Period
to 11 December 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 11 December 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Central London > City of London
6 months to
11 Dec 2019
Same period 2018 Same period 2017
Rank 104 83 92
Rank change year-on-year -21 +9 -12
Permanent jobs citing NoSQL 282 391 342
As % of all permanent IT jobs advertised in the City of London 2.86% 3.67% 3.30%
As % of the Database & Business Intelligence category 10.07% 12.01% 10.67%
Number of salaries quoted 250 339 323
City of London median annual salary £72,500 £70,000 £67,500
Median salary % change year-on-year +3.57% +3.70% +8.00%
10th Percentile £50,000 £45,000 £45,000
90th Percentile £107,500 £93,750 £92,250
Central London median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% +8.33%

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 2,800 3,255 3,204
As % of all permanent IT jobs advertised in the City of London 28.43% 30.51% 30.89%
Number of salaries quoted 2,468 2,952 2,924
City of London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +4.35%
10th Percentile £42,500 £41,250 £41,250
90th Percentile £101,250 £95,000 £89,625
Central London median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +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 11 December 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 11 December 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 -14 1 - -
NoSQL
Central London

For the 6 months to 11 December 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.

1 142 (50.35%) SQL
2 128 (45.39%) Agile Software Development
3 122 (43.26%) Java
4 118 (41.84%) Python
5 110 (39.01%) AWS
6 102 (36.17%) Docker
7 99 (35.11%) Microservices
8 92 (32.62%) JavaScript
9 88 (31.21%) Azure
10 83 (29.43%) MongoDB
11 82 (29.08%) Finance
12 80 (28.37%) C#
13 78 (27.66%) Big Data
14 72 (25.53%) TDD
15 66 (23.40%) DevOps
16 62 (21.99%) SQL Server
16 62 (21.99%) Linux
17 60 (21.28%) .NET
18 57 (20.21%) RESTful
19 54 (19.15%) Software Engineering
20 53 (18.79%) Hadoop
21 52 (18.44%) Apache Spark
22 49 (17.38%) Kubernetes
22 49 (17.38%) CSS
23 45 (15.96%) React
23 45 (15.96%) Git (software)
24 43 (15.25%) HTML
25 42 (14.89%) OO
25 42 (14.89%) REST
26 41 (14.54%) 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 52 (18.44%) Apache Spark
2 31 (10.99%) Elasticsearch
3 9 (3.19%) Apache
4 8 (2.84%) SharePoint
5 3 (1.06%) CMS
5 3 (1.06%) Confluence
5 3 (1.06%) nginx
6 2 (0.71%) Apache Pig
7 1 (0.35%) Apache Airflow
7 1 (0.35%) IIS
7 1 (0.35%) JBoss
7 1 (0.35%) SAS
7 1 (0.35%) SharePoint 2013
7 1 (0.35%) Tomcat
7 1 (0.35%) Tornado
7 1 (0.35%) WebLogic
7 1 (0.35%) WebSphere
Applications
1 1 (0.35%) Chatbot
Business Applications
1 7 (2.48%) Dynamics CRM
2 1 (0.35%) FINCAD Analytics
2 1 (0.35%) Payment Gateway
Cloud Services
1 110 (39.01%) AWS
2 88 (31.21%) Azure
3 32 (11.35%) GCP
4 10 (3.55%) Amazon S3
5 9 (3.19%) Heroku
5 9 (3.19%) Power Platform
6 8 (2.84%) Amazon EMR
7 7 (2.48%) Cloud Computing
7 7 (2.48%) Serverless
8 6 (2.13%) Fastly
9 5 (1.77%) AWS CloudFormation
10 4 (1.42%) Amazon EC2
10 4 (1.42%) PaaS
11 3 (1.06%) Amazon CloudWatch
11 3 (1.06%) Amazon ECS
11 3 (1.06%) Azure Data Factory
11 3 (1.06%) GitHub
11 3 (1.06%) Office 365
11 3 (1.06%) SaaS
12 2 (0.71%) npm
Communications & Networking
1 6 (2.13%) HTTP
2 5 (1.77%) TCP/IP
3 4 (1.42%) DNS
4 3 (1.06%) Firewall
5 2 (0.71%) LAN
5 2 (0.71%) VPN
6 1 (0.35%) Internet
6 1 (0.35%) SMS
Database & Business Intelligence
1 83 (29.43%) MongoDB
2 78 (27.66%) Big Data
3 62 (21.99%) SQL Server
4 53 (18.79%) Hadoop
5 38 (13.48%) Relational Database
6 37 (13.12%) MySQL
6 37 (13.12%) PostgreSQL
7 35 (12.41%) Apache Hive
8 31 (10.99%) Apache Cassandra
9 26 (9.22%) Redis
10 20 (7.09%) Data Warehouse
11 17 (6.03%) RDBMS
12 14 (4.96%) HBase
13 12 (4.26%) Amazon DynamoDB
13 12 (4.26%) Cosmos DB
14 10 (3.55%) HDInsight
14 10 (3.55%) Neo4j
15 9 (3.19%) Power BI
15 9 (3.19%) SQL Server Integration Services
16 8 (2.84%) BigQuery
Development Applications
1 45 (15.96%) Git (software)
2 19 (6.74%) Jenkins
3 15 (5.32%) Visual Studio Team System
4 9 (3.19%) Visual Studio
5 8 (2.84%) Team Foundation Server
5 8 (2.84%) TeamCity
6 7 (2.48%) JUnit
6 7 (2.48%) Octopus Deploy
7 6 (2.13%) Oracle APEX
7 6 (2.13%) SpecFlow
8 5 (1.77%) JIRA
9 4 (1.42%) ERwin
9 4 (1.42%) PowerDesigner
9 4 (1.42%) Selenium
9 4 (1.42%) Travis CI
10 3 (1.06%) Jasmine
10 3 (1.06%) Postman
10 3 (1.06%) PyCharm
10 3 (1.06%) Vagrant
10 3 (1.06%) Visual Studio Code
General
1 82 (29.08%) Finance
2 18 (6.38%) Banking
3 12 (4.26%) Financial Institution
4 9 (3.19%) Investment Banking
5 8 (2.84%) Games
5 8 (2.84%) Marketing
6 7 (2.48%) Retail
7 6 (2.13%) Legal
8 4 (1.42%) Law
8 4 (1.42%) Public Sector
8 4 (1.42%) Publishing
9 3 (1.06%) Housing Association
10 2 (0.71%) Front Office
11 1 (0.35%) Billing
11 1 (0.35%) Music Industry
Job Titles
1 165 (58.51%) Developer
2 76 (26.95%) Java Developer
3 70 (24.82%) Senior Developer
4 33 (11.70%) Senior Java Developer
5 31 (10.99%) Data Engineer
6 29 (10.28%) .NET Developer
7 25 (8.87%) NoSQL Developer
8 24 (8.51%) C# Developer
9 21 (7.45%) Python Engineer
10 19 (6.74%) AWS Developer
11 17 (6.03%) Python Developer
12 16 (5.67%) Software Engineer
13 15 (5.32%) Lead Developer
14 13 (4.61%) Full Stack Developer
15 12 (4.26%) Architect
16 11 (3.90%) C# .NET Developer
16 11 (3.90%) Junior
16 11 (3.90%) Software Developer
17 10 (3.55%) Azure Developer
17 10 (3.55%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 60 (21.28%) .NET
2 57 (20.21%) RESTful
3 49 (17.38%) CSS
4 45 (15.96%) React
5 43 (15.25%) HTML
6 42 (14.89%) REST
7 40 (14.18%) Node.js
8 32 (11.35%) .NET Core
8 32 (11.35%) Web Services
9 31 (10.99%) AngularJS
10 30 (10.64%) Spring
11 29 (10.28%) Kafka
12 26 (9.22%) jQuery
13 23 (8.16%) ASP.NET Web API
14 17 (6.03%) Django
15 16 (5.67%) ASP.NET
15 16 (5.67%) HTML5
15 16 (5.67%) Spring Boot
16 13 (4.61%) Ajax
16 13 (4.61%) Vue.js
Miscellaneous
1 30 (10.64%) Analytical Skills
1 30 (10.64%) Data Structures
2 23 (8.16%) Algorithms
3 17 (6.03%) Greenfield Project
4 11 (3.90%) Hedge funds
5 8 (2.84%) Management Information System
6 7 (2.48%) N-Tier
7 5 (1.77%) Market Risk
7 5 (1.77%) Self-Motivation
8 4 (1.42%) Data Centre
8 4 (1.42%) Derivative
8 4 (1.42%) Foreign Exchange (FX)
8 4 (1.42%) Linux Command Line
9 3 (1.06%) Cloud Native
9 3 (1.06%) Enterprise Software
9 3 (1.06%) Mobile App
9 3 (1.06%) Public Cloud
9 3 (1.06%) Reinsurance
9 3 (1.06%) Spread Betting
10 2 (0.71%) Distributed Denial-of-Service
Operating Systems
1 62 (21.99%) Linux
2 27 (9.57%) Windows
3 21 (7.45%) Unix
4 10 (3.55%) Mac OS
5 4 (1.42%) Solaris
6 3 (1.06%) Android
6 3 (1.06%) Apple iOS
6 3 (1.06%) CentOS
7 2 (0.71%) Ubuntu
7 2 (0.71%) Windows 10
7 2 (0.71%) Windows Server
8 1 (0.35%) DC/OS
8 1 (0.35%) Debian
Processes & Methodologies
1 128 (45.39%) Agile Software Development
2 99 (35.11%) Microservices
3 72 (25.53%) TDD
4 66 (23.40%) DevOps
5 54 (19.15%) Software Engineering
6 42 (14.89%) OO
7 39 (13.83%) Computer Science
8 36 (12.77%) Open Source
8 36 (12.77%) Test Automation
9 34 (12.06%) Fintech
10 32 (11.35%) Machine Learning
11 31 (10.99%) MVC
12 30 (10.64%) Scrum
13 29 (10.28%) Problem-Solving
14 28 (9.93%) Analytics
15 27 (9.57%) Continuous Integration
16 26 (9.22%) Artificial Intelligence
17 23 (8.16%) Data Science
17 23 (8.16%) SOLID
18 22 (7.80%) Unit Testing
Programming Languages
1 142 (50.35%) SQL
2 122 (43.26%) Java
3 118 (41.84%) Python
4 92 (32.62%) JavaScript
5 80 (28.37%) C#
6 36 (12.77%) Scala
7 28 (9.93%) TypeScript
8 26 (9.22%) Java 8
9 25 (8.87%) PHP
10 20 (7.09%) C++
11 19 (6.74%) Kotlin
12 16 (5.67%) Bash Shell
13 14 (4.96%) R
14 11 (3.90%) ES6
15 9 (3.19%) T-SQL
16 8 (2.84%) C
17 7 (2.48%) Ruby
18 6 (2.13%) PL/SQL
19 5 (1.77%) Go
19 5 (1.77%) PowerShell
Qualifications
1 41 (14.54%) Degree
2 29 (10.28%) Computer Science Degree
3 4 (1.42%) MCP
3 4 (1.42%) Microsoft Certification
4 3 (1.06%) Master's Degree
5 2 (0.71%) AWS Certification
6 1 (0.35%) Security Cleared
6 1 (0.35%) Six Sigma Black Belt
Quality Assurance & Compliance
1 15 (5.32%) QA
2 9 (3.19%) Data Quality
3 5 (1.77%) ISO/IEC 27001
4 3 (1.06%) GDPR
5 1 (0.35%) SLA
System Software
1 102 (36.17%) Docker
2 6 (2.13%) Varnish
3 5 (1.77%) HDFS
4 4 (1.42%) Active Directory
4 4 (1.42%) Apache Flume
5 3 (1.06%) Apache ZooKeeper
6 2 (0.71%) KVM
6 2 (0.71%) oVirt
6 2 (0.71%) QEMU
7 1 (0.35%) VMware Infrastructure
Systems Management
1 49 (17.38%) Kubernetes
2 12 (4.26%) Ansible
3 10 (3.55%) Data Guard
4 7 (2.48%) Terraform
5 6 (2.13%) Grafana
5 6 (2.13%) Oracle Enterprise Manager
5 6 (2.13%) Oracle RMAN
5 6 (2.13%) Prometheus
6 4 (1.42%) Kibana
6 4 (1.42%) Puppet
7 2 (0.71%) Docker Swarm
7 2 (0.71%) Nagios
7 2 (0.71%) Oozie
7 2 (0.71%) Opscode Chef
8 1 (0.35%) Check_MK
8 1 (0.35%) Marathon
8 1 (0.35%) Packer
Vendors
1 30 (10.64%) Microsoft
2 25 (8.87%) Oracle
3 17 (6.03%) Google
4 11 (3.90%) Salesforce.com
5 10 (3.55%) Tableau
6 8 (2.84%) Informatica
6 8 (2.84%) Red Hat
6 8 (2.84%) Zend
7 7 (2.48%) Nintex
7 7 (2.48%) Talend
8 5 (1.77%) Splunk
9 4 (1.42%) Atlassian
9 4 (1.42%) Databricks
9 4 (1.42%) ServiceNow
9 4 (1.42%) Sybase
9 4 (1.42%) VMware
10 3 (1.06%) Cloudera
10 3 (1.06%) IBM
11 2 (0.71%) Citrix
11 2 (0.71%) Rackspace