Period
to 16 October 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 16 October 2021 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
16 Oct 2021
Same period 2020 Same period 2019
Rank 84 83 144
Rank change year-on-year -1 +61 -51
Permanent jobs citing NoSQL 4,119 1,681 3,220
As % of all permanent jobs advertised in England 3.76% 3.81% 2.54%
As % of the Database & Business Intelligence category 13.45% 13.19% 9.29%
Number of salaries quoted 2,334 1,429 2,744
10th Percentile £40,000 £40,000 £35,000
25th Percentile £47,500 £46,250 £45,000
Median annual salary (50th Percentile) £65,000 £60,000 £62,069
Median % change year-on-year +8.33% -3.33% +7.95%
75th Percentile £85,000 £76,250 £77,500
90th Percentile £101,250 £92,500 £92,500
UK median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +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 30,633 12,741 34,660
As % of all permanent IT jobs advertised in England 27.97% 28.91% 27.29%
Number of salaries quoted 20,025 10,876 29,039
10th Percentile £35,000 £34,000 £31,500
25th Percentile £42,500 £42,500 £38,750
Median annual salary (50th Percentile) £58,500 £55,000 £52,500
Median % change year-on-year +6.36% +4.76% +5.00%
75th Percentile £77,500 £72,920 £71,250
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 16 October 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 16 October 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 +11 2,388 £77,500 +10.71% 258
South East -1 682 £62,500 +4.17% 81
North of England -58 446 £55,000 +10.00% 69
Yorkshire -26 229 £55,000 +4.76% 18
South West -1 219 £50,000 -0.50% 27
Midlands -53 219 £55,000 - 40
West Midlands -26 179 £55,000 +4.76% 19
North West -71 168 £59,625 +8.41% 39
East of England -92 79 £55,000 -8.33% 18
North East -27 49 £61,250 +25.64% 12
East Midlands -68 40 £57,500 -17.86% 20
NoSQL
UK

For the 6 months to 16 October 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 2,322 (56.37%) Agile Software Development
2 2,276 (55.26%) SQL
3 1,988 (48.26%) AWS
4 1,751 (42.51%) Microservices
5 1,666 (40.45%) Java
6 1,550 (37.63%) Docker
7 1,498 (36.37%) Software Engineering
8 1,443 (35.03%) JavaScript
9 1,441 (34.98%) Azure
10 1,386 (33.65%) Python
11 1,359 (32.99%) React
12 1,283 (31.15%) Kubernetes
13 1,267 (30.76%) DevOps
14 1,127 (27.36%) C#
15 1,077 (26.15%) Node.js
16 1,057 (25.66%) Git (software)
17 1,035 (25.13%) MongoDB
18 1,016 (24.67%) Finance
19 972 (23.60%) TDD
20 960 (23.31%) Full Stack Development
21 930 (22.58%) Degree
22 910 (22.09%) RESTful
23 898 (21.80%) Social Skills
24 879 (21.34%) .NET
25 870 (21.12%) Kafka
26 860 (20.88%) GCP
27 835 (20.27%) AngularJS
28 815 (19.79%) Jenkins
29 807 (19.59%) Spring
30 798 (19.37%) Relational Database

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
1 508 (12.33%) Apache Spark
2 456 (11.07%) Elasticsearch
3 355 (8.62%) Apache
4 176 (4.27%) nginx
5 148 (3.59%) GemFire
6 129 (3.13%) CMS
7 108 (2.62%) Apache Solr
8 96 (2.33%) Confluence
9 72 (1.75%) Apache Airflow
10 55 (1.34%) IIS
11 53 (1.29%) WordPress
12 37 (0.90%) Luigi
13 36 (0.87%) Tomcat
14 28 (0.68%) Tornado
15 26 (0.63%) Drupal
16 24 (0.58%) OpenStack
17 22 (0.53%) Apache Pig
18 16 (0.39%) Oracle SOA Suite
19 15 (0.36%) Jupyter
19 15 (0.36%) SAS
Applications
1 30 (0.73%) Adobe Illustrator
1 30 (0.73%) Photoshop
2 22 (0.53%) Microsoft Excel
3 17 (0.41%) MS Visio
4 15 (0.36%) GIMP
5 14 (0.34%) Microsoft PowerPoint
6 10 (0.24%) Adobe XD
6 10 (0.24%) Figma
6 10 (0.24%) SOLIDWORKS
7 7 (0.17%) Campfire
8 6 (0.15%) Chatbot
9 5 (0.12%) Fireworks
10 2 (0.049%) Microsoft Office
11 1 (0.024%) CPLEX
11 1 (0.024%) Microsoft Project
11 1 (0.024%) SPSS
11 1 (0.024%) Weka
Business Applications
1 10 (0.24%) Magento
1 10 (0.24%) Primavera
2 9 (0.22%) Oracle BPM
3 8 (0.19%) IBM Operational Decision Manager
4 6 (0.15%) Summit
5 3 (0.073%) Dynamics CRM
5 3 (0.073%) Shopify
6 2 (0.049%) IBM Planning Analytics
7 1 (0.024%) Adobe Campaign
7 1 (0.024%) Maximo
7 1 (0.024%) Workfront
Cloud Services
1 1,988 (48.26%) AWS
2 1,441 (34.98%) Azure
3 860 (20.88%) GCP
4 521 (12.65%) Serverless
5 498 (12.09%) GitHub
6 334 (8.11%) SaaS
7 242 (5.88%) AWS Lambda
8 227 (5.51%) Amazon Kinesis
9 179 (4.35%) PaaS
10 171 (4.15%) Amazon S3
11 163 (3.96%) Power Platform
12 139 (3.37%) OpenShift
13 113 (2.74%) Cloud Computing
14 110 (2.67%) Amazon EC2
15 101 (2.45%) AWS CloudFormation
16 99 (2.40%) Azure Data Factory
17 97 (2.35%) Azure Cosmos DB
18 96 (2.33%) Snowflake
19 93 (2.26%) Amazon SQS
20 80 (1.94%) Azure Functions
Communications & Networking
1 293 (7.11%) HTTP
2 62 (1.51%) TCP/IP
3 58 (1.41%) Firewall
4 41 (1.00%) DNS
4 41 (1.00%) Internet
5 30 (0.73%) Broadband
6 28 (0.68%) VPN
7 20 (0.49%) MQTT
7 20 (0.49%) SMTP
8 18 (0.44%) IPv4
9 16 (0.39%) HTTPS
10 15 (0.36%) Network Security
11 13 (0.32%) SSH
12 12 (0.29%) IPv6
13 11 (0.27%) AMQP
14 10 (0.24%) LAN
14 10 (0.24%) SSL
14 10 (0.24%) WAN
15 9 (0.22%) SNMP
16 8 (0.19%) DHCP
Database & Business Intelligence
1 1,035 (25.13%) MongoDB
2 798 (19.37%) Relational Database
3 774 (18.79%) PostgreSQL
4 623 (15.13%) MySQL
5 594 (14.42%) Redis
6 578 (14.03%) SQL Server
7 564 (13.69%) Big Data
8 394 (9.57%) Amazon DynamoDB
9 326 (7.91%) Hadoop
10 306 (7.43%) Apache Cassandra
11 270 (6.55%) Data Warehouse
12 199 (4.83%) HBase
13 190 (4.61%) RDBMS
14 189 (4.59%) Data Lake
15 180 (4.37%) MariaDB
16 166 (4.03%) Amazon Redshift
17 161 (3.91%) Power BI
18 150 (3.64%) Amazon RDS
19 112 (2.72%) Couchbase
20 110 (2.67%) Amazon Aurora
Development Applications
1 1,057 (25.66%) Git (software)
2 815 (19.79%) Jenkins
3 353 (8.57%) JUnit
4 250 (6.07%) Mockito
5 248 (6.02%) JIRA
6 231 (5.61%) Maven
7 229 (5.56%) Gradle
8 213 (5.17%) Cypress.io
9 187 (4.54%) Sonatype Nexus
10 176 (4.27%) GitLab
11 170 (4.13%) Cucumber
12 169 (4.10%) Storybook
13 164 (3.98%) Protractor
14 161 (3.91%) Artifactory
15 149 (3.62%) TeamCity
16 148 (3.59%) Eclipse
17 147 (3.57%) webpack
18 145 (3.52%) IntelliJ
19 141 (3.42%) SonarQube
20 140 (3.40%) Atlassian Bamboo
General
1 1,016 (24.67%) Finance
2 898 (21.80%) Social Skills
3 403 (9.78%) Banking
4 262 (6.36%) Analytical Skills
5 254 (6.17%) Inclusion and Diversity
6 241 (5.85%) Retail
7 222 (5.39%) Law
8 195 (4.73%) Games
9 124 (3.01%) Presentation Skills
10 112 (2.72%) Marketing
11 86 (2.09%) Public Sector
12 84 (2.04%) Manufacturing
13 78 (1.89%) Influencing Skills
14 71 (1.72%) Legal
15 63 (1.53%) Back Office
16 60 (1.46%) Investment Banking
17 47 (1.14%) Publishing
18 42 (1.02%) Telecoms
19 38 (0.92%) Electronics
20 36 (0.87%) Online Betting
Job Titles
1 1,704 (41.37%) Developer
2 754 (18.31%) Software Engineer
3 473 (11.48%) Senior Developer
4 435 (10.56%) Java Developer
5 346 (8.40%) Full Stack Developer
6 274 (6.65%) Software Developer
7 269 (6.53%) Data Engineer
8 256 (6.22%) Architect
9 237 (5.75%) PHP Developer
10 219 (5.32%) Senior Software Engineer
11 204 (4.95%) Java Engineer
12 167 (4.05%) .NET Developer
12 167 (4.05%) Senior Java Developer
13 154 (3.74%) Python Engineer
14 151 (3.67%) Lead Developer
15 148 (3.59%) React Developer
16 139 (3.37%) Backend Developer
17 122 (2.96%) Java Software Engineer
18 121 (2.94%) Principal Engineer
19 117 (2.84%) Technical Leader
Libraries, Frameworks & Software Standards
1 1,359 (32.99%) React
2 1,077 (26.15%) Node.js
3 910 (22.09%) RESTful
4 879 (21.34%) .NET
5 870 (21.12%) Kafka
6 835 (20.27%) AngularJS
7 807 (19.59%) Spring
8 773 (18.77%) REST
9 679 (16.48%) CSS
10 609 (14.79%) HTML
11 568 (13.79%) RabbitMQ
12 505 (12.26%) Web Services
13 467 (11.34%) Spring Boot
14 435 (10.56%) .NET Core
15 359 (8.72%) GraphQL
16 356 (8.64%) JSON
17 333 (8.08%) Redux
18 269 (6.53%) Vue.js
19 251 (6.09%) HTML5
20 239 (5.80%) Express
Miscellaneous
1 380 (9.23%) User Experience
2 235 (5.71%) Algorithms
3 192 (4.66%) Linux Command Line
4 186 (4.52%) Data Structures
5 184 (4.47%) Greenfield Project
6 181 (4.39%) Enterprise Software
6 181 (4.39%) Self-Motivation
7 163 (3.96%) Cloud Native
8 116 (2.82%) Mobile App
9 110 (2.67%) Blog
10 88 (2.14%) Public Cloud
11 78 (1.89%) Virtual Team
12 63 (1.53%) Client/Server
13 55 (1.34%) Hybrid Cloud
14 48 (1.17%) Legacy Systems
14 48 (1.17%) NHS
15 47 (1.14%) Data Centre
16 44 (1.07%) Online Games
17 40 (0.97%) Management Information System
18 38 (0.92%) Social Media
Operating Systems
1 703 (17.07%) Linux
2 301 (7.31%) Unix
3 193 (4.69%) Windows
4 89 (2.16%) Apple iOS
5 85 (2.06%) Android
6 39 (0.95%) Red Hat Enterprise Linux
7 31 (0.75%) VMS
8 22 (0.53%) CentOS
9 16 (0.39%) Ubuntu
10 10 (0.24%) Solaris
11 8 (0.19%) Mac OS
11 8 (0.19%) Windows 10
11 8 (0.19%) Windows 7
11 8 (0.19%) Windows Server
11 8 (0.19%) Windows Server 2012
12 5 (0.12%) AIX
13 4 (0.097%) DC/OS
14 3 (0.073%) HPUX
15 2 (0.049%) Embedded Linux
15 2 (0.049%) Mac OS X
Processes & Methodologies
1 2,322 (56.37%) Agile Software Development
2 1,751 (42.51%) Microservices
3 1,498 (36.37%) Software Engineering
4 1,267 (30.76%) DevOps
5 972 (23.60%) TDD
6 960 (23.31%) Full Stack Development
7 727 (17.65%) Computer Science
8 707 (17.16%) Test Automation
9 701 (17.02%) Scrum
10 663 (16.10%) Continuous Integration
11 602 (14.62%) OO
12 576 (13.98%) Analytics
13 464 (11.26%) BDD
14 440 (10.68%) Open Source
15 436 (10.59%) Problem-Solving
16 434 (10.54%) Fintech
17 432 (10.49%) MVC
18 419 (10.17%) Event-Driven
19 391 (9.49%) Mentoring
20 374 (9.08%) Clean Code
Programming Languages
1 2,276 (55.26%) SQL
2 1,666 (40.45%) Java
3 1,443 (35.03%) JavaScript
4 1,386 (33.65%) Python
5 1,127 (27.36%) C#
6 593 (14.40%) TypeScript
7 445 (10.80%) PHP
8 312 (7.57%) Go
9 229 (5.56%) C++
10 185 (4.49%) Groovy
11 183 (4.44%) Scala
12 175 (4.25%) Java 8
13 171 (4.15%) Shell Script
14 168 (4.08%) PowerShell
15 143 (3.47%) Kotlin
16 113 (2.74%) C
17 111 (2.69%) Bash Shell
18 109 (2.65%) R
19 105 (2.55%) ES6
20 86 (2.09%) Ruby
Qualifications
1 930 (22.58%) Degree
2 414 (10.05%) Computer Science Degree
3 165 (4.01%) Master's Degree
4 147 (3.57%) OCP
4 147 (3.57%) Oracle Certification
5 88 (2.14%) Numerate Degree
6 69 (1.68%) Security Cleared
7 47 (1.14%) SC Cleared
8 25 (0.61%) PhD
9 16 (0.39%) AWS Certification
10 12 (0.29%) DBS Check
11 9 (0.22%) ISTQB
12 5 (0.12%) DV Cleared
12 5 (0.12%) ISEB
13 4 (0.097%) ISTQB Foundation Certification
13 4 (0.097%) MCSA
13 4 (0.097%) Microsoft Certification
13 4 (0.097%) PMI Certification
13 4 (0.097%) PMP
14 3 (0.073%) BC Cleared
Quality Assurance & Compliance
1 397 (9.64%) QA
2 102 (2.48%) Data Quality
2 102 (2.48%) GDPR
3 28 (0.68%) Accessibility
4 21 (0.51%) SLA
5 17 (0.41%) PSD2
6 13 (0.32%) ISO/IEC 27001
7 7 (0.17%) PCI DSS
7 7 (0.17%) WCAG
8 5 (0.12%) GRC
8 5 (0.12%) ISO 9001
8 5 (0.12%) PMO
9 2 (0.049%) DICOM
9 2 (0.049%) ISO 8583
9 2 (0.049%) MiFID
9 2 (0.049%) Sarbanes-Oxley
9 2 (0.049%) SOC 2
10 1 (0.024%) FedRAMP
10 1 (0.024%) ISO 22301
System Software
1 1,550 (37.63%) Docker
2 166 (4.03%) HDFS
3 118 (2.86%) VMware Infrastructure
4 37 (0.90%) Apache ZooKeeper
5 36 (0.87%) VirtualBox
6 17 (0.41%) ISA Server
7 15 (0.36%) Active Directory
8 13 (0.32%) Ceph
9 9 (0.22%) Varnish
9 9 (0.22%) Virtual Servers
9 9 (0.22%) VMware ESXi
10 8 (0.19%) KVM
11 6 (0.15%) vSphere
12 4 (0.097%) Firmware
13 3 (0.073%) Virtual Machines
13 3 (0.073%) VMware NSX
14 2 (0.049%) Apache Flume
15 1 (0.024%) Hyper-V
Systems Management
1 1,283 (31.15%) Kubernetes
2 410 (9.95%) Terraform
3 398 (9.66%) Ansible
4 171 (4.15%) Prometheus
5 141 (3.42%) Opscode Chef
6 127 (3.08%) Grafana
7 75 (1.82%) Puppet
8 64 (1.55%) Docker Swarm
9 51 (1.24%) Graphite
10 44 (1.07%) Opsgenie
11 42 (1.02%) Istio
12 37 (0.90%) Kibana
13 30 (0.73%) Graylog
13 30 (0.73%) Hadoop YARN
14 29 (0.70%) HAProxy
15 26 (0.63%) Mesos
16 25 (0.61%) linkerd
16 25 (0.61%) logstash
17 19 (0.46%) ZABBIX
18 18 (0.44%) Consul
Vendors
1 468 (11.36%) Microsoft
2 406 (9.86%) Oracle
3 350 (8.50%) Google
4 179 (4.35%) VMware
5 154 (3.74%) Okta
6 106 (2.57%) Databricks
7 98 (2.38%) Samsung
8 76 (1.85%) IBM
9 61 (1.48%) Xamarin
10 60 (1.46%) Cloudera
10 60 (1.46%) Informatica
11 59 (1.43%) SAP
12 57 (1.38%) Hortonworks
12 57 (1.38%) Talend
13 55 (1.34%) Splunk
14 52 (1.26%) Salesforce.com
15 45 (1.09%) New Relic
16 40 (0.97%) Red Hat
17 35 (0.85%) Adobe
18 30 (0.73%) Rackspace