 15,450 20,793 21,974
As % of all permanent IT jobs advertised in London 28.49% 30.80% 29.62%
Number of salaries quoted 12,791 16,576 17,581
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £37,750 £37,500 £36,250
90th Percentile £97,500 £95,000 £90,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +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 20 October 2019.

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 20 October 2019. 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 +18 483 £70,000 - 93
West London -14 31 £57,500 -4.17% 39
South London -8 30 £75,000 +25.00% 11
East London -2 11 £70,000 +5.66% 21
North London +1 2 £68,750 +52.78% 5
NoSQL
England

For the 6 months to 20 October 2019, 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 1,062 (58.19%) Agile Software Development
2 882 (48.33%) SQL
3 680 (37.26%) Java
4 675 (36.99%) AWS
5 613 (33.59%) JavaScript
6 610 (33.42%) Python
7 600 (32.88%) C#
8 547 (29.97%) TDD
9 534 (29.26%) .NET
10 517 (28.33%) SQL Server
11 509 (27.89%) Microservices
12 506 (27.73%) Azure
13 463 (25.37%) Git (software)
14 462 (25.32%) Big Data
15 453 (24.82%) Finance
16 449 (24.60%) Docker
17 430 (23.56%) MVC
18 403 (22.08%) DevOps
19 396 (21.70%) RESTful
20 384 (21.04%) Node.js
21 372 (20.38%) Software Engineering
22 358 (19.62%) ASP.NET
22 358 (19.62%) ASP.NET Web API
23 356 (19.51%) MongoDB
24 334 (18.30%) BDD
24 334 (18.30%) AngularJS
25 306 (16.77%) ASP.NET MVC
26 298 (16.33%) Analytics
27 295 (16.16%) HTML
28 292 (16.00%) CSS

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
1 268 (14.68%) Apache Spark
2 147 (8.05%) Elasticsearch
3 74 (4.05%) Apache
4 32 (1.75%) Confluence
5 25 (1.37%) Apache Pig
6 23 (1.26%) SharePoint
7 18 (0.99%) Apache Solr
8 17 (0.93%) CMS
9 13 (0.71%) SAS
10 9 (0.49%) Tomcat
11 8 (0.44%) Drupal
11 8 (0.44%) JBoss
12 7 (0.38%) nginx
12 7 (0.38%) WebLogic
13 6 (0.33%) Jetty
14 5 (0.27%) Tornado
15 4 (0.22%) Jupyter
15 4 (0.22%) Magnolia
15 4 (0.22%) Oracle SOA Suite
15 4 (0.22%) Zope
Applications
1 19 (1.04%) MS Visio
2 6 (0.33%) Microsoft Excel
3 2 (0.11%) Chatbot
3 2 (0.11%) Microsoft Office
4 1 (0.055%) Adobe Premiere
4 1 (0.055%) Microsoft PowerPoint
4 1 (0.055%) Photoshop
4 1 (0.055%) Weka
Business Applications
1 19 (1.04%) Dynamics CRM
1 19 (1.04%) FINCAD Analytics
2 4 (0.22%) Distributed Ledger
2 4 (0.22%) SDL Web 8
3 3 (0.16%) Payment Gateway
4 2 (0.11%) Magento
5 1 (0.055%) Dynamics GP
5 1 (0.055%) Fredhopper
5 1 (0.055%) SAP Hybris
Cloud Services
1 675 (36.99%) AWS
2 506 (27.73%) Azure
3 235 (12.88%) GCP
4 107 (5.86%) Serverless
5 106 (5.81%) Amazon S3
6 92 (5.04%) SaaS
7 87 (4.77%) Cloud Computing
8 81 (4.44%) Power Platform
9 66 (3.62%) Amazon EMR
10 60 (3.29%) AWS Lambda
11 43 (2.36%) Amazon ECS
12 41 (2.25%) Amazon EC2
13 40 (2.19%) PaaS
14 39 (2.14%) GitHub
15 30 (1.64%) Amazon SQS
15 30 (1.64%) AWS CloudFormation
15 30 (1.64%) IaaS
16 27 (1.48%) Amazon Kinesis
17 24 (1.32%) Azure Data Factory
18 20 (1.10%) Heroku
Communications & Networking
1 46 (2.52%) HTTP
2 27 (1.48%) DNS
3 22 (1.21%) TCP/IP
4 20 (1.10%) Internet
5 12 (0.66%) Firewall
5 12 (0.66%) VPN
6 9 (0.49%) AMQP
7 5 (0.27%) HTTPS
7 5 (0.27%) SMS
8 4 (0.22%) DSL
8 4 (0.22%) Reverse Proxy
8 4 (0.22%) Unified Communications
9 3 (0.16%) FTP
10 2 (0.11%) Converged Networks
10 2 (0.11%) Kerberos
10 2 (0.11%) LAN
10 2 (0.11%) Skype
Database & Business Intelligence
1 517 (28.33%) SQL Server
2 462 (25.32%) Big Data
3 356 (19.51%) MongoDB
4 274 (15.01%) Hadoop
5 241 (13.21%) MySQL
6 218 (11.95%) PostgreSQL
7 170 (9.32%) Relational Database
8 167 (9.15%) SQL Server 2016
9 162 (8.88%) Redis
10 159 (8.71%) Apache Cassandra
11 140 (7.67%) Data Warehouse
12 108 (5.92%) Apache Hive
13 89 (4.88%) Amazon DynamoDB
14 81 (4.44%) Power BI
15 77 (4.22%) Data Lake
16 76 (4.16%) Neo4j
17 72 (3.95%) HBase
18 66 (3.62%) Amazon Redshift
19 59 (3.23%) Amazon Athena
20 58 (3.18%) BigQuery
Development Applications
1 463 (25.37%) Git (software)
2 153 (8.38%) Jenkins
3 77 (4.22%) JIRA
4 62 (3.40%) Visual Studio Team System
5 58 (3.18%) Team Foundation Server
6 56 (3.07%) Selenium
7 55 (3.01%) NUnit
8 54 (2.96%) Octopus Deploy
9 50 (2.74%) SpecFlow
9 50 (2.74%) Visual Studio
10 48 (2.63%) TeamCity
11 44 (2.41%) Atlassian Bamboo
12 39 (2.14%) Maven
13 38 (2.08%) JUnit
14 31 (1.70%) Vagrant
15 24 (1.32%) webpack
16 20 (1.10%) Gradle
17 19 (1.04%) Oracle Forms
18 18 (0.99%) GitLab
19 17 (0.93%) Cucumber
General
1 453 (24.82%) Finance
2 163 (8.93%) Banking
3 101 (5.53%) Retail
4 97 (5.32%) Games
5 67 (3.67%) Front Office
6 54 (2.96%) Marketing
7 47 (2.58%) Law
8 41 (2.25%) Public Sector
9 38 (2.08%) Advertising
10 33 (1.81%) Financial Institution
11 28 (1.53%) Investment Banking
12 14 (0.77%) Manufacturing
13 12 (0.66%) Legal
13 12 (0.66%) Publishing
14 9 (0.49%) Automotive
15 7 (0.38%) French Language
15 7 (0.38%) German Language
15 7 (0.38%) Spanish Language
16 6 (0.33%) Corporate Banking
17 5 (0.27%) Billing
Job Titles
1 967 (52.99%) Developer
2 356 (19.51%) .NET Developer
3 256 (14.03%) Java Developer
4 241 (13.21%) Senior Developer
5 237 (12.99%) C# Developer
6 208 (11.40%) Data Engineer
7 196 (10.74%) C# .NET Developer
8 145 (7.95%) Architect
9 126 (6.90%) ASP.NET Developer
10 125 (6.85%) C# ASP.NET Developer
11 117 (6.41%) Software Engineer
12 95 (5.21%) Java Engineer
13 90 (4.93%) Senior Java Developer
14 83 (4.55%) Python Engineer
15 74 (4.05%) ASP.NET MVC Developer
15 74 (4.05%) Python Developer
16 73 (4.00%) Lead Developer
17 66 (3.62%) AWS Engineer
18 65 (3.56%) Data Architect
18 65 (3.56%) Software Developer
Libraries, Frameworks & Software Standards
1 534 (29.26%) .NET
2 396 (21.70%) RESTful
3 384 (21.04%) Node.js
4 358 (19.62%) ASP.NET
4 358 (19.62%) ASP.NET Web API
5 334 (18.30%) AngularJS
6 306 (16.77%) ASP.NET MVC
7 295 (16.16%) HTML
8 292 (16.00%) CSS
9 279 (15.29%) React
10 243 (13.32%) REST
11 239 (13.10%) Web Services
12 233 (12.77%) .NET Framework
13 207 (11.34%) Entity Framework
14 206 (11.29%) Spring
15 197 (10.79%) .NET Core
16 184 (10.08%) WCF
17 176 (9.64%) Kafka
18 160 (8.77%) ASP.NET MVC 5
19 156 (8.55%) Code First Entity Framework
Miscellaneous
1 156 (8.55%) Greenfield Project
2 140 (7.67%) Analytical Skills
3 102 (5.59%) Data Structures
4 96 (5.26%) Algorithms
5 80 (4.38%) User Experience
6 56 (3.07%) Enterprise Software
7 45 (2.47%) Public Cloud
8 40 (2.19%) Self-Motivation
9 37 (2.03%) Derivative
10 35 (1.92%) Equities
10 35 (1.92%) Fixed Income
11 34 (1.86%) Blog
11 34 (1.86%) Cloud Native
11 34 (1.86%) Social Network
12 31 (1.70%) Hedge funds
13 29 (1.59%) Mobile App
14 28 (1.53%) Equity Derivative
14 28 (1.53%) Management Information System
15 25 (1.37%) Foreign Exchange (FX)
16 22 (1.21%) Virtual Team
Operating Systems
1 262 (14.36%) Linux
2 152 (8.33%) Windows
3 105 (5.75%) Unix
4 24 (1.32%) CentOS
5 17 (0.93%) Mac OS
6 13 (0.71%) Windows Server
7 12 (0.66%) Ubuntu
8 11 (0.60%) Android
8 11 (0.60%) Apple iOS
8 11 (0.60%) Red Hat Enterprise Linux
9 7 (0.38%) Solaris
10 5 (0.27%) Windows Server 2012
11 4 (0.22%) Windows 10
12 2 (0.11%) CoreOS
12 2 (0.11%) Debian
12 2 (0.11%) Windows 7
12 2 (0.11%) Windows Server 2008
13 1 (0.055%) DC/OS
13 1 (0.055%) Mac OS X
13 1 (0.055%) Nucleus RTOS
Processes & Methodologies
1 1,062 (58.19%) Agile Software Development
2 547 (29.97%) TDD
3 509 (27.89%) Microservices
4 430 (23.56%) MVC
5 403 (22.08%) DevOps
6 372 (20.38%) Software Engineering
7 334 (18.30%) BDD
8 298 (16.33%) Analytics
9 284 (15.56%) Machine Learning
10 244 (13.37%) Web Application Development
11 232 (12.71%) Scrum
12 216 (11.84%) Business Intelligence
13 208 (11.40%) Data Science
14 203 (11.12%) OO
15 202 (11.07%) Continuous Integration
16 198 (10.85%) Test Automation
17 190 (10.41%) ETL
18 171 (9.37%) Data Modelling
19 165 (9.04%) Problem-Solving
20 161 (8.82%) Artificial Intelligence
Programming Languages
1 882 (48.33%) SQL
2 680 (37.26%) Java
3 613 (33.59%) JavaScript
4 610 (33.42%) Python
5 600 (32.88%) C#
6 227 (12.44%) Scala
7 217 (11.89%) Ruby
8 136 (7.45%) Java 8
9 112 (6.14%) R
10 94 (5.15%) TypeScript
11 88 (4.82%) T-SQL
12 76 (4.16%) PHP
13 72 (3.95%) Bash Shell
14 63 (3.45%) Go
15 60 (3.29%) C++
16 48 (2.63%) PowerShell
17 43 (2.36%) ES6
18 39 (2.14%) PL/SQL
19 29 (1.59%) Kotlin
20 23 (1.26%) Groovy
Qualifications
1 246 (13.48%) Degree
2 112 (6.14%) Computer Science Degree
3 34 (1.86%) Master's Degree
4 20 (1.10%) PhD
5 17 (0.93%) AWS Certification
6 14 (0.77%) Security Cleared
7 9 (0.49%) DV Cleared
8 8 (0.44%) Microsoft Certification
9 7 (0.38%) MCP
10 6 (0.33%) Numerate Degree
11 5 (0.27%) MBA
12 4 (0.22%) ISTQB
13 3 (0.16%) SC Cleared
14 2 (0.11%) DBS Check
14 2 (0.11%) Postgraduate
15 1 (0.055%) MCSA
15 1 (0.055%) PMI Certification
15 1 (0.055%) Six Sigma Black Belt
Quality Assurance & Compliance
1 80 (4.38%) QA
2 56 (3.07%) Data Quality
3 14 (0.77%) GDPR
4 7 (0.38%) ISO/IEC 20000
4 7 (0.38%) ISO/IEC 27001
5 2 (0.11%) HIPAA
5 2 (0.11%) PSD2
6 1 (0.055%) Actionable Recommendations
6 1 (0.055%) PCI DSS
6 1 (0.055%) SLA
System Software
1 449 (24.60%) Docker
2 54 (2.96%) HDFS
3 31 (1.70%) Apache ZooKeeper
4 22 (1.21%) VirtualBox
5 12 (0.66%) Active Directory
6 10 (0.55%) Apache Flume
6 10 (0.55%) Varnish
6 10 (0.55%) VMware Infrastructure
7 5 (0.27%) etcd
8 4 (0.22%) KVM
8 4 (0.22%) oVirt
8 4 (0.22%) QEMU
8 4 (0.22%) vSphere
9 3 (0.16%) Hyper-V
9 3 (0.16%) Virtual Machines
10 1 (0.055%) vCloud
10 1 (0.055%) Virtual Desktop
Systems Management
1 287 (15.73%) Kubernetes
2 86 (4.71%) Terraform
3 69 (3.78%) Ansible
4 44 (2.41%) Puppet
5 31 (1.70%) Hadoop YARN
6 29 (1.59%) Docker Swarm
7 26 (1.42%) Opscode Chef
8 19 (1.04%) Automic
9 18 (0.99%) Prometheus
10 16 (0.88%) Grafana
11 15 (0.82%) Consul
12 14 (0.77%) Oozie
13 12 (0.66%) Rancher
14 11 (0.60%) Kibana
15 9 (0.49%) Data Guard
16 7 (0.38%) Istio
17 6 (0.33%) Packer
18 5 (0.27%) Ambari
18 5 (0.27%) Graphite
18 5 (0.27%) linkerd
Vendors
1 233 (12.77%) Microsoft
2 147 (8.05%) Oracle
3 145 (7.95%) Google
4 71 (3.89%) Tableau
5 66 (3.62%) Cloudera
6 43 (2.36%) Hortonworks
7 40 (2.19%) Databricks
8 37 (2.03%) Talend
9 36 (1.97%) Informatica
10 35 (1.92%) Splunk
11 28 (1.53%) IBM
12 27 (1.48%) SAP
13 21 (1.15%) Cadence
14 19 (1.04%) Facebook
14 19 (1.04%) FactSet
14 19 (1.04%) Nintex
15 18 (0.99%) Salesforce.com
16 14 (0.77%) VMware
17 13 (0.71%) Apple
17 13 (0.71%) Zend