Period
to 23 January 2018

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 23 January 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 84 65 85
Rank change year-on-year -19 +20 +46
Permanent jobs citing NoSQL 2,662 3,053 2,932
As % of all permanent IT jobs advertised in London 3.79% 4.34% 3.47%
As % of the Database & Business Intelligence category 12.54% 14.57% 11.23%
Number of salaries quoted 2,237 2,720 2,613
London median annual salary £67,500 £65,000 £62,500
Median salary % change year-on-year +3.85% +4.00% +4.17%
10th Percentile £45,000 £42,500 £42,500
90th Percentile £97,500 £92,500 £95,000
England median annual salary £55,000 £57,000 £55,000
% change year-on-year -3.51% +3.64% -

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 21,221 20,956 26,103
As % of all permanent IT jobs advertised in London 30.19% 29.80% 30.91%
Number of salaries quoted 17,379 18,342 22,299
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 £46,230
% change year-on-year +5.26% +2.75% +2.73%

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 23 January 2018.

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 23 January 2018. 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 -11 489 £67,500 +8.00% 104
West London 0 131 £62,500 +8.70% 59
South London +9 51 £57,500 +27.78% 9
East London -8 32 £56,250 -29.69% 16
North London +19 27 £75,000 +36.36%
NoSQL
England

For the 6 months to 23 January 2018, 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 1,551 (58.26%) Agile Software Development
2 1,229 (46.17%) SQL
3 1,181 (44.37%) Java
4 1,016 (38.17%) TDD
5 866 (32.53%) JavaScript
6 795 (29.86%) Amazon AWS
7 775 (29.11%) MongoDB
8 762 (28.63%) .NET
9 753 (28.29%) Git (software)
10 729 (27.39%) C#
11 695 (26.11%) Node.js
12 692 (26.00%) Finance
13 684 (25.69%) Python
14 658 (24.72%) RESTful
15 654 (24.57%) SQL Server
16 633 (23.78%) Microservices
17 616 (23.14%) DevOps
18 610 (22.92%) BDD
19 556 (20.89%) MVC
20 547 (20.55%) Linux
21 541 (20.32%) AngularJS
22 529 (19.87%) Big Data
23 525 (19.72%) Continuous Integration
24 512 (19.23%) Software Engineering
25 507 (19.05%) Docker
26 498 (18.71%) MySQL
27 495 (18.60%) Scrum
28 471 (17.69%) Microsoft Azure
29 449 (16.87%) Hadoop
29 449 (16.87%) 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
1 337 (12.66%) Apache Spark
2 246 (9.24%) Elasticsearch
3 148 (5.56%) Apache
4 81 (3.04%) Tomcat
5 79 (2.97%) OpenStack
6 58 (2.18%) Confluence
7 57 (2.14%) Apache Solr
8 47 (1.77%) Ethereum
9 44 (1.65%) CMS
10 43 (1.62%) SAS
11 42 (1.58%) Apache Pig
12 36 (1.35%) nginx
13 30 (1.13%) Oracle SOA Suite
14 29 (1.09%) IIS
15 28 (1.05%) EPiServer
15 28 (1.05%) WebSphere
16 25 (0.94%) Hyperledger
17 24 (0.90%) Jetty
18 23 (0.86%) MS Exchange
19 16 (0.60%) JBoss
Applications
1 43 (1.62%) Microsoft Excel
2 27 (1.01%) SPSS
3 11 (0.41%) MS Visio
4 8 (0.30%) Weka
5 6 (0.23%) HipChat
5 6 (0.23%) Microsoft PowerPoint
6 5 (0.19%) Adobe Illustrator
6 5 (0.19%) Photoshop
7 3 (0.11%) GIMP
8 2 (0.075%) 3ds Max
8 2 (0.075%) Maya
9 1 (0.038%) GNU Octave
9 1 (0.038%) Microsoft Office
Business Applications
1 39 (1.47%) Distributed Ledger
2 14 (0.53%) MultiChain
2 14 (0.53%) SAP ERP
2 14 (0.53%) SAP InfiniteInsight
3 12 (0.45%) Dynamics CRM
4 9 (0.34%) Eloqua
5 3 (0.11%) Magento
5 3 (0.11%) NetSuite
6 2 (0.075%) ION MarketView
6 2 (0.075%) Oracle EBS
6 2 (0.075%) Oracle FAH
7 1 (0.038%) Adobe Campaign
7 1 (0.038%) FastStats PeopleStage
7 1 (0.038%) SAP Hybris
7 1 (0.038%) Unica
7 1 (0.038%) WebTrends
Cloud Services
1 795 (29.86%) Amazon AWS
2 471 (17.69%) Microsoft Azure
3 135 (5.07%) SaaS
4 124 (4.66%) Google Cloud Platform
5 123 (4.62%) GitHub
6 92 (3.46%) Cloud Computing
7 72 (2.70%) Amazon S3
8 69 (2.59%) PaaS
9 56 (2.10%) Serverless
10 55 (2.07%) Amazon EC2
11 33 (1.24%) npm
12 27 (1.01%) IaaS
13 26 (0.98%) OpenShift
14 22 (0.83%) Amazon Kinesis
14 22 (0.83%) AWS CloudFormation
15 20 (0.75%) Trello
16 19 (0.71%) Amazon EMR
17 18 (0.68%) Slack
18 15 (0.56%) AWS Lambda
19 13 (0.49%) Amazon ELB
Communications & Networking
1 87 (3.27%) Internet
2 85 (3.19%) HTTP
3 54 (2.03%) Firewall
4 47 (1.77%) TCP/IP
5 32 (1.20%) DNS
6 22 (0.83%) SSL
7 18 (0.68%) VPN
8 13 (0.49%) SMPP
9 12 (0.45%) ICMP
10 11 (0.41%) SMTP
11 10 (0.38%) IMAP
12 9 (0.34%) OpenVPN
13 8 (0.30%) Broadband
13 8 (0.30%) Kerberos
13 8 (0.30%) Wi-Fi
14 7 (0.26%) Skype
15 6 (0.23%) AMQP
15 6 (0.23%) SAN
16 5 (0.19%) SMS
16 5 (0.19%) Wireless
Database & Business Intelligence
1 775 (29.11%) MongoDB
2 654 (24.57%) SQL Server
3 529 (19.87%) Big Data
4 498 (18.71%) MySQL
5 449 (16.87%) Hadoop
6 379 (14.24%) Apache Cassandra
7 280 (10.52%) Redis
8 267 (10.03%) Relational Database
9 212 (7.96%) SQL Server 2014
10 211 (7.93%) PostgreSQL
11 150 (5.63%) RDBMS
12 144 (5.41%) HBase
13 143 (5.37%) Amazon DynamoDB
14 128 (4.81%) Apache Hive
15 114 (4.28%) Data Warehouse
16 89 (3.34%) Blockchain
17 87 (3.27%) Couchbase
18 81 (3.04%) Neo4j
19 63 (2.37%) SQL Server Integration Services
20 48 (1.80%) SQL Server Reporting Services
Development Applications
1 753 (28.29%) Git (software)
2 379 (14.24%) Jenkins
3 174 (6.54%) Maven
4 155 (5.82%) TeamCity
5 154 (5.79%) JIRA
6 98 (3.68%) Gradle
7 93 (3.49%) gulp
8 92 (3.46%) webpack
9 90 (3.38%) Octopus Deploy
10 88 (3.31%) JUnit
11 86 (3.23%) Subversion
12 84 (3.16%) Team Foundation Server
13 81 (3.04%) Atlassian Bamboo
14 74 (2.78%) Cucumber
15 65 (2.44%) Grunt
16 61 (2.29%) Mocha
17 57 (2.14%) Visual Studio
18 53 (1.99%) Vagrant
19 51 (1.92%) Selenium
20 43 (1.62%) Karma Test Runner
General
1 692 (26.00%) Finance
2 243 (9.13%) Banking
3 186 (6.99%) Games
4 135 (5.07%) Marketing
4 135 (5.07%) Retail
5 91 (3.42%) Advertising
6 74 (2.78%) Telecoms
7 72 (2.70%) Investment Banking
8 59 (2.22%) Publishing
9 46 (1.73%) Front Office
10 44 (1.65%) Legal
11 36 (1.35%) Retail Banking
12 34 (1.28%) Law
13 18 (0.68%) Manufacturing
14 15 (0.56%) Automotive
15 13 (0.49%) Financial Institution
16 11 (0.41%) Electronics
17 9 (0.34%) Pharmaceutical
18 7 (0.26%) Spanish Language
19 6 (0.23%) French Language
Job Titles
1 1,507 (56.61%) Developer
2 533 (20.02%) Java Developer
3 357 (13.41%) .NET Developer
4 340 (12.77%) Senior Developer
5 255 (9.58%) C# Developer
6 223 (8.38%) Architect
7 178 (6.69%) C# .NET Developer
8 162 (6.09%) Full Stack Developer
9 155 (5.82%) Software Engineer
10 138 (5.18%) Senior Java Developer
11 127 (4.77%) DevOps Engineer
12 124 (4.66%) Data Engineer
13 113 (4.24%) Node.js Developer
14 111 (4.17%) JavaScript Developer
15 107 (4.02%) ASP.NET MVC Developer
16 106 (3.98%) Lead Developer
17 104 (3.91%) Java Engineer
18 103 (3.87%) ASP.NET Developer
18 103 (3.87%) C# ASP.NET Developer
19 100 (3.76%) AWS Developer
Libraries, Frameworks & Software Standards
1 762 (28.63%) .NET
2 695 (26.11%) Node.js
3 658 (24.72%) RESTful
4 541 (20.32%) AngularJS
5 449 (16.87%) REST
6 448 (16.83%) HTML
7 439 (16.49%) Spring
8 397 (14.91%) CSS
9 364 (13.67%) ASP.NET Web API
10 357 (13.41%) ASP.NET
11 339 (12.73%) React
12 334 (12.55%) Web Services
13 327 (12.28%) ASP.NET MVC
14 259 (9.73%) Kafka
15 237 (8.90%) WCF
16 224 (8.41%) ASP.NET MVC 5
17 213 (8.00%) .NET Framework
17 213 (8.00%) HTML5
18 177 (6.65%) Entity Framework
19 146 (5.48%) XML
Miscellaneous
1 315 (11.83%) Computer Science
2 240 (9.02%) Greenfield Project
3 230 (8.64%) Fintech
4 225 (8.45%) Enterprise Software
5 184 (6.91%) Algorithms
6 164 (6.16%) Analytical Skills
7 97 (3.64%) Data Structures
8 87 (3.27%) User Experience
9 71 (2.67%) Mobile App
10 59 (2.22%) Hedge funds
11 55 (2.07%) Linux Command Line
12 46 (1.73%) Data Centre
13 45 (1.69%) BBC
14 44 (1.65%) Public Cloud
14 44 (1.65%) Social Media
15 43 (1.62%) Clustering
16 38 (1.43%) Cloud Native
17 32 (1.20%) Bitcoin
18 29 (1.09%) Equities
19 28 (1.05%) Client/Server
Operating Systems
1 547 (20.55%) Linux
2 158 (5.94%) Windows
3 149 (5.60%) Unix
4 78 (2.93%) Android
5 76 (2.85%) Apple iOS
6 53 (1.99%) Windows Server
7 42 (1.58%) CentOS
8 33 (1.24%) Red Hat Enterprise Linux
9 24 (0.90%) Ubuntu
10 23 (0.86%) Windows 10
10 23 (0.86%) Windows Server 2012
11 15 (0.56%) Debian
12 13 (0.49%) VMS
13 9 (0.34%) SUSE Linux Enterprise Server
14 6 (0.23%) Windows Server 2008
15 5 (0.19%) Mac OS X
15 5 (0.19%) Windows 7
16 3 (0.11%) CoreOS
17 2 (0.075%) Mac OS
17 2 (0.075%) Mesosphere
Processes & Methodologies
1 1,551 (58.26%) Agile Software Development
2 1,016 (38.17%) TDD
3 633 (23.78%) Microservices
4 616 (23.14%) DevOps
5 610 (22.92%) BDD
6 556 (20.89%) MVC
7 525 (19.72%) Continuous Integration
8 512 (19.23%) Software Engineering
9 495 (18.60%) Scrum
10 403 (15.14%) Analytics
11 347 (13.04%) OO
12 315 (11.83%) Open Source
13 269 (10.11%) Machine Learning
14 262 (9.84%) Web Application Development
15 245 (9.20%) Test Automation
16 211 (7.93%) Business Intelligence
17 207 (7.78%) E-Commerce
17 207 (7.78%) Unit Testing
18 180 (6.76%) Multithreading
19 165 (6.20%) Mathematics
Programming Languages
1 1,229 (46.17%) SQL
2 1,181 (44.37%) Java
3 866 (32.53%) JavaScript
4 729 (27.39%) C#
5 684 (25.69%) Python
6 385 (14.46%) Ruby
7 333 (12.51%) Scala
8 183 (6.87%) PHP
9 154 (5.79%) C++
10 136 (5.11%) R
11 125 (4.70%) ES6
12 123 (4.62%) Go
13 115 (4.32%) Bash Shell
14 110 (4.13%) T-SQL
15 97 (3.64%) PowerShell
16 80 (3.01%) Groovy
17 74 (2.78%) Perl
17 74 (2.78%) Shell Script
18 70 (2.63%) F#
19 64 (2.40%) C
Qualifications
1 379 (14.24%) Degree
2 129 (4.85%) Computer Science Degree
3 62 (2.33%) Master's Degree
4 45 (1.69%) PhD
5 41 (1.54%) Security Cleared
6 21 (0.79%) SC Cleared
7 18 (0.68%) Numerate Degree
8 14 (0.53%) Microsoft Certification
9 9 (0.34%) MBA
10 6 (0.23%) CTC Cleared
11 5 (0.19%) CISM
11 5 (0.19%) CISSP
12 4 (0.15%) MCITP
12 4 (0.15%) MCTS
12 4 (0.15%) SANS
13 3 (0.11%) DV Cleared
14 1 (0.038%) CCIE
14 1 (0.038%) CCSA
14 1 (0.038%) Cisco Certification
14 1 (0.038%) JNCIA
Quality Assurance & Compliance
1 126 (4.73%) QA
2 42 (1.58%) Data Quality
3 41 (1.54%) GCP
4 34 (1.28%) GDPR
5 18 (0.68%) PCI DSS
6 4 (0.15%) COBIT
7 1 (0.038%) Disclosure Scotland
7 1 (0.038%) MiFID
7 1 (0.038%) PMO
7 1 (0.038%) SLA
7 1 (0.038%) WAI
System Software
1 507 (19.05%) Docker
2 53 (1.99%) Apache Flume
3 50 (1.88%) Active Directory
4 44 (1.65%) HDFS
5 22 (0.83%) Virtual Machines
6 17 (0.64%) VMware Infrastructure
7 11 (0.41%) Apache ZooKeeper
8 10 (0.38%) vSphere
9 8 (0.30%) VMware ESXi
10 6 (0.23%) iptables
11 4 (0.15%) VirtualBox
12 3 (0.11%) Varnish
13 2 (0.075%) Dovecot
13 2 (0.075%) MapR-FS
13 2 (0.075%) Microsoft Virtual Server
13 2 (0.075%) Virtual Servers
13 2 (0.075%) VMware Workstation
13 2 (0.075%) Xen
14 1 (0.038%) LXC
14 1 (0.038%) RHEV
Systems Management
1 244 (9.17%) Ansible
2 216 (8.11%) Kubernetes
3 201 (7.55%) Puppet
4 162 (6.09%) Opscode Chef
5 106 (3.98%) Terraform
6 49 (1.84%) Kibana
7 43 (1.62%) Mesos
8 41 (1.54%) Docker Swarm
9 35 (1.31%) Packer
10 33 (1.24%) logstash
11 25 (0.94%) Nagios
12 24 (0.90%) Hadoop YARN
13 17 (0.64%) ZABBIX
14 15 (0.56%) CFEngine
15 14 (0.53%) Oozie
16 12 (0.45%) Perfmon
17 9 (0.34%) Grafana
18 8 (0.30%) HAProxy
19 6 (0.23%) Marathon
19 6 (0.23%) Salt
Vendors
1 271 (10.18%) Microsoft
2 266 (9.99%) Oracle
3 207 (7.78%) Google
4 95 (3.57%) Tableau
5 91 (3.42%) Facebook
6 65 (2.44%) Splunk
7 61 (2.29%) Cloudera
8 58 (2.18%) Apple
9 55 (2.07%) SAP
10 48 (1.80%) Sony
11 44 (1.65%) New Relic
12 42 (1.58%) Hortonworks
13 40 (1.50%) VMware
13 40 (1.50%) Yahoo!
14 36 (1.35%) Talend
15 32 (1.20%) IBM
16 31 (1.16%) Atlassian
17 29 (1.09%) Salesforce.com
18 28 (1.05%) Sybase
19 26 (0.98%) AppDynamics