Period
to 24 July 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 24 July 2021 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 79 103 129
Rank change year-on-year +24 +26 -43
Permanent jobs citing NoSQL 3,893 1,999 3,629
As % of all permanent jobs advertised in England 3.88% 3.07% 2.71%
As % of the Database & Business Intelligence category 13.79% 11.09% 9.75%
Number of salaries quoted 2,381 1,691 3,093
10th Percentile £40,000 £39,000 £35,000
25th Percentile £47,500 £47,500 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +13.64%
75th Percentile £81,250 £80,000 £78,750
90th Percentile £95,000 £100,000 £92,500
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +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 28,240 18,023 37,213
As % of all permanent IT jobs advertised in England 28.16% 27.65% 27.83%
Number of salaries quoted 19,232 14,951 31,117
10th Percentile £35,000 £32,500 £31,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £57,000 £55,000 £52,500
Median % change year-on-year +3.64% +4.76% +5.00%
75th Percentile £76,250 £73,750 £70,000
90th Percentile £92,500 £90,000 £86,250
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

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 24 July 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 24 July 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 +8 2,197 £75,000 +3.45% 317
South East +71 617 £60,000 +9.09% 73
North of England 0 461 £55,000 +10.00% 114
South West +46 252 £50,000 -3.09% 36
Yorkshire +29 229 £55,000 +15.79% 33
Midlands +2 210 £57,500 -2.13% 53
West Midlands +25 166 £60,000 +9.09% 37
North West -53 155 £55,000 +4.76% 65
East of England -10 83 £50,500 -15.83% 30
North East +19 77 £55,000 +22.22% 16
East Midlands -46 44 £55,000 -8.33% 16
NoSQL
UK

For the 6 months to 24 July 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 2,222 (57.08%) SQL
2 2,135 (54.84%) Agile Software Development
3 1,831 (47.03%) AWS
4 1,620 (41.61%) Microservices
5 1,484 (38.12%) Java
6 1,477 (37.94%) Docker
7 1,465 (37.63%) Software Engineering
8 1,402 (36.01%) JavaScript
9 1,360 (34.93%) Azure
10 1,320 (33.91%) Python
11 1,280 (32.88%) React
12 1,224 (31.44%) Kubernetes
13 1,169 (30.03%) DevOps
14 1,157 (29.72%) C#
15 1,028 (26.41%) Git (software)
16 987 (25.35%) MongoDB
17 961 (24.69%) Node.js
18 943 (24.22%) Finance
19 907 (23.30%) .NET
20 838 (21.53%) TDD
21 832 (21.37%) RESTful
22 805 (20.68%) Degree
23 791 (20.32%) AngularJS
24 780 (20.04%) Social Skills
25 778 (19.98%) Kafka
26 758 (19.47%) Jenkins
27 742 (19.06%) REST
28 716 (18.39%) Linux
29 713 (18.31%) GCP
30 708 (18.19%) CSS

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
1 493 (12.66%) Apache Spark
2 398 (10.22%) Elasticsearch
3 297 (7.63%) Apache
4 163 (4.19%) nginx
5 130 (3.34%) GemFire
6 120 (3.08%) CMS
7 106 (2.72%) Confluence
8 83 (2.13%) Apache Solr
9 71 (1.82%) Apache Airflow
10 51 (1.31%) WordPress
11 45 (1.16%) IIS
12 34 (0.87%) Tomcat
13 33 (0.85%) Tornado
14 24 (0.62%) NServiceBus
15 23 (0.59%) Luigi
16 20 (0.51%) JBoss
17 19 (0.49%) SAS
18 17 (0.44%) Apache Pulsar
18 17 (0.44%) Oracle Workflow
19 16 (0.41%) OpenStack
Applications
1 32 (0.82%) Adobe Illustrator
1 32 (0.82%) Photoshop
2 22 (0.57%) Microsoft Excel
3 17 (0.44%) GIMP
4 12 (0.31%) SOLIDWORKS
5 11 (0.28%) Microsoft PowerPoint
6 10 (0.26%) Adobe XD
7 9 (0.23%) MS Visio
8 7 (0.18%) Campfire
9 5 (0.13%) AutoCAD
9 5 (0.13%) Fireworks
9 5 (0.13%) Revit
10 3 (0.077%) SPSS
11 2 (0.051%) Microsoft Office
12 1 (0.026%) Chatbot
12 1 (0.026%) CPLEX
12 1 (0.026%) Microsoft Project
12 1 (0.026%) Weka
Business Applications
1 21 (0.54%) Magento
2 10 (0.26%) Primavera
3 9 (0.23%) IBM Operational Decision Manager
4 6 (0.15%) Summit
5 5 (0.13%) Dynamics CRM
6 1 (0.026%) Adobe Campaign
6 1 (0.026%) Maximo
6 1 (0.026%) Oracle BPM
6 1 (0.026%) Workfront
Cloud Services
1 1,831 (47.03%) AWS
2 1,360 (34.93%) Azure
3 713 (18.31%) GCP
4 437 (11.23%) Serverless
5 411 (10.56%) GitHub
6 281 (7.22%) SaaS
7 169 (4.34%) AWS Lambda
8 160 (4.11%) Amazon Kinesis
8 160 (4.11%) PaaS
9 121 (3.11%) OpenShift
10 120 (3.08%) Cloud Computing
10 120 (3.08%) Snowflake
11 119 (3.06%) Amazon S3
12 111 (2.85%) Amazon EC2
13 103 (2.65%) Power Platform
14 102 (2.62%) Amazon EMR
15 90 (2.31%) Azure Service Bus
16 84 (2.16%) AWS CloudFormation
16 84 (2.16%) Azure Cosmos DB
17 82 (2.11%) IaaS
Communications & Networking
1 260 (6.68%) HTTP
2 47 (1.21%) TCP/IP
3 41 (1.05%) Firewall
4 36 (0.92%) Internet
5 34 (0.87%) DNS
6 25 (0.64%) Broadband
7 18 (0.46%) Skype
8 17 (0.44%) AMQP
9 16 (0.41%) Network Security
9 16 (0.41%) VPN
10 14 (0.36%) MQTT
10 14 (0.36%) SMTP
11 13 (0.33%) IPv4
12 10 (0.26%) Intranet
12 10 (0.26%) LAN
12 10 (0.26%) WAN
13 8 (0.21%) SAN
14 7 (0.18%) Extranet
15 6 (0.15%) FTP
15 6 (0.15%) SSL
Database & Business Intelligence
1 987 (25.35%) MongoDB
2 695 (17.85%) PostgreSQL
3 683 (17.54%) Relational Database
4 566 (14.54%) SQL Server
5 537 (13.79%) MySQL
6 521 (13.38%) Redis
7 510 (13.10%) Big Data
8 345 (8.86%) Hadoop
9 318 (8.17%) Amazon DynamoDB
10 257 (6.60%) Apache Cassandra
11 229 (5.88%) Data Warehouse
12 180 (4.62%) Amazon Redshift
13 165 (4.24%) HBase
14 160 (4.11%) MariaDB
15 159 (4.08%) RDBMS
16 130 (3.34%) Neo4j
17 127 (3.26%) Data Lake
18 115 (2.95%) Amazon RDS
19 103 (2.65%) Apache Hive
20 98 (2.52%) Power BI
Development Applications
1 1,028 (26.41%) Git (software)
2 758 (19.47%) Jenkins
3 320 (8.22%) JUnit
4 224 (5.75%) JIRA
5 198 (5.09%) Cypress.io
6 197 (5.06%) Mockito
7 191 (4.91%) Maven
8 179 (4.60%) Atlassian Bamboo
9 177 (4.55%) TeamCity
10 172 (4.42%) Gradle
11 156 (4.01%) Octopus Deploy
11 156 (4.01%) Storybook
12 150 (3.85%) GitLab
13 148 (3.80%) Sonatype Nexus
14 145 (3.72%) Cucumber
15 138 (3.54%) webpack
16 136 (3.49%) IntelliJ
17 132 (3.39%) Protractor
18 131 (3.37%) Artifactory
18 131 (3.37%) Subversion
General
1 943 (24.22%) Finance
2 780 (20.04%) Social Skills
3 335 (8.61%) Banking
4 229 (5.88%) Analytical Skills
5 201 (5.16%) Law
6 196 (5.03%) Inclusion and Diversity
7 193 (4.96%) Retail
8 173 (4.44%) Games
9 128 (3.29%) Marketing
10 96 (2.47%) Public Sector
11 89 (2.29%) Presentation Skills
12 77 (1.98%) Manufacturing
13 70 (1.80%) Legal
14 64 (1.64%) Back Office
15 53 (1.36%) Influencing Skills
15 53 (1.36%) Investment Banking
16 45 (1.16%) Publishing
17 43 (1.10%) Online Betting
18 39 (1.00%) Telecoms
19 33 (0.85%) Financial Institution
Job Titles
1 1,666 (42.79%) Developer
2 701 (18.01%) Software Engineer
3 435 (11.17%) Senior Developer
4 382 (9.81%) Java Developer
5 335 (8.61%) Full Stack Developer
6 272 (6.99%) Software Developer
7 257 (6.60%) Data Engineer
8 255 (6.55%) Architect
9 219 (5.63%) PHP Developer
10 197 (5.06%) Java Engineer
11 172 (4.42%) .NET Developer
12 170 (4.37%) Senior Software Engineer
13 149 (3.83%) Python Engineer
14 134 (3.44%) Backend Developer
14 134 (3.44%) React Developer
15 130 (3.34%) Lead Developer
16 127 (3.26%) C# Developer
16 127 (3.26%) DevOps Engineer
17 121 (3.11%) Senior Java Developer
18 116 (2.98%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 1,280 (32.88%) React
2 961 (24.69%) Node.js
3 907 (23.30%) .NET
4 832 (21.37%) RESTful
5 791 (20.32%) AngularJS
6 778 (19.98%) Kafka
7 742 (19.06%) REST
8 708 (18.19%) CSS
9 667 (17.13%) Spring
10 627 (16.11%) HTML
11 496 (12.74%) RabbitMQ
12 485 (12.46%) .NET Core
13 477 (12.25%) Web Services
14 383 (9.84%) Spring Boot
15 335 (8.61%) Redux
16 323 (8.30%) JSON
17 304 (7.81%) GraphQL
18 277 (7.12%) Vue.js
19 234 (6.01%) HTML5
20 227 (5.83%) Spark Streaming
Miscellaneous
1 371 (9.53%) User Experience
2 192 (4.93%) Greenfield Project
3 187 (4.80%) Algorithms
4 185 (4.75%) Self-Motivation
5 172 (4.42%) Linux Command Line
6 135 (3.47%) Cloud Native
6 135 (3.47%) Data Structures
7 132 (3.39%) Enterprise Software
8 97 (2.49%) Mobile App
9 92 (2.36%) Blog
10 72 (1.85%) Legacy Systems
11 65 (1.67%) Public Cloud
12 60 (1.54%) Client/Server
13 57 (1.46%) Virtual Team
14 52 (1.34%) Data Centre
15 45 (1.16%) NHS
16 41 (1.05%) Hybrid Cloud
17 36 (0.92%) Management Information System
17 36 (0.92%) Social Media
18 33 (0.85%) iPhone
Operating Systems
1 716 (18.39%) Linux
2 270 (6.94%) Unix
3 166 (4.26%) Windows
4 84 (2.16%) Android
5 66 (1.70%) Apple iOS
6 49 (1.26%) Red Hat Enterprise Linux
7 22 (0.57%) CentOS
8 21 (0.54%) Ubuntu
9 13 (0.33%) Windows Server
10 12 (0.31%) Windows 10
10 12 (0.31%) Windows 7
10 12 (0.31%) Windows Server 2012
11 9 (0.23%) VMS
12 6 (0.15%) Solaris
13 4 (0.10%) Mac OS X
14 3 (0.077%) Mac OS
15 2 (0.051%) Embedded Linux
16 1 (0.026%) DC/OS
16 1 (0.026%) Debian
Processes & Methodologies
1 2,135 (54.84%) Agile Software Development
2 1,620 (41.61%) Microservices
3 1,465 (37.63%) Software Engineering
4 1,169 (30.03%) DevOps
5 838 (21.53%) TDD
6 646 (16.59%) Computer Science
7 620 (15.93%) Continuous Integration
8 612 (15.72%) Scrum
9 593 (15.23%) Test Automation
10 586 (15.05%) OO
11 535 (13.74%) Analytics
12 461 (11.84%) Open Source
13 421 (10.81%) MVC
14 411 (10.56%) Fintech
15 401 (10.30%) BDD
16 387 (9.94%) Mentoring
17 371 (9.53%) Artificial Intelligence
18 368 (9.45%) Event-Driven
19 367 (9.43%) Clean Code
20 365 (9.38%) OOP
Programming Languages
1 2,222 (57.08%) SQL
2 1,484 (38.12%) Java
3 1,402 (36.01%) JavaScript
4 1,320 (33.91%) Python
5 1,157 (29.72%) C#
6 529 (13.59%) TypeScript
7 392 (10.07%) PHP
8 288 (7.40%) Go
9 246 (6.32%) C++
10 208 (5.34%) Scala
11 174 (4.47%) Shell Script
12 160 (4.11%) Java 8
13 153 (3.93%) Groovy
14 147 (3.78%) Kotlin
15 125 (3.21%) Bash Shell
16 119 (3.06%) C
17 115 (2.95%) PowerShell
18 107 (2.75%) ES6
19 100 (2.57%) R
20 95 (2.44%) Ruby
Qualifications
1 805 (20.68%) Degree
2 368 (9.45%) Computer Science Degree
3 136 (3.49%) Master's Degree
4 124 (3.19%) OCP
4 124 (3.19%) Oracle Certification
5 106 (2.72%) Security Cleared
6 81 (2.08%) Numerate Degree
7 80 (2.05%) SC Cleared
8 25 (0.64%) PhD
9 20 (0.51%) AWS Certification
10 17 (0.44%) DBS Check
11 16 (0.41%) DV Cleared
12 13 (0.33%) RHCE
12 13 (0.33%) RHCSA
13 9 (0.23%) HND
14 7 (0.18%) TOGAF Certification
15 5 (0.13%) PMI Certification
16 4 (0.10%) PMP
17 2 (0.051%) BC Cleared
18 1 (0.026%) Microsoft Certification
Quality Assurance & Compliance
1 325 (8.35%) QA
2 82 (2.11%) GDPR
3 78 (2.00%) Data Quality
4 27 (0.69%) Accessibility
5 10 (0.26%) ISO/IEC 27001
5 10 (0.26%) PSD2
6 9 (0.23%) PCI DSS
6 9 (0.23%) SLA
7 7 (0.18%) WCAG
8 5 (0.13%) GRC
9 4 (0.10%) ISO 20022
10 3 (0.077%) ISO 9001
11 2 (0.051%) MiFID
11 2 (0.051%) PMO
12 1 (0.026%) COBIT
12 1 (0.026%) GLBA
12 1 (0.026%) NIST
System Software
1 1,477 (37.94%) Docker
2 143 (3.67%) HDFS
3 99 (2.54%) VMware Infrastructure
4 76 (1.95%) VirtualBox
5 32 (0.82%) Apache ZooKeeper
6 16 (0.41%) Active Directory
7 14 (0.36%) ISA Server
8 12 (0.31%) Ceph
9 7 (0.18%) vSphere
10 6 (0.15%) KVM
10 6 (0.15%) VMware ESXi
11 5 (0.13%) Virtual Servers
12 4 (0.10%) Varnish
13 3 (0.077%) Firmware
13 3 (0.077%) Virtual Machines
14 2 (0.051%) Hyper-V
14 2 (0.051%) Microsoft Virtual Server
14 2 (0.051%) Virtual Desktop
15 1 (0.026%) Apache Flume
15 1 (0.026%) LXC
Systems Management
1 1,224 (31.44%) Kubernetes
2 422 (10.84%) Ansible
3 409 (10.51%) Terraform
4 152 (3.90%) Prometheus
5 126 (3.24%) Opscode Chef
6 118 (3.03%) Grafana
7 115 (2.95%) Docker Swarm
8 76 (1.95%) Puppet
9 55 (1.41%) Graphite
10 34 (0.87%) Istio
11 30 (0.77%) Opsgenie
12 26 (0.67%) Graylog
13 25 (0.64%) Consul
13 25 (0.64%) Hadoop YARN
14 24 (0.62%) Kibana
15 22 (0.57%) Mesos
16 21 (0.54%) HAProxy
17 19 (0.49%) Packer
18 17 (0.44%) linkerd
19 12 (0.31%) Kustomize
Vendors
1 440 (11.30%) Microsoft
2 346 (8.89%) Oracle
3 340 (8.73%) Google
4 159 (4.08%) VMware
5 130 (3.34%) Okta
6 109 (2.80%) IBM
7 101 (2.59%) Samsung
8 97 (2.49%) Cloudera
9 95 (2.44%) Talend
10 88 (2.26%) Hortonworks
11 78 (2.00%) Informatica
12 69 (1.77%) Databricks
13 55 (1.41%) SAP
14 54 (1.39%) Red Hat
15 50 (1.28%) Splunk
16 45 (1.16%) Salesforce.com
17 35 (0.90%) Adobe
18 33 (0.85%) Xamarin
19 25 (0.64%) Atlassian
20 23 (0.59%) Rackspace