Period
to 24 June 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 24 June 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
24 Jun 2019
Same period 2018 Same period 2017
Rank 95 77 92
Rank change year-on-year -18 +15 -7
Contract jobs citing NoSQL 162 218 170
As % of all contract IT jobs advertised in the City of London 2.52% 3.14% 2.72%
As % of the Database & Business Intelligence category 9.64% 12.51% 10.28%
Number of daily rates quoted 128 189 138
City of London median daily rate £575 £525 £525
Median daily rate % change year-on-year +9.52% - -
10th Percentile £413 £375 £403
90th Percentile £725 £671 £638
Central London median daily rate £550 £523 £525
% change year-on-year +5.26% -0.48% +5.00%
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 1,681 1,742 1,653
As % of all contract IT jobs advertised in the City of London 26.10% 25.12% 26.42%
Number of daily rates quoted 1,320 1,428 1,303
City of London median daily rate £536 £525 £500
Median daily rate % change year-on-year +2.14% +5.00% +5.26%
10th Percentile £406 £363 £328
90th Percentile £682 £675 £663
Central London median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 10 10 3
City of London median hourly rate £39.78 £22.25 £21.50
Median hourly rate % change year-on-year +78.80% +3.49% +13.16%
10th Percentile £22.15 £20.63 £20.75
90th Percentile £56.93 £36.90 £22.85
Central London median hourly rate £35.00 £30.00 £21.50
% change year-on-year +16.67% +39.53% +13.16%

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 24 June 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 24 June 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
London Bridge -31 10 £575 +4.55%
Moorgate - 1 - -
NoSQL
Central London

For the 6 months to 24 June 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 87 (53.70%) SQL
2 78 (48.15%) Java
3 76 (46.91%) Microservices
4 73 (45.06%) Docker
5 60 (37.04%) Amazon AWS
6 59 (36.42%) Agile Software Development
7 56 (34.57%) MongoDB
8 54 (33.33%) Kubernetes
9 53 (32.72%) DevOps
10 50 (30.86%) Kafka
11 48 (29.63%) Python
12 46 (28.40%) TDD
13 40 (24.69%) Spring
14 39 (24.07%) Linux
15 37 (22.84%) Finance
16 36 (22.22%) BDD
17 35 (21.60%) JavaScript
18 32 (19.75%) Apache Cassandra
18 32 (19.75%) Java 8
19 30 (18.52%) Apache Spark
20 29 (17.90%) Microsoft Azure
21 28 (17.28%) Big Data
22 27 (16.67%) RESTful
23 26 (16.05%) Elasticsearch
24 25 (15.43%) Redis
24 25 (15.43%) Spring Boot
24 25 (15.43%) Git (software)
24 25 (15.43%) Software Engineering
25 24 (14.81%) REST
26 23 (14.20%) Scala

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 30 (18.52%) Apache Spark
2 26 (16.05%) Elasticsearch
3 6 (3.70%) Apache
4 5 (3.09%) Confluence
5 4 (2.47%) CMS
5 4 (2.47%) JBoss
6 3 (1.85%) Apache Airflow
6 3 (1.85%) nginx
7 2 (1.23%) Apache Pig
7 2 (1.23%) SharePoint
7 2 (1.23%) Tomcat
7 2 (1.23%) WebLogic
7 2 (1.23%) WebSphere
8 1 (0.62%) Apache Solr
8 1 (0.62%) EPiServer
8 1 (0.62%) Mule
8 1 (0.62%) OpenStack
8 1 (0.62%) Oracle Workflow
8 1 (0.62%) Sitecore CMS
8 1 (0.62%) Tornado
Applications
1 3 (1.85%) Microsoft Excel
2 1 (0.62%) Microsoft Office
2 1 (0.62%) MS Visio
Business Applications
1 2 (1.23%) Distributed Ledger
2 1 (0.62%) Eloqua
2 1 (0.62%) Oracle BPM
Cloud Services
1 60 (37.04%) Amazon AWS
2 29 (17.90%) Microsoft Azure
3 16 (9.88%) Google Cloud Platform
4 12 (7.41%) GitHub
5 10 (6.17%) Serverless
6 8 (4.94%) AWS Lambda
7 7 (4.32%) Amazon S3
7 7 (4.32%) OpenShift
7 7 (4.32%) Power Platform
8 6 (3.70%) Amazon Kinesis
9 4 (2.47%) Amazon EC2
9 4 (2.47%) Amazon ECS
9 4 (2.47%) Amazon EMR
10 3 (1.85%) Azure Data Factory
10 3 (1.85%) Cloud Computing
10 3 (1.85%) PaaS
11 2 (1.23%) Amazon SQS
11 2 (1.23%) AWS CodePipeline
11 2 (1.23%) Datadog
11 2 (1.23%) Quay.io
Communications & Networking
1 9 (5.56%) HTTP
2 5 (3.09%) TCP/IP
3 4 (2.47%) DNS
3 4 (2.47%) SSL
4 3 (1.85%) AMQP
4 3 (1.85%) DHCP
4 3 (1.85%) FTP
4 3 (1.85%) IPsec
5 2 (1.23%) Reverse Proxy
6 1 (0.62%) DSL
6 1 (0.62%) Ethernet
6 1 (0.62%) MPLS
6 1 (0.62%) VPN
6 1 (0.62%) WAN
Database & Business Intelligence
1 56 (34.57%) MongoDB
2 32 (19.75%) Apache Cassandra
3 28 (17.28%) Big Data
4 25 (15.43%) Redis
5 22 (13.58%) Hadoop
5 22 (13.58%) MySQL
6 18 (11.11%) SQL Server
7 16 (9.88%) Relational Database
8 12 (7.41%) Data Lake
9 11 (6.79%) Amazon DynamoDB
9 11 (6.79%) Couchbase
10 10 (6.17%) Data Warehouse
10 10 (6.17%) PostgreSQL
11 9 (5.56%) RDBMS
11 9 (5.56%) Riak
12 8 (4.94%) HBase
13 7 (4.32%) Apache Hive
13 7 (4.32%) Power BI
14 5 (3.09%) Cosmos DB
14 5 (3.09%) Impala
Development Applications
1 25 (15.43%) Git (software)
2 19 (11.73%) Jenkins
3 15 (9.26%) Maven
4 9 (5.56%) JIRA
5 7 (4.32%) Team Foundation Server
6 6 (3.70%) Subversion
7 5 (3.09%) JUnit
7 5 (3.09%) Octopus Deploy
7 5 (3.09%) Visual Studio
7 5 (3.09%) Visual Studio Team System
8 4 (2.47%) Cucumber
8 4 (2.47%) gulp
9 3 (1.85%) GitLab
9 3 (1.85%) Grunt
9 3 (1.85%) Karma Test Runner
9 3 (1.85%) TeamCity
9 3 (1.85%) Travis CI
10 2 (1.23%) Atlassian Bamboo
10 2 (1.23%) jMock
10 2 (1.23%) Selenium
General
1 37 (22.84%) Finance
2 21 (12.96%) Banking
3 8 (4.94%) Retail
4 7 (4.32%) Front Office
5 6 (3.70%) Investment Banking
6 4 (2.47%) Games
7 1 (0.62%) Advertising
7 1 (0.62%) Back Office
7 1 (0.62%) Italian Language
7 1 (0.62%) Marketing
7 1 (0.62%) Prime Brokerage
7 1 (0.62%) Publishing
7 1 (0.62%) Retail Banking
Job Titles
1 85 (52.47%) Developer
2 37 (22.84%) Java Developer
3 22 (13.58%) Senior Developer
4 20 (12.35%) Architect
5 18 (11.11%) Data Engineer
6 17 (10.49%) Senior Java Developer
7 12 (7.41%) Python Developer
7 12 (7.41%) Scala Developer
8 9 (5.56%) DevOps Engineer
8 9 (5.56%) Java Engineer
9 7 (4.32%) JavaScript Developer
10 6 (3.70%) Data Architect
10 6 (3.70%) Software Engineer
11 5 (3.09%) Big Data Engineer
11 5 (3.09%) Kubernetes Engineer
11 5 (3.09%) React Developer
12 4 (2.47%) Azure Architect
12 4 (2.47%) Linux DevOps Engineer
12 4 (2.47%) Linux Engineer
12 4 (2.47%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 50 (30.86%) Kafka
2 40 (24.69%) Spring
3 27 (16.67%) RESTful
4 25 (15.43%) Spring Boot
5 24 (14.81%) REST
6 22 (13.58%) HTML
7 18 (11.11%) .NET
8 15 (9.26%) CSS
9 14 (8.64%) RabbitMQ
10 13 (8.02%) Hibernate
10 13 (8.02%) JSON
10 13 (8.02%) Node.js
10 13 (8.02%) Web Services
10 13 (8.02%) XML
11 12 (7.41%) Akka
12 10 (6.17%) Play Framework
12 10 (6.17%) React
12 10 (6.17%) Redux
13 8 (4.94%) AngularJS
13 8 (4.94%) WebSockets
Miscellaneous
1 16 (9.88%) Greenfield Project
2 15 (9.26%) Data Structures
3 13 (8.02%) Analytical Skills
4 8 (4.94%) Enterprise Software
5 6 (3.70%) Algorithms
6 5 (3.09%) Cloud Native
7 3 (1.85%) Fixed Income
7 3 (1.85%) Foreign Exchange (FX)
7 3 (1.85%) Public Cloud
7 3 (1.85%) User Experience
8 2 (1.23%) Data Centre
8 2 (1.23%) Digital Media
8 2 (1.23%) Self-Motivation
9 1 (0.62%) Cyberthreat
9 1 (0.62%) Hedge funds
9 1 (0.62%) OTC Derivatives
9 1 (0.62%) Private Cloud
9 1 (0.62%) SCADA
9 1 (0.62%) Social Media
9 1 (0.62%) Tandem
Operating Systems
1 39 (24.07%) Linux
2 6 (3.70%) Unix
3 3 (1.85%) Windows
4 2 (1.23%) CoreOS
5 1 (0.62%) Ubuntu
Processes & Methodologies
1 76 (46.91%) Microservices
2 59 (36.42%) Agile Software Development
3 53 (32.72%) DevOps
4 46 (28.40%) TDD
5 36 (22.22%) BDD
6 25 (15.43%) Software Engineering
7 23 (14.20%) OO
7 23 (14.20%) Problem-Solving
8 18 (11.11%) Continuous Integration
9 17 (10.49%) Test Automation
10 16 (9.88%) Analytics
10 16 (9.88%) Machine Learning
10 16 (9.88%) OOP
11 13 (8.02%) Open Source
11 13 (8.02%) Scrum
12 12 (7.41%) API Design
12 12 (7.41%) Data Modelling
12 12 (7.41%) Data Science
12 12 (7.41%) Fintech
13 11 (6.79%) Business Intelligence
Programming Languages
1 87 (53.70%) SQL
2 78 (48.15%) Java
3 48 (29.63%) Python
4 35 (21.60%) JavaScript
5 32 (19.75%) Java 8
6 23 (14.20%) Scala
7 19 (11.73%) C#
8 12 (7.41%) Go
8 12 (7.41%) Ruby
9 11 (6.79%) Bash Shell
10 4 (2.47%) C++
10 4 (2.47%) ES6
11 3 (1.85%) ES7
11 3 (1.85%) Kotlin
11 3 (1.85%) PowerShell
11 3 (1.85%) R
11 3 (1.85%) Shell Script
11 3 (1.85%) T-SQL
12 2 (1.23%) Clojure
12 2 (1.23%) U-SQL
Qualifications
1 6 (3.70%) Security Cleared
2 4 (2.47%) Degree
3 3 (1.85%) DV Cleared
3 3 (1.85%) SC Cleared
4 1 (0.62%) SAFe Agilist
Quality Assurance & Compliance
1 8 (4.94%) Data Quality
2 7 (4.32%) QA
3 2 (1.23%) GDPR
System Software
1 73 (45.06%) Docker
2 6 (3.70%) HDFS
3 4 (2.47%) Apache Flume
3 4 (2.47%) etcd
4 3 (1.85%) Apache ZooKeeper
4 3 (1.85%) Virtual Machines
5 2 (1.23%) Ceph
5 2 (1.23%) flannel
5 2 (1.23%) GlusterFS
5 2 (1.23%) Oracle RAC
5 2 (1.23%) SkyDNS
6 1 (0.62%) Active Directory
Systems Management
1 54 (33.33%) Kubernetes
2 16 (9.88%) Terraform
3 10 (6.17%) Puppet
4 9 (5.56%) Marathon
4 9 (5.56%) Mesos
5 7 (4.32%) Ansible
6 4 (2.47%) Hadoop YARN
6 4 (2.47%) Opscode Chef
7 3 (1.85%) Consul
7 3 (1.85%) Kibana
7 3 (1.85%) rkt
8 2 (1.23%) Graphite
8 2 (1.23%) HAProxy
8 2 (1.23%) Host Intrusion Detection System
8 2 (1.23%) Istio
8 2 (1.23%) linkerd
8 2 (1.23%) Network Intrusion Detection System
8 2 (1.23%) Prometheus
8 2 (1.23%) Sysdig
9 1 (0.62%) Grafana
Vendors
1 14 (8.64%) Microsoft
2 11 (6.79%) Google
2 11 (6.79%) Oracle
3 5 (3.09%) Talend
4 4 (2.47%) Informatica
4 4 (2.47%) Teradata
5 3 (1.85%) Cloudera
5 3 (1.85%) Tableau
6 2 (1.23%) Adobe
6 2 (1.23%) Atlassian
6 2 (1.23%) IBM
6 2 (1.23%) MuleSoft
6 2 (1.23%) Murex
6 2 (1.23%) New Relic
6 2 (1.23%) StreamSets
6 2 (1.23%) Sybase
6 2 (1.23%) TIBCO
7 1 (0.62%) DoubleClick
7 1 (0.62%) Pega
7 1 (0.62%) Sitecore