Period
to 23 January 2022

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 23 January 2022 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 102 90 129
Rank change year-on-year -12 +39 -34
Permanent jobs citing NoSQL 3,555 1,983 3,044
As % of all permanent jobs advertised in England 3.21% 3.48% 2.62%
As % of the Database & Business Intelligence category 12.01% 12.59% 9.66%
Number of salaries quoted 1,865 1,709 2,556
10th Percentile £45,000 £40,000 £36,250
25th Percentile £51,250 £46,250 £47,500
Median annual salary (50th Percentile) £70,000 £60,000 £62,500
Median % change year-on-year +16.67% -4.00% +4.17%
75th Percentile £87,500 £75,000 £80,000
90th Percentile £102,500 £87,500 £97,500
UK median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -

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 29,595 15,747 31,504
As % of all permanent IT jobs advertised in England 26.74% 27.61% 27.08%
Number of salaries quoted 19,245 13,464 26,282
10th Percentile £36,250 £33,750 £32,386
25th Percentile £43,750 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £72,500 £72,500
90th Percentile £95,000 £88,750 £90,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 23 January 2022.

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 23 January 2022. 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
Jobs
London +10 2,079 £80,000 +14.29% 209
South East -23 517 £68,750 +14.58% 51
North of England -85 388 £55,000 +4.76% 76
South West +10 213 £50,000 - 33
North West -43 203 £60,000 +14.29% 41
Midlands -46 171 £53,750 -2.27% 44
Yorkshire -78 163 £55,000 +4.76% 23
West Midlands -53 118 £50,000 -13.04% 27
East of England -64 85 £62,500 +4.17% 33
East Midlands -33 53 £57,500 +15.00% 17
North East -51 22 £60,000 +20.00% 12
NoSQL
UK

For the 6 months to 23 January 2022, 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 2,004 (56.37%) Agile Software Development
2 1,984 (55.81%) SQL
3 1,872 (52.66%) AWS
4 1,572 (44.22%) Java
5 1,387 (39.02%) Microservices
6 1,318 (37.07%) Docker
7 1,285 (36.15%) Python
8 1,284 (36.12%) CI/CD
9 1,278 (35.95%) Azure
10 1,245 (35.02%) Software Engineering
11 1,177 (33.11%) DevOps
12 1,160 (32.63%) JavaScript
13 1,095 (30.80%) Kubernetes
14 1,003 (28.21%) React
14 1,003 (28.21%) MongoDB
15 877 (24.67%) Node.js
16 864 (24.30%) C#
17 838 (23.57%) Finance
18 832 (23.40%) Social Skills
19 805 (22.64%) GCP
20 804 (22.62%) TDD
21 785 (22.08%) Git (software)
22 775 (21.80%) Full Stack Development
23 740 (20.82%) Test Automation
24 707 (19.89%) Kafka
25 700 (19.69%) Continuous Integration
26 695 (19.55%) Degree
27 675 (18.99%) Spring
28 670 (18.85%) RESTful
29 668 (18.79%) .NET

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
1 476 (13.39%) Elasticsearch
2 416 (11.70%) Apache Spark
3 257 (7.23%) Apache
4 127 (3.57%) CMS
5 113 (3.18%) nginx
6 105 (2.95%) Apache Airflow
7 86 (2.42%) Confluence
8 51 (1.43%) Apache Solr
9 45 (1.27%) Tomcat
10 44 (1.24%) IIS
11 40 (1.13%) GemFire
12 34 (0.96%) Luigi
13 28 (0.79%) Apache Pig
14 23 (0.65%) WordPress
15 21 (0.59%) Drupal
16 20 (0.56%) SAS
17 19 (0.53%) WebLogic
18 17 (0.48%) OpenStack
19 14 (0.39%) Umbraco
19 14 (0.39%) WebSphere
Applications
1 21 (0.59%) Chatbot
2 18 (0.51%) Campfire
3 12 (0.34%) MS Visio
4 11 (0.31%) Microsoft Excel
5 5 (0.14%) Microsoft PowerPoint
6 4 (0.11%) Adobe XD
6 4 (0.11%) Photoshop
7 2 (0.056%) Adobe Illustrator
7 2 (0.056%) FileZilla
8 1 (0.028%) InDesign
8 1 (0.028%) SPSS
Business Applications
1 15 (0.42%) Oracle BPM
2 9 (0.25%) Magento
3 8 (0.23%) Payment Gateway
4 5 (0.14%) Temenos T24
5 4 (0.11%) IBM Operational Decision Manager
5 4 (0.11%) Shopify
6 3 (0.084%) Loan IQ
7 2 (0.056%) IBM Planning Analytics
8 1 (0.028%) Oracle ERP
8 1 (0.028%) SAP Hybris
Cloud Services
1 1,872 (52.66%) AWS
2 1,278 (35.95%) Azure
3 805 (22.64%) GCP
4 528 (14.85%) Serverless
5 381 (10.72%) GitHub
6 301 (8.47%) SaaS
7 246 (6.92%) AWS Lambda
8 207 (5.82%) Power Platform
9 203 (5.71%) Amazon S3
10 160 (4.50%) Amazon Kinesis
11 149 (4.19%) Azure Data Factory
12 130 (3.66%) AWS CloudFormation
13 124 (3.49%) Amazon SQS
14 121 (3.40%) Amazon EC2
15 110 (3.09%) Snowflake
16 107 (3.01%) Cloud Computing
17 106 (2.98%) Azure Cosmos DB
17 106 (2.98%) PaaS
18 95 (2.67%) Microsoft 365
19 81 (2.28%) npm
Communications & Networking
1 205 (5.77%) HTTP
2 48 (1.35%) Broadband
3 41 (1.15%) DNS
4 36 (1.01%) TCP/IP
5 34 (0.96%) Firewall
6 27 (0.76%) Internet
7 21 (0.59%) SSH
8 16 (0.45%) DKIM
8 16 (0.45%) DMARC
8 16 (0.45%) MQTT
8 16 (0.45%) VPN
9 14 (0.39%) HTTPS
9 14 (0.39%) IPv6
9 14 (0.39%) SMTP
10 12 (0.34%) SSL
11 10 (0.28%) 5G
12 9 (0.25%) FTP
12 9 (0.25%) WAN
13 8 (0.23%) DHCP
14 7 (0.20%) RTSP
Database & Business Intelligence
1 1,003 (28.21%) MongoDB
2 636 (17.89%) Relational Database
3 628 (17.67%) PostgreSQL
4 572 (16.09%) MySQL
5 538 (15.13%) Big Data
6 443 (12.46%) SQL Server
7 442 (12.43%) Redis
8 377 (10.60%) Apache Cassandra
9 370 (10.41%) Amazon DynamoDB
10 337 (9.48%) Hadoop
11 278 (7.82%) Data Lake
12 267 (7.51%) Data Warehouse
13 207 (5.82%) Power BI
14 204 (5.74%) RDBMS
15 170 (4.78%) SQL Server Integration Services
16 137 (3.85%) BigQuery
17 135 (3.80%) Amazon Redshift
18 134 (3.77%) Amazon RDS
19 128 (3.60%) HBase
20 106 (2.98%) Couchbase
Development Applications
1 785 (22.08%) Git (software)
2 622 (17.50%) Jenkins
3 211 (5.94%) JUnit
4 202 (5.68%) Maven
5 201 (5.65%) JIRA
6 142 (3.99%) Mockito
7 138 (3.88%) GitLab
7 138 (3.88%) Gradle
8 110 (3.09%) Subversion
9 97 (2.73%) Bitbucket
10 91 (2.56%) Cypress.io
10 91 (2.56%) Mercurial
10 91 (2.56%) Sonatype Nexus
11 85 (2.39%) Selenium
12 84 (2.36%) Atlassian Bamboo
12 84 (2.36%) Cucumber
12 84 (2.36%) webpack
13 67 (1.88%) Artifactory
14 66 (1.86%) Octopus Deploy
15 63 (1.77%) SonarQube
General
1 838 (23.57%) Finance
2 832 (23.40%) Social Skills
3 329 (9.25%) Banking
4 254 (7.14%) Analytical Skills
5 234 (6.58%) Retail
6 232 (6.53%) Inclusion and Diversity
7 167 (4.70%) Games
8 114 (3.21%) Marketing
9 111 (3.12%) Law
10 89 (2.50%) Public Sector
11 72 (2.03%) Presentation Skills
12 70 (1.97%) Telecoms
13 53 (1.49%) Investment Banking
14 46 (1.29%) Legal
15 45 (1.27%) Manufacturing
16 44 (1.24%) Publishing
17 40 (1.13%) Electronics
18 39 (1.10%) Back Office
19 37 (1.04%) Advertising
20 35 (0.98%) Influencing Skills
Job Titles
1 1,362 (38.31%) Developer
2 736 (20.70%) Software Engineer
3 402 (11.31%) Java Developer
4 400 (11.25%) Senior Developer
5 380 (10.69%) Data Engineer
6 301 (8.47%) Full Stack Developer
7 262 (7.37%) Java Engineer
8 227 (6.39%) Architect
9 222 (6.24%) Senior Software Engineer
10 220 (6.19%) Java Software Engineer
11 149 (4.19%) .NET Developer
12 133 (3.74%) Lead Developer
13 130 (3.66%) PHP Developer
14 127 (3.57%) Backend Developer
15 126 (3.54%) Senior Java Developer
16 125 (3.52%) Software Developer
17 110 (3.09%) DevOps Engineer
18 99 (2.78%) Big Data Engineer
19 98 (2.76%) Solutions Architect
20 93 (2.62%) Security Engineer
Libraries, Frameworks & Software Standards
1 1,003 (28.21%) React
2 877 (24.67%) Node.js
3 707 (19.89%) Kafka
4 675 (18.99%) Spring
5 670 (18.85%) RESTful
6 668 (18.79%) .NET
7 630 (17.72%) REST
8 587 (16.51%) AngularJS
9 450 (12.66%) HTML
10 436 (12.26%) CSS
11 433 (12.18%) Spring Boot
12 376 (10.58%) RabbitMQ
13 345 (9.70%) Web Services
14 291 (8.19%) GraphQL
15 257 (7.23%) .NET Core
16 223 (6.27%) JSON
17 214 (6.02%) HTML5
18 189 (5.32%) Vue.js
19 181 (5.09%) .NET Framework
20 156 (4.39%) Elastic Stack
Miscellaneous
1 267 (7.51%) User Experience
2 242 (6.81%) Algorithms
3 235 (6.61%) Cloud Native
4 208 (5.85%) Data Structures
5 137 (3.85%) Self-Motivation
6 135 (3.80%) Mobile App
7 130 (3.66%) Greenfield Project
8 122 (3.43%) Enterprise Software
9 111 (3.12%) Blog
10 76 (2.14%) Public Cloud
11 74 (2.08%) Linux Command Line
12 61 (1.72%) Virtual Team
13 51 (1.43%) Social Network
14 49 (1.38%) Social Media
15 39 (1.10%) Management Information System
16 31 (0.87%) Legacy Systems
17 30 (0.84%) e-Learning
18 28 (0.79%) Hedge funds
18 28 (0.79%) Online Games
19 25 (0.70%) Tandem
Operating Systems
1 451 (12.69%) Linux
2 179 (5.04%) Unix
3 152 (4.28%) Windows
4 122 (3.43%) Apple iOS
5 110 (3.09%) Android
6 41 (1.15%) VMS
7 40 (1.13%) Red Hat Enterprise Linux
8 35 (0.98%) CentOS
9 29 (0.82%) Windows Server
10 26 (0.73%) Ubuntu
11 11 (0.31%) Mac OS
12 7 (0.20%) AIX
12 7 (0.20%) Alpine Linux
13 5 (0.14%) HPUX
14 4 (0.11%) DC/OS
14 4 (0.11%) Mac OS X
14 4 (0.11%) Solaris
15 2 (0.056%) Debian
Processes & Methodologies
1 2,004 (56.37%) Agile Software Development
2 1,387 (39.02%) Microservices
3 1,284 (36.12%) CI/CD
4 1,245 (35.02%) Software Engineering
5 1,177 (33.11%) DevOps
6 804 (22.62%) TDD
7 775 (21.80%) Full Stack Development
8 740 (20.82%) Test Automation
9 700 (19.69%) Continuous Integration
10 660 (18.57%) Analytics
11 548 (15.41%) Scrum
12 493 (13.87%) Computer Science
13 474 (13.33%) Problem-Solving
14 453 (12.74%) OO
15 426 (11.98%) ETL
16 415 (11.67%) Data Science
17 390 (10.97%) Mentoring
18 368 (10.35%) BDD
19 362 (10.18%) Open Source
20 361 (10.15%) Event-Driven
Programming Languages
1 1,984 (55.81%) SQL
2 1,572 (44.22%) Java
3 1,285 (36.15%) Python
4 1,160 (32.63%) JavaScript
5 864 (24.30%) C#
6 575 (16.17%) TypeScript
7 280 (7.88%) PHP
8 263 (7.40%) Go
9 225 (6.33%) PowerShell
10 202 (5.68%) Scala
11 187 (5.26%) Java 8
12 151 (4.25%) Bash
13 131 (3.68%) C++
13 131 (3.68%) Groovy
14 125 (3.52%) Ruby
15 124 (3.49%) Kotlin
16 103 (2.90%) R
17 102 (2.87%) ES6
18 81 (2.28%) Shell Script
19 76 (2.14%) C
Qualifications
1 695 (19.55%) Degree
2 317 (8.92%) Computer Science Degree
3 100 (2.81%) Master's Degree
4 93 (2.62%) Security Cleared
5 53 (1.49%) Numerate Degree
6 52 (1.46%) SC Cleared
7 49 (1.38%) Oracle Certification
8 45 (1.27%) OCP
9 27 (0.76%) AWS Certification
10 16 (0.45%) PhD
11 11 (0.31%) Microsoft Certification
12 9 (0.25%) ISTQB
13 5 (0.14%) ISEB
13 5 (0.14%) MCSE
14 4 (0.11%) CCNA
14 4 (0.11%) Cisco Certification
14 4 (0.11%) ISTQB Foundation Certification
14 4 (0.11%) MCSA
14 4 (0.11%) OCPJP
14 4 (0.11%) Sun Certification
Quality Assurance & Compliance
1 363 (10.21%) QA
2 102 (2.87%) Data Quality
3 73 (2.05%) GDPR
4 32 (0.90%) Accessibility
5 30 (0.84%) SLA
6 13 (0.37%) WCAG
7 7 (0.20%) ISO/IEC 27001
7 7 (0.20%) PSD2
8 4 (0.11%) PMO
9 3 (0.084%) GRC
9 3 (0.084%) PCI DSS
9 3 (0.084%) Sarbanes-Oxley
10 2 (0.056%) DICOM
10 2 (0.056%) ISO 8583
10 2 (0.056%) ISO 9001
10 2 (0.056%) NIST
10 2 (0.056%) SOC 2
11 1 (0.028%) FedRAMP
11 1 (0.028%) HIPAA
11 1 (0.028%) ISO 22301
System Software
1 1,318 (37.07%) Docker
2 77 (2.17%) VMware Infrastructure
3 62 (1.74%) HDFS
4 49 (1.38%) Apache ZooKeeper
5 19 (0.53%) Virtual Machines
6 17 (0.48%) Apache Flume
7 14 (0.39%) VirtualBox
8 11 (0.31%) Active Directory
9 9 (0.25%) ISA Server
10 6 (0.17%) Varnish
10 6 (0.17%) Virtual Servers
11 5 (0.14%) Firmware
12 3 (0.084%) VMware ESXi
12 3 (0.084%) VMware NSX
13 2 (0.056%) Ceph
13 2 (0.056%) KVM
14 1 (0.028%) Shibboleth
14 1 (0.028%) Slurm Workload Manager
14 1 (0.028%) vSphere
Systems Management
1 1,095 (30.80%) Kubernetes
2 418 (11.76%) Terraform
3 253 (7.12%) Ansible
4 175 (4.92%) Prometheus
5 112 (3.15%) Opscode Chef
6 111 (3.12%) Grafana
7 89 (2.50%) Kibana
8 86 (2.42%) Puppet
9 37 (1.04%) Docker Swarm
10 35 (0.98%) logstash
11 28 (0.79%) Hadoop YARN
12 27 (0.76%) Istio
12 27 (0.76%) Opsgenie
13 26 (0.73%) Consul
14 25 (0.70%) Oozie
15 24 (0.68%) Single Sign-On
16 21 (0.59%) Graphite
17 18 (0.51%) HAProxy
18 17 (0.48%) Rancher
18 17 (0.48%) ZABBIX
Vendors
1 363 (10.21%) Microsoft
2 352 (9.90%) Oracle
3 345 (9.70%) Google
4 169 (4.75%) Databricks
5 90 (2.53%) Palantir
6 85 (2.39%) VMware
7 59 (1.66%) Cloudera
8 56 (1.58%) Informatica
9 52 (1.46%) Hortonworks
10 48 (1.35%) Splunk
11 46 (1.29%) Okta
12 45 (1.27%) New Relic
13 44 (1.24%) Salesforce.com
13 44 (1.24%) Talend
14 40 (1.13%) Samsung
14 40 (1.13%) Xamarin
15 35 (0.98%) IBM
16 31 (0.87%) SAP
17 30 (0.84%) Facebook
18 26 (0.73%) MuleSoft