Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 February 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 97 81 100
Rank change year-on-year -16 +19 +59
Permanent jobs citing NoSQL 331 376 418
As % of all permanent IT jobs advertised in the City of London 3.10% 3.63% 2.99%
As % of the Database & Business Intelligence category 10.12% 11.52% 9.73%
Number of salaries quoted 297 355 384
City of London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% -
10th Percentile £47,500 £43,750 £41,250
90th Percentile £88,500 £98,500 £98,375
Central London median annual salary £69,500 £62,500 £60,000
% change year-on-year +11.20% +4.17% -

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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3,272 3,263 4,295
As % of all permanent IT jobs advertised in the City of London 30.68% 31.48% 30.72%
Number of salaries quoted 2,936 3,023 3,802
City of London median annual salary £60,125 £57,500 £57,500
Median salary % change year-on-year +4.57% - +4.55%
10th Percentile £41,250 £36,550 £37,000
90th Percentile £90,000 £87,500 £85,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

NoSQL
Job Vacancy Trend in the City of London

Job postings citing NoSQL as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for NoSQL in the City of London

NoSQL
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in the City of London.

Salary trend for NoSQL in the City of London

NoSQL
Salary Histogram in the City of London

The salary distribution of IT jobs citing NoSQL in the City of London over the 6 months to 19 February 2018.

Salary histogram for NoSQL in the City of London

For the 6 months to 19 February 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 City of London region with a requirement for NoSQL.

1 178 (53.78%) Java
2 175 (52.87%) Agile Software Development
3 159 (48.04%) SQL
4 134 (40.48%) TDD
5 103 (31.12%) Amazon AWS
6 95 (28.70%) Big Data
7 90 (27.19%) Microservices
8 89 (26.89%) MySQL
9 88 (26.59%) Finance
10 81 (24.47%) Continuous Integration
11 79 (23.87%) MongoDB
12 75 (22.66%) SQL Server
13 73 (22.05%) Software Engineering
13 73 (22.05%) Git (software)
14 70 (21.15%) JavaScript
15 69 (20.85%) Microsoft Azure
16 68 (20.54%) Docker
17 65 (19.64%) RESTful
17 65 (19.64%) C#
18 64 (19.34%) Hadoop
19 61 (18.43%) DevOps
19 61 (18.43%) Analytics
20 59 (17.82%) Scrum
21 57 (17.22%) Web Services
21 57 (17.22%) Node.js
22 53 (16.01%) Linux
23 52 (15.71%) .NET
24 50 (15.11%) AngularJS
25 49 (14.80%) REST
26 48 (14.50%) HTML

NoSQL
Co-occurring IT Skills in the City of 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 41 (12.39%) Apache Spark
2 39 (11.78%) Elasticsearch
3 22 (6.65%) Apache
4 15 (4.53%) Ethereum
5 6 (1.81%) Hyperledger
6 5 (1.51%) Tomcat
7 4 (1.21%) Apache Solr
7 4 (1.21%) CMS
8 3 (0.91%) Apache Airflow
8 3 (0.91%) Apache Pig
8 3 (0.91%) nginx
8 3 (0.91%) Oracle Coherence
8 3 (0.91%) SAS
9 2 (0.60%) NServiceBus
9 2 (0.60%) OpenStack
9 2 (0.60%) WebLogic
9 2 (0.60%) WebSphere
9 2 (0.60%) WordPress
10 1 (0.30%) EPiServer
10 1 (0.30%) Jetty
Applications
1 2 (0.60%) SPSS
2 1 (0.30%) HipChat
Business Applications
1 23 (6.95%) Distributed Ledger
2 1 (0.30%) Dynamics CRM
2 1 (0.30%) NetSuite
Cloud Services
1 103 (31.12%) Amazon AWS
2 69 (20.85%) Microsoft Azure
3 29 (8.76%) GitHub
4 24 (7.25%) Cloud Computing
5 22 (6.65%) Amazon S3
6 21 (6.34%) Amazon EC2
7 18 (5.44%) SaaS
8 13 (3.93%) Slack
8 13 (3.93%) Trello
9 10 (3.02%) AWS Lambda
9 10 (3.02%) Azure Data Factory
9 10 (3.02%) PaaS
9 10 (3.02%) Serverless
10 9 (2.72%) AWS CloudFormation
11 7 (2.11%) Amazon CloudWatch
12 5 (1.51%) IaaS
13 4 (1.21%) Google Cloud Platform
14 3 (0.91%) npm
14 3 (0.91%) OpenShift
15 2 (0.60%) Amazon EMR
Communications & Networking
1 8 (2.42%) HTTP
2 3 (0.91%) Firewall
2 3 (0.91%) Internet
2 3 (0.91%) TCP/IP
3 2 (0.60%) DNS
3 2 (0.60%) SMTP
3 2 (0.60%) VPN
4 1 (0.30%) Asterisk PBX
4 1 (0.30%) Reverse Proxy
4 1 (0.30%) RTP
4 1 (0.30%) Skype
4 1 (0.30%) SMS
Database & Business Intelligence
1 95 (28.70%) Big Data
2 89 (26.89%) MySQL
3 79 (23.87%) MongoDB
4 75 (22.66%) SQL Server
5 64 (19.34%) Hadoop
6 42 (12.69%) HBase
7 34 (10.27%) Redis
8 33 (9.97%) Blockchain
9 31 (9.37%) Apache Cassandra
9 31 (9.37%) PostgreSQL
10 21 (6.34%) SQL Server Integration Services
11 18 (5.44%) SQL Server Reporting Services
12 17 (5.14%) SQL Server Analysis Services
13 15 (4.53%) Relational Database
14 14 (4.23%) Couchbase
14 14 (4.23%) Data Warehouse
15 13 (3.93%) SQL Server 2008
16 8 (2.42%) Amazon DynamoDB
16 8 (2.42%) Power BI
17 7 (2.11%) Data Mining
Development Applications
1 73 (22.05%) Git (software)
2 25 (7.55%) Jenkins
3 13 (3.93%) webpack
4 12 (3.63%) TeamCity
5 11 (3.32%) JIRA
6 10 (3.02%) Subversion
7 8 (2.42%) Visual Studio
7 8 (2.42%) Visual Studio Team System
8 7 (2.11%) git-flow
8 7 (2.11%) Mocha
8 7 (2.11%) RStudio
8 7 (2.11%) SQL Server Management Studio (SSMS)
9 6 (1.81%) Babel
10 5 (1.51%) Maven
10 5 (1.51%) RSpec
11 3 (0.91%) Grunt
11 3 (0.91%) JMeter
11 3 (0.91%) JUnit
11 3 (0.91%) Octopus Deploy
11 3 (0.91%) VisualVM
General
1 88 (26.59%) Finance
2 46 (13.90%) Banking
3 22 (6.65%) Games
4 18 (5.44%) Telecoms
5 14 (4.23%) Legal
6 11 (3.32%) Front Office
7 10 (3.02%) Publishing
8 8 (2.42%) Investment Banking
9 6 (1.81%) Advertising
10 5 (1.51%) Retail
11 4 (1.21%) Law
12 3 (0.91%) Financial Institution
12 3 (0.91%) Marketing
13 2 (0.60%) Pharmaceutical
14 1 (0.30%) Mandarin Language
14 1 (0.30%) Music Industry
Job Titles
1 237 (71.60%) Developer
2 114 (34.44%) Java Developer
3 60 (18.13%) Senior Developer
4 28 (8.46%) Lead Developer
5 27 (8.16%) Lead Java Developer
6 24 (7.25%) Blockchain Developer
7 23 (6.95%) C# Developer
8 22 (6.65%) Games Developer
8 22 (6.65%) Java Games Developer
8 22 (6.65%) Software Engineer
9 20 (6.04%) Agile Developer
9 20 (6.04%) Data Engineer
10 18 (5.44%) AWS Developer
11 17 (5.14%) .NET Developer
11 17 (5.14%) C# .NET Developer
12 16 (4.83%) Agile Java Developer
12 16 (4.83%) Architect
12 16 (4.83%) Big Data Engineer
12 16 (4.83%) Full Stack Developer
13 15 (4.53%) Software Developer
Libraries, Frameworks & Software Standards
1 65 (19.64%) RESTful
2 57 (17.22%) Node.js
2 57 (17.22%) Web Services
3 52 (15.71%) .NET
4 50 (15.11%) AngularJS
5 49 (14.80%) REST
6 48 (14.50%) HTML
7 45 (13.60%) CSS
8 41 (12.39%) Spring
9 32 (9.67%) React
10 29 (8.76%) Kafka
11 23 (6.95%) Dropwizard
12 22 (6.65%) HTML5
12 22 (6.65%) Smart Contracts
13 20 (6.04%) Redux
14 19 (5.74%) Apache Camel
14 19 (5.74%) jQuery
14 19 (5.74%) React Native
15 18 (5.44%) JMS
16 16 (4.83%) Ember.js
Miscellaneous
1 28 (8.46%) Fintech
2 23 (6.95%) Greenfield Project
3 19 (5.74%) Computer Science
4 18 (5.44%) Algorithms
5 15 (4.53%) Bitcoin
6 11 (3.32%) Analytical Skills
7 9 (2.72%) Linux Command Line
8 6 (1.81%) Data Structures
8 6 (1.81%) Public Cloud
8 6 (1.81%) Replication
8 6 (1.81%) Social Network
9 5 (1.51%) Clustering
9 5 (1.51%) Credit Risk
9 5 (1.51%) Mobile App
10 4 (1.21%) User Experience
11 3 (0.91%) Enterprise Software
11 3 (0.91%) Hedge funds
11 3 (0.91%) Video Conferencing
12 2 (0.60%) Data Centre
12 2 (0.60%) Market Risk
Operating Systems
1 53 (16.01%) Linux
2 11 (3.32%) Windows
3 7 (2.11%) VMS
4 5 (1.51%) Unix
5 2 (0.60%) CentOS
5 2 (0.60%) Mac OS X
5 2 (0.60%) Red Hat Enterprise Linux
6 1 (0.30%) Android
6 1 (0.30%) Apple iOS
6 1 (0.30%) Ubuntu
6 1 (0.30%) Windows Server 2008
6 1 (0.30%) Windows Server 2012
Processes & Methodologies
1 175 (52.87%) Agile Software Development
2 134 (40.48%) TDD
3 90 (27.19%) Microservices
4 81 (24.47%) Continuous Integration
5 73 (22.05%) Software Engineering
6 61 (18.43%) Analytics
6 61 (18.43%) DevOps
7 59 (17.82%) Scrum
8 46 (13.90%) OO
9 42 (12.69%) ETL
10 41 (12.39%) Multithreading
11 38 (11.48%) Test Automation
12 33 (9.97%) Front End Development
13 32 (9.67%) BDD
13 32 (9.67%) Machine Learning
14 30 (9.06%) Open Source
15 29 (8.76%) Business Intelligence
16 28 (8.46%) MVC
17 26 (7.85%) Low Latency
18 24 (7.25%) Unit Testing
Programming Languages
1 178 (53.78%) Java
2 159 (48.04%) SQL
3 70 (21.15%) JavaScript
4 65 (19.64%) C#
5 47 (14.20%) Python
6 28 (8.46%) Scala
7 17 (5.14%) Bash Shell
7 17 (5.14%) T-SQL
8 15 (4.53%) Solidity
9 11 (3.32%) C++
9 11 (3.32%) ES6
9 11 (3.32%) PHP
9 11 (3.32%) R
9 11 (3.32%) Ruby
10 6 (1.81%) Kotlin
10 6 (1.81%) PL/SQL
10 6 (1.81%) XQuery
11 5 (1.51%) ES7
11 5 (1.51%) Groovy
11 5 (1.51%) PowerShell
Qualifications
1 23 (6.95%) Degree
2 17 (5.14%) Computer Science Degree
3 6 (1.81%) Microsoft Certification
4 2 (0.60%) DV Cleared
4 2 (0.60%) Master's Degree
4 2 (0.60%) MBA
4 2 (0.60%) PhD
4 2 (0.60%) Security Cleared
Quality Assurance & Compliance
1 10 (3.02%) GDPR
2 4 (1.21%) Data Quality
3 3 (0.91%) QA
4 1 (0.30%) GCP
System Software
1 68 (20.54%) Docker
2 13 (3.93%) Virtual Machines
3 10 (3.02%) Apache Flume
4 9 (2.72%) HDFS
5 4 (1.21%) Active Directory
6 1 (0.30%) Apache ZooKeeper
6 1 (0.30%) Kamailio
Systems Management
1 29 (8.76%) Kubernetes
2 23 (6.95%) Ansible
3 13 (3.93%) Terraform
4 11 (3.32%) Docker Swarm
4 11 (3.32%) Opscode Chef
5 10 (3.02%) Mesos
6 9 (2.72%) Hadoop YARN
6 9 (2.72%) Puppet
7 3 (0.91%) Consul
7 3 (0.91%) Oozie
7 3 (0.91%) Salt
8 2 (0.60%) Grafana
8 2 (0.60%) logstash
8 2 (0.60%) Packer
8 2 (0.60%) Red Hat Satellite
8 2 (0.60%) Red Hat Spacewalk
9 1 (0.30%) HAProxy
9 1 (0.30%) Kibana
9 1 (0.30%) Perfmon
9 1 (0.30%) Riemann
Vendors
1 42 (12.69%) Oracle
2 37 (11.18%) Microsoft
3 12 (3.63%) Google
4 9 (2.72%) Cloudera
4 9 (2.72%) Hortonworks
5 8 (2.42%) New Relic
6 7 (2.11%) MapR
7 6 (1.81%) LexisNexis
7 6 (1.81%) SAP
7 6 (1.81%) Splunk
8 5 (1.51%) DevExpress
8 5 (1.51%) Sybase
8 5 (1.51%) Tableau
9 3 (0.91%) Autodesk
10 2 (0.60%) Atlassian
10 2 (0.60%) IBM
10 2 (0.60%) MuleSoft
10 2 (0.60%) Red Hat
10 2 (0.60%) SaltStack
10 2 (0.60%) VMware