Period
to 22 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 74 97 83
Rank change year-on-year +23 -14 +21
Permanent jobs citing NoSQL 393 337 389
As % of all permanent IT jobs advertised in the City of London 3.81% 3.22% 3.70%
As % of the Database & Business Intelligence category 12.67% 10.46% 11.92%
Number of salaries quoted 344 304 369
City of London median annual salary £68,000 £70,000 £65,000
Median salary % change year-on-year -2.86% +7.69% +8.33%
10th Percentile £43,750 £47,500 £42,500
90th Percentile £92,500 £91,250 £95,000
Central London median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +8.00% +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 3,103 3,223 3,263
As % of all permanent IT jobs advertised in the City of London 30.09% 30.79% 31.03%
Number of salaries quoted 2,789 2,891 3,024
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £41,250 £41,250 £36,750
90th Percentile £96,250 £88,750 £87,500
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% -

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 January 2019.

Salary histogram for NoSQL in the City of London

NoSQL
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the City of London region over the 6 months to 22 January 2019. 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
London Bridge - 5 £77,500 -
NoSQL
Central London

For the 6 months to 22 January 2019, 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.

1 205 (52.16%) Agile Software Development
2 190 (48.35%) SQL
3 154 (39.19%) Amazon AWS
4 151 (38.42%) Java
5 133 (33.84%) Python
6 125 (31.81%) TDD
7 123 (31.30%) Microservices
8 100 (25.45%) JavaScript
9 91 (23.16%) Software Engineering
10 90 (22.90%) Docker
11 85 (21.63%) DevOps
11 85 (21.63%) MongoDB
11 85 (21.63%) C#
12 83 (21.12%) Microsoft Azure
13 81 (20.61%) Spring
13 81 (20.61%) .NET
14 80 (20.36%) Computer Science
15 79 (20.10%) Finance
16 78 (19.85%) SQL Server
17 74 (18.83%) Big Data
18 66 (16.79%) Java 8
19 62 (15.78%) Apache Cassandra
20 61 (15.52%) Linux
20 61 (15.52%) Kafka
21 60 (15.27%) RESTful
22 59 (15.01%) Node.js
23 58 (14.76%) CSS
24 57 (14.50%) BDD
24 57 (14.50%) Test Automation
25 56 (14.25%) AngularJS

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 48 (12.21%) Elasticsearch
2 46 (11.70%) Apache Spark
3 24 (6.11%) Ethereum
4 18 (4.58%) Apache
5 13 (3.31%) Cloud Foundry
6 12 (3.05%) nginx
6 12 (3.05%) Tomcat
6 12 (3.05%) WebSphere
7 8 (2.04%) SharePoint
8 7 (1.78%) CMS
9 6 (1.53%) Sitecore CMS
10 5 (1.27%) Apache Airflow
10 5 (1.27%) WebLogic
11 4 (1.02%) Drupal
12 3 (0.76%) Confluence
13 2 (0.51%) IIS
13 2 (0.51%) Plone
13 2 (0.51%) Zope
14 1 (0.25%) Apache Solr
14 1 (0.25%) EPiServer
Applications
1 1 (0.25%) Microsoft Excel
Business Applications
1 6 (1.53%) Distributed Ledger
1 6 (1.53%) Dynamics CRM
Cloud Services
1 154 (39.19%) Amazon AWS
2 83 (21.12%) Microsoft Azure
3 28 (7.12%) Google Cloud Platform
4 23 (5.85%) GitHub
5 15 (3.82%) SaaS
6 14 (3.56%) Amazon S3
6 14 (3.56%) Serverless
7 12 (3.05%) PaaS
8 10 (2.54%) Amazon EC2
8 10 (2.54%) Cloud Computing
9 8 (2.04%) AWS Lambda
9 8 (2.04%) IaaS
10 7 (1.78%) Amazon ELB
11 5 (1.27%) Amazon EMR
11 5 (1.27%) Azure Data Factory
11 5 (1.27%) Data Lake Analytics
12 4 (1.02%) Amazon ElastiCache
12 4 (1.02%) Apigee
13 3 (0.76%) Amazon SQS
13 3 (0.76%) Route 53
Communications & Networking
1 15 (3.82%) HTTP
2 12 (3.05%) BIG-IP
2 12 (3.05%) VLAN
3 11 (2.80%) AMQP
4 9 (2.29%) Ethernet
4 9 (2.29%) MPLS
4 9 (2.29%) Reverse Proxy
4 9 (2.29%) TCP/IP
4 9 (2.29%) VPN
5 5 (1.27%) DNS
6 2 (0.51%) DSL
6 2 (0.51%) Internet
6 2 (0.51%) Network Security
7 1 (0.25%) SSL
Database & Business Intelligence
1 85 (21.63%) MongoDB
2 78 (19.85%) SQL Server
3 74 (18.83%) Big Data
4 62 (15.78%) Apache Cassandra
5 53 (13.49%) MySQL
6 48 (12.21%) Hadoop
7 41 (10.43%) Redis
8 37 (9.41%) Blockchain
9 36 (9.16%) PostgreSQL
10 34 (8.65%) HBase
10 34 (8.65%) Relational Database
11 19 (4.83%) Amazon DynamoDB
11 19 (4.83%) Apache Hive
12 14 (3.56%) Data Warehouse
13 13 (3.31%) MarkLogic
13 13 (3.31%) SQL Server Integration Services
13 13 (3.31%) SQL Server Reporting Services
14 11 (2.80%) CouchDB
14 11 (2.80%) RDBMS
14 11 (2.80%) Spark SQL
Development Applications
1 41 (10.43%) Jenkins
2 35 (8.91%) Git (software)
3 19 (4.83%) JUnit
4 12 (3.05%) Selenium
5 11 (2.80%) Gradle
6 9 (2.29%) Visual Studio Team System
7 8 (2.04%) Cucumber
7 8 (2.04%) Team Foundation Server
8 7 (1.78%) JIRA
8 7 (1.78%) Maven
8 7 (1.78%) TeamCity
9 6 (1.53%) GitLab
9 6 (1.53%) Octopus Deploy
10 5 (1.27%) SQL Server Management Studio (SSMS)
10 5 (1.27%) Subversion
11 4 (1.02%) Travis CI
12 3 (0.76%) RStudio
12 3 (0.76%) Spock
13 2 (0.51%) gulp
13 2 (0.51%) webpack
General
1 79 (20.10%) Finance
2 28 (7.12%) Banking
3 20 (5.09%) Investment Banking
4 16 (4.07%) Publishing
5 15 (3.82%) Financial Institution
5 15 (3.82%) Telecoms
6 13 (3.31%) Retail
7 9 (2.29%) Advertising
7 9 (2.29%) Games
8 4 (1.02%) Law
9 3 (0.76%) Legal
10 2 (0.51%) Front Office
10 2 (0.51%) Marketing
11 1 (0.25%) Automotive
11 1 (0.25%) Pharmaceutical
11 1 (0.25%) Prime Brokerage
Job Titles
1 242 (61.58%) Developer
2 84 (21.37%) Java Developer
3 62 (15.78%) Senior Developer
4 53 (13.49%) .NET Developer
5 45 (11.45%) Data Engineer
6 39 (9.92%) C# Developer
7 32 (8.14%) Architect
8 28 (7.12%) C# .NET Developer
9 27 (6.87%) Senior .NET Developer
10 26 (6.62%) Python Engineer
11 23 (5.85%) Python Developer
12 21 (5.34%) DevOps Engineer
13 19 (4.83%) JavaScript Developer
13 19 (4.83%) Technical Leader
14 18 (4.58%) Lead Developer
15 17 (4.33%) Senior C# Developer
15 17 (4.33%) Software Engineer
16 16 (4.07%) Blockchain Developer
17 15 (3.82%) Lead Architect
17 15 (3.82%) Software Developer
Libraries, Frameworks & Software Standards
1 81 (20.61%) .NET
1 81 (20.61%) Spring
2 61 (15.52%) Kafka
3 60 (15.27%) RESTful
4 59 (15.01%) Node.js
5 58 (14.76%) CSS
6 56 (14.25%) AngularJS
7 55 (13.99%) REST
8 53 (13.49%) HTML
9 50 (12.72%) Web Services
10 48 (12.21%) React
11 46 (11.70%) Spring Boot
12 26 (6.62%) .NET Core
13 25 (6.36%) ASP.NET Web API
13 25 (6.36%) RabbitMQ
14 24 (6.11%) .NET Framework
15 22 (5.60%) ASP.NET
16 20 (5.09%) Dropwizard
16 20 (5.09%) Hibernate
17 16 (4.07%) ASP.NET MVC
Miscellaneous
1 49 (12.47%) Fintech
2 41 (10.43%) Data Structures
3 34 (8.65%) Algorithms
4 33 (8.40%) Greenfield Project
5 24 (6.11%) Analytical Skills
6 14 (3.56%) Cloud Native
7 13 (3.31%) Enterprise Software
8 11 (2.80%) Linux Command Line
8 11 (2.80%) Market Risk
8 11 (2.80%) Spread Betting
9 10 (2.54%) Mobile App
10 7 (1.78%) Hedge funds
11 6 (1.53%) Anti-Piracy
11 6 (1.53%) Bitcoin
11 6 (1.53%) N-Tier
11 6 (1.53%) Replication
12 5 (1.27%) Clustering
12 5 (1.27%) Self-Motivation
13 4 (1.02%) Marketing Technology
13 4 (1.02%) Smart Home
Operating Systems
1 61 (15.52%) Linux
2 24 (6.11%) Unix
3 14 (3.56%) Windows
4 12 (3.05%) CoreOS
5 7 (1.78%) Apple iOS
6 4 (1.02%) Android
6 4 (1.02%) CentOS
6 4 (1.02%) Fedora
7 3 (0.76%) Red Hat Enterprise Linux
7 3 (0.76%) Ubuntu
8 2 (0.51%) Debian
Processes & Methodologies
1 205 (52.16%) Agile Software Development
2 125 (31.81%) TDD
3 123 (31.30%) Microservices
4 91 (23.16%) Software Engineering
5 85 (21.63%) DevOps
6 80 (20.36%) Computer Science
7 57 (14.50%) BDD
7 57 (14.50%) Test Automation
8 56 (14.25%) MVC
9 53 (13.49%) Continuous Integration
10 46 (11.70%) Analytics
11 43 (10.94%) Machine Learning
12 41 (10.43%) E-Commerce
12 41 (10.43%) Scrum
13 37 (9.41%) ETL
14 34 (8.65%) API Design
14 34 (8.65%) Continuous Delivery
15 33 (8.40%) OO
15 33 (8.40%) SDLC
16 32 (8.14%) Data Science
Programming Languages
1 190 (48.35%) SQL
2 151 (38.42%) Java
3 133 (33.84%) Python
4 100 (25.45%) JavaScript
5 85 (21.63%) C#
6 66 (16.79%) Java 8
7 48 (12.21%) Scala
8 23 (5.85%) Bash Shell
8 23 (5.85%) Ruby
9 20 (5.09%) Go
9 20 (5.09%) T-SQL
10 19 (4.83%) ES6
11 16 (4.07%) TypeScript
12 15 (3.82%) Shell Script
13 12 (3.05%) ES7
14 10 (2.54%) Kotlin
15 9 (2.29%) R
15 9 (2.29%) VB.NET
16 8 (2.04%) PHP
16 8 (2.04%) PowerShell
Qualifications
1 50 (12.72%) Degree
2 37 (9.41%) Computer Science Degree
3 8 (2.04%) AWS Certification
4 2 (0.51%) Postgraduate
5 1 (0.25%) Microsoft Certification
5 1 (0.25%) RHCE
5 1 (0.25%) RHCSA
5 1 (0.25%) Security Cleared
Quality Assurance & Compliance
1 7 (1.78%) Data Quality
1 7 (1.78%) QA
System Software
1 90 (22.90%) Docker
2 12 (3.05%) iptables
3 11 (2.80%) HDFS
4 9 (2.29%) Apache Flume
5 8 (2.04%) Virtual Machines
6 5 (1.27%) Active Directory
7 2 (0.51%) GlusterFS
7 2 (0.51%) VMware Infrastructure
8 1 (0.25%) Hyper-V
8 1 (0.25%) vSphere
Systems Management
1 39 (9.92%) Kubernetes
2 21 (5.34%) Opscode Chef
3 16 (4.07%) Prometheus
4 13 (3.31%) Oozie
5 12 (3.05%) HAProxy
5 12 (3.05%) Puppet
6 11 (2.80%) Ansible
7 8 (2.04%) Grafana
7 8 (2.04%) Terraform
8 6 (1.53%) Nagios
9 5 (1.27%) Hadoop YARN
10 4 (1.02%) Docker Swarm
10 4 (1.02%) ZABBIX
11 2 (0.51%) Check_MK
12 1 (0.25%) CA Service Virtualization
12 1 (0.25%) Consul
12 1 (0.25%) Graphite
12 1 (0.25%) NetBackup
12 1 (0.25%) Packer
12 1 (0.25%) rkt
Vendors
1 50 (12.72%) Microsoft
2 39 (9.92%) Oracle
3 21 (5.34%) Google
4 15 (3.82%) Cloudera
4 15 (3.82%) Hortonworks
5 13 (3.31%) Cognizant
6 12 (3.05%) F5
7 11 (2.80%) Tableau
8 7 (1.78%) MapR
8 7 (1.78%) Red Hat
9 6 (1.53%) Nintex
9 6 (1.53%) Sitecore
10 5 (1.27%) VMware
11 3 (0.76%) Atlassian
12 2 (0.51%) Citrix
12 2 (0.51%) SolarWinds
13 1 (0.25%) CA
13 1 (0.25%) Cypress Semiconductor
13 1 (0.25%) Symantec
13 1 (0.25%) Xamarin