Period
to 17 May 2021

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 17 May 2021 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
17 May 2021
Same period 2020 Same period 2019
Rank 97 119 109
Rank change year-on-year +22 -10 -26
Permanent jobs citing NoSQL 2,620 2,419 4,080
As % of all permanent jobs advertised in England 3.27% 2.73% 3.03%
As % of the Database & Business Intelligence category 12.25% 10.09% 10.75%
Number of salaries quoted 1,991 2,016 3,529
10th Percentile £40,000 £41,250 £35,000
25th Percentile £46,250 £50,000 £45,000
Median annual salary (50th Percentile) £62,500 £62,500 £62,500
75th Percentile £78,750 £82,500 £78,750
90th Percentile £92,500 £105,000 £95,000
UK median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% +9.09%

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 21,384 23,975 37,939
As % of all permanent IT jobs advertised in England 26.71% 27.04% 28.16%
Number of salaries quoted 16,734 19,897 31,476
10th Percentile £33,750 £32,500 £31,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £73,000 £71,250
90th Percentile £90,000 £90,000 £86,250
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

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
Salary Trend in England

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

Salary trend for NoSQL in England

NoSQL
Salary Histogram in England

Salary distribution for jobs citing NoSQL in England over the 6 months to 17 May 2021.

Salary histogram for NoSQL in England

NoSQL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the England region over the 6 months to 17 May 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 1,352 £72,500 +3.57% 215
South East +100 422 £60,000 +4.35% 88
North of England -1 394 £54,000 +8.00% 76
South West +64 208 £50,000 - 35
Yorkshire +19 183 £54,000 +8.00% 16
North West -48 140 £53,250 -3.18% 47
Midlands +25 138 £57,500 -4.17% 40
West Midlands +37 106 £60,000 - 30
North East +37 71 £55,000 +57.14% 13
East of England +39 65 £60,000 +4.35% 31
East Midlands -6 32 £52,500 +5.00% 10
NoSQL
UK

For the 6 months to 17 May 2021, IT 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 permanent job ads across the England region with a requirement for NoSQL.

1 1,527 (58.28%) SQL
2 1,331 (50.80%) Agile Software Development
3 1,161 (44.31%) AWS
4 959 (36.60%) Java
5 955 (36.45%) JavaScript
5 955 (36.45%) Azure
6 925 (35.31%) Software Engineering
6 925 (35.31%) Microservices
7 874 (33.36%) Python
8 866 (33.05%) Docker
9 857 (32.71%) C#
10 724 (27.63%) Kubernetes
11 722 (27.56%) DevOps
12 660 (25.19%) React
13 638 (24.35%) MongoDB
14 635 (24.24%) .NET
15 632 (24.12%) Git (software)
16 570 (21.76%) TDD
17 551 (21.03%) Node.js
18 520 (19.85%) Finance
19 473 (18.05%) RESTful
20 471 (17.98%) Social Skills
21 455 (17.37%) REST
22 448 (17.10%) Kafka
23 441 (16.83%) Continuous Integration
24 439 (16.76%) Jenkins
25 438 (16.72%) AngularJS
26 431 (16.45%) CSS
27 429 (16.37%) SQL Server
28 428 (16.34%) Degree

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
1 313 (11.95%) Apache Spark
2 227 (8.66%) Elasticsearch
3 102 (3.89%) Apache
4 89 (3.40%) Confluence
5 83 (3.17%) nginx
6 62 (2.37%) CMS
7 51 (1.95%) NServiceBus
8 47 (1.79%) Apache Airflow
9 33 (1.26%) Tomcat
10 31 (1.18%) GemFire
11 29 (1.11%) Apache Solr
12 23 (0.88%) Luigi
13 22 (0.84%) JBoss
14 21 (0.80%) WordPress
15 20 (0.76%) IIS
16 18 (0.69%) SAS
16 18 (0.69%) Tornado
17 13 (0.50%) Mule
17 13 (0.50%) Mule ESB
17 13 (0.50%) Oracle Workflow
Applications
1 9 (0.34%) Microsoft Excel
2 8 (0.31%) SPSS
3 6 (0.23%) Adobe Illustrator
3 6 (0.23%) Photoshop
4 5 (0.19%) AutoCAD
4 5 (0.19%) GIMP
4 5 (0.19%) Revit
5 4 (0.15%) Microsoft Office
5 4 (0.15%) Microsoft PowerPoint
5 4 (0.15%) SOLIDWORKS
6 3 (0.11%) Adobe XD
6 3 (0.11%) Campfire
7 2 (0.076%) Weka
8 1 (0.038%) Microsoft Project
8 1 (0.038%) MS Visio
Business Applications
1 19 (0.73%) Magento
2 11 (0.42%) Dynamics CRM
3 6 (0.23%) IBM Operational Decision Manager
3 6 (0.23%) Primavera
4 4 (0.15%) Summit
5 2 (0.076%) Oracle BPM
6 1 (0.038%) Sparx Enterprise Architect
Cloud Services
1 1,161 (44.31%) AWS
2 955 (36.45%) Azure
3 377 (14.39%) GCP
4 235 (8.97%) Serverless
5 167 (6.37%) GitHub
5 167 (6.37%) SaaS
6 119 (4.54%) PaaS
7 99 (3.78%) IaaS
8 87 (3.32%) Amazon EMR
9 82 (3.13%) Amazon EC2
10 77 (2.94%) Cloud Computing
11 70 (2.67%) Amazon S3
11 70 (2.67%) Azure Service Bus
12 65 (2.48%) IBM Cloud
13 64 (2.44%) AWS Lambda
14 52 (1.98%) Azure Cosmos DB
15 50 (1.91%) AWS CloudFormation
16 48 (1.83%) Azure Event Grid
17 47 (1.79%) Amazon Kinesis
17 47 (1.79%) Azure Functions
Communications & Networking
1 136 (5.19%) HTTP
2 41 (1.56%) Skype
3 30 (1.15%) Internet
4 24 (0.92%) Firewall
5 21 (0.80%) DNS
6 18 (0.69%) TCP/IP
7 17 (0.65%) AMQP
8 12 (0.46%) Network Security
8 12 (0.46%) SSL
9 9 (0.34%) VPN
10 8 (0.31%) Broadband
10 8 (0.31%) FTP
10 8 (0.31%) LAN
10 8 (0.31%) SMTP
10 8 (0.31%) WAN
11 7 (0.27%) VoIP
12 6 (0.23%) Extranet
12 6 (0.23%) Intranet
13 5 (0.19%) IPv4
13 5 (0.19%) MQTT
Database & Business Intelligence
1 638 (24.35%) MongoDB
2 429 (16.37%) SQL Server
3 388 (14.81%) PostgreSQL
4 359 (13.70%) Relational Database
5 354 (13.51%) Big Data
6 304 (11.60%) MySQL
7 277 (10.57%) Hadoop
8 255 (9.73%) Redis
9 188 (7.18%) Apache Cassandra
10 181 (6.91%) Data Warehouse
11 163 (6.22%) Amazon DynamoDB
12 131 (5.00%) Amazon Redshift
13 119 (4.54%) RDBMS
14 105 (4.01%) Apache Hive
15 104 (3.97%) Neo4j
16 95 (3.63%) Data Lake
17 83 (3.17%) Amazon Athena
18 78 (2.98%) Amazon RDS
19 63 (2.40%) SQL Server Integration Services
20 62 (2.37%) Azure SQL Database
Development Applications
1 632 (24.12%) Git (software)
2 439 (16.76%) Jenkins
3 151 (5.76%) JIRA
3 151 (5.76%) JUnit
4 146 (5.57%) TeamCity
5 135 (5.15%) Octopus Deploy
6 128 (4.89%) Subversion
7 122 (4.66%) Atlassian Bamboo
8 115 (4.39%) Maven
9 107 (4.08%) Selenium
10 98 (3.74%) Mercurial
11 93 (3.55%) Cypress.io
12 86 (3.28%) GitLab
13 78 (2.98%) Vagrant
14 70 (2.67%) Storybook
14 70 (2.67%) webpack
15 51 (1.95%) Bitbucket
16 50 (1.91%) Mockito
17 48 (1.83%) Gradle
18 45 (1.72%) NUnit
General
1 520 (19.85%) Finance
2 471 (17.98%) Social Skills
3 145 (5.53%) Analytical Skills
4 140 (5.34%) Banking
5 129 (4.92%) Marketing
6 110 (4.20%) Retail
7 74 (2.82%) Public Sector
8 69 (2.63%) Law
9 67 (2.56%) Games
10 58 (2.21%) Telecoms
11 54 (2.06%) Manufacturing
12 43 (1.64%) Presentation Skills
13 36 (1.37%) Publishing
14 31 (1.18%) Electronics
15 29 (1.11%) Investment Banking
16 27 (1.03%) Legal
17 26 (0.99%) Back Office
18 24 (0.92%) Automotive
19 20 (0.76%) Advertising
19 20 (0.76%) Financial Institution
Job Titles
1 1,161 (44.31%) Developer
2 461 (17.60%) Software Engineer
3 324 (12.37%) Senior Developer
4 251 (9.58%) Java Developer
5 214 (8.17%) Full Stack Developer
6 204 (7.79%) Data Engineer
7 182 (6.95%) Architect
8 176 (6.72%) Software Developer
9 170 (6.49%) Java Engineer
10 137 (5.23%) C# Developer
11 129 (4.92%) PHP Developer
12 122 (4.66%) .NET Developer
13 119 (4.54%) Java Software Engineer
14 108 (4.12%) Python Engineer
15 85 (3.24%) Data Architect
16 83 (3.17%) DevOps Engineer
17 78 (2.98%) Python Developer
18 74 (2.82%) Lead Developer
19 72 (2.75%) Senior Software Engineer
20 71 (2.71%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 660 (25.19%) React
2 635 (24.24%) .NET
3 551 (21.03%) Node.js
4 473 (18.05%) RESTful
5 455 (17.37%) REST
6 448 (17.10%) Kafka
7 438 (16.72%) AngularJS
8 431 (16.45%) CSS
9 417 (15.92%) HTML
10 389 (14.85%) .NET Core
11 327 (12.48%) Spring
12 315 (12.02%) Web Services
13 227 (8.66%) RabbitMQ
14 201 (7.67%) Spring Boot
15 199 (7.60%) .NET Framework
16 196 (7.48%) Vue.js
17 171 (6.53%) Redux
18 167 (6.37%) HTML5
19 160 (6.11%) JSON
20 157 (5.99%) ASP.NET
Miscellaneous
1 159 (6.07%) User Experience
2 144 (5.50%) Greenfield Project
3 122 (4.66%) Algorithms
4 109 (4.16%) Self-Motivation
5 95 (3.63%) Data Structures
6 78 (2.98%) Cloud Native
7 68 (2.60%) Mobile App
8 61 (2.33%) Enterprise Software
9 47 (1.79%) Blog
10 40 (1.53%) Data Centre
11 39 (1.49%) Linux Command Line
12 36 (1.37%) Management Information System
13 35 (1.34%) Renewable Energy
14 32 (1.22%) Public Cloud
15 28 (1.07%) Virtual Team
16 27 (1.03%) Foreign Exchange (FX)
17 25 (0.95%) Hedge funds
18 23 (0.88%) NHS
18 23 (0.88%) Private Cloud
19 22 (0.84%) iPhone
Operating Systems
1 426 (16.26%) Linux
2 106 (4.05%) Unix
3 95 (3.63%) Windows
4 64 (2.44%) Android
5 46 (1.76%) Apple iOS
6 35 (1.34%) Red Hat Enterprise Linux
7 24 (0.92%) Ubuntu
8 21 (0.80%) CentOS
9 13 (0.50%) Windows Server
10 7 (0.27%) Windows 10
10 7 (0.27%) Windows 7
10 7 (0.27%) Windows Server 2012
11 4 (0.15%) VMS
12 3 (0.11%) Mac OS X
13 2 (0.076%) Oracle Linux
14 1 (0.038%) DC/OS
14 1 (0.038%) Debian
14 1 (0.038%) Fedora
14 1 (0.038%) Mac OS
Processes & Methodologies
1 1,331 (50.80%) Agile Software Development
2 925 (35.31%) Microservices
2 925 (35.31%) Software Engineering
3 722 (27.56%) DevOps
4 570 (21.76%) TDD
5 441 (16.83%) Continuous Integration
6 409 (15.61%) OO
7 371 (14.16%) Test Automation
8 344 (13.13%) Analytics
9 335 (12.79%) MVC
10 331 (12.63%) Scrum
11 320 (12.21%) Computer Science
12 308 (11.76%) Mentoring
13 293 (11.18%) Open Source
14 259 (9.89%) Fintech
15 241 (9.20%) Artificial Intelligence
16 225 (8.59%) BDD
17 222 (8.47%) Unit Testing
18 221 (8.44%) Data Pipeline
19 213 (8.13%) ETL
Programming Languages
1 1,527 (58.28%) SQL
2 959 (36.60%) Java
3 955 (36.45%) JavaScript
4 874 (33.36%) Python
5 857 (32.71%) C#
6 322 (12.29%) TypeScript
7 220 (8.40%) PHP
8 184 (7.02%) C++
9 174 (6.64%) Scala
10 168 (6.41%) Go
11 102 (3.89%) Java 8
12 97 (3.70%) Bash Shell
13 85 (3.24%) Kotlin
14 79 (3.02%) C
15 74 (2.82%) ES6
16 70 (2.67%) Shell Script
17 68 (2.60%) Ruby
18 64 (2.44%) R
19 60 (2.29%) PowerShell
20 43 (1.64%) T-SQL
Qualifications
1 428 (16.34%) Degree
2 196 (7.48%) Computer Science Degree
3 100 (3.82%) Security Cleared
4 79 (3.02%) SC Cleared
5 57 (2.18%) Numerate Degree
6 50 (1.91%) Master's Degree
7 24 (0.92%) OCP
7 24 (0.92%) Oracle Certification
8 20 (0.76%) AWS Certification
9 17 (0.65%) PhD
10 13 (0.50%) RHCE
10 13 (0.50%) RHCSA
11 12 (0.46%) DV Cleared
12 9 (0.34%) HND
13 8 (0.31%) DBS Check
14 7 (0.27%) TOGAF Certification
15 2 (0.076%) ISEB
15 2 (0.076%) ISTQB
15 2 (0.076%) ISTQB Foundation Certification
16 1 (0.038%) PMI Certification
Quality Assurance & Compliance
1 159 (6.07%) QA
2 48 (1.83%) Data Quality
3 26 (0.99%) GDPR
4 4 (0.15%) ISO 20022
4 4 (0.15%) PCI DSS
5 3 (0.11%) PMO
5 3 (0.11%) WCAG
6 2 (0.076%) ISO/IEC 27001
7 1 (0.038%) COBIT
7 1 (0.038%) GLBA
7 1 (0.038%) MiFID
7 1 (0.038%) NIST
System Software
1 866 (33.05%) Docker
2 66 (2.52%) VirtualBox
3 38 (1.45%) HDFS
3 38 (1.45%) VMware Infrastructure
4 17 (0.65%) Active Directory
5 16 (0.61%) Apache ZooKeeper
6 7 (0.27%) vSphere
7 4 (0.15%) Apache Flume
7 4 (0.15%) Ceph
8 2 (0.076%) ISA Server
8 2 (0.076%) Microsoft Virtual Server
8 2 (0.076%) Virtual Desktop
8 2 (0.076%) Virtual Machines
8 2 (0.076%) Virtual Servers
9 1 (0.038%) Firmware
9 1 (0.038%) Hyper-V
9 1 (0.038%) Lustre
9 1 (0.038%) LXC
9 1 (0.038%) Oracle RAC
9 1 (0.038%) VMware ESXi
Systems Management
1 724 (27.63%) Kubernetes
2 282 (10.76%) Terraform
3 245 (9.35%) Ansible
4 94 (3.59%) Docker Swarm
5 66 (2.52%) Puppet
6 62 (2.37%) Prometheus
7 60 (2.29%) Opscode Chef
8 54 (2.06%) Grafana
9 21 (0.80%) Graphite
10 20 (0.76%) Consul
11 19 (0.73%) Packer
12 10 (0.38%) Kibana
12 10 (0.38%) Mesos
13 8 (0.31%) Istio
14 7 (0.27%) vCenter Server
14 7 (0.27%) Zipkin
15 6 (0.23%) HAProxy
15 6 (0.23%) Marathon
15 6 (0.23%) vRealize
16 5 (0.19%) SCCM
Vendors
1 289 (11.03%) Microsoft
2 221 (8.44%) Google
3 202 (7.71%) Oracle
4 88 (3.36%) Cloudera
5 82 (3.13%) IBM
6 74 (2.82%) Hortonworks
6 74 (2.82%) Talend
7 70 (2.67%) Informatica
8 52 (1.98%) Databricks
8 52 (1.98%) VMware
9 43 (1.64%) SAP
10 39 (1.49%) Red Hat
10 39 (1.49%) Samsung
11 32 (1.22%) Okta
12 29 (1.11%) Salesforce.com
13 24 (0.92%) Splunk
14 21 (0.80%) Charles River
15 19 (0.73%) Atlassian
16 15 (0.57%) Salesforce Marketing Cloud
17 13 (0.50%) WooCommerce