Period
to 19 September 2019

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 19 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
London > Central London
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 76 87 80
Rank change year-on-year +11 -7 +6
Permanent jobs citing NoSQL 518 507 465
As % of all permanent IT jobs advertised in Central London 4.03% 3.59% 3.73%
As % of the Database & Business Intelligence category 13.22% 11.80% 12.09%
Number of salaries quoted 481 457 420
Central London median annual salary £72,500 £70,000 £62,500
Median salary % change year-on-year +3.57% +12.00% +4.17%
10th Percentile £50,000 £45,000 £43,750
90th Percentile £97,500 £92,500 £86,375
London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +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 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 3,917 4,298 3,845
As % of all permanent IT jobs advertised in Central London 30.47% 30.45% 30.81%
Number of salaries quoted 3,533 3,923 3,502
Central London median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% +9.09%
10th Percentile £41,250 £39,000 £38,750
90th Percentile £95,000 £92,500 £87,500
London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +4.35%

NoSQL
Job Vacancy Trend in Central London

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

Job vacancy trend for NoSQL in Central London

NoSQL
Salary Trend in Central London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Central London.

Salary trend for NoSQL in Central London

NoSQL
Salary Histogram in Central London

The salary distribution of IT jobs citing NoSQL in Central London over the 6 months to 19 September 2019.

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 19 September 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
City of London +4 404 £75,000 +7.14% 68
West End of London +16 24 £65,000 +18.18%
Kensington and Chelsea +8 4 £67,500 +50.00%
Camden -9 4 £66,250 +26.19%
City of Westminster -4 3 £75,000 -1.64%
Lambeth - 2 £75,000 -
NoSQL
London

For the 6 months to 19 September 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 Central London region with a requirement for NoSQL.

1 240 (46.33%) SQL
2 234 (45.17%) Agile Software Development
3 230 (44.40%) Java
4 206 (39.77%) Python
5 200 (38.61%) AWS
6 179 (34.56%) JavaScript
7 171 (33.01%) Microservices
8 139 (26.83%) TDD
9 138 (26.64%) Azure
9 138 (26.64%) MongoDB
10 133 (25.68%) Big Data
10 133 (25.68%) Docker
11 130 (25.10%) C#
12 121 (23.36%) Software Engineering
13 120 (23.17%) DevOps
14 113 (21.81%) SQL Server
15 112 (21.62%) Linux
16 109 (21.04%) Finance
17 96 (18.53%) Test Automation
18 95 (18.34%) MySQL
18 95 (18.34%) .NET
19 93 (17.95%) REST
20 89 (17.18%) Spring
21 88 (16.99%) PostgreSQL
22 87 (16.80%) CSS
23 81 (15.64%) MVC
24 79 (15.25%) React
25 78 (15.06%) Web Services
26 76 (14.67%) Hadoop
27 75 (14.48%) Analytics

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 64 (12.36%) Apache Spark
2 55 (10.62%) Elasticsearch
3 25 (4.83%) SharePoint
4 20 (3.86%) Apache
5 7 (1.35%) Apache Solr
6 5 (0.97%) Confluence
6 5 (0.97%) nginx
7 4 (0.77%) Apache Pig
7 4 (0.77%) CMS
8 3 (0.58%) Tomcat
8 3 (0.58%) WebSphere
9 2 (0.39%) Adobe Experience Manager
9 2 (0.39%) CoreMedia CMS
9 2 (0.39%) Jetty
9 2 (0.39%) Oracle SOA Suite
10 1 (0.19%) Drupal
10 1 (0.19%) JBoss
10 1 (0.19%) OpenStack
10 1 (0.19%) SAS
10 1 (0.19%) Sitecore CMS
Applications
1 1 (0.19%) Chatbot
Business Applications
1 25 (4.83%) Dynamics CRM
2 2 (0.39%) Fredhopper
2 2 (0.39%) Magento
2 2 (0.39%) SAP Hybris
3 1 (0.19%) FINCAD Analytics
3 1 (0.19%) Payment Gateway
Cloud Services
1 200 (38.61%) AWS
2 138 (26.64%) Azure
3 57 (11.00%) GCP
4 29 (5.60%) Power Platform
5 25 (4.83%) Serverless
6 17 (3.28%) Amazon S3
7 16 (3.09%) PaaS
8 15 (2.90%) SaaS
9 14 (2.70%) Heroku
10 13 (2.51%) AWS Lambda
10 13 (2.51%) Cloud Computing
10 13 (2.51%) GitHub
11 12 (2.32%) Amazon EC2
11 12 (2.32%) Amazon EMR
12 10 (1.93%) AWS CloudFormation
12 10 (1.93%) Fastly
13 9 (1.74%) IaaS
14 5 (0.97%) Amazon Kinesis
15 4 (0.77%) Amazon CloudWatch
15 4 (0.77%) Azure Data Factory
Communications & Networking
1 29 (5.60%) HTTP
2 21 (4.05%) DNS
3 9 (1.74%) Internet
4 5 (0.97%) TCP/IP
5 3 (0.58%) Firewall
5 3 (0.58%) SMS
6 2 (0.39%) LAN
6 2 (0.39%) VPN
7 1 (0.19%) Unified Communications
Database & Business Intelligence
1 138 (26.64%) MongoDB
2 133 (25.68%) Big Data
3 113 (21.81%) SQL Server
4 95 (18.34%) MySQL
5 88 (16.99%) PostgreSQL
6 76 (14.67%) Hadoop
7 58 (11.20%) Apache Cassandra
8 45 (8.69%) Redis
9 42 (8.11%) Relational Database
10 35 (6.76%) Data Warehouse
11 32 (6.18%) Apache Hive
12 29 (5.60%) Power BI
13 24 (4.63%) Amazon DynamoDB
14 20 (3.86%) QlikView
15 19 (3.67%) BigQuery
16 17 (3.28%) Neo4j
17 15 (2.90%) HBase
18 12 (2.32%) CouchDB
19 11 (2.12%) Cosmos DB
19 11 (2.12%) OLTP
Development Applications
1 40 (7.72%) Git (software)
2 37 (7.14%) Visual Studio Team System
3 28 (5.41%) Team Foundation Server
4 23 (4.44%) JIRA
5 21 (4.05%) Jenkins
6 20 (3.86%) Selenium
7 17 (3.28%) JUnit
8 13 (2.51%) Maven
8 13 (2.51%) Visual Studio
9 11 (2.12%) TeamCity
10 9 (1.74%) PyCharm
10 9 (1.74%) Visual Studio Code
11 8 (1.54%) ERwin
11 8 (1.54%) Mockito
12 7 (1.35%) ER Studio
12 7 (1.35%) Gradle
12 7 (1.35%) PowerDesigner
13 5 (0.97%) GoCD
13 5 (0.97%) Travis CI
14 4 (0.77%) Octopus Deploy
General
1 109 (21.04%) Finance
2 35 (6.76%) Retail
3 32 (6.18%) Banking
4 18 (3.47%) Law
5 13 (2.51%) Games
6 11 (2.12%) Investment Banking
7 10 (1.93%) Financial Institution
8 9 (1.74%) Marketing
8 9 (1.74%) Publishing
9 5 (0.97%) Legal
10 4 (0.77%) Public Sector
11 3 (0.58%) Billing
12 2 (0.39%) Front Office
12 2 (0.39%) Pharmaceutical
13 1 (0.19%) Multimedia
13 1 (0.19%) Telecoms
Job Titles
1 283 (54.63%) Developer
2 123 (23.75%) Senior Developer
3 114 (22.01%) Java Developer
4 69 (13.32%) Data Engineer
5 51 (9.85%) Senior Java Developer
6 47 (9.07%) .NET Developer
7 44 (8.49%) C# Developer
7 44 (8.49%) Python Engineer
8 35 (6.76%) Software Engineer
9 31 (5.98%) NoSQL Developer
10 28 (5.41%) Lead Developer
11 27 (5.21%) Python Developer
12 22 (4.25%) Java Engineer
13 20 (3.86%) Architect
13 20 (3.86%) AWS Developer
13 20 (3.86%) NoSQL Engineer
14 19 (3.67%) Big Data Engineer
14 19 (3.67%) Senior .NET Developer
15 18 (3.47%) SQL Developer
16 17 (3.28%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 95 (18.34%) .NET
2 93 (17.95%) REST
3 89 (17.18%) Spring
4 87 (16.80%) CSS
5 79 (15.25%) React
6 78 (15.06%) Web Services
7 66 (12.74%) HTML
8 64 (12.36%) .NET Core
9 62 (11.97%) jQuery
10 60 (11.58%) Kafka
10 60 (11.58%) Node.js
10 60 (11.58%) RESTful
11 53 (10.23%) AngularJS
12 50 (9.65%) ASP.NET Web API
13 38 (7.34%) Spring Boot
14 37 (7.14%) Twitter Bootstrap
15 31 (5.98%) .NET Framework
16 28 (5.41%) J2EE
17 27 (5.21%) Ajax
17 27 (5.21%) JMS
Miscellaneous
1 64 (12.36%) Analytical Skills
2 43 (8.30%) Greenfield Project
3 36 (6.95%) Data Structures
4 32 (6.18%) Algorithms
5 25 (4.83%) N-Tier
6 15 (2.90%) Enterprise Software
6 15 (2.90%) User Experience
7 10 (1.93%) Equities
8 9 (1.74%) Reinsurance
9 8 (1.54%) Management Information System
9 8 (1.54%) Public Cloud
10 7 (1.35%) Hedge funds
10 7 (1.35%) Market Risk
11 6 (1.16%) Anti-Piracy
12 5 (0.97%) Self-Motivation
12 5 (0.97%) Spread Betting
13 4 (0.77%) Internet of Things
13 4 (0.77%) Linux Command Line
14 3 (0.58%) Derivative
14 3 (0.58%) Social Media
Operating Systems
1 112 (21.62%) Linux
2 55 (10.62%) Windows
3 30 (5.79%) Unix
4 18 (3.47%) Mac OS
5 9 (1.74%) CentOS
6 8 (1.54%) Ubuntu
7 4 (0.77%) Windows 10
7 4 (0.77%) Windows Server
8 2 (0.39%) Android
8 2 (0.39%) Debian
8 2 (0.39%) Solaris
9 1 (0.19%) Apple iOS
9 1 (0.19%) DC/OS
Processes & Methodologies
1 234 (45.17%) Agile Software Development
2 171 (33.01%) Microservices
3 139 (26.83%) TDD
4 121 (23.36%) Software Engineering
5 120 (23.17%) DevOps
6 96 (18.53%) Test Automation
7 81 (15.64%) MVC
8 75 (14.48%) Analytics
8 75 (14.48%) OO
9 73 (14.09%) Problem-Solving
10 60 (11.58%) Machine Learning
11 57 (11.00%) Fintech
12 53 (10.23%) Scrum
13 52 (10.04%) Continuous Integration
13 52 (10.04%) SOLID
14 49 (9.46%) Business Intelligence
15 48 (9.27%) ETL
16 44 (8.49%) BDD
17 41 (7.92%) Computer Science
17 41 (7.92%) CRM
Programming Languages
1 240 (46.33%) SQL
2 230 (44.40%) Java
3 206 (39.77%) Python
4 179 (34.56%) JavaScript
5 130 (25.10%) C#
6 66 (12.74%) Scala
7 51 (9.85%) Java 8
8 31 (5.98%) T-SQL
9 29 (5.60%) Ruby
10 27 (5.21%) Bash Shell
11 25 (4.83%) PHP
12 21 (4.05%) TypeScript
13 16 (3.09%) C++
13 16 (3.09%) R
14 14 (2.70%) Go
15 13 (2.51%) Groovy
16 8 (1.54%) Kotlin
17 7 (1.35%) ES6
17 7 (1.35%) Perl
17 7 (1.35%) PL/SQL
Qualifications
1 58 (11.20%) Degree
2 36 (6.95%) Computer Science Degree
3 4 (0.77%) AWS Certification
3 4 (0.77%) DV Cleared
3 4 (0.77%) Security Cleared
4 3 (0.58%) Master's Degree
4 3 (0.58%) Microsoft Certification
5 2 (0.39%) MCP
6 1 (0.19%) MCSA
6 1 (0.19%) MCSE
6 1 (0.19%) Six Sigma Black Belt
Quality Assurance & Compliance
1 15 (2.90%) QA
2 10 (1.93%) Data Quality
3 4 (0.77%) GDPR
3 4 (0.77%) ISO/IEC 27001
4 1 (0.19%) SLA
System Software
1 133 (25.68%) Docker
2 10 (1.93%) Varnish
3 6 (1.16%) HDFS
4 5 (0.97%) Apache Flume
5 4 (0.77%) KVM
5 4 (0.77%) oVirt
5 4 (0.77%) QEMU
6 3 (0.58%) VMware Infrastructure
7 2 (0.39%) Active Directory
7 2 (0.39%) Apache ZooKeeper
8 1 (0.19%) Oracle RAC
Systems Management
1 59 (11.39%) Kubernetes
2 15 (2.90%) Terraform
3 12 (2.32%) Ansible
4 8 (1.54%) Puppet
5 6 (1.16%) Prometheus
5 6 (1.16%) Rancher
6 5 (0.97%) Grafana
6 5 (0.97%) Hadoop YARN
6 5 (0.97%) Opscode Chef
7 2 (0.39%) Data Guard
7 2 (0.39%) Kibana
7 2 (0.39%) Nagios
8 1 (0.19%) Check_MK
8 1 (0.19%) Docker Swarm
8 1 (0.19%) Icinga
8 1 (0.19%) logstash
8 1 (0.19%) Marathon
8 1 (0.19%) Oozie
8 1 (0.19%) Packer
Vendors
1 49 (9.46%) Oracle
2 43 (8.30%) Microsoft
3 35 (6.76%) Google
4 27 (5.21%) Tableau
5 25 (4.83%) Nintex
6 18 (3.47%) Salesforce.com
7 14 (2.70%) Zend
8 12 (2.32%) Cloudera
9 10 (1.93%) Fidessa
10 8 (1.54%) Informatica
10 8 (1.54%) Red Hat
10 8 (1.54%) Splunk
11 6 (1.16%) Talend
11 6 (1.16%) VMware
12 5 (0.97%) Apple
12 5 (0.97%) Databricks
12 5 (0.97%) EXASOL
13 4 (0.77%) Atlassian
13 4 (0.77%) IBM
14 3 (0.58%) Adobe