Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 19 November 2019

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 19 November 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

NoSQL
Central London > City of London
6 months to
19 Nov 2019		 Same period 2018 Same period 2017
Rank 103 72 93
Rank change year-on-year -31 +21 +13
Contract jobs citing NoSQL 132 246 189
As % of all contract IT jobs advertised in the City of London 2.24% 3.51% 2.69%
As % of the Database & Business Intelligence category 9.11% 13.91% 11.02%
Number of daily rates quoted 113 214 168
City of London median daily rate £538 £550 £525
Median daily rate % change year-on-year -2.27% +4.76% +16.67%
10th Percentile £410 £416 £411
90th Percentile £708 £693 £679
Central London median daily rate £538 £550 £525
% change year-on-year -2.27% +4.76% +16.67%
Number of hourly rates quoted 1 0 0
City of London median hourly rate £21.50 - -
Central London median hourly rate £21.50 - -

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract 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
Contract vacancies with a requirement for database or business intelligence skills 1,449 1,768 1,715
As % of all contract IT jobs advertised in the City of London 24.61% 25.22% 24.40%
Number of daily rates quoted 1,144 1,414 1,392
City of London median daily rate £525 £525 £525
10th Percentile £388 £370 £363
90th Percentile £684 £675 £688
Central London median daily rate £525 £525 £525
Number of hourly rates quoted 5 10 11
City of London median hourly rate £44.57 £29.80 £27.50
Median hourly rate % change year-on-year +49.57% +8.35% -38.89%
10th Percentile £21.20 £18.60 £20.75
90th Percentile £86.70 £48.05 £33.25
Central London median hourly rate £39.78 £29.80 £25.99
% change year-on-year +33.52% +14.63% -42.24%

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
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in the City of London.

Contractor daily rate trend for NoSQL in the City of London

NoSQL
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing NoSQL in the City of London over the 6 months to 19 November 2019.

Contractor daily rate histogram for NoSQL in the City of London

NoSQL
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the City of London region over the 6 months to 19 November 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Moorgate - 7 £500 -
NoSQL
Central London

For the 6 months to 19 November 2019, IT contractor 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 contract job ads across the City of London region with a requirement for NoSQL.

1 66 (50.00%) Java
1 66 (50.00%) Microservices
2 64 (48.48%) Agile Software Development
3 62 (46.97%) SQL
4 46 (34.85%) AWS
5 45 (34.09%) TDD
6 44 (33.33%) Docker
7 41 (31.06%) Kubernetes
8 37 (28.03%) Kafka
9 36 (27.27%) MongoDB
9 36 (27.27%) DevOps
10 35 (26.52%) Python
11 34 (25.76%) Spring
12 31 (23.48%) Finance
12 31 (23.48%) Software Engineering
13 29 (21.97%) Azure
14 28 (21.21%) OO
15 27 (20.45%) Hadoop
16 26 (19.70%) RESTful
17 24 (18.18%) JavaScript
18 23 (17.42%) BDD
18 23 (17.42%) Big Data
19 22 (16.67%) Spring Boot
19 22 (16.67%) Greenfield Project
19 22 (16.67%) Scala
20 21 (15.91%) Apache Cassandra
20 21 (15.91%) Apache Spark
21 20 (15.15%) Elasticsearch
22 19 (14.39%) Data Structures
22 19 (14.39%) Analytics

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 21 (15.91%) Apache Spark
2 20 (15.15%) Elasticsearch
3 13 (9.85%) JBoss
4 7 (5.30%) Apache
4 7 (5.30%) Jetty
4 7 (5.30%) Tomcat
5 4 (3.03%) Apache Airflow
5 4 (3.03%) Confluence
5 4 (3.03%) Luigi
6 1 (0.76%) IIS
6 1 (0.76%) Mule
6 1 (0.76%) NServiceBus
6 1 (0.76%) SAS
6 1 (0.76%) SharePoint
6 1 (0.76%) WebSphere
6 1 (0.76%) WildFly
Applications
1 1 (0.76%) Microsoft Excel
1 1 (0.76%) Microsoft Office
1 1 (0.76%) MS Visio
Business Applications
1 1 (0.76%) FINCAD Analytics
1 1 (0.76%) SAP Oil and Gas
1 1 (0.76%) Sparx Enterprise Architect
Cloud Services
1 46 (34.85%) AWS
2 29 (21.97%) Azure
3 15 (11.36%) GCP
4 9 (6.82%) Amazon S3
5 6 (4.55%) AWS Lambda
5 6 (4.55%) GitHub
5 6 (4.55%) Serverless
6 5 (3.79%) Cloud Computing
7 4 (3.03%) Amazon EC2
7 4 (3.03%) Amazon SQS
8 3 (2.27%) Amazon EMR
8 3 (2.27%) Power Platform
9 2 (1.52%) Amazon ECS
9 2 (1.52%) Amazon Kinesis
9 2 (1.52%) AWS CloudFormation
9 2 (1.52%) AWS CodePipeline
9 2 (1.52%) AWS Fargate
9 2 (1.52%) CloudFront
9 2 (1.52%) OpenShift
9 2 (1.52%) SaaS
Communications & Networking
1 5 (3.79%) HTTP
2 1 (0.76%) DHCP
2 1 (0.76%) DNS
2 1 (0.76%) Firewall
2 1 (0.76%) FTP
2 1 (0.76%) IPsec
2 1 (0.76%) NetScaler
2 1 (0.76%) SSL
2 1 (0.76%) TCP/IP
Database & Business Intelligence
1 36 (27.27%) MongoDB
2 27 (20.45%) Hadoop
3 23 (17.42%) Big Data
4 21 (15.91%) Apache Cassandra
5 18 (13.64%) PostgreSQL
6 13 (9.85%) MySQL
6 13 (9.85%) Relational Database
7 12 (9.09%) SQL Server
8 10 (7.58%) Couchbase
8 10 (7.58%) HBase
8 10 (7.58%) Redis
9 8 (6.06%) Data Warehouse
10 7 (5.30%) Cosmos DB
11 5 (3.79%) Amazon DynamoDB
11 5 (3.79%) RDBMS
12 4 (3.03%) Azkaban
12 4 (3.03%) Data Lake
13 3 (2.27%) Amazon RDS
13 3 (2.27%) Apache Hive
13 3 (2.27%) Power BI
Development Applications
1 19 (14.39%) Git (software)
2 12 (9.09%) Jenkins
3 9 (6.82%) Maven
4 8 (6.06%) JUnit
5 7 (5.30%) JIRA
6 6 (4.55%) Cucumber
7 4 (3.03%) Gradle
7 4 (3.03%) NUnit
7 4 (3.03%) Selenium
7 4 (3.03%) TestNG
8 3 (2.27%) Mockito
8 3 (2.27%) Team Foundation Server
8 3 (2.27%) Visual Studio
9 2 (1.52%) Atlassian Bamboo
9 2 (1.52%) Bitbucket
9 2 (1.52%) GitLab
9 2 (1.52%) Octopus Deploy
9 2 (1.52%) Spock
9 2 (1.52%) TeamCity
10 1 (0.76%) Liquibase
General
1 31 (23.48%) Finance
2 10 (7.58%) Banking
3 5 (3.79%) Retail
4 3 (2.27%) Marketing
4 3 (2.27%) Public Sector
5 2 (1.52%) Advertising
5 2 (1.52%) Financial Institution
5 2 (1.52%) Front Office
5 2 (1.52%) Games
6 1 (0.76%) Investment Banking
6 1 (0.76%) Italian Language
6 1 (0.76%) Legal
6 1 (0.76%) Publishing
Job Titles
1 75 (56.82%) Developer
2 32 (24.24%) Java Developer
3 14 (10.61%) Data Engineer
4 13 (9.85%) Senior Developer
5 10 (7.58%) Architect
6 9 (6.82%) DevOps Engineer
6 9 (6.82%) Full Stack Developer
6 9 (6.82%) Scala Developer
7 7 (5.30%) .NET Developer
7 7 (5.30%) Python Developer
7 7 (5.30%) Senior Java Developer
8 6 (4.55%) Python Engineer
8 6 (4.55%) Software Engineer
9 5 (3.79%) C# Developer
9 5 (3.79%) Java Engineer
10 4 (3.03%) Azure Engineer
10 4 (3.03%) Data Scientist
10 4 (3.03%) Java Software Engineer
10 4 (3.03%) Ruby Developer
11 3 (2.27%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 37 (28.03%) Kafka
2 34 (25.76%) Spring
3 26 (19.70%) RESTful
4 22 (16.67%) Spring Boot
5 19 (14.39%) .NET
6 17 (12.88%) Node.js
7 15 (11.36%) REST
8 14 (10.61%) HTML
9 13 (9.85%) Hibernate
9 13 (9.85%) RabbitMQ
9 13 (9.85%) Web Services
10 12 (9.09%) AngularJS
10 12 (9.09%) CSS
11 10 (7.58%) .NET Core
11 10 (7.58%) JSON
12 9 (6.82%) Akka
12 9 (6.82%) Play Framework
12 9 (6.82%) React
13 8 (6.06%) .NET Framework
14 7 (5.30%) HTML5
Miscellaneous
1 22 (16.67%) Greenfield Project
2 19 (14.39%) Data Structures
3 11 (8.33%) Algorithms
4 9 (6.82%) Analytical Skills
5 7 (5.30%) User Experience
6 5 (3.79%) Public Cloud
7 3 (2.27%) Cloud Native
8 2 (1.52%) Data Centre
8 2 (1.52%) Enterprise Software
8 2 (1.52%) Fixed Income
8 2 (1.52%) Hedge funds
8 2 (1.52%) Hybrid Cloud
8 2 (1.52%) Self-Motivation
9 1 (0.76%) Analytical Mindset
9 1 (0.76%) Derivative
9 1 (0.76%) e-Learning
9 1 (0.76%) Grid Computing
9 1 (0.76%) Market Risk
9 1 (0.76%) Social Media
9 1 (0.76%) Spread Betting
Operating Systems
1 11 (8.33%) Linux
2 4 (3.03%) Windows
3 3 (2.27%) Android
3 3 (2.27%) Unix
4 1 (0.76%) Apple iOS
Processes & Methodologies
1 66 (50.00%) Microservices
2 64 (48.48%) Agile Software Development
3 45 (34.09%) TDD
4 36 (27.27%) DevOps
5 31 (23.48%) Software Engineering
6 28 (21.21%) OO
7 23 (17.42%) BDD
8 19 (14.39%) Analytics
9 16 (12.12%) Digital Transformation Programme
9 16 (12.12%) OOP
10 15 (11.36%) Computer Science
10 15 (11.36%) Test Automation
11 13 (9.85%) Continuous Integration
11 13 (9.85%) Data Science
11 13 (9.85%) Machine Learning
12 11 (8.33%) Open Source
13 10 (7.58%) Data Modelling
13 10 (7.58%) Data Transformation
13 10 (7.58%) MVC
13 10 (7.58%) Scrum
Programming Languages
1 66 (50.00%) Java
2 62 (46.97%) SQL
3 35 (26.52%) Python
4 24 (18.18%) JavaScript
5 22 (16.67%) Scala
6 15 (11.36%) C#
7 10 (7.58%) C++
8 9 (6.82%) TypeScript
9 8 (6.06%) Java 8
10 7 (5.30%) Go
10 7 (5.30%) Ruby
11 6 (4.55%) T-SQL
12 5 (3.79%) AWK
13 4 (3.03%) sed
14 3 (2.27%) Bash Shell
14 3 (2.27%) R
15 2 (1.52%) Clojure
15 2 (1.52%) ClojureScript
15 2 (1.52%) Kotlin
15 2 (1.52%) PHP
Qualifications
1 13 (9.85%) Degree
2 2 (1.52%) Computer Science Degree
2 2 (1.52%) PhD
3 1 (0.76%) Numerate Degree
3 1 (0.76%) SC Cleared
3 1 (0.76%) Security Cleared
Quality Assurance & Compliance
1 4 (3.03%) QA
2 3 (2.27%) Data Quality
3 1 (0.76%) GDPR
System Software
1 44 (33.33%) Docker
2 2 (1.52%) Virtual Machines
3 1 (0.76%) Active Directory
3 1 (0.76%) Apache ZooKeeper
3 1 (0.76%) HDFS
3 1 (0.76%) Microsoft App-V
3 1 (0.76%) Oracle RAC
3 1 (0.76%) Varnish
3 1 (0.76%) Virtual Desktop
3 1 (0.76%) VirtualBox
3 1 (0.76%) XenApp
3 1 (0.76%) XenDesktop
Systems Management
1 41 (31.06%) Kubernetes
2 13 (9.85%) Ansible
3 10 (7.58%) Opscode Chef
4 9 (6.82%) Marathon
4 9 (6.82%) Mesos
4 9 (6.82%) Puppet
4 9 (6.82%) Terraform
5 7 (5.30%) Cobbler
6 2 (1.52%) Consul
6 2 (1.52%) Kibana
6 2 (1.52%) logstash
7 1 (0.76%) Data Guard
7 1 (0.76%) Docker Swarm
7 1 (0.76%) ITRS Geneos
7 1 (0.76%) Microsoft Intune
7 1 (0.76%) MIIS
7 1 (0.76%) Oracle Enterprise Manager
7 1 (0.76%) Salt
7 1 (0.76%) SCCM
7 1 (0.76%) Single Sign-On
Vendors
1 14 (10.61%) Microsoft
2 7 (5.30%) Oracle
3 5 (3.79%) Google
4 3 (2.27%) Informatica
4 3 (2.27%) Talend
5 2 (1.52%) Atlassian
5 2 (1.52%) Cloudera
5 2 (1.52%) IBM
5 2 (1.52%) SAP
5 2 (1.52%) ServiceNow
5 2 (1.52%) Tableau
6 1 (0.76%) Bloomberg
6 1 (0.76%) Citrix
6 1 (0.76%) ForgeRock
6 1 (0.76%) Ivanti
6 1 (0.76%) Netezza
6 1 (0.76%) Palantir
6 1 (0.76%) Salesforce.com
6 1 (0.76%) Sybase
6 1 (0.76%) Teradata