Period
to 22 August 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 August 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
22 Aug 2019
Same period 2018 Same period 2017
Rank 77 87 72
Rank change year-on-year +10 -15 +25
Permanent jobs citing NoSQL 404 401 393
As % of all permanent IT jobs advertised in the City of London 3.99% 3.67% 3.87%
As % of the Database & Business Intelligence category 12.68% 11.68% 12.22%
Number of salaries quoted 383 354 350
City of London median annual salary £75,000 £70,000 £62,500
Median salary % change year-on-year +7.14% +12.00% +4.17%
10th Percentile £52,500 £48,050 £43,750
90th Percentile £99,500 £92,500 £85,125
Central London median annual salary £75,000 £70,000 £62,500
% change year-on-year +7.14% +12.00% +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 3,187 3,434 3,215
As % of all permanent IT jobs advertised in the City of London 31.47% 31.44% 31.62%
Number of salaries quoted 2,870 3,097 2,898
City of London median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +9.09%
10th Percentile £42,500 £40,000 £38,382
90th Percentile £97,500 £93,750 £87,500
Central London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +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 22 August 2019.

Salary histogram for NoSQL in the City of London

For the 6 months to 22 August 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.

1 209 (51.73%) SQL
2 201 (49.75%) Agile Software Development
3 169 (41.83%) AWS
4 162 (40.10%) Java
5 159 (39.36%) JavaScript
6 146 (36.14%) Python
7 139 (34.41%) Microservices
8 123 (30.45%) C#
9 119 (29.46%) Azure
10 110 (27.23%) DevOps
11 105 (25.99%) MongoDB
12 104 (25.74%) SQL Server
13 100 (24.75%) Docker
14 99 (24.50%) TDD
15 96 (23.76%) Big Data
16 92 (22.77%) Finance
17 91 (22.52%) .NET
18 89 (22.03%) Test Automation
19 81 (20.05%) Software Engineering
20 80 (19.80%) React
21 77 (19.06%) Web Services
22 76 (18.81%) CSS
23 75 (18.56%) REST
24 72 (17.82%) OO
25 71 (17.57%) Spring
26 70 (17.33%) Linux
27 67 (16.58%) MySQL
27 67 (16.58%) MVC
28 63 (15.59%) Analytical Skills
28 63 (15.59%) .NET Core

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 52 (12.87%) Apache Spark
2 47 (11.63%) Elasticsearch
3 32 (7.92%) SharePoint
4 11 (2.72%) Apache
5 5 (1.24%) Apache Pig
5 5 (1.24%) Confluence
6 4 (0.99%) CMS
7 3 (0.74%) nginx
7 3 (0.74%) Tomcat
8 2 (0.50%) Jetty
8 2 (0.50%) Oracle SOA Suite
9 1 (0.25%) Drupal
9 1 (0.25%) IIS
9 1 (0.25%) JBoss
9 1 (0.25%) SAS
9 1 (0.25%) Sitecore CMS
9 1 (0.25%) WebLogic
9 1 (0.25%) WebSphere
Business Applications
1 32 (7.92%) Dynamics CRM
2 1 (0.25%) Distributed Ledger
2 1 (0.25%) Payment Gateway
Cloud Services
1 169 (41.83%) AWS
2 119 (29.46%) Azure
3 46 (11.39%) GCP
4 24 (5.94%) Power Platform
5 14 (3.47%) Heroku
5 14 (3.47%) Serverless
6 13 (3.22%) Amazon S3
6 13 (3.22%) SaaS
7 12 (2.97%) Cloud Computing
8 11 (2.72%) Amazon EMR
8 11 (2.72%) AWS Lambda
8 11 (2.72%) PaaS
9 8 (1.98%) Amazon EC2
10 6 (1.49%) Fastly
11 5 (1.24%) Amazon Kinesis
12 4 (0.99%) Amazon CloudWatch
12 4 (0.99%) AWS CloudFormation
12 4 (0.99%) Azure Data Factory
12 4 (0.99%) GitHub
12 4 (0.99%) IaaS
Communications & Networking
1 16 (3.96%) HTTP
2 6 (1.49%) DNS
3 4 (0.99%) Internet
4 3 (0.74%) Firewall
4 3 (0.74%) SMS
4 3 (0.74%) TCP/IP
5 2 (0.50%) LAN
5 2 (0.50%) VPN
Database & Business Intelligence
1 105 (25.99%) MongoDB
2 104 (25.74%) SQL Server
3 96 (23.76%) Big Data
4 67 (16.58%) MySQL
5 60 (14.85%) Apache Cassandra
5 60 (14.85%) Hadoop
6 58 (14.36%) PostgreSQL
7 42 (10.40%) Relational Database
8 29 (7.18%) Redis
9 26 (6.44%) Data Warehouse
10 24 (5.94%) Amazon DynamoDB
10 24 (5.94%) Power BI
11 20 (4.95%) QlikView
12 19 (4.70%) Apache Hive
13 14 (3.47%) HBase
14 11 (2.72%) BigQuery
14 11 (2.72%) OLTP
15 10 (2.48%) RDBMS
16 9 (2.23%) Blockchain
16 9 (2.23%) Electronic Patient Records
Development Applications
1 44 (10.89%) Visual Studio Team System
2 35 (8.66%) Team Foundation Server
3 33 (8.17%) Git (software)
4 23 (5.69%) JIRA
5 16 (3.96%) Jenkins
6 13 (3.22%) Visual Studio
7 11 (2.72%) JUnit
7 11 (2.72%) Selenium
8 9 (2.23%) PyCharm
8 9 (2.23%) Visual Studio Code
9 8 (1.98%) ERwin
10 7 (1.73%) ER Studio
10 7 (1.73%) Maven
10 7 (1.73%) PowerDesigner
11 6 (1.49%) TeamCity
12 5 (1.24%) Travis CI
13 4 (0.99%) Octopus Deploy
13 4 (0.99%) SpecFlow
14 3 (0.74%) Mocha
14 3 (0.74%) Vagrant
General
1 92 (22.77%) Finance
2 34 (8.42%) Banking
3 24 (5.94%) Retail
4 12 (2.97%) Investment Banking
5 11 (2.72%) Law
6 10 (2.48%) Financial Institution
6 10 (2.48%) Publishing
7 8 (1.98%) Games
8 7 (1.73%) Marketing
9 4 (0.99%) Public Sector
10 3 (0.74%) Billing
10 3 (0.74%) Legal
11 2 (0.50%) Pharmaceutical
12 1 (0.25%) Automotive
12 1 (0.25%) Front Office
12 1 (0.25%) Multimedia
12 1 (0.25%) Telecoms
Job Titles
1 245 (60.64%) Developer
2 104 (25.74%) Senior Developer
3 87 (21.53%) Java Developer
4 49 (12.13%) C# Developer
5 44 (10.89%) Data Engineer
6 40 (9.90%) .NET Developer
7 34 (8.42%) Lead Developer
8 33 (8.17%) Senior Java Developer
9 29 (7.18%) Python Engineer
10 24 (5.94%) Python Developer
10 24 (5.94%) Software Engineer
11 22 (5.45%) NoSQL Developer
12 21 (5.20%) Azure Developer
13 19 (4.70%) Architect
14 17 (4.21%) Senior .NET Developer
14 17 (4.21%) Senior C# Developer
15 16 (3.96%) Lead .NET Developer
15 16 (3.96%) SQL Developer
16 15 (3.71%) C# .NET Developer
17 14 (3.47%) DevOps Developer
Libraries, Frameworks & Software Standards
1 91 (22.52%) .NET
2 80 (19.80%) React
3 77 (19.06%) Web Services
4 76 (18.81%) CSS
5 75 (18.56%) REST
6 71 (17.57%) Spring
7 63 (15.59%) .NET Core
8 56 (13.86%) ASP.NET Web API
8 56 (13.86%) jQuery
9 54 (13.37%) RESTful
10 47 (11.63%) Kafka
10 47 (11.63%) Node.js
11 46 (11.39%) HTML
12 42 (10.40%) AngularJS
13 35 (8.66%) .NET Framework
14 33 (8.17%) Spring Boot
15 32 (7.92%) Twitter Bootstrap
16 31 (7.67%) Entity Framework
17 24 (5.94%) J2EE
18 22 (5.45%) GraphQL
Miscellaneous
1 63 (15.59%) Analytical Skills
2 31 (7.67%) Greenfield Project
3 29 (7.18%) N-Tier
4 21 (5.20%) Algorithms
5 20 (4.95%) Data Structures
6 15 (3.71%) User Experience
7 12 (2.97%) Equities
8 9 (2.23%) Reinsurance
9 7 (1.73%) Market Risk
10 6 (1.49%) Enterprise Software
11 5 (1.24%) Management Information System
11 5 (1.24%) Spread Betting
12 4 (0.99%) Hedge funds
12 4 (0.99%) Internet of Things
12 4 (0.99%) Linux Command Line
12 4 (0.99%) Public Cloud
12 4 (0.99%) Self-Motivation
13 3 (0.74%) Robotics
13 3 (0.74%) Social Media
14 2 (0.50%) Mobile App
Operating Systems
1 70 (17.33%) Linux
2 33 (8.17%) Windows
3 18 (4.46%) Unix
4 16 (3.96%) Mac OS
5 3 (0.74%) CentOS
6 2 (0.50%) Ubuntu
6 2 (0.50%) Windows 10
6 2 (0.50%) Windows Server
7 1 (0.25%) Android
7 1 (0.25%) Apple iOS
7 1 (0.25%) DC/OS
7 1 (0.25%) Debian
Processes & Methodologies
1 201 (49.75%) Agile Software Development
2 139 (34.41%) Microservices
3 110 (27.23%) DevOps
4 99 (24.50%) TDD
5 89 (22.03%) Test Automation
6 81 (20.05%) Software Engineering
7 72 (17.82%) OO
8 67 (16.58%) MVC
9 61 (15.10%) Analytics
10 49 (12.13%) Machine Learning
10 49 (12.13%) Problem-Solving
11 46 (11.39%) Continuous Integration
11 46 (11.39%) CRM
12 45 (11.14%) SOA
13 43 (10.64%) SOLID
14 42 (10.40%) Business Intelligence
15 41 (10.15%) ETL
16 37 (9.16%) Scrum
17 36 (8.91%) SDLC
18 35 (8.66%) Mentoring
Programming Languages
1 209 (51.73%) SQL
2 162 (40.10%) Java
3 159 (39.36%) JavaScript
4 146 (36.14%) Python
5 123 (30.45%) C#
6 56 (13.86%) Scala
7 40 (9.90%) Java 8
8 36 (8.91%) T-SQL
9 19 (4.70%) Go
10 18 (4.46%) PHP
10 18 (4.46%) Ruby
10 18 (4.46%) TypeScript
11 14 (3.47%) R
12 12 (2.97%) C++
13 8 (1.98%) Kotlin
14 7 (1.73%) ES6
14 7 (1.73%) Perl
15 6 (1.49%) Clojure
16 5 (1.24%) Bash Shell
16 5 (1.24%) Groovy
Qualifications
1 38 (9.41%) Degree
2 25 (6.19%) Computer Science Degree
3 4 (0.99%) AWS Certification
4 3 (0.74%) Master's Degree
5 1 (0.25%) MCSA
5 1 (0.25%) MCSE
5 1 (0.25%) Microsoft Certification
5 1 (0.25%) Six Sigma Black Belt
Quality Assurance & Compliance
1 10 (2.48%) QA
2 8 (1.98%) Data Quality
3 2 (0.50%) GDPR
3 2 (0.50%) ISO/IEC 27001
4 1 (0.25%) SLA
System Software
1 100 (24.75%) Docker
2 6 (1.49%) Apache Flume
2 6 (1.49%) Varnish
3 3 (0.74%) HDFS
3 3 (0.74%) VMware Infrastructure
4 2 (0.50%) KVM
4 2 (0.50%) oVirt
4 2 (0.50%) QEMU
5 1 (0.25%) Apache ZooKeeper
5 1 (0.25%) Oracle RAC
Systems Management
1 44 (10.89%) Kubernetes
2 9 (2.23%) Ansible
3 8 (1.98%) Puppet
3 8 (1.98%) Terraform
4 7 (1.73%) Opscode Chef
5 2 (0.50%) Grafana
5 2 (0.50%) Oozie
5 2 (0.50%) Prometheus
6 1 (0.25%) Check_MK
6 1 (0.25%) Docker Swarm
6 1 (0.25%) Kibana
6 1 (0.25%) logstash
6 1 (0.25%) Marathon
6 1 (0.25%) Nagios
6 1 (0.25%) Packer
6 1 (0.25%) Rancher
Vendors
1 39 (9.65%) Microsoft
2 32 (7.92%) Nintex
3 28 (6.93%) Tableau
4 27 (6.68%) Oracle
5 26 (6.44%) Google
6 15 (3.71%) Salesforce.com
7 13 (3.22%) Zend
8 12 (2.97%) Fidessa
9 10 (2.48%) Informatica
10 7 (1.73%) Talend
11 6 (1.49%) VMware
12 4 (0.99%) Atlassian
12 4 (0.99%) Databricks
13 3 (0.74%) Alteryx
13 3 (0.74%) Cloudera
13 3 (0.74%) Solace
13 3 (0.74%) Splunk
13 3 (0.74%) Teradata
14 2 (0.50%) Apple
14 2 (0.50%) Red Hat