Period
to 17 February 2018

The following table provides summary statistics for contract job vacancies advertised in England 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 17 February 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
UK > England
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 99 138 143
Rank change year-on-year +39 +5 +104
Contract jobs citing NoSQL 2,221 1,715 1,690
As % of all contract IT jobs advertised in England 2.40% 1.93% 1.70%
As % of the Database & Business Intelligence category 11.02% 8.59% 7.43%
Number of daily rates quoted 1,716 1,263 1,344
England median daily rate £513 £488 £500
Median daily rate % change year-on-year +5.13% -2.50% +11.11%
10th Percentile £363 £358 £338
90th Percentile £638 £650 £636
UK median daily rate £500 £475 £488
% change year-on-year +5.26% -2.56% +8.33%
Number of hourly rates quoted 11 2 1
England median hourly rate £45.00 £73.75 £27.50
Median hourly rate % change year-on-year -38.98% +168.18% -
10th Percentile £19.34 £51.63 £23.75
90th Percentile £80.75 £94.88 £31.25
UK median hourly rate £45.00 £73.75 £27.50
% change year-on-year -38.98% +168.18% -

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 20,158 19,963 22,736
As % of all contract IT jobs advertised in England 21.83% 22.44% 22.94%
Number of daily rates quoted 14,193 13,456 15,343
England median daily rate £475 £438 £425
Median daily rate % change year-on-year +8.57% +2.94% +6.25%
10th Percentile £313 £295 £278
90th Percentile £631 £613 £588
UK median daily rate £463 £425 £420
% change year-on-year +8.82% +1.19% +5.00%
Number of hourly rates quoted 226 261 375
England median hourly rate £34.50 £27.38 £27.50
Median hourly rate % change year-on-year +26.03% -0.45% -
10th Percentile £15.25 £9.25 £11.60
90th Percentile £58.13 £47.00 £52.50
UK median hourly rate £34.00 £27.50 £28.00
% change year-on-year +23.64% -1.79% +1.82%

NoSQL
Job Vacancy Trend in England

Job postings citing NoSQL as a percentage of all IT jobs advertised in England.

Job vacancy trend for NoSQL in England

NoSQL
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in England.

Contractor daily rate trend for NoSQL in England

NoSQL
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing NoSQL in England over the 6 months to 17 February 2018.

Contractor daily rate histogram for NoSQL in England

NoSQL
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing NoSQL in England.

Contractor hourly rate trend for NoSQL in England

NoSQL
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing NoSQL in England over the 6 months to 17 February 2018.

Contractor hourly rate histogram for NoSQL in England

NoSQL
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the England region over the 6 months to 17 February 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
London +31 1,448 £525 - 392
North of England +16 294 £425 -2.86% 123
South East -18 224 £475 +11.76% 108
Yorkshire +30 160 £430 +2.38% 41
North West -18 119 £425 -1.73% 68
Midlands +22 113 £420 -16.00% 56
East of England +12 90 £450 +2.86% 56
East Midlands +44 78 £420 -23.64% 28
South West +19 63 £475 +18.68% 45
West Midlands -18 35 £400 -15.79% 28
North East +38 23 £425 -10.53% 14
NoSQL
UK

For the 6 months to 17 February 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 England region with a requirement for NoSQL.

1 1,409 (63.44%) Agile Software Development
2 1,234 (55.56%) Java
3 903 (40.66%) TDD
4 857 (38.59%) SQL
5 807 (36.33%) MongoDB
6 693 (31.20%) Amazon AWS
7 660 (29.72%) JavaScript
8 641 (28.86%) Microservices
9 607 (27.33%) Continuous Integration
10 549 (24.72%) BDD
11 544 (24.49%) Git (software)
12 527 (23.73%) DevOps
13 493 (22.20%) Python
14 488 (21.97%) Docker
15 469 (21.12%) Scrum
16 463 (20.85%) Spring
17 459 (20.67%) MySQL
18 454 (20.44%) C#
19 451 (20.31%) RESTful
20 441 (19.86%) REST
21 424 (19.09%) Jenkins
22 418 (18.82%) Node.js
23 417 (18.78%) Linux
24 412 (18.55%) .NET
25 402 (18.10%) Apache Cassandra
26 385 (17.33%) PostgreSQL
27 383 (17.24%) Microsoft Azure
28 375 (16.88%) AngularJS
29 368 (16.57%) Big Data
30 362 (16.30%) Scala

NoSQL
Co-occurring IT Skills in England 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
1 279 (12.56%) Apache Spark
2 251 (11.30%) Elasticsearch
3 211 (9.50%) Tomcat
4 145 (6.53%) Apache
5 124 (5.58%) Confluence
6 122 (5.49%) WebLogic
7 114 (5.13%) WebSphere
8 107 (4.82%) OpenStack
9 79 (3.56%) JBoss
10 61 (2.75%) nginx
11 60 (2.70%) Cloud Foundry
12 53 (2.39%) Apache Solr
13 50 (2.25%) Apache Pig
14 47 (2.12%) Jetty
15 43 (1.94%) NServiceBus
16 40 (1.80%) CMS
17 36 (1.62%) IIS
18 24 (1.08%) SAS
19 22 (0.99%) Mule
20 21 (0.95%) Sitecore CMS
Applications
1 12 (0.54%) Microsoft Excel
2 6 (0.27%) SPSS
3 5 (0.23%) HipChat
4 3 (0.14%) Microsoft PowerPoint
4 3 (0.14%) Stata
5 1 (0.045%) Adobe Illustrator
5 1 (0.045%) Gephi
5 1 (0.045%) Microsoft Office
5 1 (0.045%) MS Visio
5 1 (0.045%) Photoshop
Business Applications
1 23 (1.04%) Payment Gateway
2 13 (0.59%) Dynamics CRM
3 7 (0.32%) Magento
4 3 (0.14%) HiPortfolio
4 3 (0.14%) Oracle Applications
5 2 (0.090%) Oracle BPM
6 1 (0.045%) Primavera
Cloud Services
1 693 (31.20%) Amazon AWS
2 383 (17.24%) Microsoft Azure
3 93 (4.19%) PaaS
4 86 (3.87%) GitHub
5 72 (3.24%) Google Cloud Platform
6 71 (3.20%) Slack
7 67 (3.02%) Amazon S3
8 59 (2.66%) Amazon EC2
9 48 (2.16%) Serverless
10 45 (2.03%) SaaS
11 41 (1.85%) Google Analytics
12 38 (1.71%) AWS CloudFormation
13 36 (1.62%) IaaS
14 33 (1.49%) Amazon Kinesis
15 32 (1.44%) AWS Lambda
16 30 (1.35%) Amazon SQS
16 30 (1.35%) Cloud Computing
17 23 (1.04%) Amazon EMR
18 21 (0.95%) Amazon CloudWatch
18 21 (0.95%) Amazon ELB
Communications & Networking
1 87 (3.92%) HTTP
2 69 (3.11%) TCP/IP
3 42 (1.89%) DNS
4 40 (1.80%) Firewall
5 32 (1.44%) Internet
6 30 (1.35%) VPN
7 28 (1.26%) SSL
8 17 (0.77%) SMS
9 16 (0.72%) FTP
10 15 (0.68%) DHCP
11 14 (0.63%) BIG-IP
11 14 (0.63%) IPsec
12 11 (0.50%) ICMP
13 9 (0.41%) Kerberos
13 9 (0.41%) Reverse Proxy
14 8 (0.36%) AMQP
15 6 (0.27%) SMTP
16 4 (0.18%) Intrusion Detection
16 4 (0.18%) SSH
17 3 (0.14%) HTTPS
Database & Business Intelligence
1 807 (36.33%) MongoDB
2 459 (20.67%) MySQL
3 402 (18.10%) Apache Cassandra
4 385 (17.33%) PostgreSQL
5 368 (16.57%) Big Data
6 343 (15.44%) Hadoop
7 308 (13.87%) Relational Database
8 285 (12.83%) SQL Server
9 147 (6.62%) RDBMS
10 135 (6.08%) HBase
11 122 (5.49%) Redis
12 120 (5.40%) Apache Hive
13 108 (4.86%) Data Warehouse
14 92 (4.14%) Amazon DynamoDB
15 57 (2.57%) Neo4j
16 48 (2.16%) Couchbase
17 42 (1.89%) MarkLogic
18 40 (1.80%) Impala
19 38 (1.71%) CouchDB
19 38 (1.71%) Data Lake
Development Applications
1 544 (24.49%) Git (software)
2 424 (19.09%) Jenkins
3 215 (9.68%) JIRA
4 195 (8.78%) Maven
5 175 (7.88%) JUnit
6 171 (7.70%) Cucumber
7 134 (6.03%) Subversion
8 117 (5.27%) Mockito
9 115 (5.18%) NUnit
10 96 (4.32%) MSTest
11 93 (4.19%) TeamCity
12 91 (4.10%) Gradle
13 56 (2.52%) Jasmine
14 54 (2.43%) Octopus Deploy
15 53 (2.39%) Selenium
16 50 (2.25%) Sonatype Nexus
17 47 (2.12%) Mercurial
18 45 (2.03%) IntelliJ
18 45 (2.03%) SonarQube
19 42 (1.89%) Bitbucket
General
1 359 (16.16%) Finance
2 170 (7.65%) Banking
3 85 (3.83%) Games
4 81 (3.65%) Marketing
5 62 (2.79%) Retail
6 55 (2.48%) Investment Banking
7 44 (1.98%) Retail Banking
8 43 (1.94%) Publishing
9 35 (1.58%) Front Office
10 33 (1.49%) Advertising
11 29 (1.31%) Law
12 26 (1.17%) Telecoms
13 24 (1.08%) Legal
14 14 (0.63%) Manufacturing
15 9 (0.41%) Electronics
16 6 (0.27%) French Language
17 5 (0.23%) Back Office
17 5 (0.23%) Pharmaceutical
18 4 (0.18%) Billing
18 4 (0.18%) Private Banking
Job Titles
1 1,362 (61.32%) Developer
2 656 (29.54%) Java Developer
3 253 (11.39%) Senior Developer
4 232 (10.45%) Architect
5 173 (7.79%) DevOps Engineer
6 161 (7.25%) Full Stack Developer
7 156 (7.02%) C# Developer
8 153 (6.89%) .NET Developer
9 134 (6.03%) Senior Java Developer
10 120 (5.40%) Scala Developer
11 113 (5.09%) Agile Developer
12 108 (4.86%) Data Engineer
13 103 (4.64%) Software Engineer
14 98 (4.41%) JavaScript Developer
15 86 (3.87%) Java Engineer
16 85 (3.83%) AWS Engineer
17 82 (3.69%) Data Architect
18 81 (3.65%) Agile Java Developer
19 70 (3.15%) Node.js Developer
20 69 (3.11%) Solutions Architect
Libraries, Frameworks & Software Standards
1 463 (20.85%) Spring
2 451 (20.31%) RESTful
3 441 (19.86%) REST
4 418 (18.82%) Node.js
5 412 (18.55%) .NET
6 375 (16.88%) AngularJS
7 332 (14.95%) Web Services
8 327 (14.72%) Kafka
9 282 (12.70%) HTML
10 264 (11.89%) React
11 247 (11.12%) CSS
12 198 (8.91%) Spring Boot
13 188 (8.46%) Hibernate
14 184 (8.28%) JSON
15 168 (7.56%) HTML5
16 144 (6.48%) ASP.NET Web API
16 144 (6.48%) SOAP
17 134 (6.03%) RabbitMQ
18 129 (5.81%) XML
19 109 (4.91%) ASP.NET
Miscellaneous
1 175 (7.88%) Greenfield Project
2 129 (5.81%) Analytical Skills
3 122 (5.49%) Computer Science
4 98 (4.41%) Algorithms
5 80 (3.60%) Fintech
6 62 (2.79%) Mobile App
6 62 (2.79%) User Experience
7 57 (2.57%) Enterprise Software
7 57 (2.57%) Public Cloud
8 49 (2.21%) Data Structures
9 28 (1.26%) Virtual Team
10 27 (1.22%) Derivative
11 25 (1.13%) Data Centre
12 23 (1.04%) Management Information System
12 23 (1.04%) Online Games
13 22 (0.99%) Hedge funds
13 22 (0.99%) iPad
14 20 (0.90%) Credit Risk
14 20 (0.90%) Fixed Income
15 17 (0.77%) Market Risk
Operating Systems
1 417 (18.78%) Linux
2 228 (10.27%) Unix
3 124 (5.58%) Windows
4 88 (3.96%) Red Hat Enterprise Linux
5 42 (1.89%) Android
6 36 (1.62%) Apple iOS
7 34 (1.53%) CentOS
8 26 (1.17%) Ubuntu
9 19 (0.86%) Mac OS X
10 8 (0.36%) Windows Server
11 7 (0.32%) VMS
12 6 (0.27%) Windows Server 2008
13 3 (0.14%) CoreOS
13 3 (0.14%) Solaris
14 2 (0.090%) Debian
15 1 (0.045%) AIX
15 1 (0.045%) Fedora
15 1 (0.045%) HPUX
15 1 (0.045%) Mac OS
15 1 (0.045%) Windows Server 2012
Processes & Methodologies
1 1,409 (63.44%) Agile Software Development
2 903 (40.66%) TDD
3 641 (28.86%) Microservices
4 607 (27.33%) Continuous Integration
5 549 (24.72%) BDD
6 527 (23.73%) DevOps
7 469 (21.12%) Scrum
8 357 (16.07%) Test Automation
9 332 (14.95%) Software Engineering
10 325 (14.63%) OO
11 274 (12.34%) Open Source
12 260 (11.71%) MVC
13 258 (11.62%) Kanban
14 233 (10.49%) Analytics
15 226 (10.18%) E-Commerce
16 185 (8.33%) Pair Programming
17 180 (8.10%) Mentoring
18 179 (8.06%) Continuous Delivery
19 140 (6.30%) Data Science
20 139 (6.26%) Configuration Management
Programming Languages
1 1,234 (55.56%) Java
2 857 (38.59%) SQL
3 660 (29.72%) JavaScript
4 493 (22.20%) Python
5 454 (20.44%) C#
6 362 (16.30%) Scala
7 206 (9.28%) Ruby
8 106 (4.77%) Bash Shell
9 99 (4.46%) R
10 93 (4.19%) Groovy
11 92 (4.14%) PHP
12 86 (3.87%) Shell Script
13 78 (3.51%) Perl
14 66 (2.97%) ES6
15 54 (2.43%) C++
16 51 (2.30%) Go
17 48 (2.16%) T-SQL
18 36 (1.62%) TypeScript
19 31 (1.40%) GraphQL
20 30 (1.35%) PL/SQL
Qualifications
1 149 (6.71%) Degree
2 85 (3.83%) Security Cleared
3 61 (2.75%) Computer Science Degree
4 47 (2.12%) SC Cleared
5 15 (0.68%) BPSS Clearance
5 15 (0.68%) Master's Degree
6 14 (0.63%) CTC Cleared
7 11 (0.50%) Numerate Degree
8 9 (0.41%) PhD
9 8 (0.36%) DBS Check
10 7 (0.32%) DV Cleared
11 5 (0.23%) AWS Certification
11 5 (0.23%) Microsoft Certification
12 3 (0.14%) Postgraduate
13 2 (0.090%) ISEB
14 1 (0.045%) CISSP
14 1 (0.045%) MCSD
14 1 (0.045%) OCA
14 1 (0.045%) Oracle Certification
14 1 (0.045%) Sun Certification
Quality Assurance & Compliance
1 116 (5.22%) QA
2 43 (1.94%) Data Quality
3 29 (1.31%) GCP
4 25 (1.13%) GDPR
5 9 (0.41%) PCI DSS
6 6 (0.27%) Disclosure Scotland
7 4 (0.18%) MiFID
7 4 (0.18%) SLA
8 2 (0.090%) EMIR
8 2 (0.090%) ISO/IEC 27001
8 2 (0.090%) PSD2
9 1 (0.045%) HL7
9 1 (0.045%) PMO
9 1 (0.045%) WCAG
System Software
1 488 (21.97%) Docker
2 61 (2.75%) Apache Flume
3 57 (2.57%) HDFS
4 32 (1.44%) Virtual Machines
5 29 (1.31%) Active Directory
6 22 (0.99%) Apache ZooKeeper
7 7 (0.32%) VMware Infrastructure
8 6 (0.27%) Xen
9 5 (0.23%) LXC
9 5 (0.23%) Varnish
10 4 (0.18%) Virtual Servers
11 3 (0.14%) vCloud
12 2 (0.090%) iptables
13 1 (0.045%) GlusterFS
13 1 (0.045%) VMware ESXi
13 1 (0.045%) vSphere
Systems Management
1 322 (14.50%) Puppet
2 284 (12.79%) Ansible
3 255 (11.48%) Opscode Chef
4 220 (9.91%) Kubernetes
5 96 (4.32%) Kibana
6 89 (4.01%) Grafana
7 82 (3.69%) Terraform
8 66 (2.97%) logstash
9 37 (1.67%) Oozie
10 31 (1.40%) Cobbler
11 30 (1.35%) Rancher
12 27 (1.22%) Mesos
13 25 (1.13%) ITRS Geneos
14 19 (0.86%) ZABBIX
15 18 (0.81%) Hadoop YARN
16 16 (0.72%) Single Sign-On
17 15 (0.68%) Nagios
18 14 (0.63%) Packer
19 13 (0.59%) Salt
20 12 (0.54%) StatsD
Vendors
1 297 (13.37%) Oracle
2 207 (9.32%) Microsoft
3 129 (5.81%) Google
4 126 (5.67%) Splunk
5 79 (3.56%) AppDynamics
6 64 (2.88%) Cloudera
7 53 (2.39%) Red Hat
8 43 (1.94%) Tableau
9 38 (1.71%) Hortonworks
10 32 (1.44%) Atlassian
11 28 (1.26%) SAP
12 27 (1.22%) Apigee
13 25 (1.13%) IBM
14 24 (1.08%) Talend
15 22 (0.99%) Salesforce.com
15 22 (0.99%) Sitecore
16 20 (0.90%) CA
16 20 (0.90%) Informatica
17 19 (0.86%) New Relic
18 16 (0.72%) MapR