Period
to 22 February 2020

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 22 February 2020 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
22 Feb 2020
Same period 2019 Same period 2018
Rank 156 103 102
Rank change year-on-year -53 -1 +39
Contract jobs citing NoSQL 1,048 2,294 2,240
As % of all contract IT jobs advertised in England 1.70% 2.53% 2.40%
As % of the Database & Business Intelligence category 7.95% 11.23% 11.01%
Number of daily rates quoted 727 1,720 1,732
England median daily rate £525 £525 £513
Median daily rate % change year-on-year - +2.44% +5.13%
10th Percentile £398 £388 £363
90th Percentile £713 £650 £645
UK median daily rate £520 £525 £500
% change year-on-year -0.95% +5.00% +5.26%
Number of hourly rates quoted 2 4 11
England median hourly rate £46.50 £57.42 £45.00
Median hourly rate % change year-on-year -19.01% +27.59% -38.98%
10th Percentile £37.30 £40.25 £19.34
90th Percentile £55.70 £62.06 £80.75
UK median hourly rate £35.00 £55.00 £45.00
% change year-on-year -36.36% +22.22% -38.98%

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 13,186 20,422 20,348
As % of all contract IT jobs advertised in England 21.45% 22.51% 21.81%
Number of daily rates quoted 8,843 14,212 14,346
England median daily rate £488 £488 £475
Median daily rate % change year-on-year - +2.63% +8.57%
10th Percentile £323 £325 £313
90th Percentile £675 £650 £635
UK median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 217 226 224
England median hourly rate £31.50 £35.00 £35.00
Median hourly rate % change year-on-year -10.00% - +32.08%
10th Percentile £14.00 £14.00 £15.20
90th Percentile £58.60 £55.50 £57.31
UK median hourly rate £31.00 £35.00 £34.75
% change year-on-year -11.43% +0.72% +28.70%

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 22 February 2020.

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 22 February 2020.

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 22 February 2020. 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 -21 698 £525 -4.55% 292
North of England -17 146 £450 -5.26% 125
South East -95 110 £490 -2.00% 88
North West +45 78 £419 +16.32% 70
Yorkshire -15 54 £475 -3.06% 37
Midlands -14 48 £425 -12.82% 49
West Midlands 0 35 £445 -1.06% 29
East of England +7 27 £480 +1.05% 45
South West -37 18 £481 +4.05% 46
North East -3 15 £430 -16.10% 18
East Midlands +6 13 £325 -35.00% 20
NoSQL
UK

For the 6 months to 22 February 2020, 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.

1 636 (60.69%) SQL
2 442 (42.18%) Agile Software Development
3 418 (39.89%) Java
4 388 (37.02%) AWS
5 374 (35.69%) Python
6 371 (35.40%) Microservices
7 347 (33.11%) Azure
8 322 (30.73%) MongoDB
9 291 (27.77%) JavaScript
10 231 (22.04%) Analytics
11 229 (21.85%) DevOps
12 228 (21.76%) TDD
13 224 (21.37%) Docker
14 217 (20.71%) Finance
15 214 (20.42%) Git (software)
16 211 (20.13%) C#
17 207 (19.75%) Kafka
18 199 (18.99%) .NET
19 196 (18.70%) Kubernetes
20 195 (18.61%) Big Data
21 193 (18.42%) Web Services
22 192 (18.32%) GCP
23 190 (18.13%) PostgreSQL
24 180 (17.18%) Hadoop
25 173 (16.51%) Scrum
26 168 (16.03%) Linux
26 168 (16.03%) Software Engineering
26 168 (16.03%) Apache Spark
27 160 (15.27%) Scala
27 160 (15.27%) Node.js

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
1 168 (16.03%) Apache Spark
2 75 (7.16%) Apache
3 59 (5.63%) Confluence
4 50 (4.77%) Elasticsearch
5 36 (3.44%) Tomcat
6 31 (2.96%) WebLogic
7 21 (2.00%) nginx
8 18 (1.72%) Jupyter
9 13 (1.24%) SAS
10 11 (1.05%) OpenStack
11 10 (0.95%) Apache Airflow
11 10 (0.95%) JBoss
11 10 (0.95%) Jetty
11 10 (0.95%) NServiceBus
12 8 (0.76%) IIS
13 6 (0.57%) Apache Pig
13 6 (0.57%) CMS
13 6 (0.57%) Luigi
14 5 (0.48%) Cloud Foundry
15 4 (0.38%) BizTalk Server
Applications
1 34 (3.24%) MS Visio
2 2 (0.19%) Microsoft Excel
2 2 (0.19%) Microsoft Office
3 1 (0.095%) Zeplin
Business Applications
1 52 (4.96%) FINCAD Analytics
2 8 (0.76%) Oracle Applications
3 6 (0.57%) Salesforce.com CRM
4 5 (0.48%) NetSuite
4 5 (0.48%) SAP Oil and Gas
4 5 (0.48%) Sparx Enterprise Architect
5 2 (0.19%) Dynamics CRM
6 1 (0.095%) Magento
6 1 (0.095%) Oracle EBS
Cloud Services
1 388 (37.02%) AWS
2 347 (33.11%) Azure
3 192 (18.32%) GCP
4 83 (7.92%) Serverless
5 65 (6.20%) Amazon S3
6 63 (6.01%) GitHub
7 59 (5.63%) AWS Lambda
8 57 (5.44%) AWS Step Functions
9 41 (3.91%) PaaS
10 40 (3.82%) Power Platform
11 35 (3.34%) SaaS
12 30 (2.86%) Amazon EC2
13 29 (2.77%) Amazon Kinesis
14 27 (2.58%) Azure Machine Learning
14 27 (2.58%) Cloud Computing
15 24 (2.29%) Heroku
15 24 (2.29%) OpenShift
16 23 (2.19%) Azure Data Factory
17 21 (2.00%) AWS CloudFormation
18 19 (1.81%) Amazon SQS
Communications & Networking
1 33 (3.15%) HTTP
2 20 (1.91%) AMQP
3 14 (1.34%) TCP/IP
4 11 (1.05%) Firewall
4 11 (1.05%) SSL
5 9 (0.86%) Internet
5 9 (0.86%) VPN
6 6 (0.57%) HTTPS
6 6 (0.57%) Kerberos
7 4 (0.38%) Network Security
8 3 (0.29%) DHCP
8 3 (0.29%) DNS
8 3 (0.29%) DOCSIS
8 3 (0.29%) MQTT
8 3 (0.29%) Reverse Proxy
8 3 (0.29%) SNMP
9 2 (0.19%) RTMP
9 2 (0.19%) Skype
9 2 (0.19%) VLAN
9 2 (0.19%) Wireless
Database & Business Intelligence
1 322 (30.73%) MongoDB
2 195 (18.61%) Big Data
3 190 (18.13%) PostgreSQL
4 180 (17.18%) Hadoop
5 151 (14.41%) Apache Cassandra
6 143 (13.65%) Relational Database
7 134 (12.79%) MySQL
8 123 (11.74%) SQL Server
9 100 (9.54%) Amazon DynamoDB
10 94 (8.97%) Redis
11 90 (8.59%) Data Warehouse
12 89 (8.49%) Amazon Athena
13 83 (7.92%) HBase
14 80 (7.63%) Data Lake
15 57 (5.44%) RDBMS
16 55 (5.25%) Apache Hive
17 52 (4.96%) Neo4j
18 51 (4.87%) Amazon Aurora
19 44 (4.20%) Amazon Redshift
20 40 (3.82%) Power BI
Development Applications
1 214 (20.42%) Git (software)
2 127 (12.12%) Jenkins
3 91 (8.68%) JIRA
4 79 (7.54%) JUnit
5 76 (7.25%) Maven
6 55 (5.25%) Gradle
7 48 (4.58%) Cucumber
8 47 (4.48%) Mockito
9 42 (4.01%) NUnit
10 38 (3.63%) TeamCity
11 35 (3.34%) Octopus Deploy
12 33 (3.15%) Selenium
13 30 (2.86%) Atlassian Bamboo
14 28 (2.67%) Artifactory
15 26 (2.48%) Visual Studio
16 23 (2.19%) Visual Studio Team System
17 21 (2.00%) Team Foundation Server
18 19 (1.81%) Bitbucket
18 19 (1.81%) IntelliJ
18 19 (1.81%) webpack
General
1 217 (20.71%) Finance
2 103 (9.83%) Front Office
3 100 (9.54%) Banking
4 45 (4.29%) Public Sector
5 21 (2.00%) Marketing
6 19 (1.81%) Law
7 18 (1.72%) Games
8 16 (1.53%) Legal
8 16 (1.53%) Publishing
9 12 (1.15%) Retail
10 11 (1.05%) Investment Banking
10 11 (1.05%) Telecoms
11 6 (0.57%) Automotive
11 6 (0.57%) Manufacturing
12 5 (0.48%) Aerospace
12 5 (0.48%) Back Office
13 3 (0.29%) Advertising
13 3 (0.29%) Billing
13 3 (0.29%) Pharmaceutical
14 2 (0.19%) iGaming
Job Titles
1 528 (50.38%) Developer
2 148 (14.12%) Java Developer
3 126 (12.02%) Data Engineer
4 122 (11.64%) Senior Developer
5 109 (10.40%) Architect
6 97 (9.26%) .NET Developer
7 68 (6.49%) Data Architect
8 57 (5.44%) AWS Developer
8 57 (5.44%) AWS Engineer
9 54 (5.15%) Python Developer
10 53 (5.06%) Full Stack Developer
11 51 (4.87%) C# Developer
12 49 (4.68%) Software Engineer
13 47 (4.48%) DevOps Engineer
14 45 (4.29%) Senior Java Developer
15 40 (3.82%) Node.js Developer
15 40 (3.82%) NoSQL Developer
16 39 (3.72%) Data Scientist
17 38 (3.63%) Backend Developer
18 35 (3.34%) Python Engineer
Libraries, Frameworks & Software Standards
1 207 (19.75%) Kafka
2 199 (18.99%) .NET
3 193 (18.42%) Web Services
4 160 (15.27%) Node.js
5 156 (14.89%) REST
6 155 (14.79%) Spring
7 140 (13.36%) React
8 139 (13.26%) AngularJS
9 126 (12.02%) RESTful
10 124 (11.83%) CSS
11 122 (11.64%) JSON
12 120 (11.45%) HTML
13 114 (10.88%) Spring Boot
14 86 (8.21%) RabbitMQ
15 72 (6.87%) XML
16 59 (5.63%) .NET Core
17 58 (5.53%) ASP.NET
18 54 (5.15%) J2EE
19 47 (4.48%) jQuery
19 47 (4.48%) NumPy
Miscellaneous
1 105 (10.02%) Analytical Skills
2 91 (8.68%) Derivative
3 79 (7.54%) Fixed Income
4 75 (7.16%) Algorithms
5 69 (6.58%) Data Structures
6 68 (6.49%) Hedge funds
7 66 (6.30%) Public Cloud
8 64 (6.11%) Greenfield Project
9 59 (5.63%) Foreign Exchange (FX)
10 57 (5.44%) Equity Derivative
11 53 (5.06%) User Experience
12 38 (3.63%) Equities
13 26 (2.48%) Blog
14 21 (2.00%) Market Risk
14 21 (2.00%) Mobile App
15 18 (1.72%) Cloud Native
15 18 (1.72%) Enterprise Software
16 15 (1.43%) Management Information System
17 14 (1.34%) Data Centre
18 13 (1.24%) Replication
Operating Systems
1 168 (16.03%) Linux
2 74 (7.06%) Unix
3 53 (5.06%) Windows
4 16 (1.53%) Ubuntu
5 10 (0.95%) Oracle Linux
5 10 (0.95%) Red Hat Enterprise Linux
6 9 (0.86%) Android
7 7 (0.67%) Solaris
8 6 (0.57%) Apple iOS
9 5 (0.48%) CoreOS
10 4 (0.38%) Windows Server
11 2 (0.19%) CentOS
11 2 (0.19%) Debian
11 2 (0.19%) Mac OS
12 1 (0.095%) DC/OS
12 1 (0.095%) Mac OS X
12 1 (0.095%) VME
Processes & Methodologies
1 442 (42.18%) Agile Software Development
2 371 (35.40%) Microservices
3 231 (22.04%) Analytics
4 229 (21.85%) DevOps
5 228 (21.76%) TDD
6 173 (16.51%) Scrum
7 168 (16.03%) Software Engineering
8 159 (15.17%) Data Science
9 147 (14.03%) ETL
10 146 (13.93%) Test Automation
11 140 (13.36%) Continuous Integration
11 140 (13.36%) Data Modelling
12 111 (10.59%) Machine Learning
13 101 (9.64%) Business Intelligence
14 99 (9.45%) Migration
15 94 (8.97%) Open Source
16 90 (8.59%) OO
17 86 (8.21%) BDD
18 80 (7.63%) Computer Science
19 77 (7.35%) MVC
Programming Languages
1 636 (60.69%) SQL
2 418 (39.89%) Java
3 374 (35.69%) Python
4 291 (27.77%) JavaScript
5 211 (20.13%) C#
6 160 (15.27%) Scala
7 73 (6.97%) C++
7 73 (6.97%) R
8 66 (6.30%) TypeScript
9 61 (5.82%) Java 8
10 55 (5.25%) Ruby
11 47 (4.48%) Kotlin
12 39 (3.72%) Bash Shell
13 37 (3.53%) Groovy
14 36 (3.44%) Go
15 35 (3.34%) VBA
16 32 (3.05%) T-SQL
17 30 (2.86%) PowerShell
18 26 (2.48%) ES6
19 25 (2.39%) Clojure
Qualifications
1 68 (6.49%) Degree
2 53 (5.06%) Security Cleared
3 39 (3.72%) SC Cleared
4 21 (2.00%) PhD
5 14 (1.34%) Numerate Degree
6 13 (1.24%) Master's Degree
7 11 (1.05%) Computer Science Degree
8 5 (0.48%) BPSS Clearance
8 5 (0.48%) Microsoft Certification
9 3 (0.29%) DV Cleared
10 2 (0.19%) AWS Certification
10 2 (0.19%) DBS Check
11 1 (0.095%) CCNA
11 1 (0.095%) CCNP
11 1 (0.095%) Cisco Certification
11 1 (0.095%) OCP
11 1 (0.095%) Oracle Certification
11 1 (0.095%) PMI Certification
11 1 (0.095%) PRINCE2 Certification
11 1 (0.095%) TOGAF Certification
Quality Assurance & Compliance
1 27 (2.58%) QA
2 25 (2.39%) Data Quality
3 11 (1.05%) GDPR
4 6 (0.57%) ISO/IEC 20000
5 2 (0.19%) WCAG
6 1 (0.095%) Disclosure Scotland
6 1 (0.095%) PSD2
System Software
1 224 (21.37%) Docker
2 41 (3.91%) HDFS
3 9 (0.86%) Oracle RAC
3 9 (0.86%) VirtualBox
4 8 (0.76%) Active Directory
4 8 (0.76%) Apache Flume
5 4 (0.38%) Virtual Machines
5 4 (0.38%) VMware Infrastructure
6 1 (0.095%) Apache ZooKeeper
6 1 (0.095%) VMware ESXi
Systems Management
1 196 (18.70%) Kubernetes
2 85 (8.11%) Terraform
3 54 (5.15%) Ansible
4 33 (3.15%) Puppet
5 21 (2.00%) Grafana
6 18 (1.72%) Kibana
7 17 (1.62%) Opscode Chef
8 12 (1.15%) Docker Swarm
8 12 (1.15%) ITRS Geneos
9 10 (0.95%) Data Guard
9 10 (0.95%) Hadoop YARN
10 7 (0.67%) logstash
10 7 (0.67%) Oracle RMAN
11 6 (0.57%) MIIS
11 6 (0.57%) Single Sign-On
12 5 (0.48%) HAProxy
12 5 (0.48%) Prometheus
13 2 (0.19%) Microsoft Clustering
13 2 (0.19%) Rancher
13 2 (0.19%) Salt
Vendors
1 126 (12.02%) Oracle
2 99 (9.45%) Google
3 88 (8.40%) Microsoft
4 57 (5.44%) Tableau
5 31 (2.96%) Sybase
6 29 (2.77%) Informatica
7 26 (2.48%) Cloudera
8 25 (2.39%) SAP
9 24 (2.29%) Talend
10 18 (1.72%) IBM
11 17 (1.62%) Hortonworks
12 15 (1.43%) Splunk
13 11 (1.05%) MapR
13 11 (1.05%) Salesforce.com
14 10 (0.95%) BEA
15 9 (0.86%) Bloomberg
15 9 (0.86%) Datactics
15 9 (0.86%) HP
15 9 (0.86%) Palantir
16 8 (0.76%) Red Hat