Period
to 19 November 2017

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 November 2017 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 Nov 2017
Same period 2016 Same period 2015
Rank 78 110 134
Rank change year-on-year +32 +24 +32
Contract jobs citing NoSQL 1452 1035 853
As % of all contract IT jobs advertised in London 3.14% 2.30% 1.81%
As % of the Database & Business Intelligence category 13.20% 9.91% 7.54%
Number of daily rates quoted 1172 790 691
London median daily rate £525 £500 £500
Median daily rate % change year-on-year +5.00% - +6.38%
10th Percentile £410 £375 £356
90th Percentile £645 £650 £650
England median daily rate £500 £475 £490
% change year-on-year +5.26% -3.06% +8.89%
Number of hourly rates quoted 1 1 1
London median hourly rate £90.00 £100.00 £65.00
Median hourly rate % change year-on-year -10.00% +53.85% +62.50%
10th Percentile £85.00 £100.00 £60.00
90th Percentile £95.00 £100.00 £70.00
England median hourly rate £45.00 £60.25 £50.00
% change year-on-year -25.31% +20.50% +25.00%

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 10999 10439 11309
As % of all contract IT jobs advertised in London 23.79% 23.25% 24.05%
Number of daily rates quoted 8161 7415 8059
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £355 £320 £304
90th Percentile £660 £638 £625
England median daily rate £458 £425 £413
% change year-on-year +7.65% +3.03% +3.13%
Number of hourly rates quoted 59 38 78
London median hourly rate £26.61 £30.94 £22.50
Median hourly rate % change year-on-year -14.01% +37.51% -18.18%
10th Percentile £18.20 £15.25 £14.93
90th Percentile £58.75 £86.23 £86.00
England median hourly rate £31.50 £28.00 £28.00
% change year-on-year +12.50% - +16.67%

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 November 2017.

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 November 2017. 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 +3 223 £525 +16.67% 49
West London +47 94 £525 +5.00% 10
South London +31 71 £525 +33.33% 1
East London +23 43 £488 -3.94% 3
NoSQL
England

For the 6 months to 19 November 2017, 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.

1 917 (63.15%) Agile Software Development
2 806 (55.51%) Java
3 636 (43.80%) TDD
4 540 (37.19%) SQL
5 532 (36.64%) Amazon AWS
6 472 (32.51%) MongoDB
7 464 (31.96%) Continuous Integration
8 404 (27.82%) Microservices
9 398 (27.41%) JavaScript
10 379 (26.10%) DevOps
10 379 (26.10%) BDD
11 370 (25.48%) Python
12 347 (23.90%) Git (software)
13 345 (23.76%) C#
14 305 (21.01%) RESTful
15 302 (20.80%) .NET
16 297 (20.45%) Finance
17 289 (19.90%) AngularJS
18 277 (19.08%) Linux
19 275 (18.94%) Scrum
20 265 (18.25%) Apache Cassandra
21 264 (18.18%) REST
22 263 (18.11%) Scala
23 262 (18.04%) Hadoop
23 262 (18.04%) Microsoft Azure
24 260 (17.91%) MySQL
25 259 (17.84%) Docker
26 256 (17.63%) Big Data
26 256 (17.63%) Web Services
27 242 (16.67%) Spring

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
1 207 (14.26%) Apache Spark
2 185 (12.74%) Elasticsearch
3 136 (9.37%) Tomcat
4 103 (7.09%) Apache
5 93 (6.40%) WebSphere
6 88 (6.06%) OpenStack
7 81 (5.58%) WebLogic
8 69 (4.75%) Confluence
9 47 (3.24%) JBoss
10 40 (2.75%) NServiceBus
11 39 (2.69%) Apache Solr
12 35 (2.41%) Apache Pig
13 30 (2.07%) nginx
14 29 (2.00%) Jetty
15 22 (1.52%) Cloud Foundry
16 21 (1.45%) IIS
17 13 (0.90%) CMS
18 11 (0.76%) Oracle SOA Suite
19 10 (0.69%) SAS
20 7 (0.48%) Apache Airflow
Applications
1 8 (0.55%) HipChat
2 2 (0.14%) SPSS
3 1 (0.069%) Gephi
3 1 (0.069%) Microsoft PowerPoint
Business Applications
1 10 (0.69%) Dynamics CRM
2 3 (0.21%) Eloqua
3 2 (0.14%) Payment Gateway
4 1 (0.069%) BASE24
Cloud Services
1 532 (36.64%) Amazon AWS
2 262 (18.04%) Microsoft Azure
3 53 (3.65%) Amazon EC2
3 53 (3.65%) GitHub
4 49 (3.37%) Amazon S3
5 42 (2.89%) SaaS
6 41 (2.82%) AWS CloudFormation
6 41 (2.82%) Google Cloud Platform
7 36 (2.48%) Amazon EMR
8 30 (2.07%) Cloud Computing
9 29 (2.00%) Serverless
10 23 (1.58%) Amazon Kinesis
10 23 (1.58%) PaaS
11 21 (1.45%) IaaS
12 19 (1.31%) Amazon SQS
13 18 (1.24%) Amazon ELB
14 15 (1.03%) Amazon ElastiCache
14 15 (1.03%) npm
15 14 (0.96%) AWS Lambda
16 12 (0.83%) Route 53
Communications & Networking
1 59 (4.06%) HTTP
2 28 (1.93%) Internet
3 25 (1.72%) DNS
3 25 (1.72%) TCP/IP
4 23 (1.58%) Firewall
5 10 (0.69%) VPN
6 8 (0.55%) Kerberos
7 7 (0.48%) BIG-IP
7 7 (0.48%) ICMP
8 6 (0.41%) AMQP
8 6 (0.41%) DSL
8 6 (0.41%) LAN
8 6 (0.41%) WAN
9 4 (0.28%) SSL
10 3 (0.21%) 3GPP
10 3 (0.21%) Diameter Protocol
10 3 (0.21%) HTTPS
10 3 (0.21%) LDAP
10 3 (0.21%) SIGTRAN
11 2 (0.14%) Unified Communications
Database & Business Intelligence
1 472 (32.51%) MongoDB
2 265 (18.25%) Apache Cassandra
3 262 (18.04%) Hadoop
4 260 (17.91%) MySQL
5 256 (17.63%) Big Data
6 228 (15.70%) Relational Database
7 200 (13.77%) PostgreSQL
8 195 (13.43%) SQL Server
9 128 (8.82%) HBase
9 128 (8.82%) RDBMS
10 86 (5.92%) Apache Hive
11 76 (5.23%) Amazon DynamoDB
12 63 (4.34%) Redis
13 61 (4.20%) Data Warehouse
14 54 (3.72%) Impala
15 46 (3.17%) RavenDB
16 41 (2.82%) Neo4j
17 40 (2.75%) MarkLogic
18 34 (2.34%) Amazon RDS
19 29 (2.00%) Couchbase
Development Applications
1 347 (23.90%) Git (software)
2 200 (13.77%) Jenkins
3 123 (8.47%) TeamCity
4 110 (7.58%) JIRA
4 110 (7.58%) NUnit
5 89 (6.13%) Subversion
6 85 (5.85%) Mockito
7 77 (5.30%) MSTest
8 76 (5.23%) JUnit
9 75 (5.17%) Cucumber
9 75 (5.17%) Octopus Deploy
10 73 (5.03%) Maven
11 61 (4.20%) SpecFlow
12 54 (3.72%) Gradle
13 36 (2.48%) Atlassian Bamboo
14 26 (1.79%) Grunt
14 26 (1.79%) gulp
14 26 (1.79%) IntelliJ
14 26 (1.79%) Sonatype Nexus
15 22 (1.52%) webpack
General
1 297 (20.45%) Finance
2 194 (13.36%) Banking
3 98 (6.75%) Investment Banking
4 60 (4.13%) Front Office
5 51 (3.51%) Games
6 50 (3.44%) Marketing
7 46 (3.17%) Publishing
8 40 (2.75%) Retail
9 32 (2.20%) Retail Banking
10 28 (1.93%) Law
11 23 (1.58%) Legal
11 23 (1.58%) Telecoms
12 17 (1.17%) Advertising
12 17 (1.17%) Electronics
13 11 (0.76%) Manufacturing
14 5 (0.34%) Private Banking
15 3 (0.21%) Back Office
15 3 (0.21%) Billing
16 1 (0.069%) Financial Institution
16 1 (0.069%) Pharmaceutical
Job Titles
1 1021 (70.32%) Developer
2 427 (29.41%) Java Developer
3 204 (14.05%) Senior Developer
4 167 (11.50%) Full Stack Developer
5 159 (10.95%) C# Developer
6 133 (9.16%) .NET Developer
7 102 (7.02%) Scala Developer
8 95 (6.54%) JavaScript Developer
9 87 (5.99%) Agile Developer
10 86 (5.92%) Senior Java Developer
11 85 (5.85%) Architect
12 79 (5.44%) Angular Developer
13 77 (5.30%) DevOps Engineer
14 65 (4.48%) Python Developer
15 61 (4.20%) C# .NET Developer
15 61 (4.20%) Data Engineer
16 52 (3.58%) Software Engineer
17 51 (3.51%) Agile Java Developer
17 51 (3.51%) Node.js Developer
17 51 (3.51%) SQL Developer
Libraries, Frameworks & Software Standards
1 305 (21.01%) RESTful
2 302 (20.80%) .NET
3 289 (19.90%) AngularJS
4 264 (18.18%) REST
5 256 (17.63%) Web Services
6 242 (16.67%) Spring
7 225 (15.50%) Node.js
8 218 (15.01%) Kafka
9 181 (12.47%) React
10 176 (12.12%) HTML
11 139 (9.57%) ASP.NET Web API
12 131 (9.02%) JSON
13 116 (7.99%) CSS
14 105 (7.23%) ASP.NET
15 99 (6.82%) Akka
16 98 (6.75%) XML
17 96 (6.61%) Spring Boot
18 92 (6.34%) Hibernate
19 89 (6.13%) RabbitMQ
20 87 (5.99%) HTML5
Miscellaneous
1 134 (9.23%) Greenfield Project
2 85 (5.85%) Analytical Skills
3 70 (4.82%) Computer Science
4 63 (4.34%) Algorithms
5 61 (4.20%) Fintech
6 49 (3.37%) User Experience
7 41 (2.82%) Data Structures
8 35 (2.41%) Enterprise Software
9 33 (2.27%) Mobile App
9 33 (2.27%) Public Cloud
10 32 (2.20%) Market Risk
11 27 (1.86%) Credit Risk
11 27 (1.86%) Derivative
12 26 (1.79%) Fixed Income
12 26 (1.79%) Hedge funds
13 20 (1.38%) Linux Command Line
13 20 (1.38%) Virtual Team
14 18 (1.24%) Blog
15 15 (1.03%) Online Games
15 15 (1.03%) Replication
Operating Systems
1 277 (19.08%) Linux
2 159 (10.95%) Unix
3 94 (6.47%) Windows
4 30 (2.07%) Mac OS X
5 28 (1.93%) Android
6 27 (1.86%) Red Hat Enterprise Linux
7 25 (1.72%) CentOS
8 19 (1.31%) Apple iOS
9 9 (0.62%) CoreOS
9 9 (0.62%) Windows Server
10 6 (0.41%) Ubuntu
11 5 (0.34%) VMS
12 4 (0.28%) DC/OS
13 3 (0.21%) Windows Server 2008
14 2 (0.14%) Solaris
14 2 (0.14%) Windows Server 2012
15 1 (0.069%) Fedora
15 1 (0.069%) SUSE Linux Enterprise Server
15 1 (0.069%) Windows 10
Processes & Methodologies
1 917 (63.15%) Agile Software Development
2 636 (43.80%) TDD
3 464 (31.96%) Continuous Integration
4 404 (27.82%) Microservices
5 379 (26.10%) BDD
5 379 (26.10%) DevOps
6 275 (18.94%) Scrum
7 238 (16.39%) OO
8 227 (15.63%) Software Engineering
9 194 (13.36%) Pair Programming
10 175 (12.05%) MVC
11 153 (10.54%) Test Automation
12 146 (10.06%) Data Modelling
13 135 (9.30%) Kanban
14 133 (9.16%) Analytics
15 128 (8.82%) Open Source
16 114 (7.85%) Domain-Driven Design
17 109 (7.51%) Machine Learning
18 104 (7.16%) High Availability
19 100 (6.89%) Multithreading
Programming Languages
1 806 (55.51%) Java
2 540 (37.19%) SQL
3 398 (27.41%) JavaScript
4 370 (25.48%) Python
5 345 (23.76%) C#
6 263 (18.11%) Scala
7 104 (7.16%) Ruby
8 65 (4.48%) Bash Shell
9 61 (4.20%) Shell Script
10 53 (3.65%) R
11 48 (3.31%) PHP
12 45 (3.10%) Groovy
13 41 (2.82%) C++
14 40 (2.75%) ES6
14 40 (2.75%) Go
15 36 (2.48%) T-SQL
16 31 (2.13%) GraphQL
16 31 (2.13%) Perl
17 28 (1.93%) TypeScript
18 20 (1.38%) PL/SQL
Qualifications
1 87 (5.99%) Security Cleared
2 79 (5.44%) Degree
3 58 (3.99%) SC Cleared
4 29 (2.00%) Computer Science Degree
5 13 (0.90%) CTC Cleared
6 10 (0.69%) DV Cleared
6 10 (0.69%) Master's Degree
7 8 (0.55%) DBS Check
8 7 (0.48%) PhD
9 5 (0.34%) AWS Certification
9 5 (0.34%) BPSS Clearance
10 4 (0.28%) CISSP
10 4 (0.28%) Numerate Degree
11 3 (0.21%) CCNA
11 3 (0.21%) CCSA
11 3 (0.21%) Cisco Certification
11 3 (0.21%) CISM
11 3 (0.21%) JNCIA
12 2 (0.14%) ISEB
12 2 (0.14%) Microsoft Certification
Quality Assurance & Compliance
1 95 (6.54%) QA
2 23 (1.58%) Data Quality
3 8 (0.55%) Actionable Recommendations
3 8 (0.55%) PCI DSS
4 7 (0.48%) MiFID
5 3 (0.21%) EMIR
6 2 (0.14%) Disclosure Scotland
6 2 (0.14%) GCP
6 2 (0.14%) GDPR
7 1 (0.069%) Government Security Classifications
7 1 (0.069%) HMG Security Policy Framework
7 1 (0.069%) PSD2
7 1 (0.069%) SLA
7 1 (0.069%) WCAG
System Software
1 259 (17.84%) Docker
2 52 (3.58%) HDFS
3 40 (2.75%) Apache Flume
4 28 (1.93%) Active Directory
5 10 (0.69%) Apache ZooKeeper
6 5 (0.34%) Ceph
6 5 (0.34%) etcd
6 5 (0.34%) flannel
6 5 (0.34%) GlusterFS
6 5 (0.34%) SkyDNS
7 2 (0.14%) Virtual Machines
7 2 (0.14%) VMware Workstation
8 1 (0.069%) Oracle RAC
8 1 (0.069%) vCloud
8 1 (0.069%) Virtual Servers
8 1 (0.069%) VMware ESXi
Systems Management
1 190 (13.09%) Ansible
2 179 (12.33%) Puppet
3 170 (11.71%) Kubernetes
4 159 (10.95%) Opscode Chef
5 71 (4.89%) Kibana
6 67 (4.61%) logstash
7 54 (3.72%) Grafana
8 52 (3.58%) Terraform
9 27 (1.86%) Oozie
10 24 (1.65%) Cobbler
11 20 (1.38%) ITRS Geneos
12 19 (1.31%) Prometheus
13 17 (1.17%) Mesos
14 16 (1.10%) Hadoop YARN
14 16 (1.10%) Rancher
15 15 (1.03%) Packer
16 11 (0.76%) Nagios
17 8 (0.55%) HAProxy
17 8 (0.55%) StatsD
17 8 (0.55%) ZABBIX
Vendors
1 184 (12.67%) Oracle
2 140 (9.64%) Microsoft
3 98 (6.75%) Splunk
4 74 (5.10%) AppDynamics
5 44 (3.03%) Google
6 40 (2.75%) Atlassian
7 27 (1.86%) Apigee
8 23 (1.58%) Cloudera
8 23 (1.58%) Tableau
9 22 (1.52%) IBM
10 17 (1.17%) Apple
10 17 (1.17%) Hortonworks
11 15 (1.03%) Informatica
11 15 (1.03%) SAP
12 13 (0.90%) Salesforce.com
13 12 (0.83%) Teradata
14 11 (0.76%) Sybase
14 11 (0.76%) Talend
15 7 (0.48%) F5
15 7 (0.48%) hybris