Period
to 25 May 2019

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 25 May 2019 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
25 May 2019
Same period 2018 Same period 2017
Rank 108 108 147
Rank change year-on-year 0 +39 -4
Contract jobs citing NoSQL 1,958 2,162 1,542
As % of all contract IT jobs advertised in England 2.34% 2.33% 1.85%
As % of the Database & Business Intelligence category 10.34% 10.33% 8.16%
Number of daily rates quoted 1,432 1,650 1,151
England median daily rate £525 £513 £475
Median daily rate % change year-on-year +2.44% +7.89% -2.56%
10th Percentile £400 £363 £350
90th Percentile £650 £638 £625
UK median daily rate £525 £510 £475
% change year-on-year +2.94% +7.37% -
Number of hourly rates quoted 10 8 2
England median hourly rate £55.00 £62.50 £48.00
Median hourly rate % change year-on-year -12.00% +30.21% +20.00%
10th Percentile £50.30 £36.60 £46.30
90th Percentile £60.00 £78.48 £50.10
UK median hourly rate £55.00 £62.50 £47.50
% change year-on-year -12.00% +31.58% +18.75%

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 18,934 20,926 18,889
As % of all contract IT jobs advertised in England 22.59% 22.55% 22.61%
Number of daily rates quoted 13,116 14,704 12,724
England median daily rate £488 £475 £450
Median daily rate % change year-on-year +2.63% +5.56% +5.88%
10th Percentile £325 £313 £300
90th Percentile £650 £638 £615
UK median daily rate £475 £473 £438
% change year-on-year +0.53% +8.00% +2.94%
Number of hourly rates quoted 231 214 216
England median hourly rate £35.00 £32.25 £30.00
Median hourly rate % change year-on-year +8.53% +7.50% +6.19%
10th Percentile £14.00 £14.08 £9.25
90th Percentile £57.50 £53.50 £49.38
UK median hourly rate £35.00 £33.50 £29.82
% change year-on-year +4.48% +12.36% +6.48%

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 25 May 2019.

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 25 May 2019.

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 25 May 2019. 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 -3 1,242 £550 +4.76% 119
South East +34 272 £475 +5.56% 48
North of England -14 229 £475 +11.76% 40
Yorkshire -31 114 £498 +10.56% 13
Midlands +30 99 £450 -5.26% 27
North West -2 93 £450 +20.00% 24
South West -20 65 £475 +8.57% 14
West Midlands +21 57 £488 +2.63% 16
East of England -32 44 £456 +1.39% 18
East Midlands +23 41 £388 -18.42% 11
North East +16 22 £476 +0.21% 3
NoSQL
UK

For the 6 months to 25 May 2019, 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 1,079 (55.11%) Agile Software Development
2 1,023 (52.25%) SQL
3 987 (50.41%) Java
4 731 (37.33%) Amazon AWS
5 702 (35.85%) Microservices
6 676 (34.53%) Python
7 674 (34.42%) MongoDB
8 614 (31.36%) JavaScript
9 561 (28.65%) DevOps
10 539 (27.53%) TDD
11 521 (26.61%) Docker
12 495 (25.28%) Microsoft Azure
13 448 (22.88%) Jenkins
14 410 (20.94%) Linux
15 405 (20.68%) Git (software)
16 402 (20.53%) Spring
17 398 (20.33%) Continuous Integration
18 391 (19.97%) Big Data
19 384 (19.61%) Kafka
20 366 (18.69%) MySQL
21 361 (18.44%) C#
21 361 (18.44%) Node.js
22 354 (18.08%) PostgreSQL
23 333 (17.01%) Apache Cassandra
24 331 (16.91%) Test Automation
25 330 (16.85%) Hadoop
26 324 (16.55%) Finance
27 323 (16.50%) Apache Spark
28 309 (15.78%) Kubernetes
28 309 (15.78%) Open Source

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
1 323 (16.50%) Apache Spark
2 181 (9.24%) Elasticsearch
3 131 (6.69%) Apache
4 97 (4.95%) nginx
5 89 (4.55%) Confluence
6 88 (4.49%) Tomcat
7 61 (3.12%) JBoss
8 60 (3.06%) WebLogic
9 53 (2.71%) OpenStack
10 52 (2.66%) WebSphere
11 31 (1.58%) Apache Airflow
12 29 (1.48%) Apache Pig
13 27 (1.38%) Luigi
14 24 (1.23%) SAS
15 19 (0.97%) Cloud Foundry
16 18 (0.92%) Jupyter
17 17 (0.87%) Apache Solr
18 16 (0.82%) Jetty
19 15 (0.77%) CMS
20 12 (0.61%) Mule
Applications
1 11 (0.56%) Microsoft Excel
2 6 (0.31%) Microsoft Office
3 4 (0.20%) MS Visio
4 3 (0.15%) Chatbot
5 2 (0.10%) Adobe Illustrator
5 2 (0.10%) GIMP
5 2 (0.10%) Photoshop
6 1 (0.051%) InVision
6 1 (0.051%) Spreadsheet
6 1 (0.051%) Weka
Business Applications
1 9 (0.46%) Distributed Ledger
2 7 (0.36%) Magento
3 6 (0.31%) SAP Hybris
4 5 (0.26%) Fredhopper
5 4 (0.20%) Dynamics CRM
6 3 (0.15%) Oracle BPM
6 3 (0.15%) Remedy ITSM
7 2 (0.10%) Payment Gateway
8 1 (0.051%) Dynamics AX
8 1 (0.051%) Dynamics NAV
8 1 (0.051%) Eloqua
8 1 (0.051%) OpenCart
8 1 (0.051%) R3 Corda
8 1 (0.051%) Salesforce.com CRM
8 1 (0.051%) SAP ERP
8 1 (0.051%) SAP Oil and Gas
8 1 (0.051%) Unica
Cloud Services
1 731 (37.33%) Amazon AWS
2 495 (25.28%) Microsoft Azure
3 214 (10.93%) Google Cloud Platform
4 133 (6.79%) Serverless
5 100 (5.11%) Amazon S3
6 90 (4.60%) AWS Lambda
7 87 (4.44%) GitHub
8 79 (4.03%) PaaS
9 73 (3.73%) SaaS
10 64 (3.27%) Power Platform
11 57 (2.91%) Amazon EMR
12 55 (2.81%) Amazon EC2
13 47 (2.40%) Cloud Computing
14 41 (2.09%) Amazon Kinesis
14 41 (2.09%) Amazon SQS
15 38 (1.94%) OpenShift
16 37 (1.89%) Azure Data Factory
17 36 (1.84%) AWS CloudFormation
18 31 (1.58%) Amazon CloudWatch
19 26 (1.33%) Google Analytics
Communications & Networking
1 125 (6.38%) HTTP
2 109 (5.57%) TCP/IP
3 86 (4.39%) SSL
4 81 (4.14%) DNS
5 64 (3.27%) FTP
6 60 (3.06%) DHCP
7 59 (3.01%) IPsec
8 30 (1.53%) AMQP
9 26 (1.33%) Firewall
10 22 (1.12%) MQTT
11 20 (1.02%) Internet
12 7 (0.36%) MPLS
12 7 (0.36%) VPN
13 6 (0.31%) Kerberos
13 6 (0.31%) SNMP
14 5 (0.26%) BGP
14 5 (0.26%) iSCSI
14 5 (0.26%) NAS
14 5 (0.26%) Reverse Proxy
14 5 (0.26%) VLAN
Database & Business Intelligence
1 674 (34.42%) MongoDB
2 391 (19.97%) Big Data
3 366 (18.69%) MySQL
4 354 (18.08%) PostgreSQL
5 333 (17.01%) Apache Cassandra
6 330 (16.85%) Hadoop
7 283 (14.45%) Relational Database
8 264 (13.48%) SQL Server
9 178 (9.09%) RDBMS
10 147 (7.51%) Redis
11 142 (7.25%) Data Warehouse
12 133 (6.79%) Apache Hive
13 86 (4.39%) Amazon DynamoDB
14 85 (4.34%) HBase
15 80 (4.09%) Data Lake
16 66 (3.37%) Amazon Redshift
17 63 (3.22%) Power BI
18 60 (3.06%) Cosmos DB
19 52 (2.66%) CouchDB
20 51 (2.60%) SQL Server Integration Services
Development Applications
1 448 (22.88%) Jenkins
2 405 (20.68%) Git (software)
3 165 (8.43%) JIRA
4 155 (7.92%) Maven
5 133 (6.79%) JUnit
6 76 (3.88%) Selenium
7 72 (3.68%) Bitbucket
7 72 (3.68%) Cucumber
7 72 (3.68%) Subversion
8 71 (3.63%) TeamCity
9 66 (3.37%) GitLab
10 65 (3.32%) Travis CI
11 62 (3.17%) Visual Studio Team System
12 59 (3.01%) Artifactory
13 58 (2.96%) Gradle
14 55 (2.81%) gulp
15 54 (2.76%) NUnit
15 54 (2.76%) SpecFlow
16 48 (2.45%) IntelliJ
17 47 (2.40%) Visual Studio
General
1 324 (16.55%) Finance
2 193 (9.86%) Banking
3 80 (4.09%) Retail
4 44 (2.25%) Games
5 36 (1.84%) Front Office
6 31 (1.58%) Investment Banking
7 23 (1.17%) Legal
8 21 (1.07%) Financial Institution
9 15 (0.77%) Telecoms
10 12 (0.61%) Advertising
10 12 (0.61%) Back Office
10 12 (0.61%) Marketing
11 10 (0.51%) Law
12 6 (0.31%) Aerospace
12 6 (0.31%) Publishing
13 4 (0.20%) Manufacturing
14 2 (0.10%) Billing
14 2 (0.10%) Local Government
14 2 (0.10%) Prime Brokerage
14 2 (0.10%) Retail Banking
Job Titles
1 1,071 (54.70%) Developer
2 383 (19.56%) Java Developer
3 224 (11.44%) Architect
4 188 (9.60%) Data Engineer
5 152 (7.76%) Senior Developer
6 144 (7.35%) Python Developer
7 141 (7.20%) DevOps Engineer
8 128 (6.54%) .NET Developer
9 117 (5.98%) Full Stack Developer
10 105 (5.36%) React Developer
11 101 (5.16%) C# Developer
12 91 (4.65%) Senior Java Developer
13 76 (3.88%) Big Data Engineer
14 74 (3.78%) Data Architect
15 67 (3.42%) C# .NET Developer
16 66 (3.37%) AWS Engineer
17 65 (3.32%) Technical Architect
18 63 (3.22%) Scala Developer
19 61 (3.12%) Front End Developer (Client-Side Developer)
20 59 (3.01%) Software Engineer
Libraries, Frameworks & Software Standards
1 402 (20.53%) Spring
2 384 (19.61%) Kafka
3 361 (18.44%) Node.js
4 307 (15.68%) REST
5 297 (15.17%) HTML
6 294 (15.02%) .NET
6 294 (15.02%) RESTful
7 272 (13.89%) Web Services
8 267 (13.64%) CSS
9 263 (13.43%) AngularJS
10 258 (13.18%) React
11 199 (10.16%) JSON
12 185 (9.45%) RabbitMQ
13 184 (9.40%) Spring Boot
14 145 (7.41%) XML
15 135 (6.89%) HTML5
16 125 (6.38%) Redux
17 117 (5.98%) Hibernate
18 101 (5.16%) SOAP
19 94 (4.80%) Elastic Stack
Miscellaneous
1 140 (7.15%) Fintech
2 121 (6.18%) Analytical Skills
3 120 (6.13%) Greenfield Project
4 94 (4.80%) Algorithms
5 91 (4.65%) Data Structures
6 48 (2.45%) User Experience
7 47 (2.40%) Enterprise Software
8 43 (2.20%) Public Cloud
9 41 (2.09%) Self-Motivation
10 34 (1.74%) Data Centre
11 33 (1.69%) Virtual Team
12 31 (1.58%) Cloud Native
13 29 (1.48%) Mobile App
14 20 (1.02%) Clustering
15 18 (0.92%) Mobile Banking
16 17 (0.87%) Replication
17 14 (0.72%) Derivative
18 11 (0.56%) Hybrid Cloud
18 11 (0.56%) Private Cloud
19 10 (0.51%) Management Information System
Operating Systems
1 410 (20.94%) Linux
2 138 (7.05%) Unix
3 133 (6.79%) Windows
4 34 (1.74%) Ubuntu
5 31 (1.58%) Apple iOS
6 27 (1.38%) Android
7 20 (1.02%) VMS
8 19 (0.97%) CoreOS
9 7 (0.36%) Red Hat Enterprise Linux
10 5 (0.26%) Solaris
10 5 (0.26%) Windows Server 2008
11 4 (0.20%) Windows 10
11 4 (0.20%) Windows Server
12 3 (0.15%) AIX
12 3 (0.15%) Windows Server 2012
13 2 (0.10%) Windows Server 2003
14 1 (0.051%) CentOS
14 1 (0.051%) Debian
14 1 (0.051%) Fedora
14 1 (0.051%) zOS
Processes & Methodologies
1 1,079 (55.11%) Agile Software Development
2 702 (35.85%) Microservices
3 561 (28.65%) DevOps
4 539 (27.53%) TDD
5 398 (20.33%) Continuous Integration
6 331 (16.91%) Test Automation
7 309 (15.78%) Open Source
8 304 (15.53%) Scrum
9 275 (14.04%) BDD
10 255 (13.02%) Analytics
11 243 (12.41%) OO
12 234 (11.95%) Software Engineering
13 174 (8.89%) Problem-Solving
14 169 (8.63%) ETL
15 168 (8.58%) Data Modelling
16 167 (8.53%) Machine Learning
17 160 (8.17%) Data Science
18 152 (7.76%) Configuration Management
19 144 (7.35%) Kanban
19 144 (7.35%) OOP
Programming Languages
1 1,023 (52.25%) SQL
2 987 (50.41%) Java
3 676 (34.53%) Python
4 614 (31.36%) JavaScript
5 361 (18.44%) C#
6 306 (15.63%) Scala
7 214 (10.93%) Java 8
8 157 (8.02%) Ruby
9 108 (5.52%) C++
10 92 (4.70%) Go
11 84 (4.29%) Bash Shell
12 75 (3.83%) TypeScript
13 67 (3.42%) R
14 65 (3.32%) Groovy
15 54 (2.76%) Perl
16 44 (2.25%) PHP
17 37 (1.89%) ES6
18 32 (1.63%) Clojure
18 32 (1.63%) Shell Script
19 28 (1.43%) ES7
Qualifications
1 118 (6.03%) Degree
2 87 (4.44%) Security Cleared
3 65 (3.32%) SC Cleared
4 43 (2.20%) Computer Science Degree
5 23 (1.17%) PhD
6 21 (1.07%) Master's Degree
7 15 (0.77%) BPSS Clearance
8 12 (0.61%) AWS Certification
9 11 (0.56%) DV Cleared
10 7 (0.36%) ISEB
11 5 (0.26%) ISTQB
11 5 (0.26%) Numerate Degree
12 4 (0.20%) DBS Check
12 4 (0.20%) TOGAF Certification
13 2 (0.10%) BC Cleared
13 2 (0.10%) Microsoft Certification
13 2 (0.10%) Sun Certification
14 1 (0.051%) CISSP
14 1 (0.051%) RHCE
14 1 (0.051%) SAS Certification
Quality Assurance & Compliance
1 85 (4.34%) QA
2 29 (1.48%) GDPR
3 25 (1.28%) Data Quality
4 7 (0.36%) ISO/IEC 27001
5 5 (0.26%) PCI DSS
6 3 (0.15%) PSD2
7 2 (0.10%) Disclosure Scotland
7 2 (0.10%) SLA
8 1 (0.051%) OASIS TOSCA
System Software
1 521 (26.61%) Docker
2 73 (3.73%) Virtual Machines
3 60 (3.06%) Apache Flume
4 57 (2.91%) HDFS
5 18 (0.92%) Active Directory
6 17 (0.87%) Apache ZooKeeper
7 16 (0.82%) etcd
8 14 (0.72%) Ceph
8 14 (0.72%) flannel
8 14 (0.72%) SkyDNS
8 14 (0.72%) VMware Infrastructure
9 13 (0.66%) GlusterFS
10 12 (0.61%) KVM
11 6 (0.31%) NFS
12 5 (0.26%) BIND 9
12 5 (0.26%) Postfix
12 5 (0.26%) Squid
13 4 (0.20%) Oracle RAC
14 3 (0.15%) VMware ESXi
14 3 (0.15%) vSphere
Systems Management
1 309 (15.78%) Kubernetes
2 239 (12.21%) Ansible
3 232 (11.85%) Puppet
4 169 (8.63%) Opscode Chef
5 116 (5.92%) Terraform
6 65 (3.32%) Kibana
7 41 (2.09%) Grafana
8 27 (1.38%) Prometheus
9 26 (1.33%) Graphite
9 26 (1.33%) Oozie
9 26 (1.33%) rkt
10 19 (0.97%) Hadoop YARN
10 19 (0.97%) HAProxy
10 19 (0.97%) Sysdig
11 18 (0.92%) logstash
12 14 (0.72%) Host Intrusion Detection System
12 14 (0.72%) Mesos
12 14 (0.72%) Network Intrusion Detection System
13 11 (0.56%) Nagios
14 9 (0.46%) Marathon
Vendors
1 196 (10.01%) Microsoft
2 188 (9.60%) Oracle
3 184 (9.40%) Google
4 63 (3.22%) Splunk
5 54 (2.76%) Tableau
6 30 (1.53%) Cloudera
7 28 (1.43%) Databricks
8 26 (1.33%) New Relic
8 26 (1.33%) Salesforce.com
9 25 (1.28%) hybris
10 24 (1.23%) Adobe
11 23 (1.17%) Hortonworks
12 22 (1.12%) Atlassian
12 22 (1.12%) MuleSoft
13 19 (0.97%) MapR
13 19 (0.97%) webMethods
14 18 (0.92%) SAP
14 18 (0.92%) Talend
15 17 (0.87%) IBM
15 17 (0.87%) Informatica