Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 20 June 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 20 June 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
20 Jun 2018		 Same period 2017 Same period 2016
Rank 81 113 99
Rank change year-on-year +32 -14 +92
Contract jobs citing NoSQL 1,391 938 1,105
As % of all contract IT jobs advertised in London 3.10% 2.36% 2.53%
As % of the Database & Business Intelligence category 12.32% 9.66% 10.76%
Number of daily rates quoted 1,111 726 892
London median daily rate £538 £505 £515
Median daily rate % change year-on-year +6.44% -1.94% +5.64%
10th Percentile £413 £386 £375
90th Percentile £663 £628 £638
England median daily rate £513 £475 £475
% change year-on-year +7.89% - +5.56%
Number of hourly rates quoted 3 1 0
London median hourly rate £52.50 £47.50 -
Median hourly rate % change year-on-year +10.53% - -
England median hourly rate £45.00 £48.00 £40.00
% change year-on-year -6.25% +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 11,289 9,707 10,272
As % of all contract IT jobs advertised in London 25.13% 24.39% 23.49%
Number of daily rates quoted 8,455 7,042 7,492
London median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +5.56%
10th Percentile £356 £325 £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 71 45 60
London median hourly rate £30.00 £30.00 £27.50
Median hourly rate % change year-on-year - +9.09% +0.68%
10th Percentile £20.25 £18.88 £17.48
90th Percentile £47.50 £47.30 £99.10
England median hourly rate £35.00 £29.00 £31.59
% change year-on-year +20.69% -8.18% +26.34%

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 20 June 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 20 June 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 20 June 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 +14 313 £520 -0.95% 96
West London +15 102 £525 +9.09% 39
East London +19 47 £556 +23.54% 26
South London -22 37 £525 +5.00% 7
North London +4 3 £450 -34.55% 4
NoSQL
England

For the 6 months to 20 June 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.

1 794 (57.08%) Agile Software Development
2 772 (55.50%) Java
3 536 (38.53%) SQL
4 527 (37.89%) TDD
5 509 (36.59%) Amazon AWS
6 416 (29.91%) MongoDB
7 402 (28.90%) Python
7 402 (28.90%) Microservices
8 376 (27.03%) DevOps
9 371 (26.67%) Docker
10 365 (26.24%) Continuous Integration
11 344 (24.73%) Big Data
12 300 (21.57%) Scala
13 297 (21.35%) JavaScript
14 290 (20.85%) Microsoft Azure
15 289 (20.78%) Git (software)
15 289 (20.78%) Apache Spark
15 289 (20.78%) Finance
16 280 (20.13%) Linux
17 278 (19.99%) BDD
18 276 (19.84%) RESTful
18 276 (19.84%) MySQL
19 270 (19.41%) Spring
20 269 (19.34%) REST
21 261 (18.76%) Kafka
22 256 (18.40%) Jenkins
22 256 (18.40%) Hadoop
23 251 (18.04%) Scrum
24 246 (17.69%) Relational Database
25 245 (17.61%) Apache Cassandra

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
1 289 (20.78%) Apache Spark
2 154 (11.07%) Apache
3 138 (9.92%) Elasticsearch
4 119 (8.55%) Tomcat
5 81 (5.82%) WebSphere
6 80 (5.75%) OpenStack
7 79 (5.68%) WebLogic
8 48 (3.45%) Apache Pig
9 41 (2.95%) Apache Solr
9 41 (2.95%) Confluence
10 40 (2.88%) CMS
11 36 (2.59%) nginx
12 32 (2.30%) JBoss
13 29 (2.08%) NServiceBus
14 27 (1.94%) Mule ESB
15 23 (1.65%) Sitecore CMS
16 21 (1.51%) Mule
17 20 (1.44%) Cloud Foundry
18 19 (1.37%) Apache Airflow
18 19 (1.37%) SharePoint
Applications
1 6 (0.43%) Microsoft Excel
2 3 (0.22%) Photoshop
3 2 (0.14%) HipChat
3 2 (0.14%) Microsoft PowerPoint
3 2 (0.14%) Shockwave
3 2 (0.14%) Spreadsheet
3 2 (0.14%) SPSS
4 1 (0.072%) Chatbot
4 1 (0.072%) InVision
4 1 (0.072%) Microsoft Office
4 1 (0.072%) MS Visio
Business Applications
1 11 (0.79%) Payment Gateway
2 5 (0.36%) Dynamics CRM
3 4 (0.29%) HiPortfolio
3 4 (0.29%) ION MarketView
3 4 (0.29%) SDL Web 8
3 4 (0.29%) Unit4 Business World
4 2 (0.14%) Adobe Campaign
4 2 (0.14%) Dynamics GP
4 2 (0.14%) FastStats
4 2 (0.14%) Unica
5 1 (0.072%) Distributed Ledger
5 1 (0.072%) Finacle
5 1 (0.072%) FLEXCUBE
5 1 (0.072%) Markit EDM
5 1 (0.072%) PolarLake
Cloud Services
1 509 (36.59%) Amazon AWS
2 290 (20.85%) Microsoft Azure
3 71 (5.10%) Google Cloud Platform
4 54 (3.88%) Amazon S3
5 53 (3.81%) GitHub
6 48 (3.45%) Serverless
7 47 (3.38%) Cloud Computing
8 41 (2.95%) Amazon EC2
9 33 (2.37%) PaaS
10 30 (2.16%) AWS Lambda
11 25 (1.80%) Amazon Kinesis
12 24 (1.73%) Amazon SQS
13 18 (1.29%) Amazon EMR
13 18 (1.29%) AWS CloudFormation
14 17 (1.22%) IaaS
15 16 (1.15%) SaaS
16 15 (1.08%) Heroku
17 14 (1.01%) Amazon ELB
18 13 (0.93%) Google Analytics
19 10 (0.72%) Azure Data Factory
Communications & Networking
1 99 (7.12%) HTTP
2 79 (5.68%) TCP/IP
3 54 (3.88%) DNS
4 50 (3.59%) SSL
5 41 (2.95%) FTP
6 32 (2.30%) DHCP
6 32 (2.30%) IPsec
7 29 (2.08%) Firewall
8 26 (1.87%) VPN
9 17 (1.22%) Kerberos
10 11 (0.79%) Reverse Proxy
11 10 (0.72%) AMQP
11 10 (0.72%) Internet
12 9 (0.65%) RTMP
12 9 (0.65%) SMS
13 6 (0.43%) ICMP
14 3 (0.22%) DSL
15 2 (0.14%) BIG-IP
15 2 (0.14%) Broadband
16 1 (0.072%) VLAN
Database & Business Intelligence
1 416 (29.91%) MongoDB
2 344 (24.73%) Big Data
3 276 (19.84%) MySQL
4 256 (18.40%) Hadoop
5 246 (17.69%) Relational Database
6 245 (17.61%) Apache Cassandra
7 221 (15.89%) PostgreSQL
8 158 (11.36%) SQL Server
9 148 (10.64%) RDBMS
10 102 (7.33%) Apache Hive
11 94 (6.76%) HBase
12 88 (6.33%) Redis
13 83 (5.97%) Data Warehouse
14 58 (4.17%) Amazon Redshift
15 56 (4.03%) Amazon DynamoDB
16 36 (2.59%) Data Lake
17 34 (2.44%) Neo4j
18 32 (2.30%) Couchbase
19 31 (2.23%) BigQuery
20 28 (2.01%) Blockchain
Development Applications
1 289 (20.78%) Git (software)
2 256 (18.40%) Jenkins
3 125 (8.99%) Maven
4 89 (6.40%) JUnit
5 83 (5.97%) JIRA
6 71 (5.10%) NUnit
7 70 (5.03%) Gradle
8 66 (4.74%) MSTest
9 64 (4.60%) Mockito
10 59 (4.24%) Subversion
10 59 (4.24%) TeamCity
11 43 (3.09%) GitLab
12 38 (2.73%) Cucumber
13 34 (2.44%) Visual Studio Team System
14 33 (2.37%) Octopus Deploy
15 32 (2.30%) webpack
16 30 (2.16%) Travis CI
16 30 (2.16%) Visual Studio
17 24 (1.73%) IntelliJ
18 18 (1.29%) Bitbucket
General
1 289 (20.78%) Finance
2 146 (10.50%) Banking
3 57 (4.10%) Games
3 57 (4.10%) Retail
4 48 (3.45%) Investment Banking
5 43 (3.09%) Marketing
6 39 (2.80%) Front Office
7 22 (1.58%) Telecoms
8 21 (1.51%) Advertising
9 19 (1.37%) Publishing
10 18 (1.29%) Retail Banking
11 17 (1.22%) Legal
12 12 (0.86%) Law
13 6 (0.43%) Back Office
13 6 (0.43%) Prime Brokerage
14 4 (0.29%) Digital Economy
14 4 (0.29%) Manufacturing
15 3 (0.22%) Billing
15 3 (0.22%) French Language
16 2 (0.14%) Private Banking
Job Titles
1 849 (61.04%) Developer
2 403 (28.97%) Java Developer
3 193 (13.87%) Senior Developer
4 135 (9.71%) Architect
5 127 (9.13%) Data Engineer
6 113 (8.12%) Senior Java Developer
7 112 (8.05%) DevOps Engineer
8 95 (6.83%) Full Stack Developer
9 86 (6.18%) Scala Developer
10 83 (5.97%) .NET Developer
11 66 (4.74%) Big Data Engineer
12 60 (4.31%) Data Architect
13 57 (4.10%) Big Data Developer
14 55 (3.95%) C# Developer
15 54 (3.88%) Digital Developer
16 53 (3.81%) Backend Developer
17 52 (3.74%) NoSQL Developer
18 47 (3.38%) AWS Engineer
19 46 (3.31%) Angular Developer
19 46 (3.31%) Java Engineer
Libraries, Frameworks & Software Standards
1 276 (19.84%) RESTful
2 270 (19.41%) Spring
3 269 (19.34%) REST
4 261 (18.76%) Kafka
5 229 (16.46%) AngularJS
6 208 (14.95%) Web Services
7 198 (14.23%) Node.js
8 173 (12.44%) React
9 156 (11.21%) .NET
10 138 (9.92%) HTML
11 117 (8.41%) Spring Boot
12 103 (7.40%) CSS
13 97 (6.97%) Hibernate
14 96 (6.90%) HTML5
15 90 (6.47%) RabbitMQ
16 74 (5.32%) JSON
17 70 (5.03%) XML
18 60 (4.31%) Dropwizard
19 57 (4.10%) Play Framework
19 57 (4.10%) SOAP
Miscellaneous
1 102 (7.33%) Greenfield Project
2 91 (6.54%) Algorithms
3 85 (6.11%) Analytical Skills
4 71 (5.10%) Fintech
5 61 (4.39%) Computer Science
6 59 (4.24%) User Experience
7 38 (2.73%) Data Structures
8 34 (2.44%) Derivative
9 31 (2.23%) Fixed Income
10 23 (1.65%) Enterprise Software
11 22 (1.58%) Linux Command Line
12 19 (1.37%) HoloLens
12 19 (1.37%) Self-Motivation
13 18 (1.29%) Data Centre
13 18 (1.29%) Public Cloud
14 17 (1.22%) Mobile App
14 17 (1.22%) PKI
15 13 (0.93%) Equity Derivative
16 12 (0.86%) Bitcoin
16 12 (0.86%) Grid Computing
Operating Systems
1 280 (20.13%) Linux
2 139 (9.99%) Unix
3 53 (3.81%) Windows
4 24 (1.73%) Red Hat Enterprise Linux
5 21 (1.51%) CentOS
6 17 (1.22%) Android
7 13 (0.93%) Ubuntu
8 10 (0.72%) Apple iOS
9 9 (0.65%) Windows Server
10 7 (0.50%) Windows Server 2008
11 6 (0.43%) CoreOS
12 3 (0.22%) VMS
13 2 (0.14%) Debian
13 2 (0.14%) Windows 2000
13 2 (0.14%) Windows Vista
14 1 (0.072%) Amazon Linux
Processes & Methodologies
1 794 (57.08%) Agile Software Development
2 527 (37.89%) TDD
3 402 (28.90%) Microservices
4 376 (27.03%) DevOps
5 365 (26.24%) Continuous Integration
6 278 (19.99%) BDD
7 251 (18.04%) Scrum
8 213 (15.31%) OO
9 183 (13.16%) Open Source
10 172 (12.37%) Analytics
11 169 (12.15%) Software Engineering
12 165 (11.86%) Test Automation
13 153 (11.00%) Machine Learning
14 146 (10.50%) Pair Programming
15 138 (9.92%) MVC
16 128 (9.20%) E-Commerce
17 121 (8.70%) Data Science
18 117 (8.41%) Continuous Delivery
19 104 (7.48%) Kanban
20 103 (7.40%) Configuration Management
Programming Languages
1 772 (55.50%) Java
2 536 (38.53%) SQL
3 402 (28.90%) Python
4 300 (21.57%) Scala
5 297 (21.35%) JavaScript
6 230 (16.53%) Java 8
7 176 (12.65%) C#
8 115 (8.27%) Ruby
9 105 (7.55%) Bash Shell
10 66 (4.74%) R
11 65 (4.67%) Go
12 64 (4.60%) C++
12 64 (4.60%) Perl
13 58 (4.17%) Groovy
14 53 (3.81%) Shell Script
15 52 (3.74%) TypeScript
16 49 (3.52%) PHP
17 42 (3.02%) ES6
18 41 (2.95%) C
19 22 (1.58%) Kotlin
Qualifications
1 82 (5.90%) Degree
2 38 (2.73%) Security Cleared
3 33 (2.37%) Computer Science Degree
4 27 (1.94%) SC Cleared
5 10 (0.72%) Master's Degree
6 8 (0.58%) Numerate Degree
6 8 (0.58%) PhD
7 6 (0.43%) CTC Cleared
8 2 (0.14%) AWS Certification
8 2 (0.14%) DV Cleared
8 2 (0.14%) ISEB
8 2 (0.14%) ISTQB
8 2 (0.14%) Microsoft Certification
9 1 (0.072%) BPSS Clearance
9 1 (0.072%) MCSD
9 1 (0.072%) Sun Certification
Quality Assurance & Compliance
1 44 (3.16%) GCP
2 42 (3.02%) QA
3 38 (2.73%) Data Quality
4 16 (1.15%) GDPR
5 2 (0.14%) Disclosure Scotland
5 2 (0.14%) EMIR
5 2 (0.14%) MiFID
6 1 (0.072%) HL7
6 1 (0.072%) PMO
6 1 (0.072%) PSD2
6 1 (0.072%) SLA
System Software
1 371 (26.67%) Docker
2 67 (4.82%) HDFS
3 45 (3.24%) Virtual Machines
4 44 (3.16%) Apache Flume
5 18 (1.29%) Apache ZooKeeper
6 11 (0.79%) VMware Infrastructure
7 9 (0.65%) Active Directory
8 8 (0.58%) Xen
9 7 (0.50%) etcd
10 6 (0.43%) Ceph
10 6 (0.43%) flannel
10 6 (0.43%) GlusterFS
10 6 (0.43%) SkyDNS
11 3 (0.22%) Virtual Servers
12 2 (0.14%) iptables
12 2 (0.14%) Varnish
13 1 (0.072%) KVM
13 1 (0.072%) Oracle RAC
13 1 (0.072%) oVirt
13 1 (0.072%) vSphere
Systems Management
1 192 (13.80%) Ansible
2 190 (13.66%) Kubernetes
3 178 (12.80%) Puppet
4 172 (12.37%) Opscode Chef
5 57 (4.10%) Terraform
6 48 (3.45%) Mesos
7 36 (2.59%) Kibana
8 30 (2.16%) Oozie
9 29 (2.08%) Grafana
10 26 (1.87%) Marathon
11 25 (1.80%) Prometheus
12 24 (1.73%) logstash
12 24 (1.73%) Single Sign-On
13 23 (1.65%) Hadoop YARN
14 16 (1.15%) CA Single Sign-On
14 16 (1.15%) HAProxy
14 16 (1.15%) OpenSSO
15 14 (1.01%) ITRS Geneos
16 12 (0.86%) Consul
17 11 (0.79%) Rancher
Vendors
1 145 (10.42%) Oracle
2 108 (7.76%) Microsoft
3 93 (6.69%) Google
4 56 (4.03%) Splunk
5 38 (2.73%) Cloudera
6 37 (2.66%) AppDynamics
7 36 (2.59%) Hortonworks
8 27 (1.94%) Atlassian
9 25 (1.80%) Tableau
10 24 (1.73%) IBM
10 24 (1.73%) Sitecore
11 21 (1.51%) MapR
11 21 (1.51%) Salesforce.com
12 16 (1.15%) Informatica
12 16 (1.15%) Talend
13 15 (1.08%) ATG
13 15 (1.08%) BEA
14 14 (1.01%) Sybase
15 13 (0.93%) Red Hat
15 13 (0.93%) VMware