Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 90 88 117
Rank change year-on-year -2 +29 +65
Permanent jobs citing NoSQL 343 402 427
As % of all permanent IT jobs advertised in the City of London 3.35% 3.44% 2.53%
As % of the Database & Business Intelligence category 10.70% 11.39% 8.55%
Number of salaries quoted 323 379 381
City of London median annual salary £65,000 £60,000 £62,500
Median salary % change year-on-year +8.33% -4.00% +8.70%
10th Percentile £42,750 £42,500 £43,750
90th Percentile £88,750 £92,500 £90,000
Central London median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +8.70%

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 3206 3528 4992
As % of all permanent IT jobs advertised in the City of London 31.31% 30.18% 29.60%
Number of salaries quoted 2927 3240 4339
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £41,250 £36,250 £36,250
90th Percentile £87,500 £86,250 £85,000
Central London median annual salary £59,500 £55,000 £57,000
% change year-on-year +8.18% -3.51% +3.64%

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 22 November 2017.

Salary histogram for NoSQL in the City of London

For the 6 months to 22 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for NoSQL.

1 209 (60.93%) Java
2 199 (58.02%) Agile Software Development
3 157 (45.77%) SQL
4 137 (39.94%) Amazon AWS
5 131 (38.19%) TDD
6 108 (31.49%) Microservices
7 100 (29.15%) MySQL
8 99 (28.86%) SQL Server
9 92 (26.82%) Big Data
10 89 (25.95%) Finance
11 88 (25.66%) Continuous Integration
12 76 (22.16%) MongoDB
13 74 (21.57%) Analytics
13 74 (21.57%) Hadoop
13 74 (21.57%) Web Services
14 70 (20.41%) Python
15 67 (19.53%) JavaScript
15 67 (19.53%) DevOps
16 66 (19.24%) Microsoft Azure
17 64 (18.66%) RESTful
18 62 (18.08%) Multithreading
19 61 (17.78%) Software Engineering
20 58 (16.91%) Docker
21 55 (16.03%) AngularJS
22 53 (15.45%) Scrum
23 52 (15.16%) Business Intelligence
24 50 (14.58%) C#
24 50 (14.58%) ETL
25 49 (14.29%) .NET
25 49 (14.29%) REST

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 35 (10.20%) Apache Spark
2 28 (8.16%) Elasticsearch
3 24 (7.00%) Apache
4 15 (4.37%) Tomcat
5 12 (3.50%) Apache Solr
6 11 (3.21%) WebLogic
7 10 (2.92%) OpenStack
8 9 (2.62%) CMS
8 9 (2.62%) JBoss
8 9 (2.62%) Jetty
8 9 (2.62%) WebSphere
8 9 (2.62%) WebSphere Application Server
9 5 (1.46%) EPiServer
9 5 (1.46%) Ethereum
9 5 (1.46%) Hyperledger
9 5 (1.46%) nginx
9 5 (1.46%) SAS
10 4 (1.17%) Apache Pig
10 4 (1.17%) IIS
10 4 (1.17%) Sitecore CMS
Applications
1 4 (1.17%) SPSS
2 1 (0.29%) HipChat
2 1 (0.29%) Microsoft Excel
Business Applications
1 6 (1.75%) Revive Adserver
2 4 (1.17%) Eloqua
3 1 (0.29%) Adobe Campaign
3 1 (0.29%) FastStats PeopleStage
3 1 (0.29%) Unica
Cloud Services
1 137 (39.94%) Amazon AWS
2 66 (19.24%) Microsoft Azure
3 26 (7.58%) Google Cloud Platform
4 23 (6.71%) SaaS
5 17 (4.96%) Cloud Computing
6 9 (2.62%) Amazon S3
7 7 (2.04%) Amazon EC2
7 7 (2.04%) AWS CloudFormation
7 7 (2.04%) GitHub
8 5 (1.46%) Amazon ELB
8 5 (1.46%) npm
8 5 (1.46%) Serverless
9 4 (1.17%) AWS Lambda
9 4 (1.17%) Rackspace Cloud
9 4 (1.17%) Slack
9 4 (1.17%) Trello
10 3 (0.87%) Amazon CloudWatch
10 3 (0.87%) CloudFront
10 3 (0.87%) IaaS
11 2 (0.58%) Amazon EMR
Communications & Networking
1 6 (1.75%) Firewall
2 4 (1.17%) HTTP
2 4 (1.17%) Internet
2 4 (1.17%) LDAP
3 2 (0.58%) SMS
4 1 (0.29%) Asterisk PBX
4 1 (0.29%) DNS
4 1 (0.29%) Reverse Proxy
4 1 (0.29%) RTP
4 1 (0.29%) Skype
4 1 (0.29%) TCP/IP
4 1 (0.29%) VPN
Database & Business Intelligence
1 100 (29.15%) MySQL
2 99 (28.86%) SQL Server
3 92 (26.82%) Big Data
4 76 (22.16%) MongoDB
5 74 (21.57%) Hadoop
6 48 (13.99%) Apache Cassandra
7 33 (9.62%) HBase
8 29 (8.45%) PostgreSQL
9 28 (8.16%) Redis
10 25 (7.29%) SQL Server Analysis Services
10 25 (7.29%) SQL Server Integration Services
11 23 (6.71%) Data Warehouse
12 18 (5.25%) Couchbase
13 15 (4.37%) Relational Database
13 15 (4.37%) SQL Server Reporting Services
14 14 (4.08%) Amazon DynamoDB
15 9 (2.62%) Riak
15 9 (2.62%) SQL Server 2008
15 9 (2.62%) SQL Server 2014
16 8 (2.33%) BigQuery
Development Applications
1 46 (13.41%) Git (software)
2 20 (5.83%) Jenkins
3 19 (5.54%) Subversion
4 15 (4.37%) RStudio
4 15 (4.37%) SQL Server Management Studio (SSMS)
5 13 (3.79%) Visual Studio
6 11 (3.21%) Talend Open Studio
7 10 (2.92%) TeamCity
8 8 (2.33%) JUnit
8 8 (2.33%) Mocha
9 7 (2.04%) gulp
9 7 (2.04%) webpack
10 6 (1.75%) Babel
10 6 (1.75%) RSpec
10 6 (1.75%) Selenium
10 6 (1.75%) Team Foundation Server
11 5 (1.46%) JIRA
11 5 (1.46%) Karma Test Runner
11 5 (1.46%) Maven
11 5 (1.46%) Octopus Deploy
General
1 89 (25.95%) Finance
2 39 (11.37%) Banking
3 29 (8.45%) Games
4 23 (6.71%) Marketing
5 19 (5.54%) Front Office
6 15 (4.37%) Legal
6 15 (4.37%) Publishing
7 10 (2.92%) Retail
8 9 (2.62%) Investment Banking
9 8 (2.33%) Advertising
9 8 (2.33%) Telecoms
10 6 (1.75%) Electronics
10 6 (1.75%) Law
10 6 (1.75%) Manufacturing
11 5 (1.46%) Financial Institution
12 2 (0.58%) Billing
13 1 (0.29%) Back Office
13 1 (0.29%) Mandarin Language
Job Titles
1 234 (68.22%) Developer
2 145 (42.27%) Java Developer
3 46 (13.41%) Senior Developer
4 27 (7.87%) Games Developer
4 27 (7.87%) Java Games Developer
5 26 (7.58%) Lead Developer
6 23 (6.71%) Architect
7 21 (6.12%) Senior Java Developer
8 19 (5.54%) AWS Developer
9 18 (5.25%) SQL Developer
10 17 (4.96%) Java Engineer
11 16 (4.66%) Agile Developer
11 16 (4.66%) Data Manager
11 16 (4.66%) Java Programmer
11 16 (4.66%) Programmer
12 15 (4.37%) Data Engineer
12 15 (4.37%) ETL Developer
13 14 (4.08%) Lead Java Developer
13 14 (4.08%) NoSQL Developer
14 13 (3.79%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 74 (21.57%) Web Services
2 64 (18.66%) RESTful
3 55 (16.03%) AngularJS
4 49 (14.29%) .NET
4 49 (14.29%) REST
5 43 (12.54%) Spring
6 39 (11.37%) HTML
7 31 (9.04%) Node.js
8 30 (8.75%) CSS
8 30 (8.75%) React
9 28 (8.16%) Dropwizard
10 21 (6.12%) Apache Camel
10 21 (6.12%) HTML5
11 20 (5.83%) Twitter Bootstrap
12 19 (5.54%) JMS
12 19 (5.54%) Kafka
13 18 (5.25%) Lucene
13 18 (5.25%) XML
14 14 (4.08%) Ruby on Rails
15 13 (3.79%) ASP.NET Web API
Miscellaneous
1 30 (8.75%) Fintech
2 18 (5.25%) Computer Science
3 17 (4.96%) User Experience
4 15 (4.37%) Greenfield Project
4 15 (4.37%) Social Network
5 11 (3.21%) Enterprise Software
6 9 (2.62%) Algorithms
7 8 (2.33%) Analytical Skills
7 8 (2.33%) Semantic Web
8 6 (1.75%) Cloud Native
8 6 (1.75%) Data Centre
8 6 (1.75%) Data Structures
8 6 (1.75%) Media Streaming
8 6 (1.75%) Mobile App
9 5 (1.46%) Bitcoin
9 5 (1.46%) Linux Command Line
9 5 (1.46%) Public Cloud
10 4 (1.17%) Replication
11 3 (0.87%) Credit Risk
11 3 (0.87%) Hedge funds
Operating Systems
1 41 (11.95%) Linux
2 13 (3.79%) Windows
3 7 (2.04%) CentOS
4 6 (1.75%) Android
4 6 (1.75%) Apple iOS
5 5 (1.46%) Mac OS X
6 2 (0.58%) Red Hat Enterprise Linux
6 2 (0.58%) Ubuntu
7 1 (0.29%) Unix
Processes & Methodologies
1 199 (58.02%) Agile Software Development
2 131 (38.19%) TDD
3 108 (31.49%) Microservices
4 88 (25.66%) Continuous Integration
5 74 (21.57%) Analytics
6 67 (19.53%) DevOps
7 62 (18.08%) Multithreading
8 61 (17.78%) Software Engineering
9 53 (15.45%) Scrum
10 52 (15.16%) Business Intelligence
11 50 (14.58%) ETL
12 46 (13.41%) OO
13 36 (10.50%) Machine Learning
14 31 (9.04%) Concurrent Programming
15 27 (7.87%) Continuous Delivery
16 26 (7.58%) Low Latency
17 23 (6.71%) Mentoring
18 22 (6.41%) MapReduce
18 22 (6.41%) MVC
19 21 (6.12%) SOA
Programming Languages
1 209 (60.93%) Java
2 157 (45.77%) SQL
3 70 (20.41%) Python
4 67 (19.53%) JavaScript
5 50 (14.58%) C#
6 33 (9.62%) PHP
7 28 (8.16%) T-SQL
8 24 (7.00%) Scala
9 23 (6.71%) Ruby
10 21 (6.12%) Bash Shell
11 17 (4.96%) Go
12 15 (4.37%) C++
12 15 (4.37%) Kotlin
13 13 (3.79%) Perl
14 12 (3.50%) R
15 9 (2.62%) VB.NET
16 7 (2.04%) C
16 7 (2.04%) TypeScript
17 6 (1.75%) Clojure
17 6 (1.75%) Groovy
Qualifications
1 32 (9.33%) Degree
2 11 (3.21%) Computer Science Degree
3 5 (1.46%) PhD
4 3 (0.87%) DV Cleared
4 3 (0.87%) Microsoft Certification
4 3 (0.87%) Numerate Degree
4 3 (0.87%) Security Cleared
5 2 (0.58%) CISM
6 1 (0.29%) CISSP
6 1 (0.29%) Master's Degree
Quality Assurance & Compliance
1 8 (2.33%) Data Quality
2 7 (2.04%) QA
3 4 (1.17%) GCP
3 4 (1.17%) GDPR
4 2 (0.58%) COBIT
5 1 (0.29%) SLA
System Software
1 58 (16.91%) Docker
2 15 (4.37%) HDFS
3 11 (3.21%) Apache Flume
4 8 (2.33%) Active Directory
5 4 (1.17%) Varnish
6 1 (0.29%) Apache ZooKeeper
6 1 (0.29%) Cygwin
6 1 (0.29%) iptables
6 1 (0.29%) Kamailio
Systems Management
1 34 (9.91%) Ansible
2 24 (7.00%) Puppet
3 15 (4.37%) Opscode Chef
4 10 (2.92%) Kubernetes
4 10 (2.92%) logstash
5 9 (2.62%) Kibana
5 9 (2.62%) Mesos
5 9 (2.62%) Salt
6 6 (1.75%) Hadoop YARN
6 6 (1.75%) Terraform
7 5 (1.46%) HAProxy
8 4 (1.17%) Grafana
9 3 (0.87%) Marathon
9 3 (0.87%) Packer
10 2 (0.58%) Docker Swarm
10 2 (0.58%) Red Hat Satellite
10 2 (0.58%) Red Hat Spacewalk
11 1 (0.29%) Consul
11 1 (0.29%) Icinga
11 1 (0.29%) Prometheus
Vendors
1 48 (13.99%) Oracle
2 41 (11.95%) Microsoft
3 23 (6.71%) Google
4 11 (3.21%) Talend
5 9 (2.62%) SAP
6 7 (2.04%) Red Hat
7 6 (1.75%) Autodesk
7 6 (1.75%) DoubleClick
7 6 (1.75%) Xamarin
8 5 (1.46%) IBM
8 5 (1.46%) Rackspace
8 5 (1.46%) Sitecore
9 4 (1.17%) Adobe
9 4 (1.17%) Apple
9 4 (1.17%) Marketo
10 3 (0.87%) Cloudera
10 3 (0.87%) DevExpress
10 3 (0.87%) Sybase
10 3 (0.87%) Tableau
10 3 (0.87%) Twitter