Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 15 August 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 15 August 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
15 Aug 2018		 Same period 2017 Same period 2016
Rank 83 97 105
Rank change year-on-year +14 +8 +71
Contract jobs citing NoSQL 1,396 1,157 1,109
As % of all contract IT jobs advertised in London 3.07% 2.71% 2.44%
As % of the Database & Business Intelligence category 12.13% 11.18% 10.53%
Number of daily rates quoted 1,115 894 856
London median daily rate £550 £515 £500
Median daily rate % change year-on-year +6.80% +3.00% -
10th Percentile £414 £406 £375
90th Percentile £675 £630 £638
England median daily rate £525 £488 £475
% change year-on-year +7.69% +2.63% -
Number of hourly rates quoted 3 0 0
London median hourly rate £52.50 - -
England median hourly rate £45.00 £48.50 £40.00
% change year-on-year -7.22% +21.25% -30.43%

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 11,511 10,352 10,535
As % of all contract IT jobs advertised in London 25.29% 24.29% 23.21%
Number of daily rates quoted 8,590 7,524 7,607
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £356 £338 £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 68 53 46
London median hourly rate £27.33 £27.16 £27.50
Median hourly rate % change year-on-year +0.63% -1.24% +10.00%
10th Percentile £19.50 £18.55 £17.11
90th Percentile £47.40 £58.75 £100.00
England median hourly rate £30.00 £30.50 £28.50
% change year-on-year -1.64% +7.02% +14.00%

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 15 August 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 15 August 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 15 August 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 +19 304 £525 - 127
West London -3 86 £525 - 50
South London 0 68 £525 +5.00% 10
East London +8 59 £550 +23.60% 23
North London +3 3 £450 -47.06% 4
NoSQL
England

For the 6 months to 15 August 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.

1 784 (56.16%) Agile Software Development
2 781 (55.95%) Java
3 579 (41.48%) SQL
4 527 (37.75%) TDD
5 514 (36.82%) Amazon AWS
6 394 (28.22%) MongoDB
7 384 (27.51%) Microservices
8 381 (27.29%) Python
9 369 (26.43%) Docker
10 351 (25.14%) DevOps
11 339 (24.28%) Continuous Integration
12 320 (22.92%) Git (software)
13 312 (22.35%) Big Data
14 299 (21.42%) Finance
15 294 (21.06%) Spring
16 289 (20.70%) Microsoft Azure
17 287 (20.56%) JavaScript
18 283 (20.27%) Linux
18 283 (20.27%) BDD
19 275 (19.70%) Kafka
20 269 (19.27%) Scala
21 268 (19.20%) Relational Database
22 265 (18.98%) Apache Spark
23 259 (18.55%) REST
24 257 (18.41%) Jenkins
25 248 (17.77%) MySQL
26 244 (17.48%) Apache Cassandra
27 240 (17.19%) Scrum
28 234 (16.76%) Hadoop
29 233 (16.69%) Java 8

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 (18.98%) Apache Spark
2 129 (9.24%) Apache
3 117 (8.38%) Elasticsearch
4 107 (7.66%) Tomcat
5 100 (7.16%) WebSphere
6 91 (6.52%) OpenStack
7 82 (5.87%) WebLogic
8 49 (3.51%) Confluence
9 43 (3.08%) Apache Pig
10 42 (3.01%) Apache Solr
11 33 (2.36%) nginx
12 25 (1.79%) JBoss
13 22 (1.58%) CMS
14 20 (1.43%) Apache Airflow
15 18 (1.29%) NServiceBus
16 16 (1.15%) Ethereum
17 13 (0.93%) Hyperledger
17 13 (0.93%) Jetty
17 13 (0.93%) Mule ESB
18 12 (0.86%) Sitecore CMS
Applications
1 4 (0.29%) Microsoft Excel
2 3 (0.21%) Photoshop
3 2 (0.14%) HipChat
3 2 (0.14%) Shockwave
3 2 (0.14%) Spreadsheet
4 1 (0.072%) Chatbot
4 1 (0.072%) InVision
4 1 (0.072%) Stata
Business Applications
1 6 (0.43%) Dynamics CRM
2 5 (0.36%) ION MarketView
2 5 (0.36%) Payment Gateway
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%) Markit EDM
4 2 (0.14%) PolarLake
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%) HiPortfolio
Cloud Services
1 514 (36.82%) Amazon AWS
2 289 (20.70%) Microsoft Azure
3 79 (5.66%) GitHub
4 67 (4.80%) Google Cloud Platform
5 59 (4.23%) Amazon EC2
6 53 (3.80%) Amazon S3
7 41 (2.94%) Serverless
8 36 (2.58%) Amazon EMR
9 34 (2.44%) Cloud Computing
10 26 (1.86%) AWS Lambda
10 26 (1.86%) PaaS
11 20 (1.43%) Amazon Kinesis
12 16 (1.15%) Amazon SQS
13 15 (1.07%) Amazon ELB
13 15 (1.07%) Heroku
13 15 (1.07%) Virtual Private Cloud
14 13 (0.93%) Amazon Glacier
15 12 (0.86%) AWS CloudFormation
16 11 (0.79%) IaaS
17 10 (0.72%) SaaS
Communications & Networking
1 85 (6.09%) HTTP
2 66 (4.73%) TCP/IP
3 44 (3.15%) DNS
4 41 (2.94%) SSL
5 34 (2.44%) FTP
6 25 (1.79%) Firewall
7 23 (1.65%) DHCP
7 23 (1.65%) IPsec
8 21 (1.50%) AMQP
9 19 (1.36%) Kerberos
9 19 (1.36%) VPN
10 11 (0.79%) RTMP
11 9 (0.64%) Reverse Proxy
12 5 (0.36%) SMS
13 4 (0.29%) Internet
13 4 (0.29%) LAN
14 3 (0.21%) DSL
14 3 (0.21%) ICMP
14 3 (0.21%) SAN
15 2 (0.14%) Broadband
Database & Business Intelligence
1 394 (28.22%) MongoDB
2 312 (22.35%) Big Data
3 268 (19.20%) Relational Database
4 248 (17.77%) MySQL
5 244 (17.48%) Apache Cassandra
6 234 (16.76%) Hadoop
7 217 (15.54%) PostgreSQL
8 158 (11.32%) SQL Server
9 145 (10.39%) RDBMS
10 108 (7.74%) HBase
11 98 (7.02%) Apache Hive
12 93 (6.66%) Redis
13 78 (5.59%) Data Warehouse
14 70 (5.01%) Amazon Redshift
15 44 (3.15%) Amazon DynamoDB
16 36 (2.58%) Data Lake
17 34 (2.44%) Impala
18 33 (2.36%) Power BI
19 31 (2.22%) Blockchain
20 29 (2.08%) Couchbase
Development Applications
1 320 (22.92%) Git (software)
2 257 (18.41%) Jenkins
3 134 (9.60%) Maven
4 98 (7.02%) JIRA
5 85 (6.09%) NUnit
6 81 (5.80%) JUnit
7 78 (5.59%) MSTest
8 73 (5.23%) GitLab
9 65 (4.66%) Subversion
10 64 (4.58%) Gradle
11 48 (3.44%) TeamCity
12 45 (3.22%) Mockito
13 44 (3.15%) Visual Studio Team System
14 34 (2.44%) Cucumber
15 32 (2.29%) Atlassian Bamboo
16 26 (1.86%) Octopus Deploy
16 26 (1.86%) webpack
17 24 (1.72%) IntelliJ
18 23 (1.65%) Travis CI
19 21 (1.50%) FishEye
General
1 299 (21.42%) Finance
2 172 (12.32%) Banking
3 75 (5.37%) Investment Banking
4 58 (4.15%) Retail
5 50 (3.58%) Front Office
6 41 (2.94%) Games
7 26 (1.86%) Marketing
8 25 (1.79%) Advertising
9 17 (1.22%) Publishing
10 16 (1.15%) Legal
11 15 (1.07%) Telecoms
12 13 (0.93%) Retail Banking
13 10 (0.72%) Prime Brokerage
14 9 (0.64%) Back Office
14 9 (0.64%) Law
15 5 (0.36%) Financial Institution
16 3 (0.21%) Digital Economy
17 2 (0.14%) Manufacturing
17 2 (0.14%) Private Banking
18 1 (0.072%) International Banking
Job Titles
1 901 (64.54%) Developer
2 436 (31.23%) Java Developer
3 170 (12.18%) Senior Developer
4 135 (9.67%) Data Engineer
5 105 (7.52%) Architect
6 93 (6.66%) Senior Java Developer
7 92 (6.59%) DevOps Engineer
8 89 (6.38%) Full Stack Developer
9 81 (5.80%) Scala Developer
10 74 (5.30%) Big Data Engineer
11 65 (4.66%) C# Developer
12 63 (4.51%) .NET Developer
13 60 (4.30%) Big Data Developer
14 57 (4.08%) Angular Developer
15 55 (3.94%) Backend Developer
15 55 (3.94%) Java Engineer
16 54 (3.87%) NoSQL Developer
17 52 (3.72%) Software Engineer
18 48 (3.44%) Digital Developer
19 47 (3.37%) Data Architect
Libraries, Frameworks & Software Standards
1 294 (21.06%) Spring
2 275 (19.70%) Kafka
3 259 (18.55%) REST
4 219 (15.69%) RESTful
5 207 (14.83%) AngularJS
6 199 (14.26%) Node.js
7 189 (13.54%) Web Services
8 165 (11.82%) React
9 146 (10.46%) Spring Boot
10 144 (10.32%) .NET
11 137 (9.81%) HTML
12 108 (7.74%) CSS
13 89 (6.38%) HTML5
14 87 (6.23%) Hibernate
15 84 (6.02%) RabbitMQ
16 78 (5.59%) JSON
17 77 (5.52%) XML
18 54 (3.87%) Play Framework
19 50 (3.58%) Dropwizard
20 48 (3.44%) CSS3
Miscellaneous
1 95 (6.81%) Analytical Skills
2 94 (6.73%) Greenfield Project
3 93 (6.66%) Algorithms
4 76 (5.44%) Fintech
5 66 (4.73%) User Experience
6 56 (4.01%) Fixed Income
7 47 (3.37%) Computer Science
8 43 (3.08%) Data Structures
9 37 (2.65%) Derivative
9 37 (2.65%) Enterprise Software
10 25 (1.79%) Linux Command Line
11 24 (1.72%) Credit Risk
11 24 (1.72%) HoloLens
12 22 (1.58%) Self-Motivation
13 20 (1.43%) Foreign Exchange (FX)
14 19 (1.36%) Equity Derivative
15 16 (1.15%) Bitcoin
15 16 (1.15%) Equities
15 16 (1.15%) Market Risk
16 15 (1.07%) Data Centre
Operating Systems
1 283 (20.27%) Linux
2 127 (9.10%) Unix
3 44 (3.15%) Windows
4 33 (2.36%) Red Hat Enterprise Linux
5 20 (1.43%) CentOS
6 15 (1.07%) Android
7 14 (1.00%) Ubuntu
8 13 (0.93%) Apple iOS
9 12 (0.86%) CoreOS
10 7 (0.50%) Windows Server
11 5 (0.36%) Windows Server 2008
12 4 (0.29%) VMS
13 2 (0.14%) Windows 2000
13 2 (0.14%) Windows Vista
14 1 (0.072%) Amazon Linux
14 1 (0.072%) DC/OS
14 1 (0.072%) Debian
14 1 (0.072%) HPUX
14 1 (0.072%) Solaris
14 1 (0.072%) zOS
Processes & Methodologies
1 784 (56.16%) Agile Software Development
2 527 (37.75%) TDD
3 384 (27.51%) Microservices
4 351 (25.14%) DevOps
5 339 (24.28%) Continuous Integration
6 283 (20.27%) BDD
7 240 (17.19%) Scrum
8 224 (16.05%) OO
9 186 (13.32%) Open Source
10 174 (12.46%) Software Engineering
11 166 (11.89%) Analytics
12 149 (10.67%) Test Automation
13 132 (9.46%) Machine Learning
14 126 (9.03%) Pair Programming
15 117 (8.38%) E-Commerce
16 114 (8.17%) Data Science
16 114 (8.17%) MVC
17 111 (7.95%) Continuous Delivery
18 101 (7.23%) Problem-Solving
19 94 (6.73%) ETL
Programming Languages
1 781 (55.95%) Java
2 579 (41.48%) SQL
3 381 (27.29%) Python
4 287 (20.56%) JavaScript
5 269 (19.27%) Scala
6 233 (16.69%) Java 8
7 161 (11.53%) C#
8 107 (7.66%) Ruby
9 82 (5.87%) Bash Shell
10 67 (4.80%) C++
11 66 (4.73%) TypeScript
12 60 (4.30%) Go
13 54 (3.87%) Perl
14 50 (3.58%) Groovy
15 48 (3.44%) R
16 38 (2.72%) C
17 33 (2.36%) PHP
18 30 (2.15%) Shell Script
19 29 (2.08%) ES6
20 25 (1.79%) T-SQL
Qualifications
1 73 (5.23%) Degree
2 47 (3.37%) Security Cleared
3 33 (2.36%) SC Cleared
4 22 (1.58%) Computer Science Degree
5 11 (0.79%) PhD
6 7 (0.50%) Master's Degree
7 5 (0.36%) Numerate Degree
8 4 (0.29%) CTC Cleared
9 3 (0.21%) BPSS Clearance
10 2 (0.14%) AWS Certification
10 2 (0.14%) CISSP
10 2 (0.14%) DV Cleared
10 2 (0.14%) ISEB
10 2 (0.14%) ISTQB
10 2 (0.14%) Sun Certification
11 1 (0.072%) CISA
11 1 (0.072%) Microsoft Certification
11 1 (0.072%) TOGAF Certification
Quality Assurance & Compliance
1 44 (3.15%) GCP
2 34 (2.44%) QA
3 32 (2.29%) Data Quality
4 6 (0.43%) GDPR
5 5 (0.36%) EMIR
5 5 (0.36%) MiFID
6 3 (0.21%) Disclosure Scotland
7 2 (0.14%) Sarbanes-Oxley
8 1 (0.072%) PMO
8 1 (0.072%) SLA
System Software
1 369 (26.43%) Docker
2 67 (4.80%) HDFS
3 34 (2.44%) Apache Flume
4 33 (2.36%) Virtual Machines
5 15 (1.07%) Apache ZooKeeper
6 10 (0.72%) etcd
6 10 (0.72%) VMware Infrastructure
7 9 (0.64%) Ceph
7 9 (0.64%) flannel
7 9 (0.64%) GlusterFS
7 9 (0.64%) SkyDNS
8 7 (0.50%) Active Directory
9 5 (0.36%) Xen
10 3 (0.21%) Squid
11 2 (0.14%) VirtualBox
12 1 (0.072%) KVM
12 1 (0.072%) Oracle RAC
12 1 (0.072%) oVirt
12 1 (0.072%) Virtual Servers
12 1 (0.072%) vSphere
Systems Management
1 205 (14.68%) Ansible
2 185 (13.25%) Kubernetes
3 167 (11.96%) Opscode Chef
4 166 (11.89%) Puppet
5 66 (4.73%) Terraform
6 50 (3.58%) Mesos
7 36 (2.58%) Marathon
8 33 (2.36%) Prometheus
9 30 (2.15%) Oozie
10 24 (1.72%) Kibana
11 21 (1.50%) Hadoop YARN
12 17 (1.22%) HAProxy
13 16 (1.15%) logstash
13 16 (1.15%) ZABBIX
14 15 (1.07%) rkt
15 14 (1.00%) Grafana
16 12 (0.86%) Consul
16 12 (0.86%) Graphite
16 12 (0.86%) Sysdig
17 11 (0.79%) Docker Swarm
Vendors
1 153 (10.96%) Oracle
2 71 (5.09%) Microsoft
3 67 (4.80%) Google
4 37 (2.65%) Atlassian
4 37 (2.65%) Hortonworks
5 36 (2.58%) Splunk
6 35 (2.51%) Cloudera
7 32 (2.29%) Tableau
8 23 (1.65%) Sybase
9 19 (1.36%) IBM
10 18 (1.29%) MapR
11 17 (1.22%) AppDynamics
12 15 (1.07%) Alteryx
12 15 (1.07%) Salesforce.com
13 14 (1.00%) SaltStack
14 13 (0.93%) Databricks
14 13 (0.93%) Informatica
14 13 (0.93%) Red Hat
15 12 (0.86%) Sitecore
16 10 (0.72%) Murex