Period
to 18 November 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 18 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 89 69 94
Rank change year-on-year -20 +25 +50
Permanent jobs citing NoSQL 2783 3132 2873
As % of all permanent IT jobs advertised in London 3.71% 4.12% 3.22%
As % of the Database & Business Intelligence category 12.60% 14.01% 10.50%
Number of salaries quoted 2294 2777 2522
London median annual salary £67,000 £65,000 £62,500
Median salary % change year-on-year +3.08% +4.00% +8.70%
10th Percentile £45,000 £42,500 £42,500
90th Percentile £95,000 £91,750 £90,500
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +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 22080 22349 27350
As % of all permanent IT jobs advertised in London 29.43% 29.42% 30.64%
Number of salaries quoted 17685 19438 23124
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 £88,750 £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 18 November 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 18 November 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 -12 475 £65,000 +8.33% 48
West London +3 135 £62,500 +4.17% 9
South London +40 52 £61,250 -5.77% 1
East London +2 33 £60,000 -22.58% 3
North London +26 30 £55,000 -18.52% 1
NoSQL
England

For the 6 months to 18 November 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 1697 (60.98%) Agile Software Development
2 1289 (46.32%) Java
3 1195 (42.94%) SQL
4 1036 (37.23%) TDD
5 881 (31.66%) MongoDB
6 871 (31.30%) JavaScript
7 824 (29.61%) Amazon AWS
8 759 (27.27%) Finance
9 742 (26.66%) SQL Server
10 721 (25.91%) Git (software)
11 718 (25.80%) C#
11 718 (25.80%) .NET
12 687 (24.69%) Python
13 685 (24.61%) RESTful
14 673 (24.18%) DevOps
15 659 (23.68%) Microservices
16 605 (21.74%) Node.js
17 589 (21.16%) BDD
18 585 (21.02%) Big Data
19 579 (20.80%) Continuous Integration
20 572 (20.55%) Linux
21 565 (20.30%) Scrum
22 540 (19.40%) AngularJS
23 537 (19.30%) MySQL
24 529 (19.01%) MVC
25 516 (18.54%) Apache Cassandra
26 514 (18.47%) Hadoop
27 503 (18.07%) Spring
28 499 (17.93%) Microsoft Azure
29 478 (17.18%) REST

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
1 351 (12.61%) Apache Spark
2 273 (9.81%) Elasticsearch
3 230 (8.26%) Apache
4 159 (5.71%) Tomcat
5 90 (3.23%) OpenStack
6 82 (2.95%) JBoss
7 77 (2.77%) Apache Solr
8 75 (2.69%) Confluence
9 60 (2.16%) SAS
10 49 (1.76%) nginx
11 48 (1.72%) Apache Pig
11 48 (1.72%) CMS
12 44 (1.58%) Ethereum
13 43 (1.55%) Jetty
14 42 (1.51%) Oracle SOA Suite
15 41 (1.47%) WebSphere
16 39 (1.40%) IIS
17 35 (1.26%) Hyperledger
18 27 (0.97%) WebLogic
19 22 (0.79%) eris
Applications
1 42 (1.51%) SPSS
2 38 (1.37%) Microsoft Excel
3 8 (0.29%) Adobe Illustrator
3 8 (0.29%) Photoshop
4 6 (0.22%) HipChat
5 4 (0.14%) MS Visio
6 3 (0.11%) Microsoft PowerPoint
7 2 (0.072%) 3ds Max
7 2 (0.072%) Maya
7 2 (0.072%) Weka
8 1 (0.036%) GIMP
8 1 (0.036%) GNU Octave
8 1 (0.036%) LaTeX
8 1 (0.036%) Microsoft Office
Business Applications
1 15 (0.54%) SAP ERP
1 15 (0.54%) SAP InfiniteInsight
2 14 (0.50%) Eloqua
3 6 (0.22%) Revive Adserver
4 3 (0.11%) Magento
4 3 (0.11%) WebTrends
5 2 (0.072%) Dynamics CRM
5 2 (0.072%) NetSuite
6 1 (0.036%) Adobe Campaign
6 1 (0.036%) FastStats PeopleStage
6 1 (0.036%) ION MarketView
6 1 (0.036%) Oracle EBS
6 1 (0.036%) Oracle FAH
6 1 (0.036%) Salesforce.com CRM
6 1 (0.036%) SAP Hybris
6 1 (0.036%) Unica
Cloud Services
1 824 (29.61%) Amazon AWS
2 499 (17.93%) Microsoft Azure
3 164 (5.89%) SaaS
4 142 (5.10%) Google Cloud Platform
5 128 (4.60%) GitHub
6 66 (2.37%) Cloud Computing
7 64 (2.30%) PaaS
8 58 (2.08%) Amazon EC2
8 58 (2.08%) Amazon S3
9 54 (1.94%) Serverless
10 43 (1.55%) IaaS
11 31 (1.11%) AWS CloudFormation
12 27 (0.97%) npm
13 23 (0.83%) AWS Lambda
14 22 (0.79%) Amazon EMR
15 18 (0.65%) Amazon ELB
16 17 (0.61%) Virtual Private Cloud
17 12 (0.43%) Amazon Kinesis
17 12 (0.43%) Amazon SQS
17 12 (0.43%) OpenShift
Communications & Networking
1 99 (3.56%) Internet
2 92 (3.31%) HTTP
3 51 (1.83%) Firewall
4 47 (1.69%) TCP/IP
5 33 (1.19%) DNS
6 28 (1.01%) LDAP
7 23 (0.83%) SSL
8 16 (0.57%) SMPP
8 16 (0.57%) VPN
9 15 (0.54%) SAN
10 13 (0.47%) SMTP
11 12 (0.43%) IMAP
12 11 (0.40%) AMQP
13 10 (0.36%) ICMP
13 10 (0.36%) NAS
14 8 (0.29%) Broadband
14 8 (0.29%) Wi-Fi
15 7 (0.25%) Kerberos
16 5 (0.18%) Skype
16 5 (0.18%) SMS
Database & Business Intelligence
1 881 (31.66%) MongoDB
2 742 (26.66%) SQL Server
3 585 (21.02%) Big Data
4 537 (19.30%) MySQL
5 516 (18.54%) Apache Cassandra
6 514 (18.47%) Hadoop
7 368 (13.22%) Relational Database
8 337 (12.11%) Redis
9 216 (7.76%) SQL Server 2014
10 202 (7.26%) RDBMS
11 199 (7.15%) PostgreSQL
12 143 (5.14%) Apache Hive
13 138 (4.96%) Amazon DynamoDB
14 133 (4.78%) HBase
15 117 (4.20%) Data Warehouse
16 102 (3.67%) Neo4j
17 97 (3.49%) Couchbase
18 93 (3.34%) SQL Server Integration Services
19 77 (2.77%) SQL Server Reporting Services
20 69 (2.48%) SQL Server Analysis Services
Development Applications
1 721 (25.91%) Git (software)
2 383 (13.76%) Jenkins
3 232 (8.34%) Maven
4 206 (7.40%) TeamCity
5 191 (6.86%) JIRA
6 142 (5.10%) JUnit
7 133 (4.78%) Subversion
8 91 (3.27%) Gradle
8 91 (3.27%) gulp
9 90 (3.23%) Team Foundation Server
10 85 (3.05%) Grunt
11 80 (2.87%) Octopus Deploy
12 74 (2.66%) Cucumber
12 74 (2.66%) Mercurial
13 73 (2.62%) Ant
14 70 (2.52%) jMock
15 64 (2.30%) webpack
16 63 (2.26%) Atlassian Bamboo
16 63 (2.26%) Visual Studio
17 58 (2.08%) Hudson
General
1 759 (27.27%) Finance
2 277 (9.95%) Banking
3 178 (6.40%) Games
4 147 (5.28%) Marketing
5 127 (4.56%) Retail
6 96 (3.45%) Investment Banking
7 90 (3.23%) Advertising
8 78 (2.80%) Publishing
9 76 (2.73%) Retail Banking
10 58 (2.08%) Telecoms
11 46 (1.65%) Front Office
12 28 (1.01%) Law
13 27 (0.97%) Legal
13 27 (0.97%) Manufacturing
14 20 (0.72%) Electronics
15 19 (0.68%) Automotive
16 15 (0.54%) Financial Institution
17 14 (0.50%) Online Betting
18 10 (0.36%) Billing
19 9 (0.32%) Aerospace
Job Titles
1 1542 (55.41%) Developer
2 614 (22.06%) Java Developer
3 368 (13.22%) Senior Developer
4 356 (12.79%) .NET Developer
5 245 (8.80%) Architect
6 228 (8.19%) C# Developer
7 181 (6.50%) Full Stack Developer
8 157 (5.64%) C# .NET Developer
9 155 (5.57%) Senior Java Developer
10 150 (5.39%) JavaScript Developer
11 139 (4.99%) Software Engineer
12 135 (4.85%) DevOps Engineer
13 129 (4.64%) Software Developer
14 119 (4.28%) Lead Developer
15 117 (4.20%) Data Engineer
16 108 (3.88%) DBA
17 106 (3.81%) Node.js Developer
18 100 (3.59%) NoSQL Developer
19 98 (3.52%) AWS Developer
20 96 (3.45%) Data Architect
Libraries, Frameworks & Software Standards
1 718 (25.80%) .NET
2 685 (24.61%) RESTful
3 605 (21.74%) Node.js
4 540 (19.40%) AngularJS
5 503 (18.07%) Spring
6 478 (17.18%) REST
7 441 (15.85%) HTML
8 386 (13.87%) Web Services
9 371 (13.33%) CSS
10 360 (12.94%) ASP.NET Web API
11 343 (12.32%) React
12 327 (11.75%) ASP.NET
13 291 (10.46%) ASP.NET MVC
14 262 (9.41%) Kafka
15 236 (8.48%) Hibernate
16 224 (8.05%) WCF
17 206 (7.40%) HTML5
18 193 (6.93%) ASP.NET MVC 5
19 190 (6.83%) .NET Framework
20 171 (6.14%) Entity Framework
Miscellaneous
1 394 (14.16%) Computer Science
2 232 (8.34%) Greenfield Project
3 206 (7.40%) Enterprise Software
3 206 (7.40%) Fintech
4 181 (6.50%) Algorithms
5 148 (5.32%) Analytical Skills
6 130 (4.67%) User Experience
7 115 (4.13%) Data Structures
8 83 (2.98%) Linux Command Line
9 75 (2.69%) Hedge funds
10 73 (2.62%) Clustering
11 70 (2.52%) Mobile App
12 60 (2.16%) Data Centre
13 44 (1.58%) Client/Server
14 43 (1.55%) Public Cloud
15 39 (1.40%) BBC
16 37 (1.33%) Social Media
17 35 (1.26%) Blog
18 33 (1.19%) Replication
19 32 (1.15%) Equities
Operating Systems
1 572 (20.55%) Linux
2 228 (8.19%) Windows
3 170 (6.11%) Unix
4 84 (3.02%) Android
5 75 (2.69%) Apple iOS
6 58 (2.08%) Windows Server
7 56 (2.01%) CentOS
8 39 (1.40%) Red Hat Enterprise Linux
9 35 (1.26%) Ubuntu
10 20 (0.72%) Windows Server 2012
11 19 (0.68%) Windows 10
12 14 (0.50%) Mac OS X
13 9 (0.32%) Debian
13 9 (0.32%) Solaris
14 6 (0.22%) Windows Server 2008
15 5 (0.18%) SUSE Linux Enterprise Server
15 5 (0.18%) Windows 7
16 3 (0.11%) CoreOS
17 1 (0.036%) Fedora
17 1 (0.036%) Mesosphere
Processes & Methodologies
1 1697 (60.98%) Agile Software Development
2 1036 (37.23%) TDD
3 673 (24.18%) DevOps
4 659 (23.68%) Microservices
5 589 (21.16%) BDD
6 579 (20.80%) Continuous Integration
7 565 (20.30%) Scrum
8 529 (19.01%) MVC
9 469 (16.85%) Analytics
10 424 (15.24%) Software Engineering
11 381 (13.69%) Open Source
12 331 (11.89%) OO
13 263 (9.45%) Kanban
14 254 (9.13%) E-Commerce
15 249 (8.95%) Multithreading
16 240 (8.62%) Unit Testing
17 236 (8.48%) Business Intelligence
18 234 (8.41%) Machine Learning
19 216 (7.76%) Web Application Development
20 210 (7.55%) SOA
Programming Languages
1 1289 (46.32%) Java
2 1195 (42.94%) SQL
3 871 (31.30%) JavaScript
4 718 (25.80%) C#
5 687 (24.69%) Python
6 366 (13.15%) Ruby
7 338 (12.15%) Scala
8 172 (6.18%) PHP
9 160 (5.75%) C++
10 159 (5.71%) Go
11 137 (4.92%) R
12 134 (4.81%) T-SQL
13 119 (4.28%) Bash Shell
14 114 (4.10%) Groovy
15 104 (3.74%) PowerShell
16 100 (3.59%) Perl
17 85 (3.05%) ES6
18 76 (2.73%) F#
19 74 (2.66%) C
20 70 (2.52%) Shell Script
Qualifications
1 402 (14.44%) Degree
2 163 (5.86%) Computer Science Degree
3 77 (2.77%) Master's Degree
4 64 (2.30%) PhD
5 59 (2.12%) Security Cleared
6 46 (1.65%) SC Cleared
7 21 (0.75%) Microsoft Certification
8 13 (0.47%) DV Cleared
9 10 (0.36%) Numerate Degree
10 8 (0.29%) CTC Cleared
10 8 (0.29%) MBA
10 8 (0.29%) MCITP
10 8 (0.29%) MCTS
10 8 (0.29%) MySQL Certification
11 7 (0.25%) CISM
12 6 (0.22%) CISSP
12 6 (0.22%) Postgraduate
13 2 (0.072%) CCIE
13 2 (0.072%) CCNA
13 2 (0.072%) Cisco Certification
Quality Assurance & Compliance
1 184 (6.61%) QA
2 57 (2.05%) Data Quality
3 36 (1.29%) GCP
4 32 (1.15%) GDPR
5 15 (0.54%) PCI DSS
6 5 (0.18%) COBIT
7 3 (0.11%) PSD2
7 3 (0.11%) SLA
8 1 (0.036%) Actionable Recommendations
8 1 (0.036%) MiFID
8 1 (0.036%) PMO
System Software
1 459 (16.49%) Docker
2 67 (2.41%) Apache Flume
3 60 (2.16%) Active Directory
4 54 (1.94%) HDFS
5 20 (0.72%) VMware Infrastructure
6 10 (0.36%) Apache ZooKeeper
7 9 (0.32%) Oracle RAC
7 9 (0.32%) vSphere
8 8 (0.29%) Virtual Machines
8 8 (0.29%) VMware ESXi
9 6 (0.22%) Varnish
10 5 (0.18%) iptables
11 4 (0.14%) Microsoft Virtual Server
11 4 (0.14%) Virtual Servers
11 4 (0.14%) VirtualBox
12 2 (0.072%) Dovecot
12 2 (0.072%) VMware Workstation
12 2 (0.072%) Xen
13 1 (0.036%) Cygwin
13 1 (0.036%) Kamailio
Systems Management
1 250 (8.98%) Ansible
2 226 (8.12%) Kubernetes
2 226 (8.12%) Puppet
3 199 (7.15%) Opscode Chef
4 114 (4.10%) Terraform
5 73 (2.62%) Kibana
6 48 (1.72%) logstash
7 47 (1.69%) Nagios
8 39 (1.40%) Packer
9 36 (1.29%) Mesos
10 32 (1.15%) Docker Swarm
11 21 (0.75%) ZABBIX
12 19 (0.68%) Consul
13 17 (0.61%) Oozie
14 16 (0.57%) Hadoop YARN
14 16 (0.57%) Marathon
14 16 (0.57%) Salt
15 10 (0.36%) Grafana
15 10 (0.36%) HAProxy
15 10 (0.36%) Perfmon
Vendors
1 367 (13.19%) Oracle
2 295 (10.60%) Microsoft
3 203 (7.29%) Google
4 97 (3.49%) Tableau
5 84 (3.02%) Sybase
6 78 (2.80%) Splunk
7 74 (2.66%) Facebook
8 63 (2.26%) SAP
9 56 (2.01%) VMware
10 54 (1.94%) Apple
11 53 (1.90%) Cloudera
12 49 (1.76%) Perforce
13 45 (1.62%) CA Agile Central
13 45 (1.62%) Hortonworks
14 42 (1.51%) Xamarin
15 36 (1.29%) Sony
16 34 (1.22%) Atlassian
16 34 (1.22%) Yahoo!
17 33 (1.19%) Red Hat
17 33 (1.19%) Talend