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

NoSQL
England > London
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 70 83 78
Rank change year-on-year +13 -5 +20
Permanent jobs citing NoSQL 2,821 2,887 3,057
As % of all permanent IT jobs advertised in London 4.15% 3.87% 3.87%
As % of the Database & Business Intelligence category 13.34% 13.15% 13.08%
Number of salaries quoted 2,102 2,394 2,722
London median annual salary £67,500 £65,000 £62,500
Median salary % change year-on-year +3.85% +4.00% -
10th Percentile £37,500 £45,000 £42,500
90th Percentile £93,625 £95,000 £90,000
England median annual salary £56,500 £57,500 £55,000
% change year-on-year -1.74% +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 21,153 21,950 23,368
As % of all permanent IT jobs advertised in London 31.12% 29.46% 29.61%
Number of salaries quoted 16,801 17,643 20,351
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £93,750 £90,000 £87,500
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 23 September 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 September 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 -6 493 £70,000 +12.00% 98
West London -48 67 £60,000 -4.00% 54
East London +9 44 £65,000 +8.33% 30
South London -22 25 £62,500 -3.85% 11
North London -7 2 £45,000 -18.18% 7
NoSQL
England

For the 6 months to 23 September 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 1,681 (59.59%) Agile Software Development
2 1,407 (49.88%) SQL
3 1,166 (41.33%) Java
4 1,024 (36.30%) JavaScript
5 975 (34.56%) Amazon AWS
6 937 (33.22%) C#
7 930 (32.97%) TDD
8 914 (32.40%) Git (software)
9 891 (31.58%) .NET
10 819 (29.03%) Finance
11 811 (28.75%) Python
12 796 (28.22%) SQL Server
13 765 (27.12%) Microsoft Azure
14 738 (26.16%) MongoDB
15 719 (25.49%) RESTful
16 718 (25.45%) Microservices
17 712 (25.24%) MVC
18 690 (24.46%) Node.js
19 672 (23.82%) AngularJS
20 648 (22.97%) DevOps
21 607 (21.52%) Big Data
22 586 (20.77%) HTML
23 582 (20.63%) BDD
24 556 (19.71%) Software Engineering
25 536 (19.00%) CSS
26 534 (18.93%) Degree
27 533 (18.89%) ASP.NET
28 522 (18.50%) Problem-Solving
29 521 (18.47%) Docker
30 503 (17.83%) Linux

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
1 447 (15.85%) Apache Spark
2 225 (7.98%) Elasticsearch
3 170 (6.03%) Apache
4 139 (4.93%) CMS
5 118 (4.18%) Ethereum
6 98 (3.47%) EPiServer
7 65 (2.30%) Sitecore CMS
8 53 (1.88%) Apache Pig
9 42 (1.49%) Tomcat
10 40 (1.42%) WebSphere
11 34 (1.21%) Apache Solr
11 34 (1.21%) SAS
12 32 (1.13%) Confluence
13 27 (0.96%) WebLogic
14 24 (0.85%) Jetty
14 24 (0.85%) OpenStack
14 24 (0.85%) SharePoint
15 21 (0.74%) IIS
15 21 (0.74%) JBoss
16 20 (0.71%) nginx
Applications
1 50 (1.77%) Microsoft Excel
2 11 (0.39%) SPSS
3 6 (0.21%) Microsoft Office
4 5 (0.18%) MS Visio
5 3 (0.11%) LibreOffice
5 3 (0.11%) Microsoft Project
6 1 (0.035%) HipChat
6 1 (0.035%) InVision
6 1 (0.035%) Microsoft PowerPoint
6 1 (0.035%) Mingle
6 1 (0.035%) Spreadsheet
6 1 (0.035%) Weka
Business Applications
1 60 (2.13%) Distributed Ledger
2 47 (1.67%) Eloqua
3 29 (1.03%) Dynamics CRM
4 13 (0.46%) Payment Gateway
5 11 (0.39%) Dynamics AX
5 11 (0.39%) Dynamics NAV
6 4 (0.14%) Oracle Procure-to-Pay
6 4 (0.14%) SAP ERP
6 4 (0.14%) SAP InfiniteInsight
7 2 (0.071%) Magento
7 2 (0.071%) NetSuite
8 1 (0.035%) Ripple
Cloud Services
1 975 (34.56%) Amazon AWS
2 765 (27.12%) Microsoft Azure
3 196 (6.95%) GitHub
4 177 (6.27%) Cloud Computing
5 152 (5.39%) Google Cloud Platform
6 118 (4.18%) npm
7 111 (3.93%) Amazon S3
8 94 (3.33%) Amazon EC2
9 89 (3.15%) Serverless
10 67 (2.38%) SaaS
11 63 (2.23%) Amazon EMR
12 51 (1.81%) PaaS
13 48 (1.70%) AWS Lambda
14 43 (1.52%) Amazon Kinesis
15 33 (1.17%) AWS CloudFormation
16 29 (1.03%) IBM Cloud
17 24 (0.85%) IaaS
18 20 (0.71%) Amazon SQS
18 20 (0.71%) Office 365
19 18 (0.64%) Amazon ELB
Communications & Networking
1 82 (2.91%) HTTP
2 45 (1.60%) Internet
3 31 (1.10%) TCP/IP
4 29 (1.03%) DNS
5 16 (0.57%) Firewall
5 16 (0.57%) Peer-to-Peer Networking
6 14 (0.50%) DHCP
6 14 (0.50%) WAN
7 13 (0.46%) Anycast
7 13 (0.46%) FIX Connectivity
7 13 (0.46%) LAN
7 13 (0.46%) Quagga
8 11 (0.39%) Intranet
9 10 (0.35%) SMPP
10 9 (0.32%) VLAN
11 7 (0.25%) VPN
12 6 (0.21%) BIG-IP
12 6 (0.21%) Reverse Proxy
13 5 (0.18%) SAN
14 4 (0.14%) OpenVPN
Database & Business Intelligence
1 796 (28.22%) SQL Server
2 738 (26.16%) MongoDB
3 607 (21.52%) Big Data
4 487 (17.26%) Hadoop
5 398 (14.11%) MySQL
6 361 (12.80%) Apache Cassandra
7 338 (11.98%) Relational Database
8 304 (10.78%) PostgreSQL
9 276 (9.78%) Redis
10 261 (9.25%) SQL Server 2016
11 201 (7.13%) Blockchain
12 190 (6.74%) Apache Hive
13 171 (6.06%) RDBMS
14 160 (5.67%) Couchbase
15 146 (5.18%) HBase
16 138 (4.89%) Data Warehouse
17 115 (4.08%) SQL Server Integration Services
18 97 (3.44%) Amazon Redshift
19 96 (3.40%) CouchDB
20 92 (3.26%) SQL Server Reporting Services
Development Applications
1 914 (32.40%) Git (software)
2 322 (11.41%) Jenkins
3 175 (6.20%) Team Foundation Server
4 169 (5.99%) Maven
5 168 (5.96%) gulp
6 167 (5.92%) Mocha
7 164 (5.81%) TeamCity
8 163 (5.78%) Visual Studio
9 153 (5.42%) Selenium
10 141 (5.00%) Octopus Deploy
11 126 (4.47%) Protractor
12 118 (4.18%) JUnit
13 114 (4.04%) Karma Test Runner
14 110 (3.90%) Gradle
15 109 (3.86%) Bower
15 109 (3.86%) JIRA
16 98 (3.47%) webpack
17 91 (3.23%) Sinon.JS
18 76 (2.69%) Atlassian Bamboo
19 75 (2.66%) Subversion
General
1 819 (29.03%) Finance
2 412 (14.60%) Banking
3 195 (6.91%) Investment Banking
4 162 (5.74%) Financial Institution
5 156 (5.53%) Games
6 154 (5.46%) Advertising
6 154 (5.46%) Retail
7 111 (3.93%) Marketing
8 95 (3.37%) Telecoms
9 73 (2.59%) Front Office
10 53 (1.88%) Law
11 29 (1.03%) Music Industry
12 27 (0.96%) Publishing
13 21 (0.74%) Manufacturing
14 19 (0.67%) Pharmaceutical
15 18 (0.64%) Back Office
15 18 (0.64%) Electronics
16 13 (0.46%) Legal
17 9 (0.32%) Military
18 8 (0.28%) Retail Finance
Job Titles
1 1,725 (61.15%) Developer
2 531 (18.82%) .NET Developer
3 434 (15.38%) Java Developer
4 359 (12.73%) C# Developer
5 339 (12.02%) Senior Developer
6 243 (8.61%) Data Engineer
7 234 (8.29%) C# .NET Developer
8 221 (7.83%) Architect
9 197 (6.98%) ASP.NET Developer
10 173 (6.13%) C# ASP.NET Developer
11 135 (4.79%) Full Stack Developer
12 125 (4.43%) Software Engineer
13 121 (4.29%) Blockchain Developer
14 120 (4.25%) Big Data Engineer
15 110 (3.90%) Node.js Developer
16 109 (3.86%) ASP.NET MVC Developer
17 105 (3.72%) Backend Developer
18 102 (3.62%) JavaScript Developer
19 97 (3.44%) DevOps Engineer
20 94 (3.33%) Lead Developer
Libraries, Frameworks & Software Standards
1 891 (31.58%) .NET
2 719 (25.49%) RESTful
3 690 (24.46%) Node.js
4 672 (23.82%) AngularJS
5 586 (20.77%) HTML
6 536 (19.00%) CSS
7 533 (18.89%) ASP.NET
8 487 (17.26%) ASP.NET Web API
9 424 (15.03%) ASP.NET MVC
10 421 (14.92%) React
11 409 (14.50%) REST
12 385 (13.65%) Kafka
13 369 (13.08%) Spring
14 322 (11.41%) Web Services
15 307 (10.88%) WCF
16 298 (10.56%) .NET Framework
17 275 (9.75%) HTML5
18 267 (9.46%) Entity Framework
19 202 (7.16%) jQuery
20 195 (6.91%) CSS3
Miscellaneous
1 321 (11.38%) Computer Science
2 293 (10.39%) Analytical Skills
3 264 (9.36%) Greenfield Project
4 237 (8.40%) Fintech
5 195 (6.91%) Algorithms
6 163 (5.78%) User Experience
7 152 (5.39%) Data Structures
8 132 (4.68%) Cyberthreat
9 106 (3.76%) Self-Motivation
10 92 (3.26%) Bitcoin
11 71 (2.52%) Enterprise Software
12 62 (2.20%) Cloud Native
13 60 (2.13%) Equities
14 58 (2.06%) Fixed Income
15 49 (1.74%) Mobile App
16 44 (1.56%) Hedge funds
17 43 (1.52%) Virtual Team
18 40 (1.42%) Management Information System
19 39 (1.38%) Linux Command Line
19 39 (1.38%) Public Cloud
Operating Systems
1 503 (17.83%) Linux
2 192 (6.81%) Unix
3 149 (5.28%) Windows
4 52 (1.84%) VMS
5 39 (1.38%) CentOS
6 30 (1.06%) Android
7 29 (1.03%) Apple iOS
8 27 (0.96%) Ubuntu
9 21 (0.74%) Red Hat Enterprise Linux
10 19 (0.67%) Windows Server
11 16 (0.57%) Fedora
12 15 (0.53%) SUSE
13 8 (0.28%) Debian
13 8 (0.28%) Windows Server 2008
14 6 (0.21%) CoreOS
15 4 (0.14%) Oracle Linux
16 3 (0.11%) Mac OS
16 3 (0.11%) Mac OS X
16 3 (0.11%) Windows Server 2012
17 2 (0.071%) Solaris
Processes & Methodologies
1 1,681 (59.59%) Agile Software Development
2 930 (32.97%) TDD
3 718 (25.45%) Microservices
4 712 (25.24%) MVC
5 648 (22.97%) DevOps
6 582 (20.63%) BDD
7 556 (19.71%) Software Engineering
8 522 (18.50%) Problem-Solving
9 444 (15.74%) Analytics
10 437 (15.49%) Continuous Integration
11 423 (14.99%) Web Application Development
12 415 (14.71%) Scrum
13 369 (13.08%) Test Automation
14 368 (13.05%) Data Science
15 356 (12.62%) OO
16 354 (12.55%) Machine Learning
17 318 (11.27%) Open Source
18 231 (8.19%) Continuous Improvement
19 212 (7.52%) ETL
19 212 (7.52%) Front End Development
Programming Languages
1 1,407 (49.88%) SQL
2 1,166 (41.33%) Java
3 1,024 (36.30%) JavaScript
4 937 (33.22%) C#
5 811 (28.75%) Python
6 379 (13.43%) Scala
7 367 (13.01%) Ruby
8 283 (10.03%) Java 8
9 166 (5.88%) ES6
10 146 (5.18%) PHP
11 123 (4.36%) T-SQL
12 113 (4.01%) C++
13 110 (3.90%) Go
14 96 (3.40%) Solidity
15 92 (3.26%) R
16 90 (3.19%) Perl
17 83 (2.94%) TypeScript
18 75 (2.66%) Bash Shell
19 74 (2.62%) Shell Script
20 66 (2.34%) PowerShell
Qualifications
1 534 (18.93%) Degree
2 130 (4.61%) Computer Science Degree
3 78 (2.76%) SAFe Agilist
4 35 (1.24%) PhD
5 32 (1.13%) Security Cleared
6 23 (0.82%) Master's Degree
7 15 (0.53%) SC Cleared
8 13 (0.46%) AWS Certification
9 12 (0.43%) Numerate Degree
10 4 (0.14%) CISSP
10 4 (0.14%) ITIL Certification
10 4 (0.14%) Sun Certification
11 3 (0.11%) PMI Certification
12 2 (0.071%) CSSLP
12 2 (0.071%) DBS Check
12 2 (0.071%) DV Cleared
12 2 (0.071%) GWAPT
12 2 (0.071%) MCSA
12 2 (0.071%) Microsoft Certification
12 2 (0.071%) TOGAF Certification
Quality Assurance & Compliance
1 100 (3.54%) QA
2 19 (0.67%) GDPR
3 15 (0.53%) Data Quality
4 10 (0.35%) PCI DSS
5 7 (0.25%) ISO/IEC 27001
6 6 (0.21%) SLA
7 5 (0.18%) COBIT
8 3 (0.11%) MiFID
9 1 (0.035%) HL7
System Software
1 521 (18.47%) Docker
2 85 (3.01%) Virtual Machines
3 79 (2.80%) HDFS
4 59 (2.09%) Apache Flume
5 25 (0.89%) VMware Infrastructure
6 23 (0.82%) VirtualBox
7 20 (0.71%) Active Directory
8 16 (0.57%) Apache ZooKeeper
9 8 (0.28%) iptables
10 5 (0.18%) Oracle RAC
11 4 (0.14%) LXC
11 4 (0.14%) Varnish
12 3 (0.11%) GridGain
13 2 (0.071%) GlusterFS
13 2 (0.071%) KVM
14 1 (0.035%) etcd
14 1 (0.035%) oVirt
14 1 (0.035%) QEMU
14 1 (0.035%) VMware ESXi
14 1 (0.035%) zsh
Systems Management
1 272 (9.64%) Kubernetes
2 207 (7.34%) Ansible
3 171 (6.06%) Puppet
4 156 (5.53%) Terraform
5 128 (4.54%) Opscode Chef
6 85 (3.01%) Docker Swarm
7 50 (1.77%) Kibana
8 45 (1.60%) Prometheus
9 42 (1.49%) Mesos
10 40 (1.42%) Hadoop YARN
11 34 (1.21%) Oozie
12 32 (1.13%) Grafana
12 32 (1.13%) logstash
13 16 (0.57%) ITRS Geneos
13 16 (0.57%) Nagios
14 12 (0.43%) Automic
14 12 (0.43%) WebSphere Service Registry and Repository
15 11 (0.39%) ZABBIX
16 7 (0.25%) Graylog
16 7 (0.25%) HAProxy
Vendors
1 320 (11.34%) Microsoft
2 229 (8.12%) Oracle
3 213 (7.55%) Google
4 107 (3.79%) Hortonworks
5 106 (3.76%) Cloudera
6 99 (3.51%) Tableau
7 68 (2.41%) Sitecore
8 66 (2.34%) IBM
9 60 (2.13%) Sybase
10 57 (2.02%) Splunk
11 49 (1.74%) Informatica
12 48 (1.70%) MapR
13 47 (1.67%) Marketo
14 45 (1.60%) Databricks
15 40 (1.42%) Talend
16 39 (1.38%) Apple
16 39 (1.38%) VMware
17 38 (1.35%) SAP
18 37 (1.31%) Red Hat
19 36 (1.28%) Alias