Period
to 20 April 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 20 April 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 72 68 85
Rank change year-on-year -4 +17 +28
Permanent jobs citing NoSQL 2,857 2,894 2,996
As % of all permanent IT jobs advertised in London 4.08% 4.19% 3.57%
As % of the Database & Business Intelligence category 13.24% 13.92% 11.41%
Number of salaries quoted 2,354 2,536 2,722
London median annual salary £70,000 £65,000 £60,750
Median salary % change year-on-year +7.69% +7.00% +1.25%
10th Percentile £45,000 £42,500 £42,500
90th Percentile £95,000 £93,750 £93,625
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -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 21,574 20,783 26,263
As % of all permanent IT jobs advertised in London 30.82% 30.12% 31.29%
Number of salaries quoted 17,689 18,072 22,866
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £37,500 £35,000 £36,250
90th Percentile £92,500 £87,500 £85,000
England median annual salary £50,000 £47,500 £47,500
% 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 20 April 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 20 April 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 -12 528 £70,000 +7.69% 110
West London -25 106 £60,000 - 63
South London -17 46 £57,500 +43.75% 15
North London +16 28 £75,000 +1.69%
East London -8 21 £55,000 -31.25% 25
NoSQL
England

For the 6 months to 20 April 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 1,620 (56.70%) Agile Software Development
2 1,367 (47.85%) SQL
3 1,180 (41.30%) Java
4 1,089 (38.12%) TDD
5 969 (33.92%) JavaScript
6 968 (33.88%) Git (software)
7 943 (33.01%) Amazon AWS
8 827 (28.95%) Node.js
9 820 (28.70%) RESTful
10 812 (28.42%) .NET
11 798 (27.93%) Python
12 794 (27.79%) C#
13 756 (26.46%) MongoDB
14 730 (25.55%) Finance
15 671 (23.49%) Microservices
16 660 (23.10%) AngularJS
17 658 (23.03%) MVC
18 642 (22.47%) BDD
19 619 (21.67%) SQL Server
20 593 (20.76%) DevOps
21 592 (20.72%) Docker
22 589 (20.62%) Microsoft Azure
23 588 (20.58%) Linux
24 586 (20.51%) Software Engineering
25 582 (20.37%) Big Data
26 542 (18.97%) MySQL
27 519 (18.17%) HTML
28 513 (17.96%) Continuous Integration
29 506 (17.71%) CSS
30 505 (17.68%) Hadoop

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
1 450 (15.75%) Apache Spark
2 238 (8.33%) Elasticsearch
3 140 (4.90%) Apache
4 84 (2.94%) Ethereum
5 82 (2.87%) Tomcat
6 76 (2.66%) CMS
7 58 (2.03%) Confluence
8 51 (1.79%) OpenStack
9 50 (1.75%) Apache Solr
10 43 (1.51%) EPiServer
11 39 (1.37%) nginx
12 34 (1.19%) Jetty
13 32 (1.12%) Oracle SOA Suite
14 31 (1.09%) Apache Pig
15 29 (1.02%) SAS
15 29 (1.02%) Sitecore CMS
16 28 (0.98%) IIS
17 25 (0.88%) Hyperledger
18 24 (0.84%) WebSphere
19 20 (0.70%) Drupal
Applications
1 59 (2.07%) Microsoft Excel
2 18 (0.63%) SPSS
3 17 (0.60%) MS Visio
4 9 (0.32%) Microsoft PowerPoint
5 7 (0.25%) Weka
6 3 (0.11%) Adobe Illustrator
6 3 (0.11%) GIMP
6 3 (0.11%) Photoshop
7 2 (0.070%) 3ds Max
7 2 (0.070%) Maya
8 1 (0.035%) HipChat
8 1 (0.035%) Microsoft Office
Business Applications
1 99 (3.47%) Distributed Ledger
2 24 (0.84%) Dynamics CRM
3 23 (0.81%) Eloqua
4 8 (0.28%) SAP ERP
4 8 (0.28%) SAP InfiniteInsight
5 3 (0.11%) Payment Gateway
6 2 (0.070%) ION MarketView
7 1 (0.035%) NetSuite
7 1 (0.035%) Oracle EBS
7 1 (0.035%) Oracle FAH
7 1 (0.035%) SAP Hybris
7 1 (0.035%) Shopify
Cloud Services
1 943 (33.01%) Amazon AWS
2 589 (20.62%) Microsoft Azure
3 206 (7.21%) GitHub
4 169 (5.92%) Cloud Computing
5 125 (4.38%) Amazon S3
6 123 (4.31%) Google Cloud Platform
7 109 (3.82%) SaaS
7 109 (3.82%) Serverless
8 97 (3.40%) Amazon EC2
9 77 (2.70%) PaaS
10 61 (2.14%) npm
11 57 (2.00%) AWS Lambda
12 49 (1.72%) Amazon EMR
13 40 (1.40%) Slack
14 39 (1.37%) Trello
15 37 (1.30%) OpenShift
16 35 (1.23%) AWS CloudFormation
17 32 (1.12%) IBM Cloud
18 30 (1.05%) IaaS
19 27 (0.95%) Amazon Kinesis
Communications & Networking
1 93 (3.26%) HTTP
2 73 (2.56%) Internet
3 51 (1.79%) TCP/IP
4 35 (1.23%) DNS
4 35 (1.23%) Firewall
5 23 (0.81%) VPN
6 17 (0.60%) SMPP
7 15 (0.53%) SMTP
8 12 (0.42%) SMS
9 10 (0.35%) OpenVPN
10 8 (0.28%) SAN
11 7 (0.25%) DHCP
11 7 (0.25%) Kerberos
11 7 (0.25%) LAN
12 6 (0.21%) Reverse Proxy
13 5 (0.18%) Anycast
13 5 (0.18%) ICMP
13 5 (0.18%) IMAP
13 5 (0.18%) SSH
13 5 (0.18%) Wireless
Database & Business Intelligence
1 756 (26.46%) MongoDB
2 619 (21.67%) SQL Server
3 582 (20.37%) Big Data
4 542 (18.97%) MySQL
5 505 (17.68%) Hadoop
6 422 (14.77%) Apache Cassandra
7 354 (12.39%) Redis
8 326 (11.41%) PostgreSQL
9 240 (8.40%) Relational Database
10 189 (6.62%) Blockchain
11 165 (5.78%) HBase
12 154 (5.39%) Amazon DynamoDB
13 135 (4.73%) SQL Server 2014
14 130 (4.55%) Apache Hive
15 129 (4.52%) RDBMS
16 123 (4.31%) SQL Server 2016
17 115 (4.03%) Couchbase
18 114 (3.99%) Data Warehouse
19 96 (3.36%) Neo4j
20 82 (2.87%) SQL Server Integration Services
Development Applications
1 968 (33.88%) Git (software)
2 406 (14.21%) Jenkins
3 184 (6.44%) JIRA
4 171 (5.99%) TeamCity
5 151 (5.29%) Maven
6 139 (4.87%) gulp
7 128 (4.48%) webpack
8 126 (4.41%) Gradle
9 125 (4.38%) Octopus Deploy
9 125 (4.38%) Subversion
10 106 (3.71%) Team Foundation Server
11 105 (3.68%) Mocha
12 91 (3.19%) Atlassian Bamboo
13 88 (3.08%) Selenium
14 79 (2.77%) Vagrant
15 75 (2.63%) Visual Studio
16 66 (2.31%) Grunt
17 65 (2.28%) Cucumber
18 64 (2.24%) JUnit
19 58 (2.03%) Protractor
General
1 730 (25.55%) Finance
2 321 (11.24%) Banking
3 182 (6.37%) Retail
4 174 (6.09%) Games
5 167 (5.85%) Telecoms
6 130 (4.55%) Advertising
7 129 (4.52%) Marketing
8 70 (2.45%) Investment Banking
9 44 (1.54%) Front Office
9 44 (1.54%) Legal
10 36 (1.26%) Law
11 35 (1.23%) Financial Institution
12 32 (1.12%) Publishing
13 21 (0.74%) Manufacturing
14 17 (0.60%) Pharmaceutical
15 12 (0.42%) Back Office
16 10 (0.35%) Electronics
17 9 (0.32%) French Language
18 6 (0.21%) German Language
18 6 (0.21%) Spanish Language
Job Titles
1 1,688 (59.08%) Developer
2 474 (16.59%) Java Developer
3 412 (14.42%) .NET Developer
4 339 (11.87%) Senior Developer
5 290 (10.15%) C# Developer
6 230 (8.05%) Architect
7 201 (7.04%) C# .NET Developer
8 195 (6.83%) Data Engineer
9 169 (5.92%) Node.js Developer
10 154 (5.39%) Software Engineer
11 148 (5.18%) JavaScript Developer
12 138 (4.83%) ASP.NET Developer
13 135 (4.73%) C# ASP.NET Developer
14 118 (4.13%) ASP.NET MVC Developer
14 118 (4.13%) Full Stack Developer
15 112 (3.92%) Java Engineer
15 112 (3.92%) Senior Java Developer
16 108 (3.78%) Lead Developer
17 102 (3.57%) DevOps Engineer
18 98 (3.43%) AWS Developer
Libraries, Frameworks & Software Standards
1 827 (28.95%) Node.js
2 820 (28.70%) RESTful
3 812 (28.42%) .NET
4 660 (23.10%) AngularJS
5 519 (18.17%) HTML
6 506 (17.71%) CSS
7 430 (15.05%) ASP.NET
8 410 (14.35%) React
9 400 (14.00%) REST
10 399 (13.97%) Spring
11 384 (13.44%) ASP.NET Web API
12 371 (12.99%) ASP.NET MVC
12 371 (12.99%) Web Services
13 324 (11.34%) Kafka
14 276 (9.66%) WCF
15 261 (9.14%) .NET Framework
16 243 (8.51%) ASP.NET MVC 5
17 235 (8.23%) jQuery
18 229 (8.02%) HTML5
19 213 (7.46%) Entity Framework
Miscellaneous
1 291 (10.19%) Computer Science
2 259 (9.07%) Greenfield Project
3 248 (8.68%) Fintech
4 220 (7.70%) Analytical Skills
5 212 (7.42%) Algorithms
6 199 (6.97%) Enterprise Software
7 151 (5.29%) User Experience
8 111 (3.89%) Data Structures
9 97 (3.40%) Linux Command Line
10 96 (3.36%) Mobile App
11 81 (2.84%) Bitcoin
12 66 (2.31%) Public Cloud
13 53 (1.86%) Cloud Native
14 47 (1.65%) Self-Motivation
15 45 (1.58%) Social Media
16 39 (1.37%) BBC
17 38 (1.33%) Data Centre
18 37 (1.30%) Equities
18 37 (1.30%) Hedge funds
19 35 (1.23%) Private Cloud
Operating Systems
1 588 (20.58%) Linux
2 168 (5.88%) Unix
3 117 (4.10%) Windows
4 65 (2.28%) Android
4 65 (2.28%) Apple iOS
5 41 (1.44%) CentOS
6 40 (1.40%) VMS
7 30 (1.05%) Windows Server
8 26 (0.91%) Red Hat Enterprise Linux
9 25 (0.88%) Ubuntu
10 23 (0.81%) Debian
11 9 (0.32%) Windows Server 2012
12 8 (0.28%) Fedora
12 8 (0.28%) Windows 10
13 6 (0.21%) SUSE Linux Enterprise Server
14 5 (0.18%) SUSE
15 4 (0.14%) Windows Server 2008
16 3 (0.11%) Solaris
17 2 (0.070%) Mac OS
17 2 (0.070%) Windows 7
Processes & Methodologies
1 1,620 (56.70%) Agile Software Development
2 1,089 (38.12%) TDD
3 671 (23.49%) Microservices
4 658 (23.03%) MVC
5 642 (22.47%) BDD
6 593 (20.76%) DevOps
7 586 (20.51%) Software Engineering
8 513 (17.96%) Continuous Integration
9 471 (16.49%) Scrum
10 425 (14.88%) Analytics
11 418 (14.63%) Test Automation
12 355 (12.43%) Machine Learning
13 338 (11.83%) OO
14 319 (11.17%) Web Application Development
15 301 (10.54%) Problem-Solving
16 296 (10.36%) Open Source
17 290 (10.15%) Data Science
18 244 (8.54%) Unit Testing
19 239 (8.37%) E-Commerce
20 234 (8.19%) Front End Development
Programming Languages
1 1,367 (47.85%) SQL
2 1,180 (41.30%) Java
3 969 (33.92%) JavaScript
4 798 (27.93%) Python
5 794 (27.79%) C#
6 427 (14.95%) Ruby
7 340 (11.90%) Scala
8 309 (10.82%) Java 8
9 216 (7.56%) PHP
10 193 (6.76%) ES6
11 145 (5.08%) R
12 129 (4.52%) Bash Shell
13 109 (3.82%) Go
14 106 (3.71%) C++
15 103 (3.61%) T-SQL
16 95 (3.33%) TypeScript
17 81 (2.84%) F#
18 78 (2.73%) PowerShell
19 71 (2.49%) Solidity
20 64 (2.24%) Shell Script
Qualifications
1 388 (13.58%) Degree
2 133 (4.66%) Computer Science Degree
3 56 (1.96%) PhD
4 46 (1.61%) Master's Degree
4 46 (1.61%) SAFe Agilist
5 36 (1.26%) Security Cleared
6 17 (0.60%) Numerate Degree
7 7 (0.25%) SC Cleared
8 6 (0.21%) MBA
8 6 (0.21%) Microsoft Certification
8 6 (0.21%) Sun Certification
9 5 (0.18%) ITIL Certification
10 4 (0.14%) SANS
11 2 (0.070%) EMC Certification
12 1 (0.035%) AWS Certification
12 1 (0.035%) CTC Cleared
12 1 (0.035%) DV Cleared
12 1 (0.035%) PMI Certification
12 1 (0.035%) TOGAF Certification
Quality Assurance & Compliance
1 123 (4.31%) QA
2 48 (1.68%) GCP
3 23 (0.81%) GDPR
4 22 (0.77%) PCI DSS
5 15 (0.53%) Data Quality
6 6 (0.21%) WAI
7 2 (0.070%) ISO/IEC 27001
7 2 (0.070%) SLA
8 1 (0.035%) Disclosure Scotland
8 1 (0.035%) HIPAA
8 1 (0.035%) PMO
8 1 (0.035%) Sarbanes-Oxley
System Software
1 592 (20.72%) Docker
2 64 (2.24%) Virtual Machines
3 61 (2.14%) HDFS
4 50 (1.75%) Apache Flume
5 14 (0.49%) Active Directory
6 12 (0.42%) Apache ZooKeeper
7 11 (0.39%) VirtualBox
8 10 (0.35%) VMware Infrastructure
9 6 (0.21%) vSphere
10 5 (0.18%) VMware ESXi
11 3 (0.11%) iptables
11 3 (0.11%) KVM
12 2 (0.070%) Oracle RAC
12 2 (0.070%) Varnish
12 2 (0.070%) vCloud
13 1 (0.035%) Firmware
13 1 (0.035%) GridGain
13 1 (0.035%) LXC
13 1 (0.035%) MapR-FS
13 1 (0.035%) Virtual Desktop
Systems Management
1 266 (9.31%) Kubernetes
2 265 (9.28%) Ansible
3 205 (7.18%) Puppet
4 144 (5.04%) Terraform
5 137 (4.80%) Opscode Chef
6 66 (2.31%) Docker Swarm
7 47 (1.65%) Mesos
8 39 (1.37%) Kibana
9 32 (1.12%) Hadoop YARN
10 24 (0.84%) Nagios
10 24 (0.84%) Oozie
11 22 (0.77%) logstash
12 21 (0.74%) Packer
13 19 (0.67%) Salt
14 16 (0.56%) ZABBIX
15 12 (0.42%) CFEngine
15 12 (0.42%) Consul
16 10 (0.35%) Prometheus
17 7 (0.25%) ITRS Geneos
18 6 (0.21%) Icinga
Vendors
1 269 (9.42%) Microsoft
2 250 (8.75%) Oracle
3 217 (7.60%) Google
4 107 (3.75%) Cloudera
5 96 (3.36%) Tableau
6 90 (3.15%) Facebook
7 73 (2.56%) Hortonworks
8 63 (2.21%) IBM
9 54 (1.89%) SAP
10 48 (1.68%) New Relic
11 47 (1.65%) Sony
12 46 (1.61%) Apple
13 41 (1.44%) Informatica
14 39 (1.37%) Splunk
14 39 (1.37%) Talend
15 38 (1.33%) Atlassian
15 38 (1.33%) Yahoo!
16 36 (1.26%) Salesforce.com
16 36 (1.26%) WorldPay
17 35 (1.23%) Sybase