Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > London
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 72 89 70
Rank change year-on-year +17 -19 +24
Permanent jobs citing NoSQL 2,699 2,792 3,127
As % of all permanent IT jobs advertised in London 4.04% 3.69% 4.11%
As % of the Database & Business Intelligence category 13.39% 12.55% 13.97%
Number of salaries quoted 2,054 2,304 2,775
London median annual salary £67,500 £66,500 £65,000
Median salary % change year-on-year +1.50% +2.31% +4.00%
10th Percentile £36,548 £45,000 £42,500
90th Percentile £95,000 £95,000 £91,250
England median annual salary £57,500 £56,250 £55,000
% change year-on-year +2.22% +2.27% -

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 20,163 22,246 22,386
As % of all permanent IT jobs advertised in London 30.17% 29.43% 29.42%
Number of salaries quoted 16,452 17,818 19,470
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 £95,000 £88,750 £87,500
England median annual salary £51,250 £50,000 £47,500
% change year-on-year +2.50% +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 17 November 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 17 November 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 +3 483 £70,000 +7.69% 122
West London -43 61 £62,250 -0.40% 92
East London +4 45 £61,250 +2.08% 47
South London -23 33 £60,000 -2.04% 13
North London -17 3 £40,000 -27.27% 8
NoSQL
England

For the 6 months to 17 November 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 1,610 (59.65%) Agile Software Development
2 1,313 (48.65%) SQL
3 1,064 (39.42%) Java
4 1,019 (37.75%) Amazon AWS
5 932 (34.53%) C#
6 922 (34.16%) JavaScript
7 870 (32.23%) .NET
8 852 (31.57%) Python
9 850 (31.49%) TDD
10 830 (30.75%) Git (software)
11 813 (30.12%) SQL Server
12 753 (27.90%) Microsoft Azure
13 722 (26.75%) Finance
14 665 (24.64%) MVC
15 663 (24.56%) Node.js
16 652 (24.16%) MongoDB
17 650 (24.08%) DevOps
18 633 (23.45%) Microservices
19 632 (23.42%) RESTful
20 626 (23.19%) AngularJS
21 591 (21.90%) Big Data
22 547 (20.27%) BDD
23 530 (19.64%) ASP.NET
24 511 (18.93%) HTML
25 509 (18.86%) Software Engineering
26 507 (18.78%) Hadoop
27 503 (18.64%) Docker
28 489 (18.12%) CSS
29 488 (18.08%) ASP.NET Web API
30 474 (17.56%) Degree

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
1 446 (16.52%) Apache Spark
2 240 (8.89%) Elasticsearch
3 171 (6.34%) Apache
4 118 (4.37%) CMS
5 93 (3.45%) Ethereum
6 91 (3.37%) Apache Pig
7 78 (2.89%) EPiServer
8 53 (1.96%) Sitecore CMS
9 52 (1.93%) WebSphere
10 42 (1.56%) Tomcat
11 41 (1.52%) Apache Solr
12 39 (1.44%) SAS
13 38 (1.41%) Confluence
14 35 (1.30%) IIS
15 34 (1.26%) SharePoint
16 32 (1.19%) nginx
17 21 (0.78%) WebLogic
18 19 (0.70%) Mule
19 16 (0.59%) JBoss
20 14 (0.52%) OpenStack
Applications
1 28 (1.04%) Microsoft Excel
2 12 (0.44%) SPSS
3 4 (0.15%) Microsoft Office
3 4 (0.15%) MS Visio
4 3 (0.11%) Chatbot
4 3 (0.11%) LibreOffice
5 2 (0.074%) HipChat
6 1 (0.037%) Adobe Premiere
6 1 (0.037%) InVision
6 1 (0.037%) Microsoft PowerPoint
6 1 (0.037%) Microsoft Project
6 1 (0.037%) Spreadsheet
Business Applications
1 40 (1.48%) Distributed Ledger
2 35 (1.30%) Eloqua
3 32 (1.19%) Dynamics CRM
4 17 (0.63%) Payment Gateway
5 11 (0.41%) Dynamics AX
5 11 (0.41%) Dynamics NAV
6 6 (0.22%) Magento
7 4 (0.15%) Oracle Procure-to-Pay
8 2 (0.074%) NetSuite
9 1 (0.037%) Ripple
9 1 (0.037%) SAP ERP
9 1 (0.037%) SAP InfiniteInsight
Cloud Services
1 1,019 (37.75%) Amazon AWS
2 753 (27.90%) Microsoft Azure
3 198 (7.34%) Google Cloud Platform
4 173 (6.41%) GitHub
5 159 (5.89%) Cloud Computing
6 88 (3.26%) SaaS
7 87 (3.22%) npm
8 84 (3.11%) Amazon S3
9 79 (2.93%) Serverless
10 74 (2.74%) Amazon EC2
11 52 (1.93%) PaaS
12 51 (1.89%) Amazon EMR
13 40 (1.48%) Amazon Kinesis
14 39 (1.44%) AWS Lambda
15 29 (1.07%) AWS CloudFormation
16 27 (1.00%) IaaS
17 23 (0.85%) Amazon SQS
18 19 (0.70%) Amazon ELB
18 19 (0.70%) Apigee
18 19 (0.70%) Azure Data Factory
Communications & Networking
1 89 (3.30%) HTTP
2 51 (1.89%) Internet
3 25 (0.93%) TCP/IP
4 23 (0.85%) DNS
5 22 (0.82%) Firewall
6 20 (0.74%) VPN
7 15 (0.56%) Reverse Proxy
8 14 (0.52%) Peer-to-Peer Networking
9 13 (0.48%) Intranet
9 13 (0.48%) VLAN
10 10 (0.37%) Ethernet
10 10 (0.37%) MPLS
11 9 (0.33%) BIG-IP
11 9 (0.33%) DHCP
11 9 (0.33%) WAN
12 8 (0.30%) LAN
13 6 (0.22%) Anycast
13 6 (0.22%) FIX Connectivity
13 6 (0.22%) Quagga
14 4 (0.15%) FTP
Database & Business Intelligence
1 813 (30.12%) SQL Server
2 652 (24.16%) MongoDB
3 591 (21.90%) Big Data
4 507 (18.78%) Hadoop
5 362 (13.41%) Apache Cassandra
6 344 (12.75%) Relational Database
7 333 (12.34%) MySQL
8 262 (9.71%) SQL Server 2016
9 239 (8.86%) PostgreSQL
10 226 (8.37%) Apache Hive
11 215 (7.97%) Redis
12 192 (7.11%) HBase
13 165 (6.11%) Couchbase
14 161 (5.97%) Blockchain
15 160 (5.93%) RDBMS
16 146 (5.41%) Data Warehouse
17 137 (5.08%) Amazon Redshift
18 126 (4.67%) CouchDB
19 109 (4.04%) Impala
19 109 (4.04%) SQL Server Integration Services
Development Applications
1 830 (30.75%) Git (software)
2 320 (11.86%) Jenkins
3 154 (5.71%) Team Foundation Server
4 148 (5.48%) Maven
5 146 (5.41%) TeamCity
6 142 (5.26%) Visual Studio
7 131 (4.85%) Mocha
8 130 (4.82%) Octopus Deploy
9 114 (4.22%) gulp
10 108 (4.00%) Selenium
11 100 (3.71%) JUnit
12 95 (3.52%) JIRA
13 89 (3.30%) Protractor
14 88 (3.26%) Bower
15 86 (3.19%) Atlassian Bamboo
15 86 (3.19%) Karma Test Runner
16 80 (2.96%) Gradle
17 70 (2.59%) Sinon.JS
18 57 (2.11%) Subversion
18 57 (2.11%) webpack
General
1 722 (26.75%) Finance
2 298 (11.04%) Banking
3 154 (5.71%) Games
4 132 (4.89%) Retail
5 125 (4.63%) Advertising
6 119 (4.41%) Marketing
7 114 (4.22%) Investment Banking
8 89 (3.30%) Law
9 83 (3.08%) Financial Institution
10 81 (3.00%) Telecoms
11 49 (1.82%) Military
12 47 (1.74%) Front Office
13 32 (1.19%) Music Industry
14 21 (0.78%) Publishing
15 19 (0.70%) Pharmaceutical
16 17 (0.63%) Manufacturing
17 12 (0.44%) Electronics
17 12 (0.44%) Legal
18 8 (0.30%) Automotive
19 6 (0.22%) French Language
Job Titles
1 1,569 (58.13%) Developer
2 536 (19.86%) .NET Developer
3 372 (13.78%) Java Developer
4 361 (13.38%) C# Developer
5 273 (10.11%) Senior Developer
6 266 (9.86%) Data Engineer
7 251 (9.30%) Architect
8 235 (8.71%) C# .NET Developer
9 197 (7.30%) ASP.NET Developer
10 171 (6.34%) C# ASP.NET Developer
11 139 (5.15%) Big Data Engineer
12 109 (4.04%) Full Stack Developer
13 103 (3.82%) DevOps Engineer
14 102 (3.78%) ASP.NET MVC Developer
15 100 (3.71%) Software Engineer
16 97 (3.59%) Blockchain Developer
17 89 (3.30%) Data Architect
18 88 (3.26%) Lead Developer
19 87 (3.22%) Backend Developer
20 75 (2.78%) Node.js Developer
Libraries, Frameworks & Software Standards
1 870 (32.23%) .NET
2 663 (24.56%) Node.js
3 632 (23.42%) RESTful
4 626 (23.19%) AngularJS
5 530 (19.64%) ASP.NET
6 511 (18.93%) HTML
7 489 (18.12%) CSS
8 488 (18.08%) ASP.NET Web API
9 428 (15.86%) ASP.NET MVC
10 392 (14.52%) Kafka
11 385 (14.26%) React
12 368 (13.63%) REST
13 319 (11.82%) Spring
14 308 (11.41%) Web Services
15 300 (11.12%) .NET Framework
16 289 (10.71%) WCF
17 270 (10.00%) Entity Framework
18 219 (8.11%) HTML5
19 205 (7.60%) .NET Core
20 190 (7.04%) ASP.NET MVC 5
Miscellaneous
1 309 (11.45%) Computer Science
2 238 (8.82%) Analytical Skills
3 237 (8.78%) Greenfield Project
4 231 (8.56%) Fintech
5 172 (6.37%) Algorithms
6 134 (4.96%) Data Structures
7 128 (4.74%) User Experience
8 85 (3.15%) Self-Motivation
9 70 (2.59%) Hedge funds
10 67 (2.48%) Bitcoin
11 57 (2.11%) Enterprise Software
12 56 (2.07%) Cloud Native
13 55 (2.04%) Cyberthreat
14 50 (1.85%) Equities
15 41 (1.52%) Mobile App
16 38 (1.41%) Virtual Team
17 36 (1.33%) Social Media
18 32 (1.19%) Clustering
19 31 (1.15%) Public Cloud
20 30 (1.11%) Fixed Income
Operating Systems
1 425 (15.75%) Linux
2 187 (6.93%) Windows
3 152 (5.63%) Unix
4 60 (2.22%) Red Hat Enterprise Linux
5 54 (2.00%) CentOS
6 42 (1.56%) Windows Server
7 39 (1.44%) VMS
8 37 (1.37%) Apple iOS
9 35 (1.30%) Android
10 25 (0.93%) Ubuntu
11 14 (0.52%) Fedora
12 10 (0.37%) SUSE
12 10 (0.37%) Windows Server 2008
13 9 (0.33%) CoreOS
14 5 (0.19%) Debian
14 5 (0.19%) Windows Server 2012
15 4 (0.15%) Windows 7
16 3 (0.11%) Mac OS
16 3 (0.11%) Mac OS X
16 3 (0.11%) Windows NT
Processes & Methodologies
1 1,610 (59.65%) Agile Software Development
2 850 (31.49%) TDD
3 665 (24.64%) MVC
4 650 (24.08%) DevOps
5 633 (23.45%) Microservices
6 547 (20.27%) BDD
7 509 (18.86%) Software Engineering
8 427 (15.82%) Continuous Integration
9 426 (15.78%) Analytics
10 412 (15.26%) Scrum
11 407 (15.08%) Web Application Development
12 391 (14.49%) Problem-Solving
13 350 (12.97%) Machine Learning
14 346 (12.82%) Data Science
15 293 (10.86%) Test Automation
16 285 (10.56%) OO
17 272 (10.08%) Open Source
18 214 (7.93%) ETL
19 196 (7.26%) Data Modelling
20 194 (7.19%) Business Intelligence
Programming Languages
1 1,313 (48.65%) SQL
2 1,064 (39.42%) Java
3 932 (34.53%) C#
4 922 (34.16%) JavaScript
5 852 (31.57%) Python
6 399 (14.78%) Ruby
7 391 (14.49%) Scala
8 264 (9.78%) Java 8
9 140 (5.19%) PHP
10 133 (4.93%) ES6
11 126 (4.67%) Go
12 109 (4.04%) C++
13 108 (4.00%) R
14 99 (3.67%) T-SQL
15 82 (3.04%) Perl
16 81 (3.00%) PowerShell
17 75 (2.78%) Bash Shell
18 72 (2.67%) TypeScript
19 70 (2.59%) Solidity
20 67 (2.48%) Shell Script
Qualifications
1 474 (17.56%) Degree
2 148 (5.48%) Computer Science Degree
3 57 (2.11%) SAFe Agilist
4 36 (1.33%) Security Cleared
5 26 (0.96%) Master's Degree
6 25 (0.93%) AWS Certification
7 22 (0.82%) SC Cleared
8 19 (0.70%) PhD
9 10 (0.37%) Numerate Degree
10 9 (0.33%) RHCE
10 9 (0.33%) RHCSA
11 8 (0.30%) TOGAF Certification
12 6 (0.22%) CISSP
13 4 (0.15%) CSSLP
13 4 (0.15%) GWAPT
14 3 (0.11%) DV Cleared
14 3 (0.11%) PMI Certification
15 2 (0.074%) ISTQB
15 2 (0.074%) MCSA
15 2 (0.074%) Microsoft Certification
Quality Assurance & Compliance
1 75 (2.78%) QA
2 40 (1.48%) Data Quality
3 31 (1.15%) GDPR
4 12 (0.44%) PCI DSS
5 7 (0.26%) MiFID
6 5 (0.19%) COBIT
6 5 (0.19%) ISO/IEC 27001
7 4 (0.15%) SLA
8 3 (0.11%) ISO/IEC 20000
9 1 (0.037%) HL7
System Software
1 503 (18.64%) Docker
2 76 (2.82%) HDFS
3 73 (2.70%) Apache Flume
4 67 (2.48%) Virtual Machines
5 31 (1.15%) Apache ZooKeeper
6 26 (0.96%) VMware Infrastructure
7 23 (0.85%) Active Directory
8 15 (0.56%) VirtualBox
9 9 (0.33%) iptables
10 5 (0.19%) etcd
11 4 (0.15%) SkyDNS
12 3 (0.11%) GlusterFS
12 3 (0.11%) Hyper-V
12 3 (0.11%) KVM
12 3 (0.11%) Varnish
12 3 (0.11%) VMware ESXi
13 2 (0.074%) GridGain
13 2 (0.074%) Oracle RAC
13 2 (0.074%) Terminal Services
13 2 (0.074%) XenDesktop
Systems Management
1 270 (10.00%) Kubernetes
2 196 (7.26%) Ansible
3 165 (6.11%) Puppet
4 132 (4.89%) Opscode Chef
5 128 (4.74%) Terraform
6 71 (2.63%) Prometheus
7 65 (2.41%) Hadoop YARN
7 65 (2.41%) Oozie
8 63 (2.33%) Docker Swarm
9 54 (2.00%) Grafana
10 49 (1.82%) Mesos
11 48 (1.78%) Kibana
12 35 (1.30%) logstash
13 15 (0.56%) Nagios
14 14 (0.52%) HAProxy
15 12 (0.44%) Automic
15 12 (0.44%) Packer
15 12 (0.44%) WebSphere Service Registry and Repository
16 11 (0.41%) Graphite
17 10 (0.37%) rkt
Vendors
1 330 (12.23%) Microsoft
2 242 (8.97%) Oracle
3 218 (8.08%) Google
4 139 (5.15%) Cloudera
5 126 (4.67%) Hortonworks
6 102 (3.78%) Tableau
7 83 (3.08%) MapR
7 83 (3.08%) Splunk
8 71 (2.63%) IBM
9 69 (2.56%) Databricks
10 66 (2.45%) Red Hat
11 58 (2.15%) Sitecore
12 44 (1.63%) SAP
13 42 (1.56%) Informatica
13 42 (1.56%) Sybase
14 41 (1.52%) VMware
15 37 (1.37%) Atlassian
16 36 (1.33%) Apple
17 35 (1.30%) Marketo
18 32 (1.19%) Alias