Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 68 78 88
Rank change year-on-year +10 +10 +19
Permanent jobs citing NoSQL 2,971 2,933 2,887
As % of all permanent IT jobs advertised in London 4.19% 4.00% 3.48%
As % of the Database & Business Intelligence category 13.27% 13.47% 11.50%
Number of salaries quoted 2,272 2,450 2,576
London median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £42,500 £42,500
90th Percentile £93,750 £93,750 £90,000
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 22,383 21,782 25,101
As % of all permanent IT jobs advertised in London 31.58% 29.71% 30.23%
Number of salaries quoted 17,639 18,129 21,877
London median annual salary £62,500 £60,000 £56,000
Median salary % change year-on-year +4.17% +7.14% +1.82%
10th Percentile £37,500 £36,250 £35,400
90th Percentile £92,500 £90,000 £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 19 July 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 19 July 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 -18 487 £70,000 +12.00% 112
West London -46 75 £60,000 -4.00% 31
South London -16 38 £57,500 +25.00% 8
East London +16 31 £57,500 -4.17% 28
North London -9 11 £75,000 +36.36% 1
NoSQL
England

For the 6 months to 19 July 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 1,726 (58.09%) Agile Software Development
2 1,496 (50.35%) SQL
3 1,262 (42.48%) Java
4 1,043 (35.11%) JavaScript
5 1,041 (35.04%) TDD
6 1,018 (34.26%) Git (software)
7 997 (33.56%) Amazon AWS
8 876 (29.49%) C#
9 865 (29.11%) Finance
10 859 (28.91%) .NET
11 839 (28.24%) Python
12 816 (27.47%) RESTful
13 773 (26.02%) MongoDB
13 773 (26.02%) Node.js
14 726 (24.44%) AngularJS
15 723 (24.34%) Microsoft Azure
16 712 (23.96%) MVC
16 712 (23.96%) Microservices
17 691 (23.26%) SQL Server
18 653 (21.98%) Big Data
19 644 (21.68%) Linux
20 618 (20.80%) HTML
21 614 (20.67%) Software Engineering
22 610 (20.53%) DevOps
23 607 (20.43%) BDD
24 582 (19.59%) Docker
25 564 (18.98%) CSS
26 515 (17.33%) MySQL
27 507 (17.06%) Degree
28 503 (16.93%) 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
1 471 (15.85%) Apache Spark
2 219 (7.37%) Elasticsearch
3 176 (5.92%) Apache
4 121 (4.07%) CMS
4 121 (4.07%) Ethereum
5 72 (2.42%) EPiServer
6 67 (2.26%) Tomcat
7 53 (1.78%) Sitecore CMS
8 47 (1.58%) Confluence
9 38 (1.28%) OpenStack
10 37 (1.25%) Jetty
11 35 (1.18%) Apache Pig
12 32 (1.08%) Apache Solr
13 31 (1.04%) IIS
13 31 (1.04%) nginx
14 28 (0.94%) SAS
15 25 (0.84%) Drupal
16 24 (0.81%) WebLogic
17 23 (0.77%) JBoss
18 21 (0.71%) Hyperledger
Applications
1 72 (2.42%) Microsoft Excel
2 9 (0.30%) SPSS
3 7 (0.24%) MS Visio
4 5 (0.17%) Microsoft Office
5 3 (0.10%) LibreOffice
5 3 (0.10%) Microsoft PowerPoint
5 3 (0.10%) Microsoft Project
6 1 (0.034%) HipChat
6 1 (0.034%) InVision
6 1 (0.034%) Mingle
6 1 (0.034%) Spreadsheet
6 1 (0.034%) Weka
Business Applications
1 100 (3.37%) Distributed Ledger
2 41 (1.38%) Eloqua
3 35 (1.18%) Dynamics CRM
4 11 (0.37%) Dynamics AX
4 11 (0.37%) Dynamics NAV
5 6 (0.20%) Payment Gateway
6 4 (0.13%) Oracle Procure-to-Pay
6 4 (0.13%) SAP ERP
6 4 (0.13%) SAP InfiniteInsight
7 2 (0.067%) Magento
8 1 (0.034%) NetSuite
8 1 (0.034%) Ripple
8 1 (0.034%) Shopify
Cloud Services
1 997 (33.56%) Amazon AWS
2 723 (24.34%) Microsoft Azure
3 241 (8.11%) GitHub
4 192 (6.46%) Cloud Computing
5 131 (4.41%) Google Cloud Platform
6 121 (4.07%) Amazon S3
7 111 (3.74%) Amazon EC2
8 102 (3.43%) npm
9 100 (3.37%) Serverless
10 76 (2.56%) SaaS
11 66 (2.22%) Amazon EMR
11 66 (2.22%) AWS Lambda
12 57 (1.92%) PaaS
13 35 (1.18%) Amazon Kinesis
14 34 (1.14%) IBM Cloud
15 33 (1.11%) AWS CloudFormation
16 24 (0.81%) Amazon SQS
16 24 (0.81%) Slack
17 23 (0.77%) IaaS
17 23 (0.77%) Trello
Communications & Networking
1 93 (3.13%) HTTP
2 54 (1.82%) Internet
3 53 (1.78%) TCP/IP
4 45 (1.51%) DNS
5 26 (0.88%) Firewall
6 19 (0.64%) VPN
7 18 (0.61%) DHCP
8 17 (0.57%) SMPP
9 15 (0.50%) LAN
9 15 (0.50%) WAN
10 14 (0.47%) FIX Connectivity
11 13 (0.44%) Anycast
11 13 (0.44%) Quagga
12 12 (0.40%) Peer-to-Peer Networking
13 10 (0.34%) SMS
14 9 (0.30%) SMTP
15 8 (0.27%) SAN
16 7 (0.24%) Reverse Proxy
17 5 (0.17%) SSH
18 4 (0.13%) FTP
Database & Business Intelligence
1 773 (26.02%) MongoDB
2 691 (23.26%) SQL Server
3 653 (21.98%) Big Data
4 515 (17.33%) MySQL
5 503 (16.93%) Hadoop
6 383 (12.89%) Apache Cassandra
7 353 (11.88%) PostgreSQL
8 348 (11.71%) Redis
9 322 (10.84%) Relational Database
10 244 (8.21%) Blockchain
11 230 (7.74%) SQL Server 2016
12 170 (5.72%) RDBMS
13 158 (5.32%) Apache Hive
14 147 (4.95%) HBase
15 144 (4.85%) Couchbase
16 126 (4.24%) Data Warehouse
17 109 (3.67%) Cosmos DB
17 109 (3.67%) Data Lake
18 107 (3.60%) Amazon DynamoDB
19 102 (3.43%) Neo4j
Development Applications
1 1,018 (34.26%) Git (software)
2 377 (12.69%) Jenkins
3 184 (6.19%) Maven
4 174 (5.86%) gulp
5 160 (5.39%) Team Foundation Server
5 160 (5.39%) TeamCity
6 156 (5.25%) JIRA
7 153 (5.15%) Mocha
8 140 (4.71%) Octopus Deploy
8 140 (4.71%) Selenium
9 135 (4.54%) Gradle
10 124 (4.17%) Visual Studio
11 119 (4.01%) webpack
12 113 (3.80%) JUnit
13 107 (3.60%) Subversion
14 104 (3.50%) Protractor
15 90 (3.03%) Atlassian Bamboo
16 85 (2.86%) Karma Test Runner
17 80 (2.69%) Bower
18 67 (2.26%) Sinon.JS
General
1 865 (29.11%) Finance
2 484 (16.29%) Banking
3 195 (6.56%) Investment Banking
4 171 (5.76%) Retail
5 165 (5.55%) Financial Institution
6 164 (5.52%) Telecoms
7 151 (5.08%) Games
8 146 (4.91%) Advertising
9 129 (4.34%) Marketing
10 84 (2.83%) Front Office
11 36 (1.21%) Law
12 35 (1.18%) Publishing
13 28 (0.94%) Legal
14 24 (0.81%) Manufacturing
15 23 (0.77%) Pharmaceutical
16 20 (0.67%) Electronics
17 19 (0.64%) Back Office
18 18 (0.61%) Music Industry
19 8 (0.27%) French Language
20 6 (0.20%) Automotive
Job Titles
1 1,834 (61.73%) Developer
2 501 (16.86%) .NET Developer
3 489 (16.46%) Java Developer
4 361 (12.15%) Senior Developer
5 331 (11.14%) C# Developer
6 232 (7.81%) Data Engineer
7 224 (7.54%) C# .NET Developer
8 196 (6.60%) Architect
9 184 (6.19%) ASP.NET Developer
10 169 (5.69%) C# ASP.NET Developer
11 167 (5.62%) Node.js Developer
12 161 (5.42%) JavaScript Developer
13 147 (4.95%) Software Engineer
14 127 (4.27%) Blockchain Developer
15 125 (4.21%) ASP.NET MVC Developer
16 118 (3.97%) Backend Developer
17 115 (3.87%) Senior Java Developer
18 109 (3.67%) Java Engineer
19 108 (3.64%) Full Stack Developer
20 105 (3.53%) Data Scientist
Libraries, Frameworks & Software Standards
1 859 (28.91%) .NET
2 816 (27.47%) RESTful
3 773 (26.02%) Node.js
4 726 (24.44%) AngularJS
5 618 (20.80%) HTML
6 564 (18.98%) CSS
7 496 (16.69%) ASP.NET
8 445 (14.98%) ASP.NET Web API
9 439 (14.78%) React
10 423 (14.24%) REST
11 406 (13.67%) Spring
12 402 (13.53%) ASP.NET MVC
13 390 (13.13%) Kafka
14 370 (12.45%) Web Services
15 302 (10.16%) WCF
16 280 (9.42%) HTML5
17 279 (9.39%) .NET Framework
18 246 (8.28%) Entity Framework
19 242 (8.15%) jQuery
20 215 (7.24%) CSS3
Miscellaneous
1 327 (11.01%) Computer Science
2 313 (10.54%) Analytical Skills
3 261 (8.78%) Greenfield Project
4 250 (8.41%) Fintech
5 205 (6.90%) Algorithms
6 185 (6.23%) User Experience
7 149 (5.02%) Data Structures
8 147 (4.95%) Cyberthreat
9 124 (4.17%) Enterprise Software
10 115 (3.87%) Bitcoin
11 84 (2.83%) Self-Motivation
12 76 (2.56%) Linux Command Line
13 74 (2.49%) Mobile App
14 72 (2.42%) Equities
15 66 (2.22%) Public Cloud
16 63 (2.12%) Fixed Income
17 58 (1.95%) Cloud Native
18 54 (1.82%) Management Information System
19 47 (1.58%) Virtual Team
20 42 (1.41%) Hedge funds
Operating Systems
1 644 (21.68%) Linux
2 214 (7.20%) Unix
3 137 (4.61%) Windows
4 58 (1.95%) VMS
5 46 (1.55%) Apple iOS
6 45 (1.51%) Android
7 35 (1.18%) CentOS
8 26 (0.88%) Ubuntu
9 17 (0.57%) Debian
9 17 (0.57%) Fedora
10 15 (0.50%) SUSE
11 12 (0.40%) Red Hat Enterprise Linux
12 11 (0.37%) Windows Server
13 10 (0.34%) Windows Server 2008
14 4 (0.13%) Oracle Linux
14 4 (0.13%) Windows Server 2012
15 3 (0.10%) Amazon Linux
15 3 (0.10%) Mac OS
15 3 (0.10%) Solaris
16 2 (0.067%) Mac OS X
Processes & Methodologies
1 1,726 (58.09%) Agile Software Development
2 1,041 (35.04%) TDD
3 712 (23.96%) Microservices
3 712 (23.96%) MVC
4 614 (20.67%) Software Engineering
5 610 (20.53%) DevOps
6 607 (20.43%) BDD
7 503 (16.93%) Problem-Solving
8 461 (15.52%) Analytics
9 458 (15.42%) Continuous Integration
10 450 (15.15%) Scrum
11 444 (14.94%) Test Automation
12 385 (12.96%) Machine Learning
12 385 (12.96%) Web Application Development
13 375 (12.62%) OO
14 364 (12.25%) Data Science
15 357 (12.02%) Open Source
16 271 (9.12%) Front End Development
17 250 (8.41%) Low Latency
18 247 (8.31%) Unit Testing
Programming Languages
1 1,496 (50.35%) SQL
2 1,262 (42.48%) Java
3 1,043 (35.11%) JavaScript
4 876 (29.49%) C#
5 839 (28.24%) Python
6 399 (13.43%) Ruby
7 381 (12.82%) Scala
8 308 (10.37%) Java 8
9 200 (6.73%) ES6
10 173 (5.82%) PHP
11 124 (4.17%) C++
11 124 (4.17%) T-SQL
12 113 (3.80%) R
13 110 (3.70%) Solidity
14 103 (3.47%) Bash Shell
15 102 (3.43%) Go
16 101 (3.40%) TypeScript
17 97 (3.26%) Perl
18 78 (2.63%) Shell Script
19 72 (2.42%) PowerShell
Qualifications
1 507 (17.06%) Degree
2 124 (4.17%) Computer Science Degree
3 61 (2.05%) SAFe Agilist
4 50 (1.68%) PhD
5 31 (1.04%) Master's Degree
6 30 (1.01%) Security Cleared
7 12 (0.40%) Numerate Degree
8 8 (0.27%) SC Cleared
9 7 (0.24%) Sun Certification
10 6 (0.20%) ITIL Certification
11 4 (0.13%) MBA
12 3 (0.10%) AWS Certification
12 3 (0.10%) DV Cleared
13 2 (0.067%) CISSP
13 2 (0.067%) EMC Certification
13 2 (0.067%) MCSA
13 2 (0.067%) Microsoft Certification
14 1 (0.034%) DBS Check
Quality Assurance & Compliance
1 115 (3.87%) QA
2 38 (1.28%) GCP
3 15 (0.50%) GDPR
4 14 (0.47%) PCI DSS
5 13 (0.44%) Data Quality
6 6 (0.20%) WAI
7 4 (0.13%) SLA
8 3 (0.10%) ISO/IEC 27001
8 3 (0.10%) MiFID
9 2 (0.067%) COBIT
10 1 (0.034%) HIPAA
10 1 (0.034%) HL7
10 1 (0.034%) Sarbanes-Oxley
System Software
1 582 (19.59%) Docker
2 87 (2.93%) Virtual Machines
3 68 (2.29%) HDFS
4 56 (1.88%) Apache Flume
5 22 (0.74%) VMware Infrastructure
6 21 (0.71%) VirtualBox
7 17 (0.57%) Active Directory
8 16 (0.54%) Apache ZooKeeper
9 6 (0.20%) Oracle RAC
10 4 (0.13%) LXC
11 3 (0.10%) GridGain
11 3 (0.10%) KVM
11 3 (0.10%) VMware ESXi
12 2 (0.067%) iptables
12 2 (0.067%) Varnish
12 2 (0.067%) vCloud
12 2 (0.067%) vSphere
13 1 (0.034%) Virtual Desktop
13 1 (0.034%) zsh
Systems Management
1 290 (9.76%) Kubernetes
2 259 (8.72%) Ansible
3 201 (6.77%) Puppet
4 163 (5.49%) Terraform
5 131 (4.41%) Opscode Chef
6 91 (3.06%) Docker Swarm
7 48 (1.62%) Mesos
8 43 (1.45%) Kibana
9 30 (1.01%) Hadoop YARN
10 27 (0.91%) Oozie
11 24 (0.81%) Prometheus
12 20 (0.67%) logstash
12 20 (0.67%) Nagios
13 17 (0.57%) ITRS Geneos
14 16 (0.54%) Grafana
14 16 (0.54%) Salt
15 13 (0.44%) ZABBIX
16 11 (0.37%) Consul
17 8 (0.27%) Packer
18 7 (0.24%) Failover Clustering
Vendors
1 304 (10.23%) Microsoft
2 244 (8.21%) Oracle
3 204 (6.87%) Google
4 108 (3.64%) Cloudera
5 103 (3.47%) Tableau
6 93 (3.13%) Hortonworks
7 72 (2.42%) Sybase
8 71 (2.39%) IBM
9 55 (1.85%) Sitecore
10 54 (1.82%) Facebook
11 46 (1.55%) Informatica
12 45 (1.51%) Atlassian
13 43 (1.45%) Talend
14 42 (1.41%) Splunk
15 41 (1.38%) Marketo
16 39 (1.31%) SAP
17 38 (1.28%) Apple
18 37 (1.25%) VMware
19 32 (1.08%) Blue Prism
20 31 (1.04%) Red Hat