Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 18 December 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 18 December 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
18 Dec 2018		 Same period 2017 Same period 2016
Rank 81 83 110
Rank change year-on-year +2 +27 +18
Contract jobs citing NoSQL 1,476 1,476 1,033
As % of all contract IT jobs advertised in London 3.16% 3.10% 2.34%
As % of the Database & Business Intelligence category 12.94% 13.13% 9.92%
Number of daily rates quoted 1,175 1,207 780
London median daily rate £550 £525 £500
Median daily rate % change year-on-year +4.76% +5.00% -
10th Percentile £425 £410 £381
90th Percentile £700 £650 £663
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -5.00%
Number of hourly rates quoted 2 1 1
London median hourly rate £57.42 £90.00 £100.00
Median hourly rate % change year-on-year -36.20% -10.00% +53.85%
England median hourly rate £57.42 £45.00 £60.25
% change year-on-year +27.59% -25.31% +20.50%

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 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 11,406 11,243 10,414
As % of all contract IT jobs advertised in London 24.39% 23.65% 23.59%
Number of daily rates quoted 8,491 8,398 7,350
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £351 £325
90th Percentile £675 £663 £638
England median daily rate £475 £463 £425
% change year-on-year +2.70% +8.82% +1.19%
Number of hourly rates quoted 53 64 42
London median hourly rate £27.50 £26.97 £32.25
Median hourly rate % change year-on-year +1.97% -16.38% +43.33%
10th Percentile £18.99 £18.08 £15.25
90th Percentile £47.50 £58.75 £65.00
England median hourly rate £32.24 £32.75 £28.00
% change year-on-year -1.56% +16.96% +3.24%

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 18 December 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 18 December 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 +21 335 £563 +7.14% 109
East London +5 100 £550 +12.82% 34
South London -16 74 £525 - 10
West London -38 44 £525 - 73
North London - 3 £450 - 2
NoSQL
England

For the 6 months to 18 December 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.

1 891 (60.37%) Agile Software Development
2 783 (53.05%) Java
3 578 (39.16%) SQL
4 562 (38.08%) Amazon AWS
5 519 (35.16%) TDD
6 477 (32.32%) MongoDB
7 442 (29.95%) Microservices
8 387 (26.22%) Docker
9 383 (25.95%) JavaScript
10 360 (24.39%) Microsoft Azure
11 351 (23.78%) Git (software)
12 347 (23.51%) DevOps
13 346 (23.44%) Python
14 329 (22.29%) Continuous Integration
15 307 (20.80%) Finance
16 301 (20.39%) Spring
16 301 (20.39%) Apache Cassandra
17 296 (20.05%) MySQL
18 294 (19.92%) BDD
19 273 (18.50%) Node.js
20 263 (17.82%) Ansible
21 262 (17.75%) Jenkins
22 243 (16.46%) Relational Database
23 239 (16.19%) Kafka
24 232 (15.72%) Java 8
25 227 (15.38%) Linux
26 226 (15.31%) PostgreSQL
27 222 (15.04%) OO
27 222 (15.04%) RESTful
28 221 (14.97%) Oracle

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
1 162 (10.98%) Apache Spark
2 131 (8.88%) WebSphere
3 116 (7.86%) Tomcat
4 114 (7.72%) OpenStack
5 107 (7.25%) WebLogic
6 100 (6.78%) Elasticsearch
7 68 (4.61%) Apache
8 59 (4.00%) Confluence
9 34 (2.30%) nginx
10 31 (2.10%) Apache Pig
11 26 (1.76%) JBoss
12 24 (1.63%) Apache Solr
12 24 (1.63%) MQSeries
13 15 (1.02%) CMS
14 12 (0.81%) Apache Airflow
15 11 (0.75%) Oracle SOA Suite
16 7 (0.47%) NServiceBus
17 6 (0.41%) Cloud Foundry
17 6 (0.41%) Ethereum
17 6 (0.41%) Luigi
Applications
1 12 (0.81%) Microsoft Excel
2 2 (0.14%) Adobe Illustrator
2 2 (0.14%) GIMP
2 2 (0.14%) MS Visio
2 2 (0.14%) Photoshop
2 2 (0.14%) Spreadsheet
3 1 (0.068%) Chatbot
3 1 (0.068%) Stata
Business Applications
1 5 (0.34%) Dynamics CRM
2 3 (0.20%) SAP MM
2 3 (0.20%) SAP Oil and Gas
2 3 (0.20%) SAP R/3
2 3 (0.20%) Sentinel
3 2 (0.14%) ION MarketView
3 2 (0.14%) Markit EDM
3 2 (0.14%) PolarLake
4 1 (0.068%) Distributed Ledger
4 1 (0.068%) SDL Web 8
Cloud Services
1 562 (38.08%) Amazon AWS
2 360 (24.39%) Microsoft Azure
3 116 (7.86%) GitHub
4 93 (6.30%) Google Cloud Platform
5 53 (3.59%) Serverless
6 52 (3.52%) Amazon S3
7 46 (3.12%) Amazon EC2
8 45 (3.05%) PaaS
9 42 (2.85%) AWS Lambda
10 34 (2.30%) Amazon EMR
11 32 (2.17%) Amazon SQS
12 30 (2.03%) SaaS
13 25 (1.69%) OpenShift
14 19 (1.29%) Amazon Kinesis
15 16 (1.08%) IaaS
15 16 (1.08%) Quay.io
16 15 (1.02%) Virtual Private Cloud
17 13 (0.88%) Amazon Glacier
18 11 (0.75%) Amazon CloudWatch
18 11 (0.75%) Azure Data Factory
Communications & Networking
1 36 (2.44%) TCP/IP
2 34 (2.30%) HTTP
3 32 (2.17%) AMQP
4 26 (1.76%) DNS
5 24 (1.63%) SSL
6 19 (1.29%) FTP
7 18 (1.22%) Firewall
8 17 (1.15%) DHCP
8 17 (1.15%) IPsec
9 12 (0.81%) VPN
10 9 (0.61%) Internet
11 7 (0.47%) WAN
12 6 (0.41%) LAN
13 5 (0.34%) Kerberos
14 3 (0.20%) SAN
15 2 (0.14%) Reverse Proxy
15 2 (0.14%) RTMP
16 1 (0.068%) NAS
16 1 (0.068%) OpenLDAP
16 1 (0.068%) PABX
Database & Business Intelligence
1 477 (32.32%) MongoDB
2 301 (20.39%) Apache Cassandra
3 296 (20.05%) MySQL
4 243 (16.46%) Relational Database
5 226 (15.31%) PostgreSQL
6 213 (14.43%) Big Data
7 194 (13.14%) SQL Server
8 156 (10.57%) Hadoop
9 135 (9.15%) RDBMS
10 118 (7.99%) Redis
11 89 (6.03%) HBase
12 85 (5.76%) Data Warehouse
13 69 (4.67%) Apache Hive
14 56 (3.79%) Amazon DynamoDB
15 46 (3.12%) Amazon Redshift
16 42 (2.85%) Azure SQL Database
17 41 (2.78%) Couchbase
18 39 (2.64%) Power BI
19 38 (2.57%) SQL Server Reporting Services
20 35 (2.37%) Data Lake
Development Applications
1 351 (23.78%) Git (software)
2 262 (17.75%) Jenkins
3 135 (9.15%) Maven
4 116 (7.86%) JIRA
5 110 (7.45%) NUnit
6 107 (7.25%) MSTest
7 90 (6.10%) Subversion
8 83 (5.62%) GitLab
9 65 (4.40%) JUnit
10 55 (3.73%) Visual Studio Team System
11 52 (3.52%) Gradle
11 52 (3.52%) TeamCity
12 50 (3.39%) Atlassian Bamboo
13 46 (3.12%) Cucumber
14 44 (2.98%) SpecFlow
15 39 (2.64%) Artifactory
15 39 (2.64%) Bitbucket
16 31 (2.10%) Octopus Deploy
17 30 (2.03%) Selenium
18 23 (1.56%) TestNG
General
1 307 (20.80%) Finance
2 202 (13.69%) Banking
3 98 (6.64%) Investment Banking
4 74 (5.01%) Front Office
5 65 (4.40%) Retail
6 28 (1.90%) Legal
7 26 (1.76%) Games
8 25 (1.69%) Marketing
9 24 (1.63%) Telecoms
10 17 (1.15%) Advertising
11 10 (0.68%) Back Office
12 9 (0.61%) Retail Banking
13 8 (0.54%) Financial Institution
13 8 (0.54%) Publishing
14 6 (0.41%) Manufacturing
15 4 (0.27%) Prime Brokerage
16 3 (0.20%) Law
16 3 (0.20%) Local Government
17 2 (0.14%) Electronics
17 2 (0.14%) Pharmaceutical
Job Titles
1 961 (65.11%) Developer
2 425 (28.79%) Java Developer
3 180 (12.20%) Senior Developer
4 125 (8.47%) Architect
5 110 (7.45%) Full Stack Developer
6 103 (6.98%) Data Engineer
7 99 (6.71%) DevOps Engineer
8 96 (6.50%) C# Developer
9 83 (5.62%) React Developer
10 82 (5.56%) AWS Developer
11 79 (5.35%) Node.js Developer
12 75 (5.08%) Senior Java Developer
13 69 (4.67%) Python Developer
14 56 (3.79%) JavaScript Developer
15 52 (3.52%) Software Engineer
16 49 (3.32%) Lead Developer
17 48 (3.25%) Big Data Engineer
17 48 (3.25%) Java Engineer
18 47 (3.18%) Angular Developer
18 47 (3.18%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 301 (20.39%) Spring
2 273 (18.50%) Node.js
3 239 (16.19%) Kafka
4 222 (15.04%) RESTful
5 209 (14.16%) React
6 205 (13.89%) REST
7 196 (13.28%) AngularJS
7 196 (13.28%) Spring Boot
8 194 (13.14%) .NET
9 171 (11.59%) HTML
10 157 (10.64%) Web Services
11 155 (10.50%) CSS
12 105 (7.11%) HTML5
13 102 (6.91%) Hibernate
14 98 (6.64%) RabbitMQ
15 80 (5.42%) JSON
16 75 (5.08%) CSS3
16 75 (5.08%) XML
17 66 (4.47%) Redux
18 62 (4.20%) WPF
Miscellaneous
1 126 (8.54%) Greenfield Project
2 87 (5.89%) Analytical Skills
3 84 (5.69%) Fintech
4 82 (5.56%) Algorithms
5 68 (4.61%) Fixed Income
6 59 (4.00%) User Experience
7 51 (3.46%) Data Structures
8 50 (3.39%) Enterprise Software
9 30 (2.03%) Credit Risk
10 28 (1.90%) Market Risk
11 24 (1.63%) Self-Motivation
12 20 (1.36%) Mobile App
13 19 (1.29%) Equities
13 19 (1.29%) Public Cloud
14 18 (1.22%) Derivative
15 14 (0.95%) Foreign Exchange (FX)
15 14 (0.95%) HoloLens
16 13 (0.88%) Data Centre
17 12 (0.81%) Virtual Team
18 11 (0.75%) Hedge funds
Operating Systems
1 227 (15.38%) Linux
2 107 (7.25%) Unix
3 48 (3.25%) Windows
4 25 (1.69%) Android
5 23 (1.56%) CoreOS
6 22 (1.49%) Apple iOS
7 21 (1.42%) Red Hat Enterprise Linux
8 10 (0.68%) CentOS
8 10 (0.68%) VMS
9 9 (0.61%) Ubuntu
10 7 (0.47%) Windows Server
11 3 (0.20%) Solaris
12 2 (0.14%) DC/OS
12 2 (0.14%) Windows Server 2012
13 1 (0.068%) Debian
13 1 (0.068%) HPUX
13 1 (0.068%) Mac OS X
13 1 (0.068%) Windows 7
13 1 (0.068%) Windows Server 2008
13 1 (0.068%) zOS
Processes & Methodologies
1 891 (60.37%) Agile Software Development
2 519 (35.16%) TDD
3 442 (29.95%) Microservices
4 347 (23.51%) DevOps
5 329 (22.29%) Continuous Integration
6 294 (19.92%) BDD
7 222 (15.04%) OO
8 204 (13.82%) Test Automation
9 201 (13.62%) Scrum
10 184 (12.47%) Open Source
11 152 (10.30%) Analytics
12 146 (9.89%) Software Engineering
13 132 (8.94%) Business Intelligence
14 107 (7.25%) Data Science
15 104 (7.05%) Kanban
16 96 (6.50%) Machine Learning
17 89 (6.03%) Continuous Delivery
18 86 (5.83%) MVC
19 83 (5.62%) ETL
20 82 (5.56%) Data Modelling
Programming Languages
1 783 (53.05%) Java
2 578 (39.16%) SQL
3 383 (25.95%) JavaScript
4 346 (23.44%) Python
5 232 (15.72%) Java 8
6 220 (14.91%) C#
7 192 (13.01%) Scala
8 89 (6.03%) Ruby
9 70 (4.74%) Go
10 66 (4.47%) TypeScript
11 49 (3.32%) Bash Shell
12 40 (2.71%) T-SQL
13 34 (2.30%) Perl
13 34 (2.30%) R
14 30 (2.03%) XQuery
15 28 (1.90%) XPath
16 27 (1.83%) PHP
17 24 (1.63%) Java 9
18 21 (1.42%) C++
19 20 (1.36%) Groovy
Qualifications
1 89 (6.03%) Degree
2 63 (4.27%) Security Cleared
3 34 (2.30%) SC Cleared
4 32 (2.17%) Computer Science Degree
5 15 (1.02%) Master's Degree
6 14 (0.95%) PhD
7 12 (0.81%) CTC Cleared
8 10 (0.68%) DV Cleared
9 9 (0.61%) BPSS Clearance
10 4 (0.27%) CISSP
10 4 (0.27%) ISEB
11 2 (0.14%) CEH
11 2 (0.14%) CISM
12 1 (0.068%) CRISC
12 1 (0.068%) DBS Check
12 1 (0.068%) ISACA
12 1 (0.068%) MBA
12 1 (0.068%) MCITP
12 1 (0.068%) MCTS
12 1 (0.068%) Numerate Degree
Quality Assurance & Compliance
1 39 (2.64%) QA
2 15 (1.02%) Data Quality
3 5 (0.34%) Disclosure Scotland
4 4 (0.27%) EMIR
4 4 (0.27%) MiFID
5 3 (0.20%) PSD2
6 2 (0.14%) Sarbanes-Oxley
7 1 (0.068%) GDPR
7 1 (0.068%) SLA
System Software
1 387 (26.22%) Docker
2 37 (2.51%) HDFS
3 26 (1.76%) Apache Flume
4 20 (1.36%) Apache ZooKeeper
5 19 (1.29%) Ceph
5 19 (1.29%) etcd
5 19 (1.29%) flannel
5 19 (1.29%) GlusterFS
5 19 (1.29%) SkyDNS
5 19 (1.29%) Virtual Machines
6 9 (0.61%) Active Directory
7 4 (0.27%) VMware Infrastructure
8 3 (0.20%) Squid
9 2 (0.14%) VirtualBox
10 1 (0.068%) KVM
10 1 (0.068%) Oracle RAC
10 1 (0.068%) oVirt
10 1 (0.068%) Xen
Systems Management
1 263 (17.82%) Ansible
2 220 (14.91%) Kubernetes
3 199 (13.48%) Puppet
4 191 (12.94%) Opscode Chef
5 80 (5.42%) Terraform
6 38 (2.57%) Mesos
6 38 (2.57%) Prometheus
7 32 (2.17%) Marathon
8 28 (1.90%) rkt
9 25 (1.69%) Graphite
10 23 (1.56%) Kibana
11 22 (1.49%) HAProxy
11 22 (1.49%) Sysdig
12 18 (1.22%) Host Intrusion Detection System
12 18 (1.22%) Network Intrusion Detection System
13 16 (1.08%) Hadoop YARN
14 15 (1.02%) Nagios
15 12 (0.81%) Grafana
15 12 (0.81%) Rancher
16 11 (0.75%) Oozie
Vendors
1 221 (14.97%) Oracle
2 94 (6.37%) Microsoft
3 76 (5.15%) Google
4 39 (2.64%) Splunk
5 35 (2.37%) SAP
6 34 (2.30%) Hortonworks
7 30 (2.03%) Tableau
8 26 (1.76%) Jaspersoft
9 25 (1.69%) Atlassian
10 24 (1.63%) Cloudera
11 19 (1.29%) Databricks
12 17 (1.15%) Sybase
13 14 (0.95%) Alteryx
13 14 (0.95%) MapR
14 13 (0.88%) New Relic
15 11 (0.75%) SaltStack
16 10 (0.68%) CyberArk
16 10 (0.68%) ION Trading
16 10 (0.68%) Murex
16 10 (0.68%) Talend