Period
to 18 June 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 18 June 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
18 Jun 2019
Same period 2018 Same period 2017
Rank 82 69 74
Rank change year-on-year -13 +5 +15
Permanent jobs citing NoSQL 2,120 2,910 2,884
As % of all permanent IT jobs advertised in London 3.69% 4.20% 4.13%
As % of the Database & Business Intelligence category 12.88% 13.38% 13.64%
Number of salaries quoted 1,857 2,253 2,454
London median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% +8.33%
10th Percentile £38,750 £45,000 £42,500
90th Percentile £103,750 £93,750 £93,750
England median annual salary £62,500 £55,000 £57,500
% change year-on-year +13.64% -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 16,461 21,753 21,145
As % of all permanent IT jobs advertised in London 28.63% 31.43% 30.26%
Number of salaries quoted 13,675 17,287 18,010
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £38,750 £37,500 £36,250
90th Percentile £95,000 £92,500 £90,000
England median annual salary £52,500 £50,000 £47,500
% 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 18 June 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 18 June 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 +18 499 £72,500 +3.57% 30
West London -26 29 £60,000 - 3
South London -15 15 £70,000 +21.74% 3
East London +10 5 £73,750 +9.26% 3
North London -1 1 £60,000 -20.00% 1
NoSQL
England

For the 6 months to 18 June 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 1,200 (56.60%) Agile Software Development
2 1,005 (47.41%) SQL
3 918 (43.30%) Java
4 863 (40.71%) Amazon AWS
5 783 (36.93%) Python
6 682 (32.17%) C#
7 674 (31.79%) JavaScript
8 661 (31.18%) TDD
9 631 (29.76%) .NET
10 593 (27.97%) Big Data
11 549 (25.90%) SQL Server
12 534 (25.19%) Microsoft Azure
13 517 (24.39%) Hadoop
14 511 (24.10%) Microservices
15 509 (24.01%) MVC
16 480 (22.64%) Finance
17 466 (21.98%) Software Engineering
18 461 (21.75%) Kafka
19 442 (20.85%) Git (software)
20 438 (20.66%) MongoDB
21 418 (19.72%) Node.js
21 418 (19.72%) DevOps
22 416 (19.62%) RESTful
23 411 (19.39%) ASP.NET Web API
23 411 (19.39%) Docker
23 411 (19.39%) Apache Spark
24 408 (19.25%) BDD
25 397 (18.73%) ASP.NET
26 379 (17.88%) Scrum
27 376 (17.74%) Scala

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
1 411 (19.39%) Apache Spark
2 234 (11.04%) Elasticsearch
3 119 (5.61%) Apache Pig
4 98 (4.62%) Apache
5 62 (2.92%) Apache Solr
6 55 (2.59%) SharePoint
7 33 (1.56%) IIS
8 32 (1.51%) Tomcat
9 31 (1.46%) Confluence
10 30 (1.42%) CMS
11 20 (0.94%) SAS
12 19 (0.90%) Cloud Foundry
13 16 (0.75%) WordPress
14 15 (0.71%) nginx
15 12 (0.57%) Jetty
16 7 (0.33%) BizTalk Server
16 7 (0.33%) Drupal
16 7 (0.33%) JBoss
16 7 (0.33%) WebLogic
17 6 (0.28%) GlassFish
Applications
1 6 (0.28%) Chatbot
2 4 (0.19%) Microsoft Excel
2 4 (0.19%) Microsoft PowerPoint
3 2 (0.094%) SPSS
4 1 (0.047%) Adobe Premiere
4 1 (0.047%) ArchiCAD
4 1 (0.047%) AutoCAD
4 1 (0.047%) MicroStation
4 1 (0.047%) MS Visio
4 1 (0.047%) Photoshop
4 1 (0.047%) Revit
4 1 (0.047%) Weka
Business Applications
1 32 (1.51%) Dynamics CRM
2 4 (0.19%) Distributed Ledger
2 4 (0.19%) SDL Web 8
3 3 (0.14%) Fredhopper
3 3 (0.14%) Magento
3 3 (0.14%) SAP Hybris
4 2 (0.094%) Payment Gateway
4 2 (0.094%) SAP ERP
4 2 (0.094%) SAP InfiniteInsight
5 1 (0.047%) Dynamics GP
Cloud Services
1 863 (40.71%) Amazon AWS
2 534 (25.19%) Microsoft Azure
3 254 (11.98%) Google Cloud Platform
4 153 (7.22%) Serverless
5 105 (4.95%) SaaS
6 103 (4.86%) Power Platform
7 96 (4.53%) AWS Lambda
8 85 (4.01%) Amazon S3
9 78 (3.68%) PaaS
10 76 (3.58%) GitHub
11 66 (3.11%) Cloud Computing
12 57 (2.69%) Amazon SQS
13 43 (2.03%) Amazon EC2
13 43 (2.03%) IaaS
14 38 (1.79%) Amazon ECS
15 36 (1.70%) Amazon Kinesis
16 32 (1.51%) Amazon EMR
17 30 (1.42%) AWS CloudFormation
18 24 (1.13%) Heroku
19 22 (1.04%) Apigee
Communications & Networking
1 50 (2.36%) HTTP
2 40 (1.89%) Internet
3 20 (0.94%) DNS
4 19 (0.90%) Firewall
5 12 (0.57%) TCP/IP
5 12 (0.57%) VPN
6 11 (0.52%) Reverse Proxy
7 8 (0.38%) AMQP
8 6 (0.28%) GoToMeeting
8 6 (0.28%) Skype
8 6 (0.28%) SSH
9 5 (0.24%) SMS
9 5 (0.24%) Unified Communications
10 4 (0.19%) BIG-IP
11 3 (0.14%) DMZ
11 3 (0.14%) SSL
12 2 (0.094%) Intranet
12 2 (0.094%) SNMP
12 2 (0.094%) VLAN
12 2 (0.094%) Wireshark
Database & Business Intelligence
1 593 (27.97%) Big Data
2 549 (25.90%) SQL Server
3 517 (24.39%) Hadoop
4 438 (20.66%) MongoDB
5 348 (16.42%) Apache Cassandra
6 290 (13.68%) MySQL
7 227 (10.71%) Apache Hive
8 226 (10.66%) HBase
9 200 (9.43%) SQL Server 2016
10 196 (9.25%) Data Warehouse
11 195 (9.20%) Relational Database
12 176 (8.30%) PostgreSQL
13 157 (7.41%) Redis
14 151 (7.12%) Amazon DynamoDB
15 135 (6.37%) Amazon Redshift
16 110 (5.19%) Impala
17 109 (5.14%) CouchDB
18 103 (4.86%) Power BI
19 94 (4.43%) Flink
20 79 (3.73%) Couchbase
Development Applications
1 442 (20.85%) Git (software)
2 183 (8.63%) Jenkins
3 94 (4.43%) Team Foundation Server
4 93 (4.39%) TeamCity
5 92 (4.34%) JIRA
6 74 (3.49%) Visual Studio Team System
7 70 (3.30%) Maven
8 61 (2.88%) Selenium
9 54 (2.55%) JUnit
10 42 (1.98%) GitLab
11 40 (1.89%) Gradle
11 40 (1.89%) Octopus Deploy
12 37 (1.75%) Visual Studio
13 36 (1.70%) Atlassian Bamboo
13 36 (1.70%) webpack
14 31 (1.46%) Vagrant
15 28 (1.32%) SpecFlow
16 26 (1.23%) NUnit
17 25 (1.18%) Cucumber
18 24 (1.13%) Mockito
General
1 480 (22.64%) Finance
2 183 (8.63%) Banking
3 130 (6.13%) Retail
4 118 (5.57%) Law
5 111 (5.24%) Games
6 73 (3.44%) Marketing
7 40 (1.89%) Telecoms
8 39 (1.84%) Financial Institution
9 38 (1.79%) Advertising
10 35 (1.65%) Investment Banking
11 25 (1.18%) Publishing
12 14 (0.66%) Front Office
13 12 (0.57%) Legal
14 8 (0.38%) Manufacturing
14 8 (0.38%) Music Industry
15 7 (0.33%) Pharmaceutical
16 6 (0.28%) Electronics
17 4 (0.19%) French Language
17 4 (0.19%) German Language
17 4 (0.19%) Spanish Language
Job Titles
1 1,085 (51.18%) Developer
2 414 (19.53%) .NET Developer
3 303 (14.29%) Data Engineer
4 277 (13.07%) C# Developer
5 262 (12.36%) Java Developer
6 247 (11.65%) Senior Developer
7 222 (10.47%) C# .NET Developer
8 209 (9.86%) Architect
9 147 (6.93%) Big Data Engineer
10 142 (6.70%) ASP.NET Developer
11 141 (6.65%) C# ASP.NET Developer
12 125 (5.90%) Data Architect
13 121 (5.71%) Software Engineer
14 91 (4.29%) Hadoop Engineer
15 84 (3.96%) Java Engineer
16 83 (3.92%) Python Engineer
17 81 (3.82%) ASP.NET MVC Developer
18 78 (3.68%) Lead Developer
19 73 (3.44%) Big Data Architect
19 73 (3.44%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 631 (29.76%) .NET
2 461 (21.75%) Kafka
3 418 (19.72%) Node.js
4 416 (19.62%) RESTful
5 411 (19.39%) ASP.NET Web API
6 397 (18.73%) ASP.NET
7 374 (17.64%) AngularJS
8 364 (17.17%) CSS
9 346 (16.32%) HTML
10 342 (16.13%) ASP.NET MVC
11 337 (15.90%) React
12 322 (15.19%) REST
13 299 (14.10%) Web Services
14 245 (11.56%) .NET Framework
15 243 (11.46%) Spring
16 234 (11.04%) .NET Core
17 229 (10.80%) Entity Framework
18 178 (8.40%) WCF
19 165 (7.78%) ASP.NET MVC 5
20 159 (7.50%) Code First Entity Framework
Miscellaneous
1 174 (8.21%) Greenfield Project
2 158 (7.45%) Analytical Skills
3 106 (5.00%) Algorithms
4 89 (4.20%) User Experience
5 82 (3.87%) Data Structures
6 71 (3.35%) Enterprise Software
7 62 (2.92%) Cloud Native
8 47 (2.22%) Mobile App
9 39 (1.84%) Hedge funds
9 39 (1.84%) Linux Command Line
10 36 (1.70%) Clustering
11 33 (1.56%) Social Network
12 29 (1.37%) N-Tier
12 29 (1.37%) Replication
13 26 (1.23%) Robotics
14 24 (1.13%) Social Media
15 23 (1.08%) Blog
16 19 (0.90%) Public Cloud
17 18 (0.85%) Hybrid Cloud
18 17 (0.80%) Management Information System
Operating Systems
1 242 (11.42%) Linux
2 186 (8.77%) Windows
3 113 (5.33%) Unix
4 34 (1.60%) CentOS
5 31 (1.46%) Apple iOS
6 29 (1.37%) Ubuntu
7 28 (1.32%) Red Hat Enterprise Linux
8 22 (1.04%) Windows Server
9 18 (0.85%) Android
10 13 (0.61%) Fedora
11 12 (0.57%) SUSE
12 10 (0.47%) Mac OS
13 8 (0.38%) Windows Server 2012
14 6 (0.28%) Mac OS X
14 6 (0.28%) Windows 7
15 4 (0.19%) Windows Server 2008
16 3 (0.14%) DC/OS
16 3 (0.14%) Debian
17 2 (0.094%) CoreOS
17 2 (0.094%) Windows NT
Processes & Methodologies
1 1,200 (56.60%) Agile Software Development
2 661 (31.18%) TDD
3 511 (24.10%) Microservices
4 509 (24.01%) MVC
5 466 (21.98%) Software Engineering
6 418 (19.72%) DevOps
7 408 (19.25%) BDD
8 379 (17.88%) Scrum
9 349 (16.46%) Analytics
10 312 (14.72%) Machine Learning
11 266 (12.55%) Web Application Development
12 249 (11.75%) Business Intelligence
13 244 (11.51%) Data Science
14 243 (11.46%) Continuous Integration
15 242 (11.42%) Test Automation
16 232 (10.94%) Data Modelling
17 212 (10.00%) ETL
18 205 (9.67%) OO
19 191 (9.01%) Artificial Intelligence
20 177 (8.35%) Fintech
Programming Languages
1 1,005 (47.41%) SQL
2 918 (43.30%) Java
3 783 (36.93%) Python
4 682 (32.17%) C#
5 674 (31.79%) JavaScript
6 376 (17.74%) Scala
7 244 (11.51%) Ruby
8 155 (7.31%) Java 8
9 109 (5.14%) Go
10 100 (4.72%) PHP
11 89 (4.20%) T-SQL
12 78 (3.68%) PowerShell
12 78 (3.68%) TypeScript
13 73 (3.44%) R
14 54 (2.55%) ES6
15 46 (2.17%) C++
16 44 (2.08%) Bash Shell
17 33 (1.56%) Clojure
17 33 (1.56%) PL/SQL
18 31 (1.46%) Groovy
Qualifications
1 209 (9.86%) Degree
2 69 (3.25%) Computer Science Degree
3 31 (1.46%) PhD
4 20 (0.94%) MCSA
4 20 (0.94%) Microsoft Certification
5 19 (0.90%) AWS Certification
6 15 (0.71%) Security Cleared
7 12 (0.57%) Master's Degree
8 10 (0.47%) Numerate Degree
9 6 (0.28%) MCP
10 5 (0.24%) DV Cleared
10 5 (0.24%) SC Cleared
10 5 (0.24%) TOGAF Certification
11 2 (0.094%) MCSE
11 2 (0.094%) Postgraduate
12 1 (0.047%) CISSP
12 1 (0.047%) CSSLP
12 1 (0.047%) GWAPT
12 1 (0.047%) SANS
Quality Assurance & Compliance
1 68 (3.21%) QA
2 29 (1.37%) Data Quality
3 24 (1.13%) GDPR
4 8 (0.38%) ISO/IEC 27001
5 6 (0.28%) HIPAA
6 4 (0.19%) ISO/IEC 20000
6 4 (0.19%) PCI DSS
7 3 (0.14%) IFRS
7 3 (0.14%) MiFID
7 3 (0.14%) Solvency II
8 2 (0.094%) SLA
9 1 (0.047%) Actionable Recommendations
9 1 (0.047%) COBIT
9 1 (0.047%) HL7
9 1 (0.047%) PSD2
System Software
1 411 (19.39%) Docker
2 86 (4.06%) Apache Flume
3 70 (3.30%) Apache ZooKeeper
4 47 (2.22%) HDFS
5 30 (1.42%) VMware Infrastructure
6 17 (0.80%) Active Directory
7 9 (0.42%) Hyper-V
8 6 (0.28%) Virtual Machines
9 5 (0.24%) Varnish
9 5 (0.24%) VirtualBox
10 4 (0.19%) vSphere
11 2 (0.094%) BitLocker
11 2 (0.094%) iptables
11 2 (0.094%) Oracle RAC
12 1 (0.047%) etcd
12 1 (0.047%) Firmware
12 1 (0.047%) Terminal Services
12 1 (0.047%) Virtual Desktop
12 1 (0.047%) VMware ESXi
12 1 (0.047%) XenDesktop
Systems Management
1 266 (12.55%) Kubernetes
2 111 (5.24%) Oozie
3 88 (4.15%) Terraform
4 86 (4.06%) Hadoop YARN
5 60 (2.83%) Ansible
6 54 (2.55%) Opscode Chef
7 48 (2.26%) Ambari
8 43 (2.03%) Puppet
9 37 (1.75%) Prometheus
10 35 (1.65%) Grafana
11 24 (1.13%) Rancher
12 21 (0.99%) Mesos
13 19 (0.90%) Failover Clustering
14 18 (0.85%) Perfmon
15 16 (0.75%) Kibana
16 10 (0.47%) logstash
17 8 (0.38%) Docker Swarm
18 7 (0.33%) Marathon
19 4 (0.19%) Graylog
19 4 (0.19%) SCCM
Vendors
1 227 (10.71%) Microsoft
2 172 (8.11%) Google
3 168 (7.92%) Oracle
4 157 (7.41%) Cloudera
5 119 (5.61%) Tableau
6 96 (4.53%) Databricks
7 85 (4.01%) Hortonworks
8 69 (3.25%) MapR
9 59 (2.78%) Talend
10 55 (2.59%) Informatica
11 46 (2.17%) IBM
12 39 (1.84%) SAP
12 39 (1.84%) Splunk
13 35 (1.65%) VMware
14 32 (1.51%) Nintex
15 30 (1.42%) Red Hat
16 22 (1.04%) HP
17 21 (0.99%) Salesforce.com
18 19 (0.90%) Cognizant
19 18 (0.85%) TIBCO