Period
to 9 April 2020

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 9 April 2020 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
9 Apr 2020
Same period 2019 Same period 2018
Rank 102 82 94
Rank change year-on-year -20 +12 -14
Permanent jobs citing NoSQL 251 363 350
As % of all permanent jobs advertised in the City of London 2.92% 3.52% 3.26%
As % of the Database & Business Intelligence category 12.17% 11.58% 10.37%
Number of salaries quoted 222 349 336
Median annual salary £72,500 £70,000 £70,000
Median salary % change year-on-year +3.57% - +7.69%
10th Percentile £47,625 £47,500 £47,500
90th Percentile £115,000 £96,250 £87,500
Central London median annual salary £72,500 £70,000 £70,000
% change year-on-year +3.57% - +7.69%

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 2,062 3,135 3,374
As % of all permanent IT jobs advertised in the City of London 24.00% 30.40% 31.45%
Number of salaries quoted 1,796 2,810 2,987
Median annual salary £67,500 £67,500 £62,500
Median salary % change year-on-year - +8.00% +4.17%
10th Percentile £42,500 £41,250 £41,250
90th Percentile £100,000 £97,500 £90,000
Central London median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% +3.45%

NoSQL
Job Vacancy Trend in the City of London

Job postings citing NoSQL as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing NoSQL in the City of London over the 6 months to 9 April 2020.

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 9 April 2020. 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
Moorgate - 1 £52,500 -
NoSQL
Central London

For the 6 months to 9 April 2020, 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.

1 141 (56.18%) SQL
2 130 (51.79%) Agile Software Development
3 104 (41.43%) Java
4 97 (38.65%) Docker
5 93 (37.05%) Python
6 92 (36.65%) C#
7 90 (35.86%) JavaScript
8 88 (35.06%) AWS
9 86 (34.26%) Azure
10 78 (31.08%) Kubernetes
11 75 (29.88%) .NET
12 69 (27.49%) TypeScript
13 67 (26.69%) Big Data
14 63 (25.10%) Microservices
14 63 (25.10%) Software Engineering
15 62 (24.70%) Finance
16 60 (23.90%) DevOps
17 59 (23.51%) HTML
17 59 (23.51%) CSS
17 59 (23.51%) Hadoop
18 58 (23.11%) SQL Server
19 57 (22.71%) Open Source
19 57 (22.71%) MongoDB
20 56 (22.31%) AngularJS
20 56 (22.31%) TDD
21 53 (21.12%) Node.js
21 53 (21.12%) Apache Spark
22 50 (19.92%) React
22 50 (19.92%) Machine Learning
23 48 (19.12%) Degree

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 53 (21.12%) Apache Spark
2 40 (15.94%) Elasticsearch
3 15 (5.98%) Apache Airflow
4 10 (3.98%) Luigi
5 6 (2.39%) Apache
6 1 (0.40%) Cloud Foundry
6 1 (0.40%) CMS
6 1 (0.40%) OpenStack
6 1 (0.40%) SharePoint
6 1 (0.40%) SharePoint 2013
6 1 (0.40%) Tornado
Applications
1 1 (0.40%) Microsoft Excel
Business Applications
1 1 (0.40%) Distributed Ledger
Cloud Services
1 88 (35.06%) AWS
2 86 (34.26%) Azure
3 22 (8.76%) GCP
4 15 (5.98%) Amazon S3
5 12 (4.78%) npm
5 12 (4.78%) SaaS
6 11 (4.38%) Power Platform
7 9 (3.59%) Amazon EMR
8 6 (2.39%) Heroku
9 5 (1.99%) Cloud Computing
9 5 (1.99%) Serverless
10 4 (1.59%) Amazon EC2
11 3 (1.20%) Azure Data Factory
11 3 (1.20%) Firebase
12 1 (0.40%) Amazon CloudWatch
12 1 (0.40%) Amazon ElastiCache
12 1 (0.40%) AWS CloudFormation
12 1 (0.40%) AWS Lambda
12 1 (0.40%) Datadog
12 1 (0.40%) IBM Cloud
Communications & Networking
1 5 (1.99%) HTTP
2 4 (1.59%) DNS
3 3 (1.20%) Firewall
4 2 (0.80%) HTTPS
4 2 (0.80%) LAN
4 2 (0.80%) SSL
4 2 (0.80%) TCP/IP
4 2 (0.80%) VPN
4 2 (0.80%) WAN
5 1 (0.40%) AMQP
Database & Business Intelligence
1 67 (26.69%) Big Data
2 59 (23.51%) Hadoop
3 58 (23.11%) SQL Server
4 57 (22.71%) MongoDB
5 41 (16.33%) Apache Cassandra
6 37 (14.74%) Apache Hive
7 35 (13.94%) PostgreSQL
8 33 (13.15%) Redis
9 27 (10.76%) Data Warehouse
9 27 (10.76%) Relational Database
10 25 (9.96%) Amazon DynamoDB
11 20 (7.97%) MySQL
11 20 (7.97%) RDBMS
12 17 (6.77%) Cosmos DB
13 16 (6.37%) HBase
14 14 (5.58%) OLAP
15 13 (5.18%) Snowflake Schema
16 11 (4.38%) OLTP
16 11 (4.38%) Power BI
17 9 (3.59%) Amazon Redshift
Development Applications
1 48 (19.12%) Git (software)
2 26 (10.36%) Jenkins
3 19 (7.57%) Visual Studio
4 13 (5.18%) MSTest
4 13 (5.18%) NUnit
5 9 (3.59%) SpecFlow
5 9 (3.59%) TeamCity
6 8 (3.19%) Jasmine
7 7 (2.79%) ERwin
7 7 (2.79%) Grunt
7 7 (2.79%) Octopus Deploy
7 7 (2.79%) PowerDesigner
8 6 (2.39%) JUnit
9 5 (1.99%) Cypress.io
9 5 (1.99%) gulp
9 5 (1.99%) Oracle APEX
10 4 (1.59%) Artifactory
10 4 (1.59%) Flyway
10 4 (1.59%) Liquibase
11 3 (1.20%) Gradle
General
1 62 (24.70%) Finance
2 21 (8.37%) Banking
3 13 (5.18%) Marketing
4 10 (3.98%) Investment Banking
5 8 (3.19%) Financial Institution
5 8 (3.19%) Housing Association
6 7 (2.79%) Retail
7 4 (1.59%) Games
8 2 (0.80%) Back Office
8 2 (0.80%) Publishing
9 1 (0.40%) Front Office
9 1 (0.40%) Law
9 1 (0.40%) Legal
9 1 (0.40%) Manufacturing
9 1 (0.40%) Public Sector
Job Titles
1 103 (41.04%) Developer
2 37 (14.74%) Java Developer
3 35 (13.94%) Data Engineer
4 32 (12.75%) Software Engineer
5 28 (11.16%) .NET Developer
6 24 (9.56%) Senior Developer
7 21 (8.37%) Architect
8 19 (7.57%) C# Developer
9 18 (7.17%) Full Stack Developer
10 16 (6.37%) Senior Software Engineer
11 13 (5.18%) Data Architect
12 11 (4.38%) C# .NET Developer
12 11 (4.38%) Junior
13 10 (3.98%) Lead Developer
14 9 (3.59%) Azure Developer
14 9 (3.59%) Cloud Engineer
14 9 (3.59%) DevOps Engineer
15 8 (3.19%) Data Scientist
15 8 (3.19%) Mid-Level C# .NET Developer
15 8 (3.19%) Mid-Level C# Developer
Libraries, Frameworks & Software Standards
1 75 (29.88%) .NET
2 59 (23.51%) CSS
2 59 (23.51%) HTML
3 56 (22.31%) AngularJS
4 53 (21.12%) Node.js
5 50 (19.92%) React
6 45 (17.93%) Kafka
7 39 (15.54%) RESTful
8 28 (11.16%) Redux
8 28 (11.16%) REST
9 27 (10.76%) ASP.NET Web API
10 25 (9.96%) .NET Core
11 24 (9.56%) Apache Flex
11 24 (9.56%) ASP.NET
12 18 (7.17%) HTML5
13 17 (6.77%) jQuery
13 17 (6.77%) Spring
14 16 (6.37%) Sass
15 14 (5.58%) Angular 2
15 14 (5.58%) Web Services
Miscellaneous
1 28 (11.16%) Algorithms
2 26 (10.36%) Analytical Skills
3 11 (4.38%) Foreign Exchange (FX)
4 9 (3.59%) Self-Motivation
4 9 (3.59%) User Experience
5 7 (2.79%) Data Centre
5 7 (2.79%) Hedge funds
5 7 (2.79%) Management Information System
5 7 (2.79%) Reference Data
6 6 (2.39%) Greenfield Project
7 5 (1.99%) Mobile App
8 2 (0.80%) Cloud Native
8 2 (0.80%) Credit Risk
8 2 (0.80%) Equities
8 2 (0.80%) Hybrid Cloud
8 2 (0.80%) Market Risk
9 1 (0.40%) Digital Currency
9 1 (0.40%) Marketing Technology
9 1 (0.40%) Private Cloud
9 1 (0.40%) Public Cloud
Operating Systems
1 32 (12.75%) Linux
2 13 (5.18%) Windows
3 10 (3.98%) Unix
4 4 (1.59%) Mac OS
5 1 (0.40%) Apple iOS
5 1 (0.40%) Mac OS X
5 1 (0.40%) Windows Server
Processes & Methodologies
1 130 (51.79%) Agile Software Development
2 63 (25.10%) Microservices
2 63 (25.10%) Software Engineering
3 60 (23.90%) DevOps
4 57 (22.71%) Open Source
5 56 (22.31%) TDD
6 50 (19.92%) Machine Learning
7 48 (19.12%) Computer Science
8 41 (16.33%) Scrum
9 38 (15.14%) Analytics
10 37 (14.74%) Artificial Intelligence
11 33 (13.15%) Fintech
12 29 (11.55%) Project Delivery
12 29 (11.55%) SOLID
13 24 (9.56%) OO
14 23 (9.16%) Problem-Solving
15 22 (8.76%) Continuous Integration
15 22 (8.76%) Decision-Making
15 22 (8.76%) ETL
15 22 (8.76%) SDLC
Programming Languages
1 141 (56.18%) SQL
2 104 (41.43%) Java
3 93 (37.05%) Python
4 92 (36.65%) C#
5 90 (35.86%) JavaScript
6 69 (27.49%) TypeScript
7 46 (18.33%) Scala
8 36 (14.34%) C++
9 25 (9.96%) C
10 24 (9.56%) PHP
11 21 (8.37%) Kotlin
12 19 (7.57%) R
13 17 (6.77%) Java 8
14 15 (5.98%) ES6
15 11 (4.38%) Go
16 8 (3.19%) Ruby
17 7 (2.79%) Bash Shell
18 5 (1.99%) PL/SQL
19 2 (0.80%) Perl
19 2 (0.80%) T-SQL
Qualifications
1 48 (19.12%) Degree
2 41 (16.33%) Computer Science Degree
3 7 (2.79%) AWS Certification
3 7 (2.79%) Master's Degree
Quality Assurance & Compliance
1 13 (5.18%) Data Quality
2 11 (4.38%) QA
3 1 (0.40%) GDPR
3 1 (0.40%) ISO/IEC 27001
System Software
1 97 (38.65%) Docker
2 5 (1.99%) HDFS
3 4 (1.59%) Apache ZooKeeper
4 3 (1.20%) Apache Flume
5 1 (0.40%) vCloud
5 1 (0.40%) VirtualBox
5 1 (0.40%) VMware Infrastructure
Systems Management
1 78 (31.08%) Kubernetes
2 21 (8.37%) Terraform
3 19 (7.57%) Ansible
4 8 (3.19%) Puppet
5 6 (2.39%) Opscode Chef
6 5 (1.99%) Data Guard
6 5 (1.99%) Grafana
6 5 (1.99%) Oracle Enterprise Manager
6 5 (1.99%) Oracle RMAN
6 5 (1.99%) Prometheus
6 5 (1.99%) Salt
7 4 (1.59%) Kibana
8 2 (0.80%) Netcool
8 2 (0.80%) Opsview
9 1 (0.40%) Docker Swarm
9 1 (0.40%) Nagios
9 1 (0.40%) Oozie
9 1 (0.40%) Packer
Vendors
1 21 (8.37%) Microsoft
2 18 (7.17%) Oracle
3 12 (4.78%) Google
3 12 (4.78%) Tableau
4 7 (2.79%) Salesforce.com
5 5 (1.99%) Red Hat
6 4 (1.59%) SnapLogic
7 3 (1.20%) Splunk
8 2 (0.80%) AppDynamics
8 2 (0.80%) Databricks
8 2 (0.80%) Dynatrace
8 2 (0.80%) SevOne
8 2 (0.80%) Talend
8 2 (0.80%) TOWER Software
9 1 (0.40%) Dataiku
9 1 (0.40%) IBM
9 1 (0.40%) MicroStrategy
9 1 (0.40%) Netezza
9 1 (0.40%) Sparx
9 1 (0.40%) VMware