Period
to 21 October 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 21 October 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
21 Oct 2018
Same period 2017 Same period 2016
Rank 83 87 106
Rank change year-on-year +4 +19 +51
Contract jobs citing NoSQL 1,415 1,351 1,063
As % of all contract IT jobs advertised in London 3.09% 3.00% 2.38%
As % of the Database & Business Intelligence category 12.46% 12.70% 10.38%
Number of daily rates quoted 1,127 1,072 828
London median daily rate £550 £525 £500
Median daily rate % change year-on-year +4.76% +5.00% -
10th Percentile £420 £406 £375
90th Percentile £688 £638 £650
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -
Number of hourly rates quoted 3 0 1
London median hourly rate £59.84 - £100.00
England median hourly rate £52.42 £37.00 £42.50
% change year-on-year +41.67% -12.94% -15.00%

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 11,360 10,638 10,241
As % of all contract IT jobs advertised in London 24.83% 23.61% 22.95%
Number of daily rates quoted 8,443 7,814 7,325
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £350 £313
90th Percentile £675 £650 £638
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 52 54 39
London median hourly rate £27.50 £26.88 £35.00
Median hourly rate % change year-on-year +2.30% -23.19% +55.56%
10th Percentile £16.55 £18.56 £15.25
90th Percentile £47.73 £58.75 £117.50
England median hourly rate £32.48 £30.50 £28.50
% change year-on-year +6.48% +7.02% +3.64%

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 21 October 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 21 October 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 21 October 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 +28 313 £550 +5.77% 99
West London -12 66 £525 - 65
South London -12 65 £525 - 9
East London -5 58 £538 +20.11% 23
North London - 4 £463 - 8
NoSQL
England

For the 6 months to 21 October 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.

1 817 (57.74%) Agile Software Development
2 742 (52.44%) Java
3 566 (40.00%) SQL
4 496 (35.05%) Amazon AWS
5 492 (34.77%) TDD
6 403 (28.48%) MongoDB
7 381 (26.93%) Microservices
8 380 (26.86%) Docker
9 355 (25.09%) Python
10 340 (24.03%) Git (software)
11 337 (23.82%) DevOps
12 320 (22.61%) Finance
13 317 (22.40%) JavaScript
14 310 (21.91%) Continuous Integration
15 294 (20.78%) BDD
16 290 (20.49%) Spring
17 289 (20.42%) Microsoft Azure
18 263 (18.59%) Kafka
18 263 (18.59%) Linux
19 257 (18.16%) MySQL
20 256 (18.09%) Node.js
21 254 (17.95%) Apache Cassandra
21 254 (17.95%) Relational Database
22 245 (17.31%) Big Data
23 238 (16.82%) Java 8
24 231 (16.33%) Jenkins
25 229 (16.18%) Ansible
26 224 (15.83%) Scrum
27 221 (15.62%) REST
28 217 (15.34%) Scala

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
1 203 (14.35%) Apache Spark
2 108 (7.63%) WebSphere
3 107 (7.56%) Elasticsearch
4 100 (7.07%) Apache
5 88 (6.22%) OpenStack
5 88 (6.22%) Tomcat
6 76 (5.37%) WebLogic
7 53 (3.75%) Confluence
8 39 (2.76%) Apache Solr
9 36 (2.54%) Apache Pig
10 34 (2.40%) nginx
11 20 (1.41%) JBoss
12 18 (1.27%) Apache Airflow
12 18 (1.27%) CMS
13 14 (0.99%) NServiceBus
14 13 (0.92%) MQSeries
15 10 (0.71%) Cloud Foundry
16 9 (0.64%) SharePoint
16 9 (0.64%) Sitecore CMS
17 8 (0.57%) Ethereum
Applications
1 10 (0.71%) Microsoft Excel
2 3 (0.21%) Photoshop
2 3 (0.21%) Spreadsheet
3 1 (0.071%) HipChat
3 1 (0.071%) InVision
3 1 (0.071%) Shockwave
3 1 (0.071%) Stata
Business Applications
1 4 (0.28%) ION MarketView
1 4 (0.28%) SDL Web 8
1 4 (0.28%) Unit4 Business World
2 3 (0.21%) Dynamics CRM
2 3 (0.21%) SAP MM
2 3 (0.21%) SAP Oil and Gas
2 3 (0.21%) SAP R/3
2 3 (0.21%) Sentinel
3 2 (0.14%) Markit EDM
3 2 (0.14%) PolarLake
4 1 (0.071%) Adobe Campaign
4 1 (0.071%) Distributed Ledger
4 1 (0.071%) Dynamics GP
4 1 (0.071%) FastStats
4 1 (0.071%) Payment Gateway
4 1 (0.071%) Unica
Cloud Services
1 496 (35.05%) Amazon AWS
2 289 (20.42%) Microsoft Azure
3 104 (7.35%) GitHub
4 65 (4.59%) Google Cloud Platform
5 56 (3.96%) Amazon EC2
6 55 (3.89%) Serverless
7 50 (3.53%) Amazon S3
8 48 (3.39%) PaaS
9 39 (2.76%) AWS Lambda
10 37 (2.61%) Amazon EMR
11 28 (1.98%) Amazon SQS
12 19 (1.34%) Amazon Kinesis
13 17 (1.20%) OpenShift
13 17 (1.20%) Virtual Private Cloud
14 15 (1.06%) Amazon Glacier
14 15 (1.06%) Cloud Computing
14 15 (1.06%) IaaS
15 14 (0.99%) Quay.io
16 13 (0.92%) Amazon ELB
16 13 (0.92%) SaaS
Communications & Networking
1 50 (3.53%) HTTP
1 50 (3.53%) TCP/IP
2 30 (2.12%) AMQP
3 29 (2.05%) DNS
4 28 (1.98%) Firewall
5 27 (1.91%) SSL
6 21 (1.48%) FTP
7 15 (1.06%) DHCP
7 15 (1.06%) IPsec
7 15 (1.06%) VPN
8 11 (0.78%) RTMP
9 7 (0.49%) Kerberos
10 5 (0.35%) LAN
11 3 (0.21%) Reverse Proxy
11 3 (0.21%) SAN
11 3 (0.21%) SMS
11 3 (0.21%) WAN
12 2 (0.14%) ICMP
12 2 (0.14%) Internet
13 1 (0.071%) DSL
Database & Business Intelligence
1 403 (28.48%) MongoDB
2 257 (18.16%) MySQL
3 254 (17.95%) Apache Cassandra
3 254 (17.95%) Relational Database
4 245 (17.31%) Big Data
5 192 (13.57%) SQL Server
6 190 (13.43%) PostgreSQL
7 188 (13.29%) Hadoop
8 136 (9.61%) RDBMS
9 97 (6.86%) HBase
10 94 (6.64%) Redis
11 89 (6.29%) Data Warehouse
12 78 (5.51%) Apache Hive
13 60 (4.24%) Amazon Redshift
14 56 (3.96%) Amazon DynamoDB
15 37 (2.61%) Data Lake
16 36 (2.54%) Couchbase
16 36 (2.54%) SQL Server Reporting Services
17 35 (2.47%) Azure SQL Database
18 34 (2.40%) MarkLogic
Development Applications
1 340 (24.03%) Git (software)
2 231 (16.33%) Jenkins
3 121 (8.55%) Maven
4 117 (8.27%) JIRA
5 87 (6.15%) Subversion
6 81 (5.72%) NUnit
7 78 (5.51%) GitLab
8 74 (5.23%) MSTest
9 65 (4.59%) JUnit
10 55 (3.89%) Gradle
11 49 (3.46%) Atlassian Bamboo
12 48 (3.39%) TeamCity
13 43 (3.04%) Visual Studio Team System
14 37 (2.61%) Artifactory
14 37 (2.61%) Cucumber
15 29 (2.05%) Bitbucket
15 29 (2.05%) Mockito
15 29 (2.05%) SpecFlow
16 25 (1.77%) Octopus Deploy
16 25 (1.77%) Vagrant
General
1 320 (22.61%) Finance
2 187 (13.22%) Banking
3 106 (7.49%) Investment Banking
4 72 (5.09%) Front Office
5 64 (4.52%) Retail
6 29 (2.05%) Games
7 26 (1.84%) Marketing
8 20 (1.41%) Telecoms
9 18 (1.27%) Advertising
9 18 (1.27%) Legal
10 11 (0.78%) Publishing
10 11 (0.78%) Retail Banking
11 10 (0.71%) Financial Institution
11 10 (0.71%) Prime Brokerage
12 9 (0.64%) Back Office
13 7 (0.49%) Law
14 5 (0.35%) Manufacturing
15 3 (0.21%) Local Government
16 2 (0.14%) Pharmaceutical
17 1 (0.071%) Automotive
Job Titles
1 905 (63.96%) Developer
2 415 (29.33%) Java Developer
3 171 (12.08%) Senior Developer
4 118 (8.34%) Data Engineer
5 110 (7.77%) Architect
6 99 (7.00%) DevOps Engineer
7 88 (6.22%) C# Developer
8 87 (6.15%) Full Stack Developer
9 79 (5.58%) Senior Java Developer
10 75 (5.30%) Node.js Developer
11 60 (4.24%) React Developer
12 57 (4.03%) Software Engineer
13 56 (3.96%) AWS Developer
14 54 (3.82%) Big Data Engineer
15 53 (3.75%) .NET Developer
16 52 (3.67%) Angular Developer
16 52 (3.67%) JavaScript Developer
17 48 (3.39%) Java Engineer
18 47 (3.32%) NoSQL Developer
19 46 (3.25%) Python Developer
Libraries, Frameworks & Software Standards
1 290 (20.49%) Spring
2 263 (18.59%) Kafka
3 256 (18.09%) Node.js
4 221 (15.62%) REST
5 198 (13.99%) RESTful
6 195 (13.78%) AngularJS
7 181 (12.79%) React
8 178 (12.58%) Spring Boot
9 175 (12.37%) .NET
10 155 (10.95%) HTML
11 142 (10.04%) Web Services
12 132 (9.33%) CSS
13 98 (6.93%) HTML5
14 82 (5.80%) Hibernate
15 79 (5.58%) RabbitMQ
16 76 (5.37%) JSON
17 66 (4.66%) CSS3
17 66 (4.66%) XML
18 60 (4.24%) WPF
19 50 (3.53%) ASP.NET Web API
Miscellaneous
1 105 (7.42%) Greenfield Project
2 100 (7.07%) Analytical Skills
3 81 (5.72%) User Experience
4 77 (5.44%) Fixed Income
5 75 (5.30%) Fintech
6 70 (4.95%) Algorithms
7 54 (3.82%) Computer Science
8 53 (3.75%) Enterprise Software
9 37 (2.61%) Data Structures
10 34 (2.40%) Derivative
11 33 (2.33%) Credit Risk
12 29 (2.05%) Market Risk
13 23 (1.63%) Public Cloud
14 21 (1.48%) Self-Motivation
15 20 (1.41%) Equities
16 19 (1.34%) Equity Derivative
17 18 (1.27%) Foreign Exchange (FX)
18 16 (1.13%) HoloLens
19 12 (0.85%) Data Centre
20 11 (0.78%) Linux Command Line
Operating Systems
1 263 (18.59%) Linux
2 122 (8.62%) Unix
3 51 (3.60%) Windows
4 29 (2.05%) Red Hat Enterprise Linux
5 24 (1.70%) Android
6 21 (1.48%) Apple iOS
6 21 (1.48%) CoreOS
7 17 (1.20%) CentOS
8 11 (0.78%) Ubuntu
9 8 (0.57%) VMS
10 6 (0.42%) Windows Server
11 2 (0.14%) Windows Server 2012
12 1 (0.071%) Amazon Linux
12 1 (0.071%) Debian
12 1 (0.071%) HPUX
12 1 (0.071%) Mac OS X
12 1 (0.071%) Solaris
12 1 (0.071%) Windows 7
12 1 (0.071%) Windows Server 2008
12 1 (0.071%) zOS
Processes & Methodologies
1 817 (57.74%) Agile Software Development
2 492 (34.77%) TDD
3 381 (26.93%) Microservices
4 337 (23.82%) DevOps
5 310 (21.91%) Continuous Integration
6 294 (20.78%) BDD
7 224 (15.83%) Scrum
8 208 (14.70%) OO
9 166 (11.73%) Open Source
10 165 (11.66%) Test Automation
11 161 (11.38%) Software Engineering
12 146 (10.32%) Analytics
13 125 (8.83%) Business Intelligence
14 105 (7.42%) Continuous Delivery
14 105 (7.42%) E-Commerce
15 103 (7.28%) Machine Learning
16 102 (7.21%) Kanban
17 97 (6.86%) Data Science
18 92 (6.50%) MVC
19 89 (6.29%) Pair Programming
Programming Languages
1 742 (52.44%) Java
2 566 (40.00%) SQL
3 355 (25.09%) Python
4 317 (22.40%) JavaScript
5 238 (16.82%) Java 8
6 217 (15.34%) Scala
7 192 (13.57%) C#
8 96 (6.78%) Ruby
9 72 (5.09%) TypeScript
10 61 (4.31%) Go
11 59 (4.17%) Bash Shell
12 43 (3.04%) Perl
12 43 (3.04%) R
13 37 (2.61%) T-SQL
14 36 (2.54%) PHP
15 35 (2.47%) Groovy
16 34 (2.40%) C++
17 31 (2.19%) XQuery
18 29 (2.05%) XPath
19 23 (1.63%) ES6
Qualifications
1 67 (4.73%) Degree
2 57 (4.03%) Security Cleared
3 30 (2.12%) SC Cleared
4 19 (1.34%) Computer Science Degree
5 12 (0.85%) CTC Cleared
5 12 (0.85%) PhD
6 9 (0.64%) BPSS Clearance
7 8 (0.57%) DV Cleared
8 6 (0.42%) Master's Degree
9 4 (0.28%) CISSP
10 2 (0.14%) CEH
10 2 (0.14%) CISM
10 2 (0.14%) Microsoft Certification
11 1 (0.071%) CISA
11 1 (0.071%) ISTQB
11 1 (0.071%) MCITP
11 1 (0.071%) MCTS
11 1 (0.071%) PMI Certification
11 1 (0.071%) PMP
11 1 (0.071%) Sun Certification
Quality Assurance & Compliance
1 33 (2.33%) QA
2 24 (1.70%) Data Quality
3 6 (0.42%) EMIR
3 6 (0.42%) MiFID
4 5 (0.35%) Disclosure Scotland
5 2 (0.14%) PSD2
5 2 (0.14%) Sarbanes-Oxley
6 1 (0.071%) GDPR
6 1 (0.071%) PMO
6 1 (0.071%) SLA
System Software
1 380 (26.86%) Docker
2 51 (3.60%) HDFS
3 28 (1.98%) Apache Flume
4 23 (1.63%) Virtual Machines
5 17 (1.20%) Ceph
5 17 (1.20%) etcd
5 17 (1.20%) flannel
5 17 (1.20%) GlusterFS
5 17 (1.20%) SkyDNS
6 16 (1.13%) Apache ZooKeeper
7 10 (0.71%) Active Directory
8 6 (0.42%) VMware Infrastructure
9 3 (0.21%) Squid
10 2 (0.14%) VirtualBox
10 2 (0.14%) Xen
11 1 (0.071%) KVM
11 1 (0.071%) Oracle RAC
11 1 (0.071%) oVirt
11 1 (0.071%) vSphere
Systems Management
1 229 (16.18%) Ansible
2 205 (14.49%) Kubernetes
3 168 (11.87%) Puppet
4 154 (10.88%) Opscode Chef
5 72 (5.09%) Terraform
6 55 (3.89%) Mesos
7 45 (3.18%) Marathon
8 42 (2.97%) Prometheus
9 24 (1.70%) rkt
10 22 (1.55%) Kibana
11 21 (1.48%) HAProxy
12 20 (1.41%) Graphite
12 20 (1.41%) Sysdig
13 19 (1.34%) Hadoop YARN
14 16 (1.13%) Host Intrusion Detection System
14 16 (1.13%) Network Intrusion Detection System
15 14 (0.99%) Grafana
15 14 (0.99%) Oozie
16 13 (0.92%) logstash
16 13 (0.92%) Nagios
Vendors
1 187 (13.22%) Oracle
2 84 (5.94%) Microsoft
3 58 (4.10%) Google
4 37 (2.61%) Hortonworks
5 35 (2.47%) Atlassian
6 34 (2.40%) SAP
7 33 (2.33%) Splunk
8 27 (1.91%) Tableau
9 26 (1.84%) Jaspersoft
10 23 (1.63%) Cloudera
10 23 (1.63%) Sybase
11 19 (1.34%) MapR
12 14 (0.99%) AppDynamics
13 13 (0.92%) SaltStack
14 12 (0.85%) Databricks
14 12 (0.85%) Murex
15 11 (0.78%) CyberArk
15 11 (0.78%) IBM
16 10 (0.71%) Alteryx
16 10 (0.71%) Salesforce.com