Period
to 24 April 2018

The following table provides summary statistics for contract job vacancies advertised in 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 April 2018 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
England > London
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 78 123 98
Rank change year-on-year +45 -25 +81
Contract jobs citing NoSQL 1,435 843 1,139
As % of all contract IT jobs advertised in London 3.11% 2.12% 2.59%
As % of the Database & Business Intelligence category 12.69% 8.61% 10.77%
Number of daily rates quoted 1,155 651 932
London median daily rate £525 £525 £525
10th Percentile £413 £388 £376
90th Percentile £650 £650 £638
England median daily rate £513 £475 £500
% change year-on-year +7.89% -5.00% +11.11%
Number of hourly rates quoted 2 1 0
London median hourly rate £71.25 £47.50 -
Median hourly rate % change year-on-year +50.00% - -
England median hourly rate £48.75 £48.00 £40.00
% change year-on-year +1.56% +20.00% -

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11,308 9,790 10,575
As % of all contract IT jobs advertised in London 24.53% 24.62% 24.04%
Number of daily rates quoted 8,530 7,044 7,640
London median daily rate £513 £480 £475
Median daily rate % change year-on-year +6.77% +1.05% +5.56%
10th Percentile £356 £325 £313
90th Percentile £663 £647 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 85 40 69
London median hourly rate £30.00 £34.50 £26.00
Median hourly rate % change year-on-year -13.04% +32.69% -13.33%
10th Percentile £19.05 £16.53 £16.13
90th Percentile £44.92 £47.63 £67.80
England median hourly rate £32.50 £29.00 £25.44
% change year-on-year +12.07% +13.99% -15.20%

NoSQL
Job Vacancy Trend in London

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

Job vacancy trend for NoSQL in London

NoSQL
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for NoSQL in London

NoSQL
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing NoSQL in London over the 6 months to 24 April 2018.

Contractor daily rate histogram for NoSQL in London

NoSQL
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing NoSQL in London.

Contractor hourly rate trend for NoSQL in London

NoSQL
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing NoSQL in London over the 6 months to 24 April 2018.

Contractor hourly rate histogram for NoSQL in London

NoSQL
Contract Job Locations in 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 London region over the 6 months to 24 April 2018. 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
Central London +3 290 £525 - 103
West London +28 113 £525 +10.53% 71
South London +10 62 £525 +35.48% 16
East London +13 33 £563 -2.17% 27
North London -1 2 £388 -43.64%
NoSQL
England

For the 6 months to 24 April 2018, 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 London region with a requirement for NoSQL.

1 889 (61.95%) Agile Software Development
2 814 (56.72%) Java
3 575 (40.07%) TDD
4 556 (38.75%) Amazon AWS
5 506 (35.26%) SQL
6 475 (33.10%) MongoDB
7 425 (29.62%) Continuous Integration
8 417 (29.06%) Microservices
9 414 (28.85%) DevOps
10 404 (28.15%) Python
11 364 (25.37%) Docker
12 330 (23.00%) MySQL
13 329 (22.93%) BDD
14 322 (22.44%) RESTful
15 316 (22.02%) JavaScript
16 315 (21.95%) Big Data
17 309 (21.53%) Git (software)
18 304 (21.18%) Scala
19 298 (20.77%) Microsoft Azure
20 291 (20.28%) Jenkins
21 290 (20.21%) Apache Cassandra
22 289 (20.14%) Spring
23 283 (19.72%) Scrum
24 279 (19.44%) PostgreSQL
25 276 (19.23%) Finance
26 274 (19.09%) Kafka
26 274 (19.09%) Hadoop
27 265 (18.47%) Apache Spark
28 257 (17.91%) Linux
29 250 (17.42%) REST

NoSQL
Co-occurring IT Skills in 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
1 265 (18.47%) Apache Spark
2 183 (12.75%) Elasticsearch
3 169 (11.78%) Tomcat
4 146 (10.17%) Apache
5 103 (7.18%) WebLogic
6 99 (6.90%) OpenStack
7 94 (6.55%) WebSphere
8 52 (3.62%) Apache Pig
8 52 (3.62%) JBoss
9 40 (2.79%) nginx
10 37 (2.58%) Confluence
10 37 (2.58%) Jetty
11 33 (2.30%) CMS
11 33 (2.30%) NServiceBus
12 29 (2.02%) Apache Solr
13 28 (1.95%) Mule ESB
14 23 (1.60%) Cloud Foundry
14 23 (1.60%) MQSeries
15 22 (1.53%) Mule
16 16 (1.11%) Sitecore CMS
Applications
1 8 (0.56%) Microsoft Excel
2 2 (0.14%) Microsoft PowerPoint
2 2 (0.14%) SPSS
3 1 (0.070%) Chatbot
3 1 (0.070%) Gephi
3 1 (0.070%) HipChat
3 1 (0.070%) Microsoft Office
3 1 (0.070%) MS Visio
3 1 (0.070%) Shockwave
3 1 (0.070%) Spreadsheet
Business Applications
1 13 (0.91%) Payment Gateway
2 9 (0.63%) Dynamics CRM
3 4 (0.28%) HiPortfolio
4 1 (0.070%) Adobe Campaign
4 1 (0.070%) Dynamics GP
4 1 (0.070%) FastStats
4 1 (0.070%) Finacle
4 1 (0.070%) FLEXCUBE
4 1 (0.070%) ION MarketView
4 1 (0.070%) Markit EDM
4 1 (0.070%) PolarLake
4 1 (0.070%) Unica
Cloud Services
1 556 (38.75%) Amazon AWS
2 298 (20.77%) Microsoft Azure
3 73 (5.09%) Google Cloud Platform
4 65 (4.53%) GitHub
5 64 (4.46%) Amazon S3
6 48 (3.34%) Amazon EC2
7 41 (2.86%) Cloud Computing
8 40 (2.79%) PaaS
9 32 (2.23%) Serverless
10 28 (1.95%) Amazon Kinesis
10 28 (1.95%) Amazon SQS
11 24 (1.67%) IaaS
12 21 (1.46%) Amazon EMR
12 21 (1.46%) SaaS
13 20 (1.39%) AWS CloudFormation
13 20 (1.39%) AWS Lambda
14 15 (1.05%) Amazon ELB
15 13 (0.91%) Google Analytics
16 12 (0.84%) Azure Data Factory
17 11 (0.77%) Slack
Communications & Networking
1 92 (6.41%) HTTP
2 74 (5.16%) TCP/IP
3 52 (3.62%) DNS
4 38 (2.65%) SSL
5 35 (2.44%) FTP
6 32 (2.23%) Firewall
7 28 (1.95%) DHCP
7 28 (1.95%) IPsec
8 27 (1.88%) VPN
9 25 (1.74%) Internet
10 19 (1.32%) Kerberos
11 15 (1.05%) Reverse Proxy
12 8 (0.56%) BIG-IP
12 8 (0.56%) SMS
13 7 (0.49%) ICMP
14 2 (0.14%) Broadband
14 2 (0.14%) DSL
14 2 (0.14%) SAN
15 1 (0.070%) SMTP
15 1 (0.070%) VLAN
Database & Business Intelligence
1 475 (33.10%) MongoDB
2 330 (23.00%) MySQL
3 315 (21.95%) Big Data
4 290 (20.21%) Apache Cassandra
5 279 (19.44%) PostgreSQL
6 274 (19.09%) Hadoop
7 230 (16.03%) Relational Database
8 173 (12.06%) SQL Server
9 146 (10.17%) RDBMS
10 114 (7.94%) HBase
11 112 (7.80%) Apache Hive
12 97 (6.76%) Data Warehouse
13 96 (6.69%) Redis
14 69 (4.81%) Amazon DynamoDB
15 48 (3.34%) Amazon Redshift
16 39 (2.72%) Neo4j
17 36 (2.51%) BigQuery
17 36 (2.51%) Data Lake
18 35 (2.44%) Impala
19 27 (1.88%) Couchbase
Development Applications
1 309 (21.53%) Git (software)
2 291 (20.28%) Jenkins
3 120 (8.36%) Maven
4 94 (6.55%) JUnit
5 90 (6.27%) NUnit
6 89 (6.20%) Mockito
7 88 (6.13%) MSTest
8 76 (5.30%) Gradle
9 73 (5.09%) JIRA
10 70 (4.88%) Subversion
11 64 (4.46%) TeamCity
12 62 (4.32%) Cucumber
13 49 (3.41%) GitLab
14 44 (3.07%) Octopus Deploy
15 30 (2.09%) SonarQube
16 27 (1.88%) Travis CI
16 27 (1.88%) Visual Studio
17 25 (1.74%) JMeter
18 23 (1.60%) IntelliJ
18 23 (1.60%) webpack
General
1 276 (19.23%) Finance
2 132 (9.20%) Banking
3 77 (5.37%) Games
4 53 (3.69%) Marketing
4 53 (3.69%) Retail
5 41 (2.86%) Publishing
6 36 (2.51%) Investment Banking
7 32 (2.23%) Retail Banking
8 25 (1.74%) Legal
8 25 (1.74%) Telecoms
9 21 (1.46%) Front Office
10 14 (0.98%) Advertising
11 13 (0.91%) Law
12 8 (0.56%) Manufacturing
13 5 (0.35%) French Language
14 4 (0.28%) Back Office
14 4 (0.28%) Electronics
15 3 (0.21%) Billing
15 3 (0.21%) Digital Economy
16 2 (0.14%) Private Banking
Job Titles
1 882 (61.46%) Developer
2 423 (29.48%) Java Developer
3 210 (14.63%) Senior Developer
4 141 (9.83%) Architect
5 118 (8.22%) DevOps Engineer
6 114 (7.94%) Senior Java Developer
7 113 (7.87%) Data Engineer
8 105 (7.32%) Full Stack Developer
9 98 (6.83%) Scala Developer
10 90 (6.27%) .NET Developer
11 85 (5.92%) C# Developer
12 69 (4.81%) Data Architect
13 62 (4.32%) Agile Developer
14 55 (3.83%) Backend Developer
14 55 (3.83%) Big Data Engineer
14 55 (3.83%) Digital Developer
14 55 (3.83%) NoSQL Developer
15 53 (3.69%) AWS Developer
16 47 (3.28%) Big Data Developer
17 45 (3.14%) AWS Engineer
Libraries, Frameworks & Software Standards
1 322 (22.44%) RESTful
2 289 (20.14%) Spring
3 274 (19.09%) Kafka
4 250 (17.42%) REST
5 231 (16.10%) Web Services
6 214 (14.91%) AngularJS
7 184 (12.82%) .NET
8 178 (12.40%) Node.js
9 157 (10.94%) React
10 136 (9.48%) HTML
11 122 (8.50%) Hibernate
12 112 (7.80%) RabbitMQ
13 108 (7.53%) Spring Boot
14 96 (6.69%) JSON
15 90 (6.27%) CSS
16 88 (6.13%) HTML5
17 82 (5.71%) SOAP
18 77 (5.37%) XML
19 69 (4.81%) Elastic Stack
20 64 (4.46%) ASP.NET
Miscellaneous
1 133 (9.27%) Greenfield Project
2 81 (5.64%) Algorithms
3 76 (5.30%) Computer Science
4 71 (4.95%) Analytical Skills
5 66 (4.60%) Fintech
6 41 (2.86%) Data Structures
7 29 (2.02%) Mobile App
7 29 (2.02%) User Experience
8 28 (1.95%) Enterprise Software
9 22 (1.53%) Derivative
10 18 (1.25%) Linux Command Line
10 18 (1.25%) Self-Motivation
11 17 (1.18%) Data Centre
11 17 (1.18%) Public Cloud
12 16 (1.11%) Credit Risk
12 16 (1.11%) iPad
12 16 (1.11%) Virtual Team
13 15 (1.05%) Fixed Income
13 15 (1.05%) Online Games
14 14 (0.98%) PKI
Operating Systems
1 257 (17.91%) Linux
2 150 (10.45%) Unix
3 70 (4.88%) Windows
4 26 (1.81%) Red Hat Enterprise Linux
5 25 (1.74%) CentOS
6 20 (1.39%) Android
7 17 (1.18%) Ubuntu
8 16 (1.11%) Apple iOS
9 13 (0.91%) Windows Server
10 10 (0.70%) Windows Server 2008
11 9 (0.63%) Mac OS X
12 8 (0.56%) VMS
13 2 (0.14%) CoreOS
13 2 (0.14%) Debian
13 2 (0.14%) Windows 2000
13 2 (0.14%) Windows Vista
14 1 (0.070%) SUSE Linux Enterprise Server
14 1 (0.070%) Windows 10
14 1 (0.070%) Windows Server 2012
Processes & Methodologies
1 889 (61.95%) Agile Software Development
2 575 (40.07%) TDD
3 425 (29.62%) Continuous Integration
4 417 (29.06%) Microservices
5 414 (28.85%) DevOps
6 329 (22.93%) BDD
7 283 (19.72%) Scrum
8 214 (14.91%) OO
9 191 (13.31%) Software Engineering
10 182 (12.68%) Analytics
11 177 (12.33%) Test Automation
12 165 (11.50%) Open Source
13 160 (11.15%) Pair Programming
14 156 (10.87%) MVC
15 135 (9.41%) Machine Learning
16 127 (8.85%) E-Commerce
16 127 (8.85%) Kanban
17 123 (8.57%) Continuous Delivery
18 120 (8.36%) Data Science
19 107 (7.46%) Digital Transformation Programme
Programming Languages
1 814 (56.72%) Java
2 506 (35.26%) SQL
3 404 (28.15%) Python
4 316 (22.02%) JavaScript
5 304 (21.18%) Scala
6 231 (16.10%) Java 8
7 225 (15.68%) C#
8 127 (8.85%) Ruby
9 100 (6.97%) Bash Shell
10 67 (4.67%) Groovy
11 64 (4.46%) C++
11 64 (4.46%) R
12 59 (4.11%) Go
13 58 (4.04%) Perl
14 54 (3.76%) PHP
15 52 (3.62%) Shell Script
16 41 (2.86%) ES6
17 40 (2.79%) C
18 29 (2.02%) TypeScript
19 25 (1.74%) Java 9
Qualifications
1 94 (6.55%) Degree
2 58 (4.04%) Security Cleared
3 44 (3.07%) Computer Science Degree
4 36 (2.51%) SC Cleared
5 16 (1.11%) Numerate Degree
6 15 (1.05%) CTC Cleared
7 13 (0.91%) Master's Degree
8 8 (0.56%) DBS Check
8 8 (0.56%) PhD
9 5 (0.35%) AWS Certification
10 4 (0.28%) BPSS Clearance
11 3 (0.21%) DV Cleared
12 2 (0.14%) Sun Certification
13 1 (0.070%) ACCA
13 1 (0.070%) ISEB
13 1 (0.070%) ISTQB
13 1 (0.070%) MCSD
13 1 (0.070%) Microsoft Certification
Quality Assurance & Compliance
1 63 (4.39%) QA
2 37 (2.58%) Data Quality
3 35 (2.44%) GCP
4 18 (1.25%) GDPR
5 2 (0.14%) Disclosure Scotland
6 1 (0.070%) HL7
6 1 (0.070%) PCI DSS
6 1 (0.070%) PSD2
System Software
1 364 (25.37%) Docker
2 68 (4.74%) HDFS
3 55 (3.83%) Apache Flume
4 40 (2.79%) Virtual Machines
5 24 (1.67%) Apache ZooKeeper
6 19 (1.32%) Active Directory
7 11 (0.77%) VMware Infrastructure
8 9 (0.63%) Xen
9 4 (0.28%) Virtual Servers
10 3 (0.21%) etcd
11 2 (0.14%) Ceph
11 2 (0.14%) flannel
11 2 (0.14%) GlusterFS
11 2 (0.14%) iptables
11 2 (0.14%) SkyDNS
11 2 (0.14%) Varnish
11 2 (0.14%) vCloud
12 1 (0.070%) KVM
12 1 (0.070%) oVirt
Systems Management
1 232 (16.17%) Ansible
2 222 (15.47%) Puppet
3 214 (14.91%) Opscode Chef
4 193 (13.45%) Kubernetes
5 57 (3.97%) Kibana
6 54 (3.76%) Terraform
7 51 (3.55%) Grafana
8 48 (3.34%) logstash
9 39 (2.72%) Oozie
10 32 (2.23%) Mesos
11 23 (1.60%) Rancher
12 21 (1.46%) Cobbler
12 21 (1.46%) ITRS Geneos
13 20 (1.39%) Single Sign-On
14 15 (1.05%) Hadoop YARN
14 15 (1.05%) HAProxy
14 15 (1.05%) Prometheus
15 13 (0.91%) CA Single Sign-On
15 13 (0.91%) Marathon
15 13 (0.91%) OpenSSO
Vendors
1 169 (11.78%) Oracle
2 136 (9.48%) Microsoft
3 98 (6.83%) Google
4 88 (6.13%) Splunk
5 58 (4.04%) AppDynamics
6 48 (3.34%) Cloudera
7 34 (2.37%) Hortonworks
8 32 (2.23%) Tableau
9 26 (1.81%) IBM
10 25 (1.74%) Talend
11 19 (1.32%) MapR
11 19 (1.32%) Salesforce.com
12 17 (1.18%) Sitecore
13 16 (1.11%) Informatica
14 15 (1.05%) VMware
15 14 (0.98%) Atlassian
15 14 (0.98%) Capita
15 14 (0.98%) Red Hat
16 13 (0.91%) Apigee
17 12 (0.84%) Alteryx