Period
to 28 March 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 28 March 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
28 Mar 2020
Same period 2019 Same period 2018
Rank 150 106 102
Rank change year-on-year -44 -4 +39
Contract jobs citing NoSQL 972 2,146 2,280
As % of all contract jobs advertised in England 1.71% 2.43% 2.45%
As % of the Database & Business Intelligence category 8.09% 10.79% 11.06%
Number of daily rates quoted 673 1,643 1,755
Median daily rate £525 £525 £513
Median daily rate % change year-on-year - +2.44% +5.13%
10th Percentile £400 £388 £363
90th Percentile £700 £650 £638
UK median daily rate £525 £525 £513
% change year-on-year - +2.44% +7.89%
Number of hourly rates quoted 4 6 10
Median hourly rate £35.00 £55.00 £45.00
Median hourly rate % change year-on-year -36.36% +22.22% -5.26%
UK median hourly rate £35.00 £55.00 £45.00
% change year-on-year -36.36% +22.22% -5.26%

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 12,018 19,892 20,616
As % of all contract IT jobs advertised in England 21.15% 22.51% 22.13%
Number of daily rates quoted 7,968 13,860 14,411
Median daily rate £488 £488 £475
Median daily rate % change year-on-year - +2.63% +5.56%
10th Percentile £325 £325 £313
90th Percentile £675 £650 £638
UK median daily rate £475 £475 £470
% change year-on-year - +1.06% +7.43%
Number of hourly rates quoted 209 224 219
Median hourly rate £35.00 £35.00 £35.00
10th Percentile £15.00 £14.19 £14.72
90th Percentile £58.30 £56.50 £54.00
Median hourly rate £35.00 £35.00 £35.00

NoSQL
Job Vacancy Trend in England

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

Job vacancy trend for NoSQL in England

NoSQL
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing NoSQL in England.

Daily rate trend for NoSQL in England

NoSQL
Daily Rate Histogram in England

Daily rate distribution for jobs citing NoSQL in England over the 6 months to 28 March 2020.

Daily rate histogram for NoSQL in England

NoSQL
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing NoSQL in England.

Hourly rate trend for NoSQL in England

NoSQL
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing NoSQL in England over the 6 months to 28 March 2020.

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 28 March 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 -19 661 £550 - 237
North of England -31 124 £475 -0.07% 90
South East -62 96 £500 - 60
North West +16 56 £450 +20.00% 47
Yorkshire -13 51 £475 -3.06% 22
Midlands +12 43 £409 -13.95% 38
West Midlands +28 32 £425 -10.53% 24
East of England +24 25 £475 - 33
South West -12 19 £438 -7.89% 26
North East +4 17 £500 - 21
East Midlands +8 11 £350 -22.22% 14
NoSQL
UK

For the 6 months to 28 March 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.

1 586 (60.29%) SQL
2 423 (43.52%) Agile Software Development
3 400 (41.15%) Java
4 373 (38.37%) AWS
5 338 (34.77%) Python
6 332 (34.16%) Azure
7 328 (33.74%) Microservices
8 293 (30.14%) MongoDB
9 292 (30.04%) JavaScript
10 222 (22.84%) Finance
10 222 (22.84%) Docker
11 220 (22.63%) DevOps
12 211 (21.71%) Git (software)
13 209 (21.50%) Kafka
13 209 (21.50%) Analytics
14 207 (21.30%) Big Data
15 205 (21.09%) TDD
16 199 (20.47%) Kubernetes
17 194 (19.96%) GCP
18 193 (19.86%) Web Services
19 173 (17.80%) .NET
20 169 (17.39%) C#
21 167 (17.18%) Software Engineering
22 164 (16.87%) Apache Spark
23 162 (16.67%) Linux
24 161 (16.56%) Hadoop
25 159 (16.36%) PostgreSQL
25 159 (16.36%) Scrum
26 156 (16.05%) Node.js
26 156 (16.05%) React

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
1 164 (16.87%) Apache Spark
2 79 (8.13%) Apache
3 62 (6.38%) Confluence
4 39 (4.01%) Elasticsearch
5 32 (3.29%) Tomcat
6 30 (3.09%) WebLogic
7 18 (1.85%) Jupyter
8 13 (1.34%) nginx
9 12 (1.23%) Apache Airflow
10 10 (1.03%) OpenStack
11 9 (0.93%) Jetty
12 7 (0.72%) Luigi
13 6 (0.62%) Cloud Foundry
14 5 (0.51%) Apache Pig
15 4 (0.41%) BizTalk Server
15 4 (0.41%) CMS
15 4 (0.41%) IIS
15 4 (0.41%) SAS
15 4 (0.41%) SharePoint
16 3 (0.31%) Oracle Workflow
Applications
1 15 (1.54%) MS Visio
2 2 (0.21%) Microsoft Excel
3 1 (0.10%) Chatbot
3 1 (0.10%) Microsoft Office
3 1 (0.10%) Zeplin
Business Applications
1 41 (4.22%) FINCAD Analytics
2 8 (0.82%) Oracle Applications
3 6 (0.62%) SAP Oil and Gas
4 5 (0.51%) NetSuite
4 5 (0.51%) Sparx Enterprise Architect
5 3 (0.31%) Magento
6 2 (0.21%) Dynamics CRM
6 2 (0.21%) Shopify
7 1 (0.10%) Oracle EBS
7 1 (0.10%) Salesforce.com CRM
Cloud Services
1 373 (38.37%) AWS
2 332 (34.16%) Azure
3 194 (19.96%) GCP
4 73 (7.51%) Serverless
5 55 (5.66%) Amazon S3
6 49 (5.04%) AWS Lambda
6 49 (5.04%) GitHub
7 45 (4.63%) AWS Step Functions
8 42 (4.32%) PaaS
9 38 (3.91%) SaaS
10 32 (3.29%) Power Platform
11 29 (2.98%) OpenShift
12 28 (2.88%) Amazon EC2
12 28 (2.88%) Amazon Kinesis
12 28 (2.88%) Heroku
13 26 (2.67%) Azure Machine Learning
14 21 (2.16%) AWS CloudFormation
15 17 (1.75%) Azure Data Factory
16 14 (1.44%) Amazon EMR
16 14 (1.44%) IaaS
Communications & Networking
1 37 (3.81%) HTTP
2 18 (1.85%) AMQP
3 15 (1.54%) TCP/IP
4 11 (1.13%) SSL
5 10 (1.03%) DNS
5 10 (1.03%) Firewall
5 10 (1.03%) Internet
6 8 (0.82%) HTTPS
6 8 (0.82%) VPN
7 7 (0.72%) RTMP
8 6 (0.62%) DSL
9 5 (0.51%) DHCP
9 5 (0.51%) DOCSIS
9 5 (0.51%) Kerberos
9 5 (0.51%) MQTT
9 5 (0.51%) SNMP
10 4 (0.41%) Network Security
11 3 (0.31%) Reverse Proxy
12 2 (0.21%) VLAN
12 2 (0.21%) VPLS
Database & Business Intelligence
1 293 (30.14%) MongoDB
2 207 (21.30%) Big Data
3 161 (16.56%) Hadoop
4 159 (16.36%) PostgreSQL
5 154 (15.84%) Apache Cassandra
6 139 (14.30%) Relational Database
7 138 (14.20%) MySQL
8 116 (11.93%) SQL Server
9 101 (10.39%) Redis
10 92 (9.47%) Data Warehouse
11 89 (9.16%) Amazon DynamoDB
12 87 (8.95%) HBase
13 73 (7.51%) Data Lake
14 68 (7.00%) Amazon Athena
15 59 (6.07%) RDBMS
16 56 (5.76%) Apache Hive
17 41 (4.22%) Amazon Aurora
17 41 (4.22%) Neo4j
18 37 (3.81%) Couchbase
19 33 (3.40%) MariaDB
Development Applications
1 211 (21.71%) Git (software)
2 126 (12.96%) Jenkins
3 91 (9.36%) JIRA
4 85 (8.74%) Maven
5 83 (8.54%) JUnit
6 60 (6.17%) Gradle
7 55 (5.66%) Mockito
8 43 (4.42%) Cucumber
8 43 (4.42%) TeamCity
9 37 (3.81%) Octopus Deploy
10 28 (2.88%) NUnit
11 26 (2.67%) Artifactory
11 26 (2.67%) CircleCI
12 25 (2.57%) GitLab
12 25 (2.57%) Selenium
12 25 (2.57%) webpack
13 23 (2.37%) Bitbucket
13 23 (2.37%) Visual Studio
14 20 (2.06%) Atlassian Bamboo
14 20 (2.06%) Team Foundation Server
General
1 222 (22.84%) Finance
2 103 (10.60%) Front Office
3 92 (9.47%) Banking
4 43 (4.42%) Public Sector
5 20 (2.06%) Games
6 17 (1.75%) Marketing
7 16 (1.65%) Investment Banking
8 13 (1.34%) Retail
9 11 (1.13%) Legal
10 10 (1.03%) Publishing
10 10 (1.03%) Telecoms
11 8 (0.82%) Manufacturing
12 6 (0.62%) Automotive
12 6 (0.62%) Law
13 5 (0.51%) Aerospace
13 5 (0.51%) Back Office
14 3 (0.31%) Advertising
14 3 (0.31%) Pharmaceutical
15 2 (0.21%) Electronics
15 2 (0.21%) Financial Institution
Job Titles
1 477 (49.07%) Developer
2 139 (14.30%) Java Developer
3 125 (12.86%) Data Engineer
4 118 (12.14%) Senior Developer
5 109 (11.21%) Architect
6 86 (8.85%) .NET Developer
7 71 (7.30%) Data Architect
8 57 (5.86%) AWS Engineer
9 51 (5.25%) Software Engineer
10 50 (5.14%) Full Stack Developer
11 49 (5.04%) AWS Developer
12 45 (4.63%) DevOps Engineer
13 43 (4.42%) Python Developer
14 42 (4.32%) Node.js Developer
14 42 (4.32%) Senior Java Developer
15 35 (3.60%) C# Developer
15 35 (3.60%) Data Scientist
16 33 (3.40%) Python Engineer
17 30 (3.09%) Backend Developer
18 28 (2.88%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 209 (21.50%) Kafka
2 193 (19.86%) Web Services
3 173 (17.80%) .NET
4 156 (16.05%) Node.js
4 156 (16.05%) React
5 155 (15.95%) Spring
6 152 (15.64%) REST
7 134 (13.79%) AngularJS
8 119 (12.24%) HTML
9 117 (12.04%) CSS
9 117 (12.04%) RESTful
10 115 (11.83%) Spring Boot
11 107 (11.01%) JSON
12 70 (7.20%) XML
13 62 (6.38%) RabbitMQ
14 57 (5.86%) ASP.NET
15 52 (5.35%) .NET Core
16 47 (4.84%) J2EE
17 45 (4.63%) HTML5
18 43 (4.42%) NumPy
Miscellaneous
1 104 (10.70%) Analytical Skills
2 76 (7.82%) Derivative
3 68 (7.00%) Fixed Income
4 66 (6.79%) Data Structures
5 64 (6.58%) Algorithms
6 61 (6.28%) User Experience
7 58 (5.97%) Foreign Exchange (FX)
8 57 (5.86%) Hedge funds
9 51 (5.25%) Equity Derivative
10 50 (5.14%) Public Cloud
11 49 (5.04%) Greenfield Project
12 31 (3.19%) Equities
13 24 (2.47%) Blog
14 23 (2.37%) Cloud Native
15 21 (2.16%) Market Risk
15 21 (2.16%) Mobile App
16 19 (1.95%) Data Centre
16 19 (1.95%) Enterprise Software
17 15 (1.54%) Management Information System
18 13 (1.34%) Linux Command Line
Operating Systems
1 162 (16.67%) Linux
2 78 (8.02%) Unix
3 50 (5.14%) Windows
4 13 (1.34%) Ubuntu
5 10 (1.03%) Android
5 10 (1.03%) Oracle Linux
5 10 (1.03%) Red Hat Enterprise Linux
6 7 (0.72%) Solaris
7 6 (0.62%) Apple iOS
8 5 (0.51%) CoreOS
8 5 (0.51%) Windows Server
9 4 (0.41%) Mac OS
10 2 (0.21%) CentOS
10 2 (0.21%) Debian
11 1 (0.10%) DC/OS
11 1 (0.10%) Mac OS X
11 1 (0.10%) VME
11 1 (0.10%) Windows Server 2016
11 1 (0.10%) Windows Server 2019
Processes & Methodologies
1 423 (43.52%) Agile Software Development
2 328 (33.74%) Microservices
3 220 (22.63%) DevOps
4 209 (21.50%) Analytics
5 205 (21.09%) TDD
6 167 (17.18%) Software Engineering
7 159 (16.36%) Scrum
8 141 (14.51%) Data Science
9 131 (13.48%) ETL
10 130 (13.37%) Data Modelling
11 129 (13.27%) Continuous Integration
11 129 (13.27%) Test Automation
12 109 (11.21%) Machine Learning
12 109 (11.21%) Migration
13 97 (9.98%) Business Intelligence
14 85 (8.74%) Pair Programming
15 81 (8.33%) Open Source
16 80 (8.23%) BDD
17 79 (8.13%) OO
18 74 (7.61%) Problem-Solving
Programming Languages
1 586 (60.29%) SQL
2 400 (41.15%) Java
3 338 (34.77%) Python
4 292 (30.04%) JavaScript
5 169 (17.39%) C#
6 146 (15.02%) Scala
7 62 (6.38%) TypeScript
8 61 (6.28%) R
9 58 (5.97%) Java 8
10 57 (5.86%) C++
10 57 (5.86%) Ruby
11 46 (4.73%) Kotlin
12 42 (4.32%) Go
13 40 (4.12%) Bash Shell
14 34 (3.50%) PowerShell
15 33 (3.40%) ES6
15 33 (3.40%) Groovy
16 28 (2.88%) Shell Script
17 27 (2.78%) PL/SQL
17 27 (2.78%) T-SQL
Qualifications
1 61 (6.28%) Degree
2 40 (4.12%) Security Cleared
3 33 (3.40%) SC Cleared
4 17 (1.75%) PhD
5 12 (1.23%) Master's Degree
5 12 (1.23%) Numerate Degree
6 10 (1.03%) Computer Science Degree
7 4 (0.41%) BPSS Clearance
7 4 (0.41%) Microsoft Certification
8 3 (0.31%) AWS Certification
8 3 (0.31%) CCNA
8 3 (0.31%) CCNP
8 3 (0.31%) Cisco Certification
9 2 (0.21%) DV Cleared
10 1 (0.10%) DBS Check
10 1 (0.10%) PMI Certification
10 1 (0.10%) PRINCE2 Certification
10 1 (0.10%) TOGAF Certification
Quality Assurance & Compliance
1 33 (3.40%) QA
2 23 (2.37%) Data Quality
3 10 (1.03%) GDPR
4 6 (0.62%) ISO/IEC 20000
5 2 (0.21%) WCAG
6 1 (0.10%) HL7
System Software
1 222 (22.84%) Docker
2 37 (3.81%) HDFS
3 12 (1.23%) Oracle RAC
4 9 (0.93%) Active Directory
5 7 (0.72%) Apache Flume
6 3 (0.31%) VMware Infrastructure
7 2 (0.21%) Virtual Machines
8 1 (0.10%) Apache ZooKeeper
8 1 (0.10%) Virtual Servers
8 1 (0.10%) VirtualBox
8 1 (0.10%) VMware ESXi
Systems Management
1 199 (20.47%) Kubernetes
2 91 (9.36%) Terraform
3 40 (4.12%) Ansible
4 32 (3.29%) Puppet
5 18 (1.85%) Opscode Chef
6 15 (1.54%) Kibana
7 13 (1.34%) ITRS Geneos
8 12 (1.23%) Data Guard
9 10 (1.03%) Grafana
9 10 (1.03%) Hadoop YARN
10 9 (0.93%) Oracle RMAN
11 7 (0.72%) logstash
12 6 (0.62%) Prometheus
12 6 (0.62%) Single Sign-On
13 5 (0.51%) Docker Swarm
13 5 (0.51%) HAProxy
14 4 (0.41%) Enterprise Manager Cloud Control
14 4 (0.41%) Oracle Enterprise Manager
15 3 (0.31%) Foglight
15 3 (0.31%) Rancher
Vendors
1 125 (12.86%) Oracle
2 101 (10.39%) Google
3 79 (8.13%) Microsoft
4 58 (5.97%) Tableau
5 34 (3.50%) Sybase
6 28 (2.88%) SAP
7 25 (2.57%) Informatica
8 19 (1.95%) Cloudera
8 19 (1.95%) Splunk
9 15 (1.54%) Talend
10 12 (1.23%) BEA
10 12 (1.23%) MapR
11 11 (1.13%) IBM
12 10 (1.03%) Alteryx
13 9 (0.93%) Hortonworks
13 9 (0.93%) HP
14 8 (0.82%) Red Hat
15 7 (0.72%) Ab Initio
15 7 (0.72%) hybris
16 6 (0.62%) Xamarin