Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 93 73 104
Rank change year-on-year -20 +31 +33
Permanent jobs citing NoSQL 378 391 398
As % of all permanent IT jobs advertised in the City of London 3.39% 3.81% 2.94%
As % of the Database & Business Intelligence category 10.70% 12.02% 10.42%
Number of salaries quoted 339 345 345
City of London median annual salary £71,500 £62,500 £60,000
Median salary % change year-on-year +14.40% +4.17% -4.00%
10th Percentile £52,250 £42,500 £40,000
90th Percentile £90,250 £86,250 £86,250
Central London median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% -4.00%

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 3,534 3,252 3,819
As % of all permanent IT jobs advertised in the City of London 31.67% 31.71% 28.20%
Number of salaries quoted 3,205 2,920 3,432
City of London median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% -
10th Percentile £40,000 £37,500 £36,250
90th Percentile £92,500 £87,500 £82,500
Central London median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -

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 20 July 2018.

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 20 July 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
London Bridge - 1 £40,000 -
NoSQL
Central London

For the 6 months to 20 July 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.

1 233 (61.64%) SQL
2 166 (43.92%) Java
3 164 (43.39%) Agile Software Development
4 148 (39.15%) Amazon AWS
5 141 (37.30%) JavaScript
6 128 (33.86%) Finance
7 112 (29.63%) Microsoft Azure
8 106 (28.04%) Python
9 97 (25.66%) TDD
9 97 (25.66%) Git (software)
10 92 (24.34%) Big Data
11 88 (23.28%) Microservices
12 83 (21.96%) Banking
13 81 (21.43%) Apache Spark
14 80 (21.16%) HTML
15 79 (20.90%) CSS
15 79 (20.90%) .NET
15 79 (20.90%) Node.js
16 76 (20.11%) Analytics
16 76 (20.11%) MySQL
16 76 (20.11%) C#
17 75 (19.84%) Linux
18 69 (18.25%) Test Automation
19 68 (17.99%) Hadoop
20 67 (17.72%) REST
21 65 (17.20%) Docker
22 62 (16.40%) AngularJS
23 60 (15.87%) BDD
23 60 (15.87%) Software Engineering
24 59 (15.61%) SQL Server

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 81 (21.43%) Apache Spark
2 28 (7.41%) Ethereum
3 26 (6.88%) Elasticsearch
4 23 (6.08%) Apache
5 10 (2.65%) SharePoint
6 9 (2.38%) Drupal
7 7 (1.85%) CMS
7 7 (1.85%) nginx
8 4 (1.06%) Mule
8 4 (1.06%) Sitecore CMS
8 4 (1.06%) WebLogic
9 3 (0.79%) Apache Airflow
9 3 (0.79%) Apache Solr
10 2 (0.53%) GemFire
10 2 (0.53%) IIS
10 2 (0.53%) SAS
10 2 (0.53%) Tomcat
11 1 (0.26%) ColdFusion
11 1 (0.26%) JBoss
11 1 (0.26%) WebSphere
Applications
1 1 (0.26%) Microsoft Excel
Business Applications
1 27 (7.14%) Distributed Ledger
2 10 (2.65%) Dynamics CRM
3 4 (1.06%) Oracle Procure-to-Pay
4 1 (0.26%) Shopify
Cloud Services
1 148 (39.15%) Amazon AWS
2 112 (29.63%) Microsoft Azure
3 37 (9.79%) GitHub
4 29 (7.67%) Cloud Computing
5 18 (4.76%) Amazon S3
5 18 (4.76%) Serverless
6 17 (4.50%) AWS Lambda
6 17 (4.50%) Google Cloud Platform
7 15 (3.97%) Amazon EC2
8 14 (3.70%) Amazon EMR
9 12 (3.17%) Amazon Kinesis
9 12 (3.17%) Amazon SQS
10 10 (2.65%) AWS Elastic Beanstalk
10 10 (2.65%) PaaS
11 9 (2.38%) CloudFront
12 7 (1.85%) Amazon CloudWatch
13 6 (1.59%) AWS CloudFormation
13 6 (1.59%) Azure Data Factory
13 6 (1.59%) Datadog
13 6 (1.59%) SaaS
Communications & Networking
1 13 (3.44%) HTTP
1 13 (3.44%) Internet
2 5 (1.32%) DNS
3 4 (1.06%) Firewall
3 4 (1.06%) FTP
3 4 (1.06%) SMTP
3 4 (1.06%) TCP/IP
3 4 (1.06%) VPN
Database & Business Intelligence
1 92 (24.34%) Big Data
2 76 (20.11%) MySQL
3 68 (17.99%) Hadoop
4 59 (15.61%) SQL Server
5 57 (15.08%) MongoDB
6 56 (14.81%) Redis
6 56 (14.81%) Relational Database
7 47 (12.43%) Blockchain
8 41 (10.85%) Data Warehouse
9 39 (10.32%) PostgreSQL
10 38 (10.05%) Data Lake
11 36 (9.52%) Apache Cassandra
12 34 (8.99%) SQL Server Reporting Services
13 30 (7.94%) HBase
13 30 (7.94%) SQL Server Integration Services
14 28 (7.41%) Apache Hive
15 25 (6.61%) Cosmos DB
16 23 (6.08%) Amazon DynamoDB
17 13 (3.44%) Amazon RDS
18 12 (3.17%) Neo4j
Development Applications
1 97 (25.66%) Git (software)
2 39 (10.32%) Jenkins
3 17 (4.50%) SQL Server Management Studio (SSMS)
4 15 (3.97%) Gradle
4 15 (3.97%) JIRA
4 15 (3.97%) JUnit
4 15 (3.97%) Visual Studio Team System
5 12 (3.17%) Selenium
5 12 (3.17%) Visual Studio
6 10 (2.65%) Maven
7 9 (2.38%) Jasmine
7 9 (2.38%) Karma Test Runner
7 9 (2.38%) PHPUnit
7 9 (2.38%) Protractor
7 9 (2.38%) Subversion
8 8 (2.12%) Team Foundation Server
9 7 (1.85%) JMeter
9 7 (1.85%) webpack
10 6 (1.59%) RStudio
10 6 (1.59%) VisualVM
General
1 128 (33.86%) Finance
2 83 (21.96%) Banking
3 28 (7.41%) Telecoms
4 23 (6.08%) Publishing
5 13 (3.44%) Back Office
6 9 (2.38%) Retail
7 8 (2.12%) Games
7 8 (2.12%) Investment Banking
8 7 (1.85%) Pharmaceutical
9 5 (1.32%) Advertising
9 5 (1.32%) Front Office
10 3 (0.79%) Financial Institution
10 3 (0.79%) Legal
11 2 (0.53%) Law
11 2 (0.53%) Marketing
Job Titles
1 261 (69.05%) Developer
2 88 (23.28%) Java Developer
3 59 (15.61%) Senior Developer
4 40 (10.58%) Blockchain Developer
5 36 (9.52%) Backend Developer
6 35 (9.26%) Data Engineer
6 35 (9.26%) JavaScript Developer
7 31 (8.20%) Node.js Developer
8 28 (7.41%) Architect
8 28 (7.41%) C# Developer
9 26 (6.88%) Big Data Developer
10 25 (6.61%) .NET Developer
11 24 (6.35%) SQL Developer
12 22 (5.82%) Big Data Engineer
12 22 (5.82%) Data Scientist
13 18 (4.76%) Software Engineer
14 17 (4.50%) Scala Developer
14 17 (4.50%) Senior JavaScript Developer
15 16 (4.23%) Data Architect
15 16 (4.23%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 80 (21.16%) HTML
2 79 (20.90%) .NET
2 79 (20.90%) CSS
2 79 (20.90%) Node.js
3 67 (17.72%) REST
4 62 (16.40%) AngularJS
5 56 (14.81%) RESTful
6 50 (13.23%) Spring
7 47 (12.43%) Web Services
8 44 (11.64%) Kafka
9 42 (11.11%) React
10 38 (10.05%) HTML5
11 31 (8.20%) Smart Contracts
12 26 (6.88%) JSON
13 24 (6.35%) CSS3
13 24 (6.35%) jQuery
14 23 (6.08%) Truffle
14 23 (6.08%) web3js
15 22 (5.82%) ASP.NET Web API
16 20 (5.29%) Spring Boot
Miscellaneous
1 37 (9.79%) Analytical Skills
2 32 (8.47%) Computer Science
3 28 (7.41%) Data Structures
4 26 (6.88%) Algorithms
5 25 (6.61%) Bitcoin
6 23 (6.08%) Fintech
7 22 (5.82%) User Experience
8 19 (5.03%) Greenfield Project
9 12 (3.17%) Linux Command Line
10 10 (2.65%) N-Tier
11 9 (2.38%) Public Cloud
12 7 (1.85%) Enterprise Software
13 6 (1.59%) Hedge funds
13 6 (1.59%) Mobile App
13 6 (1.59%) Video Conferencing
14 5 (1.32%) Tandem
15 4 (1.06%) Blog
16 3 (0.79%) Self-Motivation
17 2 (0.53%) Cloud Native
17 2 (0.53%) Data Centre
Operating Systems
1 75 (19.84%) Linux
2 20 (5.29%) Unix
3 7 (1.85%) Windows
4 3 (0.79%) Ubuntu
5 2 (0.53%) Red Hat Enterprise Linux
5 2 (0.53%) VMS
6 1 (0.26%) Android
6 1 (0.26%) Apple iOS
6 1 (0.26%) CentOS
6 1 (0.26%) Windows Server
6 1 (0.26%) Windows Server 2008
6 1 (0.26%) Windows Server 2012
Processes & Methodologies
1 164 (43.39%) Agile Software Development
2 97 (25.66%) TDD
3 88 (23.28%) Microservices
4 76 (20.11%) Analytics
5 69 (18.25%) Test Automation
6 60 (15.87%) BDD
6 60 (15.87%) Software Engineering
7 56 (14.81%) ETL
7 56 (14.81%) OO
8 50 (13.23%) Front End Development
8 50 (13.23%) MVC
9 49 (12.96%) Continuous Integration
9 49 (12.96%) Open Source
10 47 (12.43%) Data Science
10 47 (12.43%) Machine Learning
10 47 (12.43%) Scrum
11 41 (10.85%) DevOps
12 40 (10.58%) Unit Testing
13 37 (9.79%) Data Security
14 36 (9.52%) Problem-Solving
Programming Languages
1 233 (61.64%) SQL
2 166 (43.92%) Java
3 141 (37.30%) JavaScript
4 106 (28.04%) Python
5 76 (20.11%) C#
6 51 (13.49%) Scala
7 45 (11.90%) Java 8
8 32 (8.47%) ES6
9 29 (7.67%) TypeScript
10 25 (6.61%) PHP
10 25 (6.61%) Solidity
11 23 (6.08%) T-SQL
12 21 (5.56%) R
13 17 (4.50%) Go
14 15 (3.97%) Ruby
15 9 (2.38%) PowerShell
16 6 (1.59%) Bash Shell
17 5 (1.32%) C++
17 5 (1.32%) Groovy
18 3 (0.79%) PL/SQL
Qualifications
1 57 (15.08%) Degree
2 11 (2.91%) Computer Science Degree
3 7 (1.85%) Security Cleared
4 6 (1.59%) SC Cleared
5 3 (0.79%) Master's Degree
5 3 (0.79%) MBA
6 1 (0.26%) PhD
Quality Assurance & Compliance
1 9 (2.38%) QA
2 6 (1.59%) GCP
3 5 (1.32%) GDPR
4 3 (0.79%) Data Quality
4 3 (0.79%) MiFID
System Software
1 65 (17.20%) Docker
2 32 (8.47%) Virtual Machines
3 8 (2.12%) HDFS
4 4 (1.06%) LXC
5 2 (0.53%) Apache Flume
5 2 (0.53%) VMware Infrastructure
6 1 (0.26%) Active Directory
6 1 (0.26%) GridGain
Systems Management
1 40 (10.58%) Kubernetes
2 21 (5.56%) Ansible
3 16 (4.23%) Terraform
4 15 (3.97%) Opscode Chef
5 14 (3.70%) Puppet
6 8 (2.12%) Hadoop YARN
6 8 (2.12%) Mesos
6 8 (2.12%) Prometheus
7 5 (1.32%) Nagios
7 5 (1.32%) ZABBIX
8 4 (1.06%) Consul
8 4 (1.06%) Docker Swarm
8 4 (1.06%) Salt
9 3 (0.79%) logstash
10 2 (0.53%) Oozie
11 1 (0.26%) Grafana
11 1 (0.26%) Kibana
11 1 (0.26%) rkt
Vendors
1 28 (7.41%) Microsoft
2 22 (5.82%) Google
3 18 (4.76%) Oracle
4 13 (3.44%) Atlassian
5 10 (2.65%) Hortonworks
6 9 (2.38%) Cloudera
6 9 (2.38%) New Relic
6 9 (2.38%) Nintex
7 8 (2.12%) MapR
8 7 (1.85%) Tableau
9 6 (1.59%) VMware
10 5 (1.32%) SAP
10 5 (1.32%) Splunk
11 4 (1.06%) Apigee
11 4 (1.06%) Ariba
11 4 (1.06%) SaltStack
11 4 (1.06%) SEEBURGER
11 4 (1.06%) Sitecore
11 4 (1.06%) TIBCO
12 3 (0.79%) LexisNexis