Period
to 30 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Central 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 30 May 2020 with a comparison to the same period in the previous 2 years.

NoSQL
London > Central London
6 months to
30 May 2020
Same period 2019 Same period 2018
Rank 78 77 94
Rank change year-on-year -1 +17 -20
Permanent jobs citing NoSQL 307 494 460
As % of all permanent jobs advertised in Central London 3.56% 3.85% 3.30%
As % of the Database & Business Intelligence category 14.45% 12.72% 10.69%
Number of salaries quoted 298 488 444
Median annual salary £75,000 £72,500 £71,500
Median salary % change year-on-year +3.45% +1.40% +14.40%
10th Percentile £46,250 £48,375 £49,125
90th Percentile £106,625 £103,750 £87,500
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 Central London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Central London
Permanent vacancies with a requirement for database or business intelligence skills 2,124 3,885 4,303
As % of all permanent IT jobs advertised in Central London 24.61% 30.26% 30.89%
Number of salaries quoted 1,865 3,537 3,842
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,000 £40,000 £40,000
90th Percentile £97,500 £95,000 £88,750
London median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% -

NoSQL
Job Vacancy Trend in Central London

Job postings citing NoSQL as a proportion of all IT jobs advertised in Central London.

Job vacancy trend for NoSQL in Central London

NoSQL
Salary Trend in Central London

3-month moving average salary quoted in jobs citing NoSQL in Central London.

Salary trend for NoSQL in Central London

NoSQL
Salary Histogram in Central London

Salary distribution for jobs citing NoSQL in Central London over the 6 months to 30 May 2020.

Salary histogram for NoSQL in Central London

NoSQL
Job Locations in Central London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Central London region over the 6 months to 30 May 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
City of London -13 218 £72,500 +3.57% 18
City of Westminster +25 18 £61,250 -18.33%
West End of London +18 16 £52,500 -16.00%
Lambeth - 3 £45,000 -
Camden +5 2 £52,500 -
Southwark +2 1 £55,000 -1.79%
NoSQL
London

For the 6 months to 30 May 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 Central London region with a requirement for NoSQL.

1 158 (51.47%) Agile Software Development
2 146 (47.56%) SQL
3 129 (42.02%) Java
3 129 (42.02%) JavaScript
4 120 (39.09%) Microservices
5 119 (38.76%) Docker
6 110 (35.83%) Azure
7 105 (34.20%) Kubernetes
8 103 (33.55%) AWS
9 101 (32.90%) HTML
10 99 (32.25%) CSS
11 95 (30.94%) Python
12 92 (29.97%) .NET
13 91 (29.64%) TDD
14 89 (28.99%) AngularJS
15 83 (27.04%) C#
16 73 (23.78%) TypeScript
17 67 (21.82%) REST
18 65 (21.17%) Software Engineering
19 62 (20.20%) Big Data
20 61 (19.87%) Kafka
21 60 (19.54%) SQL Server
22 59 (19.22%) Node.js
22 59 (19.22%) DevOps
23 58 (18.89%) React
24 57 (18.57%) MongoDB
25 56 (18.24%) Degree
26 54 (17.59%) Machine Learning
27 53 (17.26%) Hadoop
27 53 (17.26%) Finance

NoSQL
Co-occurring IT Skills in Central 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 44 (14.33%) Apache Spark
2 42 (13.68%) Elasticsearch
3 16 (5.21%) Apache
4 14 (4.56%) Apache Airflow
5 10 (3.26%) Luigi
6 8 (2.61%) nginx
7 4 (1.30%) WordPress
8 1 (0.33%) Cloud Foundry
8 1 (0.33%) CMS
8 1 (0.33%) Drupal
8 1 (0.33%) OpenStack
Applications
1 5 (1.63%) Microsoft Excel
Business Applications
1 1 (0.33%) Distributed Ledger
1 1 (0.33%) Magento
1 1 (0.33%) Shopify
Cloud Services
1 110 (35.83%) Azure
2 103 (33.55%) AWS
3 51 (16.61%) SaaS
4 18 (5.86%) GCP
5 14 (4.56%) npm
6 13 (4.23%) Amazon S3
7 12 (3.91%) Serverless
8 11 (3.58%) AWS Lambda
9 9 (2.93%) Amazon EC2
9 9 (2.93%) Amazon EMR
10 8 (2.61%) Power Platform
11 6 (1.95%) Cloud Computing
12 5 (1.63%) Heroku
13 4 (1.30%) OpenShift
14 3 (0.98%) Azure Data Factory
14 3 (0.98%) Firebase
15 2 (0.65%) AWS CloudFormation
15 2 (0.65%) AWS CodePipeline
15 2 (0.65%) Azure Functions
15 2 (0.65%) IBM Cloud
Communications & Networking
1 17 (5.54%) HTTP
2 11 (3.58%) DNS
3 10 (3.26%) Firewall
4 3 (0.98%) Internet
5 2 (0.65%) HTTPS
5 2 (0.65%) LAN
5 2 (0.65%) SSL
5 2 (0.65%) TCP/IP
5 2 (0.65%) VPN
5 2 (0.65%) WAN
6 1 (0.33%) AMQP
Database & Business Intelligence
1 62 (20.20%) Big Data
2 60 (19.54%) SQL Server
3 57 (18.57%) MongoDB
4 53 (17.26%) Hadoop
5 50 (16.29%) Apache Cassandra
6 37 (12.05%) PostgreSQL
7 36 (11.73%) MySQL
8 30 (9.77%) Relational Database
9 28 (9.12%) Data Warehouse
10 27 (8.79%) Apache Hive
11 26 (8.47%) Redis
12 25 (8.14%) Amazon DynamoDB
12 25 (8.14%) RDBMS
13 15 (4.89%) Cosmos DB
14 14 (4.56%) Neo4j
14 14 (4.56%) OLAP
15 13 (4.23%) Snowflake Schema
16 12 (3.91%) HBase
17 11 (3.58%) Amazon RDS
17 11 (3.58%) OLTP
Development Applications
1 51 (16.61%) Git (software)
2 25 (8.14%) Jenkins
3 19 (6.19%) Visual Studio
4 15 (4.89%) MSTest
4 15 (4.89%) NUnit
5 9 (2.93%) Maven
5 9 (2.93%) SpecFlow
6 8 (2.61%) git-flow
7 7 (2.28%) ERwin
7 7 (2.28%) Grunt
7 7 (2.28%) gulp
7 7 (2.28%) Jasmine
7 7 (2.28%) JUnit
7 7 (2.28%) PowerDesigner
8 6 (1.95%) TeamCity
9 5 (1.63%) Bitbucket
9 5 (1.63%) Cypress.io
9 5 (1.63%) Gradle
10 4 (1.30%) Artifactory
10 4 (1.30%) Octopus Deploy
General
1 53 (17.26%) Finance
2 22 (7.17%) Marketing
3 20 (6.51%) Banking
4 11 (3.58%) Retail
5 7 (2.28%) Games
5 7 (2.28%) Housing Association
5 7 (2.28%) Investment Banking
6 6 (1.95%) Advertising
7 3 (0.98%) Back Office
7 3 (0.98%) iGaming
8 2 (0.65%) Financial Institution
8 2 (0.65%) Manufacturing
8 2 (0.65%) Publishing
9 1 (0.33%) Automotive
9 1 (0.33%) Front Office
9 1 (0.33%) Law
9 1 (0.33%) Public Sector
Job Titles
1 145 (47.23%) Developer
2 61 (19.87%) Senior Developer
3 46 (14.98%) Java Developer
4 41 (13.36%) .NET Developer
5 37 (12.05%) Software Engineer
6 36 (11.73%) Data Engineer
7 21 (6.84%) Architect
7 21 (6.84%) Senior .NET Developer
8 20 (6.51%) Full Stack Developer
9 18 (5.86%) Senior Software Engineer
10 17 (5.54%) C# Developer
11 13 (4.23%) Angular Developer
11 13 (4.23%) Data Architect
11 13 (4.23%) DevOps Engineer
12 12 (3.91%) Lead Developer
13 11 (3.58%) PHP Developer
13 11 (3.58%) Senior Java Developer
14 10 (3.26%) React Developer
15 9 (2.93%) Cloud Engineer
16 8 (2.61%) Monitoring Engineer
Libraries, Frameworks & Software Standards
1 101 (32.90%) HTML
2 99 (32.25%) CSS
3 92 (29.97%) .NET
4 89 (28.99%) AngularJS
5 67 (21.82%) REST
6 61 (19.87%) Kafka
7 59 (19.22%) Node.js
8 58 (18.89%) React
9 48 (15.64%) .NET Core
10 47 (15.31%) ASP.NET Web API
11 46 (14.98%) ASP.NET
12 45 (14.66%) RESTful
13 39 (12.70%) jQuery
14 35 (11.40%) JSON
15 33 (10.75%) Angular 2
16 29 (9.45%) ASP.NET MVC
17 28 (9.12%) Spring
17 28 (9.12%) Web Services
18 27 (8.79%) Redux
19 22 (7.17%) Spring Boot
Miscellaneous
1 29 (9.45%) Algorithms
1 29 (9.45%) Analytical Skills
2 17 (5.54%) User Experience
3 16 (5.21%) Greenfield Project
4 11 (3.58%) Foreign Exchange (FX)
5 10 (3.26%) Self-Motivation
6 8 (2.61%) Client/Server
7 7 (2.28%) Management Information System
7 7 (2.28%) Mobile App
7 7 (2.28%) Reference Data
8 5 (1.63%) Data Centre
8 5 (1.63%) Data Structures
9 4 (1.30%) Cloud Native
10 2 (0.65%) Blog
10 2 (0.65%) Credit Risk
10 2 (0.65%) Enterprise Software
10 2 (0.65%) Equities
10 2 (0.65%) Hybrid Cloud
10 2 (0.65%) Market Risk
10 2 (0.65%) Private Cloud
Operating Systems
1 46 (14.98%) Linux
2 21 (6.84%) Unix
3 13 (4.23%) Windows
4 10 (3.26%) Apple iOS
5 9 (2.93%) Android
6 5 (1.63%) CentOS
6 5 (1.63%) Mac OS X
7 4 (1.30%) Mac OS
8 1 (0.33%) Windows Server
Processes & Methodologies
1 158 (51.47%) Agile Software Development
2 120 (39.09%) Microservices
3 91 (29.64%) TDD
4 65 (21.17%) Software Engineering
5 59 (19.22%) DevOps
6 54 (17.59%) Machine Learning
7 52 (16.94%) MVC
8 51 (16.61%) SOLID
9 47 (15.31%) Computer Science
10 42 (13.68%) Open Source
11 38 (12.38%) SDLC
12 37 (12.05%) Scrum
13 36 (11.73%) BDD
13 36 (11.73%) Continuous Integration
14 35 (11.40%) Analytics
15 33 (10.75%) Artificial Intelligence
16 32 (10.42%) Fintech
17 29 (9.45%) Mentoring
18 26 (8.47%) Problem-Solving
18 26 (8.47%) Test Automation
Programming Languages
1 146 (47.56%) SQL
2 129 (42.02%) Java
2 129 (42.02%) JavaScript
3 95 (30.94%) Python
4 83 (27.04%) C#
5 73 (23.78%) TypeScript
6 43 (14.01%) Scala
7 36 (11.73%) PHP
8 30 (9.77%) C++
9 21 (6.84%) C
10 19 (6.19%) Java 8
11 18 (5.86%) Go
12 15 (4.89%) Kotlin
13 14 (4.56%) R
14 11 (3.58%) ES6
15 10 (3.26%) Ruby
16 8 (2.61%) Perl
16 8 (2.61%) PHP 7
17 6 (1.95%) Bash Shell
18 5 (1.63%) VBA
Qualifications
1 56 (18.24%) Degree
2 41 (13.36%) Computer Science Degree
3 11 (3.58%) Master's Degree
4 9 (2.93%) AWS Certification
Quality Assurance & Compliance
1 14 (4.56%) Data Quality
2 10 (3.26%) QA
System Software
1 119 (38.76%) Docker
2 6 (1.95%) Apache ZooKeeper
3 4 (1.30%) HDFS
3 4 (1.30%) VMware Infrastructure
4 2 (0.65%) Apache Flume
4 2 (0.65%) Virtual Machines
4 2 (0.65%) VirtualBox
5 1 (0.33%) vCloud
Systems Management
1 105 (34.20%) Kubernetes
2 22 (7.17%) Terraform
3 21 (6.84%) Ansible
4 13 (4.23%) Puppet
5 8 (2.61%) Netcool
5 8 (2.61%) Opscode Chef
5 8 (2.61%) Opsview
6 5 (1.63%) Salt
7 3 (0.98%) cPanel
7 3 (0.98%) Prometheus
8 2 (0.65%) Docker Swarm
8 2 (0.65%) ZABBIX
9 1 (0.33%) Data Guard
9 1 (0.33%) Grafana
9 1 (0.33%) Kibana
9 1 (0.33%) Oracle Enterprise Manager
9 1 (0.33%) Oracle RMAN
Vendors
1 24 (7.82%) Oracle
2 18 (5.86%) Microsoft
3 16 (5.21%) Google
4 9 (2.93%) Tableau
5 8 (2.61%) AppDynamics
5 8 (2.61%) Dynatrace
5 8 (2.61%) SevOne
5 8 (2.61%) TOWER Software
6 7 (2.28%) Salesforce.com
7 4 (1.30%) SnapLogic
7 4 (1.30%) Splunk
7 4 (1.30%) VMware
8 3 (0.98%) Facebook
8 3 (0.98%) Talend
9 2 (0.65%) Cloudera
9 2 (0.65%) Databricks
9 2 (0.65%) Hortonworks
9 2 (0.65%) IBM
10 1 (0.33%) Sparx
10 1 (0.33%) Vertica