Period
to 19 January 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 19 January 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
19 Jan 2018
Same period 2017 Same period 2016
Rank 80 109 110
Rank change year-on-year +29 +1 +52
Contract jobs citing NoSQL 1,440 977 956
As % of all contract IT jobs advertised in London 3.10% 2.33% 2.16%
As % of the Database & Business Intelligence category 13.09% 9.74% 8.97%
Number of daily rates quoted 1,190 753 781
London median daily rate £525 £515 £513
Median daily rate % change year-on-year +1.94% +0.49% +7.89%
10th Percentile £410 £386 £360
90th Percentile £650 £663 £650
England median daily rate £500 £485 £500
% change year-on-year +3.09% -3.00% +11.11%
Number of hourly rates quoted 1 1 0
London median hourly rate £90.00 £100.00 -
Median hourly rate % change year-on-year -10.00% - -
England median hourly rate £45.00 £60.25 £27.50
% change year-on-year -25.31% +119.09% -31.25%

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 10,998 10,035 10,653
As % of all contract IT jobs advertised in London 23.67% 23.96% 24.08%
Number of daily rates quoted 8,282 7,120 7,643
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £350 £325 £310
90th Percentile £650 £638 £631
England median daily rate £470 £429 £425
% change year-on-year +9.43% +1.06% +6.25%
Number of hourly rates quoted 60 46 63
London median hourly rate £27.14 £33.25 £34.00
Median hourly rate % change year-on-year -18.38% -2.21% +23.64%
10th Percentile £17.25 £15.25 £16.00
90th Percentile £58.75 £65.00 £100.00
England median hourly rate £31.31 £27.50 £30.00
% change year-on-year +13.85% -8.33% +4.57%

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 19 January 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
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 19 January 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 +7 247 £525 +10.53% 97
West London +43 100 £525 +10.53% 64
South London +34 75 £525 - 9
East London +15 38 £556 +6.97% 15
North London -3 2 £388 -
NoSQL
England

For the 6 months to 19 January 2018, IT contractor jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for NoSQL.

1 930 (64.58%) Agile Software Development
2 829 (57.57%) Java
3 616 (42.78%) TDD
4 517 (35.90%) Amazon AWS
5 510 (35.42%) MongoDB
6 484 (33.61%) SQL
7 449 (31.18%) Continuous Integration
8 398 (27.64%) Microservices
9 377 (26.18%) BDD
10 372 (25.83%) DevOps
11 367 (25.49%) JavaScript
12 354 (24.58%) Python
13 335 (23.26%) Git (software)
14 315 (21.88%) C#
15 310 (21.53%) Finance
16 302 (20.97%) RESTful
17 295 (20.49%) Scrum
18 286 (19.86%) Apache Cassandra
19 284 (19.72%) Docker
19 284 (19.72%) MySQL
20 269 (18.68%) .NET
20 269 (18.68%) Hadoop
21 268 (18.61%) Spring
22 267 (18.54%) Big Data
23 266 (18.47%) AngularJS
24 261 (18.13%) Jenkins
25 259 (17.99%) REST
26 256 (17.78%) Microsoft Azure
26 256 (17.78%) Linux
27 248 (17.22%) Kafka

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
1 215 (14.93%) Apache Spark
2 194 (13.47%) Elasticsearch
3 176 (12.22%) Tomcat
4 119 (8.26%) Apache
5 106 (7.36%) OpenStack
6 105 (7.29%) WebSphere
7 104 (7.22%) WebLogic
8 61 (4.24%) JBoss
9 58 (4.03%) Confluence
10 44 (3.06%) Jetty
11 43 (2.99%) Apache Pig
11 43 (2.99%) NServiceBus
12 28 (1.94%) Apache Solr
13 27 (1.88%) nginx
14 23 (1.60%) Cloud Foundry
15 20 (1.39%) IIS
16 17 (1.18%) CMS
17 13 (0.90%) MQSeries
18 12 (0.83%) Mule ESB
18 12 (0.83%) SAS
Applications
1 8 (0.56%) HipChat
2 3 (0.21%) Microsoft Excel
3 2 (0.14%) SPSS
4 1 (0.069%) Gephi
4 1 (0.069%) Microsoft PowerPoint
Business Applications
1 13 (0.90%) Dynamics CRM
2 7 (0.49%) Payment Gateway
3 2 (0.14%) HiPortfolio
Cloud Services
1 517 (35.90%) Amazon AWS
2 256 (17.78%) Microsoft Azure
3 51 (3.54%) Amazon EC2
4 48 (3.33%) Amazon S3
4 48 (3.33%) GitHub
5 46 (3.19%) Google Cloud Platform
6 36 (2.50%) SaaS
7 30 (2.08%) Serverless
8 29 (2.01%) Amazon EMR
8 29 (2.01%) AWS CloudFormation
8 29 (2.01%) PaaS
9 26 (1.81%) Amazon Kinesis
10 24 (1.67%) IaaS
11 16 (1.11%) Amazon ELB
11 16 (1.11%) AWS Lambda
12 15 (1.04%) Cloud Computing
13 14 (0.97%) Amazon SQS
14 13 (0.90%) npm
15 11 (0.76%) Google Play
15 11 (0.76%) Slack
Communications & Networking
1 60 (4.17%) HTTP
2 40 (2.78%) TCP/IP
3 32 (2.22%) Firewall
4 30 (2.08%) Internet
5 26 (1.81%) DNS
6 16 (1.11%) VPN
7 13 (0.90%) BIG-IP
8 9 (0.63%) Reverse Proxy
9 8 (0.56%) Kerberos
10 7 (0.49%) FTP
10 7 (0.49%) SSL
11 6 (0.42%) ICMP
12 5 (0.35%) DHCP
12 5 (0.35%) DSL
12 5 (0.35%) IPsec
13 3 (0.21%) HTTPS
13 3 (0.21%) LAN
13 3 (0.21%) WAN
14 2 (0.14%) AMQP
14 2 (0.14%) VPLS
Database & Business Intelligence
1 510 (35.42%) MongoDB
2 286 (19.86%) Apache Cassandra
3 284 (19.72%) MySQL
4 269 (18.68%) Hadoop
5 267 (18.54%) Big Data
6 227 (15.76%) PostgreSQL
7 209 (14.51%) Relational Database
8 189 (13.13%) SQL Server
9 141 (9.79%) HBase
10 109 (7.57%) RDBMS
11 97 (6.74%) Apache Hive
12 87 (6.04%) Redis
13 70 (4.86%) Data Warehouse
14 62 (4.31%) Amazon DynamoDB
15 45 (3.13%) Impala
15 45 (3.13%) Neo4j
16 37 (2.57%) MarkLogic
17 28 (1.94%) RavenDB
18 27 (1.88%) Amazon RDS
18 27 (1.88%) Amazon Redshift
Development Applications
1 335 (23.26%) Git (software)
2 261 (18.13%) Jenkins
3 120 (8.33%) NUnit
4 107 (7.43%) JIRA
5 97 (6.74%) Mockito
6 95 (6.60%) MSTest
7 94 (6.53%) Cucumber
8 93 (6.46%) Maven
9 90 (6.25%) Subversion
10 81 (5.63%) JUnit
11 77 (5.35%) TeamCity
12 72 (5.00%) Gradle
13 46 (3.19%) Octopus Deploy
14 36 (2.50%) SpecFlow
15 35 (2.43%) Atlassian Bamboo
16 29 (2.01%) JMeter
16 29 (2.01%) SonarQube
16 29 (2.01%) Sonatype Nexus
17 25 (1.74%) webpack
18 24 (1.67%) GitLab
General
1 310 (21.53%) Finance
2 168 (11.67%) Banking
3 79 (5.49%) Investment Banking
4 66 (4.58%) Games
5 48 (3.33%) Marketing
6 45 (3.13%) Publishing
7 41 (2.85%) Retail Banking
8 40 (2.78%) Retail
9 39 (2.71%) Front Office
10 30 (2.08%) Law
11 21 (1.46%) Legal
12 19 (1.32%) Telecoms
13 12 (0.83%) Electronics
14 8 (0.56%) Manufacturing
15 7 (0.49%) Advertising
16 4 (0.28%) Private Banking
17 3 (0.21%) Back Office
17 3 (0.21%) French Language
18 2 (0.14%) Pharmaceutical
19 1 (0.069%) Financial Institution
Job Titles
1 949 (65.90%) Developer
2 440 (30.56%) Java Developer
3 197 (13.68%) Senior Developer
4 148 (10.28%) Full Stack Developer
5 138 (9.58%) C# Developer
6 103 (7.15%) .NET Developer
6 103 (7.15%) DevOps Engineer
7 98 (6.81%) Senior Java Developer
8 96 (6.67%) Architect
9 88 (6.11%) Scala Developer
10 75 (5.21%) Agile Developer
11 71 (4.93%) Data Engineer
12 67 (4.65%) JavaScript Developer
13 52 (3.61%) AWS Developer
13 52 (3.61%) AWS DevOps
13 52 (3.61%) NoSQL Developer
14 49 (3.40%) Data Architect
15 48 (3.33%) Agile Java Developer
15 48 (3.33%) AWS Engineer
16 45 (3.13%) Angular Developer
Libraries, Frameworks & Software Standards
1 302 (20.97%) RESTful
2 269 (18.68%) .NET
3 268 (18.61%) Spring
4 266 (18.47%) AngularJS
5 259 (17.99%) REST
6 248 (17.22%) Kafka
7 228 (15.83%) Web Services
8 194 (13.47%) Node.js
9 167 (11.60%) HTML
10 163 (11.32%) React
11 114 (7.92%) ASP.NET Web API
12 113 (7.85%) Hibernate
13 110 (7.64%) Spring Boot
14 107 (7.43%) JSON
15 103 (7.15%) RabbitMQ
16 93 (6.46%) CSS
17 91 (6.32%) HTML5
18 88 (6.11%) XML
19 87 (6.04%) Akka
20 84 (5.83%) SOAP
Miscellaneous
1 160 (11.11%) Greenfield Project
2 103 (7.15%) Analytical Skills
3 63 (4.38%) Computer Science
3 63 (4.38%) Fintech
4 55 (3.82%) Algorithms
5 39 (2.71%) Enterprise Software
6 38 (2.64%) Mobile App
6 38 (2.64%) User Experience
7 28 (1.94%) Credit Risk
7 28 (1.94%) Hedge funds
8 27 (1.88%) Data Structures
8 27 (1.88%) Fixed Income
9 26 (1.81%) Derivative
9 26 (1.81%) Market Risk
10 24 (1.67%) Public Cloud
10 24 (1.67%) Virtual Team
11 22 (1.53%) Online Games
12 14 (0.97%) Linux Command Line
13 13 (0.90%) Management Information System
13 13 (0.90%) Private Cloud
Operating Systems
1 256 (17.78%) Linux
2 169 (11.74%) Unix
3 82 (5.69%) Windows
4 34 (2.36%) CentOS
5 32 (2.22%) Red Hat Enterprise Linux
6 20 (1.39%) Android
6 20 (1.39%) Apple iOS
6 20 (1.39%) Mac OS X
7 13 (0.90%) Ubuntu
8 7 (0.49%) VMS
8 7 (0.49%) Windows Server
9 6 (0.42%) Windows Server 2008
10 4 (0.28%) DC/OS
11 3 (0.21%) CoreOS
12 1 (0.069%) Fedora
12 1 (0.069%) SUSE Linux Enterprise Server
12 1 (0.069%) Windows 10
12 1 (0.069%) Windows Server 2012
Processes & Methodologies
1 930 (64.58%) Agile Software Development
2 616 (42.78%) TDD
3 449 (31.18%) Continuous Integration
4 398 (27.64%) Microservices
5 377 (26.18%) BDD
6 372 (25.83%) DevOps
7 295 (20.49%) Scrum
8 222 (15.42%) OO
9 214 (14.86%) Software Engineering
10 168 (11.67%) Test Automation
11 160 (11.11%) MVC
12 154 (10.69%) Pair Programming
13 144 (10.00%) Analytics
14 131 (9.10%) Kanban
15 122 (8.47%) Digital Transformation Programme
16 119 (8.26%) Data Modelling
17 114 (7.92%) Continuous Delivery
17 114 (7.92%) Open Source
18 113 (7.85%) Domain-Driven Design
19 107 (7.43%) E-Commerce
Programming Languages
1 829 (57.57%) Java
2 484 (33.61%) SQL
3 367 (25.49%) JavaScript
4 354 (24.58%) Python
5 315 (21.88%) C#
6 238 (16.53%) Scala
7 109 (7.57%) Ruby
8 79 (5.49%) Bash Shell
9 66 (4.58%) R
10 61 (4.24%) Shell Script
11 48 (3.33%) Groovy
11 48 (3.33%) PHP
12 45 (3.13%) Perl
13 44 (3.06%) ES6
14 40 (2.78%) T-SQL
15 35 (2.43%) Go
16 33 (2.29%) C++
17 29 (2.01%) GraphQL
18 26 (1.81%) TypeScript
19 18 (1.25%) PowerShell
Qualifications
1 76 (5.28%) Degree
1 76 (5.28%) Security Cleared
2 47 (3.26%) SC Cleared
3 34 (2.36%) Computer Science Degree
4 15 (1.04%) CTC Cleared
5 13 (0.90%) Master's Degree
6 9 (0.63%) DBS Check
6 9 (0.63%) Numerate Degree
7 6 (0.42%) BPSS Clearance
7 6 (0.42%) PhD
8 5 (0.35%) AWS Certification
8 5 (0.35%) DV Cleared
9 2 (0.14%) ISEB
10 1 (0.069%) ACCA
10 1 (0.069%) CISSP
10 1 (0.069%) ISEB Practitioner
10 1 (0.069%) ISTQB
10 1 (0.069%) MCPD
10 1 (0.069%) Microsoft Certification
10 1 (0.069%) Sun Certification
Quality Assurance & Compliance
1 76 (5.28%) QA
2 28 (1.94%) Data Quality
3 9 (0.63%) GDPR
4 8 (0.56%) PCI DSS
5 6 (0.42%) MiFID
6 4 (0.28%) Actionable Recommendations
6 4 (0.28%) GCP
7 3 (0.21%) Disclosure Scotland
8 2 (0.14%) EMIR
9 1 (0.069%) PSD2
9 1 (0.069%) WCAG
System Software
1 284 (19.72%) Docker
2 69 (4.79%) HDFS
3 55 (3.82%) Apache Flume
4 30 (2.08%) Active Directory
5 16 (1.11%) Apache ZooKeeper
6 14 (0.97%) Virtual Machines
7 5 (0.35%) VMware Infrastructure
7 5 (0.35%) Xen
8 3 (0.21%) vCloud
8 3 (0.21%) Virtual Servers
9 1 (0.069%) VMware Workstation
Systems Management
1 232 (16.11%) Puppet
2 228 (15.83%) Ansible
3 204 (14.17%) Opscode Chef
4 163 (11.32%) Kubernetes
5 68 (4.72%) Kibana
6 64 (4.44%) Grafana
7 62 (4.31%) logstash
8 49 (3.40%) Terraform
9 36 (2.50%) Oozie
10 33 (2.29%) Cobbler
11 28 (1.94%) ITRS Geneos
12 27 (1.88%) Rancher
13 20 (1.39%) Mesos
14 17 (1.18%) Hadoop YARN
15 16 (1.11%) Packer
16 15 (1.04%) ZABBIX
17 12 (0.83%) Nagios
17 12 (0.83%) StatsD
18 10 (0.69%) BladeLogic
18 10 (0.69%) Prometheus
Vendors
1 195 (13.54%) Oracle
2 147 (10.21%) Microsoft
3 103 (7.15%) Splunk
4 75 (5.21%) AppDynamics
5 59 (4.10%) Google
6 37 (2.57%) Atlassian
7 31 (2.15%) Cloudera
8 29 (2.01%) Apigee
8 29 (2.01%) Tableau
9 27 (1.88%) Hortonworks
10 23 (1.60%) IBM
11 16 (1.11%) Salesforce.com
12 15 (1.04%) MapR
13 14 (0.97%) Apple
14 13 (0.90%) F5
14 13 (0.90%) Talend
15 12 (0.83%) SAP
16 11 (0.76%) New Relic
17 10 (0.69%) Red Hat
18 9 (0.63%) VMware