Period
to 22 October 2017

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 22 October 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
22 Oct 2017
Same period 2016 Same period 2015
Rank 83 75 97
Rank change year-on-year -8 +22 +55
Permanent jobs citing NoSQL 2796 3045 2794
As % of all permanent IT jobs advertised in London 3.77% 3.99% 3.14%
As % of the Database & Business Intelligence category 12.72% 13.60% 10.21%
Number of salaries quoted 2303 2707 2462
London median annual salary £65,000 £62,500 £62,500
Median salary % change year-on-year +4.00% - +8.70%
10th Percentile £45,000 £42,500 £42,500
90th Percentile £95,000 £90,000 £90,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 21979 22392 27375
As % of all permanent IT jobs advertised in London 29.65% 29.34% 30.81%
Number of salaries quoted 17586 19449 23135
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 22 October 2017.

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 22 October 2017. 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 -8 434 £62,500 +4.17% 51
West London +8 149 £62,500 -3.85% 18
South London +37 51 £65,000 -6.47% 1
East London +2 28 £60,000 -14.29% 11
North London +14 21 £55,000 -16.98% 2
NoSQL
England

For the 6 months to 22 October 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for NoSQL.

1 1716 (61.37%) Agile Software Development
2 1338 (47.85%) Java
3 1182 (42.27%) SQL
4 1036 (37.05%) TDD
5 906 (32.40%) MongoDB
6 893 (31.94%) JavaScript
7 837 (29.94%) Amazon AWS
8 761 (27.22%) Finance
9 724 (25.89%) SQL Server
10 711 (25.43%) Python
11 693 (24.79%) .NET
12 692 (24.75%) Git (software)
13 691 (24.71%) RESTful
14 679 (24.28%) C#
15 669 (23.93%) DevOps
16 657 (23.50%) Microservices
17 594 (21.24%) Linux
18 591 (21.14%) Big Data
19 587 (20.99%) Node.js
20 584 (20.89%) Scrum
21 578 (20.67%) Continuous Integration
22 574 (20.53%) BDD
23 560 (20.03%) AngularJS
24 537 (19.21%) MVC
25 536 (19.17%) MySQL
26 532 (19.03%) Apache Cassandra
27 531 (18.99%) Hadoop
28 527 (18.85%) Spring
29 501 (17.92%) REST
30 498 (17.81%) Microsoft Azure

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
1 343 (12.27%) Apache Spark
2 272 (9.73%) Elasticsearch
3 232 (8.30%) Apache
4 189 (6.76%) Tomcat
5 96 (3.43%) JBoss
6 88 (3.15%) OpenStack
7 87 (3.11%) Apache Solr
8 70 (2.50%) Confluence
9 59 (2.11%) SAS
10 58 (2.07%) nginx
11 56 (2.00%) CMS
12 53 (1.90%) WebSphere
13 51 (1.82%) Apache Pig
13 51 (1.82%) Jetty
14 47 (1.68%) Ethereum
15 45 (1.61%) Oracle SOA Suite
16 43 (1.54%) WebLogic
17 39 (1.39%) IIS
18 35 (1.25%) Hyperledger
19 22 (0.79%) eris
Applications
1 38 (1.36%) SPSS
2 34 (1.22%) Microsoft Excel
3 7 (0.25%) Adobe Illustrator
3 7 (0.25%) Photoshop
4 5 (0.18%) HipChat
4 5 (0.18%) Microsoft Office
5 2 (0.072%) Weka
6 1 (0.036%) GNU Octave
6 1 (0.036%) LaTeX
6 1 (0.036%) Microsoft PowerPoint
6 1 (0.036%) MS Visio
Business Applications
1 18 (0.64%) Eloqua
2 11 (0.39%) SAP ERP
2 11 (0.39%) SAP InfiniteInsight
3 6 (0.21%) Revive Adserver
4 3 (0.11%) Magento
4 3 (0.11%) WebTrends
5 2 (0.072%) NetSuite
6 1 (0.036%) Adobe Campaign
6 1 (0.036%) FastStats PeopleStage
6 1 (0.036%) Oracle EBS
6 1 (0.036%) Oracle FAH
6 1 (0.036%) RMDS
6 1 (0.036%) Salesforce.com CRM
6 1 (0.036%) SAP Hybris
6 1 (0.036%) Unica
Cloud Services
1 837 (29.94%) Amazon AWS
2 498 (17.81%) Microsoft Azure
3 161 (5.76%) SaaS
4 143 (5.11%) Google Cloud Platform
5 132 (4.72%) GitHub
6 72 (2.58%) Cloud Computing
7 63 (2.25%) PaaS
8 58 (2.07%) Amazon EC2
8 58 (2.07%) Serverless
9 55 (1.97%) Amazon S3
10 41 (1.47%) IaaS
11 31 (1.11%) AWS CloudFormation
12 29 (1.04%) npm
13 22 (0.79%) Amazon EMR
13 22 (0.79%) AWS Lambda
14 16 (0.57%) Amazon ELB
14 16 (0.57%) Virtual Private Cloud
15 12 (0.43%) Amazon SQS
15 12 (0.43%) Azure Machine Learning
16 10 (0.36%) Google App Engine
Communications & Networking
1 106 (3.79%) Internet
2 99 (3.54%) HTTP
3 43 (1.54%) Firewall
4 40 (1.43%) TCP/IP
5 31 (1.11%) DNS
6 30 (1.07%) LDAP
7 25 (0.89%) SSL
8 16 (0.57%) AMQP
8 16 (0.57%) SAN
8 16 (0.57%) SMPP
9 12 (0.43%) VPN
10 11 (0.39%) IMAP
10 11 (0.39%) NAS
10 11 (0.39%) SMTP
11 9 (0.32%) Broadband
12 8 (0.29%) Kerberos
13 7 (0.25%) ICMP
14 5 (0.18%) Wi-Fi
15 4 (0.14%) Skype
16 3 (0.11%) BIG-IP
Database & Business Intelligence
1 906 (32.40%) MongoDB
2 724 (25.89%) SQL Server
3 591 (21.14%) Big Data
4 536 (19.17%) MySQL
5 532 (19.03%) Apache Cassandra
6 531 (18.99%) Hadoop
7 403 (14.41%) Relational Database
8 362 (12.95%) Redis
9 222 (7.94%) RDBMS
10 214 (7.65%) PostgreSQL
11 202 (7.22%) SQL Server 2014
12 148 (5.29%) Apache Hive
13 131 (4.69%) Amazon DynamoDB
13 131 (4.69%) HBase
14 122 (4.36%) Data Warehouse
15 108 (3.86%) Neo4j
16 101 (3.61%) Couchbase
17 96 (3.43%) SQL Server Integration Services
18 80 (2.86%) SQL Server Reporting Services
19 77 (2.75%) Blockchain
Development Applications
1 692 (24.75%) Git (software)
2 373 (13.34%) Jenkins
3 244 (8.73%) Maven
4 200 (7.15%) JIRA
5 199 (7.12%) TeamCity
6 163 (5.83%) JUnit
7 127 (4.54%) Subversion
8 104 (3.72%) gulp
9 92 (3.29%) Gradle
9 92 (3.29%) Grunt
10 91 (3.25%) Team Foundation Server
11 84 (3.00%) Mercurial
12 81 (2.90%) Ant
13 80 (2.86%) jMock
14 73 (2.61%) Cucumber
15 66 (2.36%) Hudson
15 66 (2.36%) Octopus Deploy
16 63 (2.25%) Visual Studio
16 63 (2.25%) webpack
17 52 (1.86%) Selenium
General
1 761 (27.22%) Finance
2 264 (9.44%) Banking
3 166 (5.94%) Games
4 141 (5.04%) Marketing
5 139 (4.97%) Retail
6 98 (3.51%) Investment Banking
7 88 (3.15%) Advertising
8 82 (2.93%) Retail Banking
9 78 (2.79%) Publishing
10 66 (2.36%) Telecoms
11 45 (1.61%) Front Office
12 32 (1.14%) Law
13 27 (0.97%) Manufacturing
14 24 (0.86%) Legal
15 22 (0.79%) Electronics
16 20 (0.72%) Financial Institution
16 20 (0.72%) Online Betting
17 19 (0.68%) Automotive
18 18 (0.64%) Pharmaceutical
19 9 (0.32%) Aerospace
Job Titles
1 1559 (55.76%) Developer
2 642 (22.96%) Java Developer
3 375 (13.41%) Senior Developer
4 344 (12.30%) .NET Developer
5 256 (9.16%) Architect
6 210 (7.51%) C# Developer
7 191 (6.83%) Full Stack Developer
8 169 (6.04%) Senior Java Developer
9 164 (5.87%) JavaScript Developer
10 145 (5.19%) C# .NET Developer
11 137 (4.90%) Software Developer
11 137 (4.90%) Software Engineer
12 132 (4.72%) DevOps Engineer
13 122 (4.36%) Data Engineer
14 116 (4.15%) DBA
15 108 (3.86%) Lead Developer
16 104 (3.72%) Node.js Developer
17 101 (3.61%) NoSQL Developer
18 95 (3.40%) Java Engineer
19 92 (3.29%) Data Architect
Libraries, Frameworks & Software Standards
1 693 (24.79%) .NET
2 691 (24.71%) RESTful
3 587 (20.99%) Node.js
4 560 (20.03%) AngularJS
5 527 (18.85%) Spring
6 501 (17.92%) REST
7 476 (17.02%) HTML
8 411 (14.70%) Web Services
9 398 (14.23%) CSS
10 355 (12.70%) ASP.NET Web API
11 354 (12.66%) React
12 320 (11.44%) ASP.NET
13 281 (10.05%) ASP.NET MVC
14 275 (9.84%) Hibernate
15 245 (8.76%) Kafka
16 237 (8.48%) HTML5
17 220 (7.87%) WCF
18 187 (6.69%) .NET Framework
19 179 (6.40%) ASP.NET MVC 5
20 172 (6.15%) Entity Framework
Miscellaneous
1 382 (13.66%) Computer Science
2 235 (8.40%) Greenfield Project
3 199 (7.12%) Fintech
4 191 (6.83%) Enterprise Software
5 175 (6.26%) Algorithms
6 152 (5.44%) Analytical Skills
7 143 (5.11%) User Experience
8 123 (4.40%) Data Structures
9 82 (2.93%) Hedge funds
10 76 (2.72%) Linux Command Line
11 73 (2.61%) Clustering
12 65 (2.32%) Mobile App
13 52 (1.86%) Data Centre
14 50 (1.79%) Blog
15 39 (1.39%) Client/Server
16 37 (1.32%) Public Cloud
17 36 (1.29%) BBC
18 34 (1.22%) Replication
19 32 (1.14%) Equities
19 32 (1.14%) Fixed Income
Operating Systems
1 594 (21.24%) Linux
2 234 (8.37%) Windows
3 175 (6.26%) Unix
4 87 (3.11%) Android
5 77 (2.75%) Apple iOS
6 54 (1.93%) CentOS
7 50 (1.79%) Windows Server
8 39 (1.39%) Ubuntu
9 35 (1.25%) Red Hat Enterprise Linux
10 19 (0.68%) Windows Server 2012
11 18 (0.64%) Mac OS X
12 15 (0.54%) Windows 10
13 12 (0.43%) Solaris
14 7 (0.25%) Windows Server 2008
15 5 (0.18%) Debian
16 3 (0.11%) CoreOS
16 3 (0.11%) SUSE Linux Enterprise Server
16 3 (0.11%) Windows 7
17 1 (0.036%) Mac OS
17 1 (0.036%) Mesosphere
Processes & Methodologies
1 1716 (61.37%) Agile Software Development
2 1036 (37.05%) TDD
3 669 (23.93%) DevOps
4 657 (23.50%) Microservices
5 584 (20.89%) Scrum
6 578 (20.67%) Continuous Integration
7 574 (20.53%) BDD
8 537 (19.21%) MVC
9 452 (16.17%) Analytics
10 405 (14.48%) Software Engineering
11 382 (13.66%) Open Source
12 318 (11.37%) OO
13 307 (10.98%) Kanban
14 262 (9.37%) Multithreading
15 260 (9.30%) E-Commerce
16 253 (9.05%) Business Intelligence
17 249 (8.91%) Unit Testing
18 240 (8.58%) SOA
19 221 (7.90%) Machine Learning
20 205 (7.33%) Mathematics
Programming Languages
1 1338 (47.85%) Java
2 1182 (42.27%) SQL
3 893 (31.94%) JavaScript
4 711 (25.43%) Python
5 679 (24.28%) C#
6 358 (12.80%) Scala
7 339 (12.12%) Ruby
8 163 (5.83%) Go
9 161 (5.76%) C++
9 161 (5.76%) PHP
10 134 (4.79%) R
10 134 (4.79%) T-SQL
11 118 (4.22%) Groovy
12 110 (3.93%) Bash Shell
13 104 (3.72%) PowerShell
14 97 (3.47%) Perl
15 86 (3.08%) ES6
16 79 (2.83%) C
17 75 (2.68%) F#
18 72 (2.58%) Shell Script
Qualifications
1 397 (14.20%) Degree
2 156 (5.58%) Computer Science Degree
3 73 (2.61%) Master's Degree
4 64 (2.29%) PhD
5 54 (1.93%) Security Cleared
6 47 (1.68%) SC Cleared
7 20 (0.72%) Microsoft Certification
8 16 (0.57%) DV Cleared
9 10 (0.36%) MySQL Certification
10 8 (0.29%) MCITP
10 8 (0.29%) MCTS
10 8 (0.29%) Numerate Degree
11 7 (0.25%) CISM
11 7 (0.25%) CTC Cleared
12 6 (0.21%) CISSP
12 6 (0.21%) MBA
12 6 (0.21%) Postgraduate
13 2 (0.072%) CCIE
13 2 (0.072%) CCNA
13 2 (0.072%) Cisco Certification
Quality Assurance & Compliance
1 178 (6.37%) QA
2 55 (1.97%) Data Quality
3 29 (1.04%) GDPR
4 26 (0.93%) GCP
5 17 (0.61%) PCI DSS
6 5 (0.18%) COBIT
7 3 (0.11%) PSD2
7 3 (0.11%) SLA
8 2 (0.072%) MiFID
8 2 (0.072%) PMO
9 1 (0.036%) Actionable Recommendations
System Software
1 451 (16.13%) Docker
2 65 (2.32%) Apache Flume
3 59 (2.11%) Active Directory
4 54 (1.93%) HDFS
5 18 (0.64%) VMware Infrastructure
6 10 (0.36%) Oracle RAC
7 9 (0.32%) Apache ZooKeeper
8 8 (0.29%) Varnish
9 7 (0.25%) Virtual Machines
10 6 (0.21%) VMware ESXi
10 6 (0.21%) vSphere
11 5 (0.18%) iptables
11 5 (0.18%) Microsoft Virtual Server
11 5 (0.18%) Virtual Servers
12 4 (0.14%) VirtualBox
13 2 (0.072%) Dovecot
13 2 (0.072%) VMware Workstation
13 2 (0.072%) Xen
14 1 (0.036%) Cygwin
14 1 (0.036%) Kamailio
Systems Management
1 247 (8.83%) Ansible
2 230 (8.23%) Kubernetes
3 225 (8.05%) Puppet
4 191 (6.83%) Opscode Chef
5 106 (3.79%) Terraform
6 76 (2.72%) Kibana
7 51 (1.82%) logstash
8 46 (1.65%) Nagios
9 39 (1.39%) Packer
10 34 (1.22%) Docker Swarm
11 31 (1.11%) Mesos
12 19 (0.68%) ZABBIX
13 17 (0.61%) Consul
14 16 (0.57%) Marathon
14 16 (0.57%) Oozie
14 16 (0.57%) Salt
15 13 (0.46%) HAProxy
16 11 (0.39%) Oracle Enterprise Manager
16 11 (0.39%) Oracle RMAN
17 10 (0.36%) Perfmon
Vendors
1 368 (13.16%) Oracle
2 296 (10.59%) Microsoft
3 203 (7.26%) Google
4 94 (3.36%) Tableau
5 89 (3.18%) Sybase
6 79 (2.83%) Splunk
7 67 (2.40%) Facebook
8 56 (2.00%) SAP
9 55 (1.97%) Perforce
9 55 (1.97%) VMware
10 53 (1.90%) Cloudera
11 49 (1.75%) Apple
11 49 (1.75%) CA Agile Central
12 48 (1.72%) Xamarin
13 45 (1.61%) Hortonworks
14 38 (1.36%) AppDynamics
15 36 (1.29%) Atlassian
16 35 (1.25%) Talend
17 34 (1.22%) Red Hat
18 31 (1.11%) Yahoo!