Period
to 5 March 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 5 March 2021 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
5 Mar 2021
Same period 2020 Same period 2019
Rank 95 122 95
Rank change year-on-year +27 -27 -15
Permanent jobs citing NoSQL 2,237 3,059 4,596
As % of all permanent jobs advertised in England 3.27% 2.68% 3.27%
As % of the Database & Business Intelligence category 12.12% 9.93% 11.38%
Number of salaries quoted 2,300 2,755 4,328
Median annual salary £60,000 £62,203 £60,000
Median salary % change year-on-year -3.54% +3.67% +9.09%
10th Percentile £42,500 £37,500 £35,000
90th Percentile £90,000 £100,000 £92,500
UK median annual salary £60,000 £60,000 £60,000

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 18,450 30,802 40,379
As % of all permanent IT jobs advertised in England 26.97% 26.98% 28.71%
Number of salaries quoted 15,380 25,646 33,903
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £33,750 £32,500 £31,250
90th Percentile £88,750 £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 5 March 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 5 March 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 +5 1,089 £70,000 - 195
North of England +19 398 £52,500 - 62
South East +114 383 £60,000 +9.09% 65
Yorkshire +50 195 £52,500 +5.00% 17
South West +60 160 £50,000 - 47
North West -18 147 £55,000 +4.76% 34
Midlands +24 123 £52,500 - 53
West Midlands +29 89 £57,500 +9.52% 36
North East +40 56 £50,000 -4.46% 11
East of England +41 54 £60,000 +9.09% 25
East Midlands +24 34 £52,500 +5.00% 17
NoSQL
UK

For the 6 months to 5 March 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 1,219 (54.49%) SQL
2 1,053 (47.07%) Agile Software Development
3 940 (42.02%) AWS
4 839 (37.51%) JavaScript
5 788 (35.23%) Java
6 768 (34.33%) Azure
7 750 (33.53%) Python
8 715 (31.96%) C#
9 692 (30.93%) Microservices
10 679 (30.35%) Software Engineering
11 603 (26.96%) DevOps
12 553 (24.72%) Git (software)
13 552 (24.68%) Docker
14 548 (24.50%) React
15 513 (22.93%) TDD
16 512 (22.89%) .NET
17 510 (22.80%) MongoDB
18 488 (21.81%) Kubernetes
19 425 (19.00%) Node.js
20 400 (17.88%) Finance
21 394 (17.61%) SQL Server
22 373 (16.67%) RESTful
23 368 (16.45%) .NET Core
24 352 (15.74%) Continuous Integration
25 339 (15.15%) Kafka
26 336 (15.02%) MVC
27 335 (14.98%) Test Automation
28 333 (14.89%) OO
29 332 (14.84%) REST
30 327 (14.62%) AngularJS

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
1 256 (11.44%) Apache Spark
2 182 (8.14%) Elasticsearch
3 82 (3.67%) NServiceBus
4 69 (3.08%) nginx
5 67 (3.00%) Confluence
6 61 (2.73%) Apache
7 43 (1.92%) Apache Airflow
8 35 (1.56%) CMS
9 27 (1.21%) Tomcat
10 19 (0.85%) JBoss
10 19 (0.85%) SharePoint
11 18 (0.80%) Luigi
12 16 (0.72%) Mule
13 15 (0.67%) Mule ESB
13 15 (0.67%) Red Hat Fuse
14 14 (0.63%) Apache Solr
15 13 (0.58%) SAS
15 13 (0.58%) Tornado
16 11 (0.49%) Apache Pig
16 11 (0.49%) Apache Synapse
Applications
1 8 (0.36%) Microsoft Office
1 8 (0.36%) SPSS
2 7 (0.31%) Microsoft Excel
3 4 (0.18%) Microsoft PowerPoint
4 3 (0.13%) Adobe XD
5 2 (0.089%) AutoCAD
5 2 (0.089%) Revit
6 1 (0.045%) Adobe Illustrator
6 1 (0.045%) MS Visio
6 1 (0.045%) Photoshop
6 1 (0.045%) Weka
Business Applications
1 15 (0.67%) Dynamics CRM
2 8 (0.36%) Magento
2 8 (0.36%) Oracle BPM
3 4 (0.18%) IBM Operational Decision Manager
4 1 (0.045%) Sparx Enterprise Architect
Cloud Services
1 940 (42.02%) AWS
2 768 (34.33%) Azure
3 258 (11.53%) GCP
4 170 (7.60%) Serverless
5 118 (5.27%) PaaS
6 116 (5.19%) IaaS
7 111 (4.96%) SaaS
8 72 (3.22%) AWS Lambda
9 63 (2.82%) GitHub
10 61 (2.73%) Amazon EC2
11 60 (2.68%) Cloud Computing
12 58 (2.59%) Amazon S3
13 42 (1.88%) Azure Data Factory
14 38 (1.70%) Power Platform
15 35 (1.56%) Amazon Kinesis
16 34 (1.52%) AWS CloudFormation
17 33 (1.48%) Amazon EMR
18 28 (1.25%) Slack
19 27 (1.21%) Azure Functions
20 22 (0.98%) OpenShift
Communications & Networking
1 123 (5.50%) HTTP
2 77 (3.44%) Skype
3 27 (1.21%) Internet
4 13 (0.58%) AMQP
4 13 (0.58%) DNS
4 13 (0.58%) TCP/IP
5 12 (0.54%) Firewall
6 9 (0.40%) SSL
6 9 (0.40%) VoIP
7 8 (0.36%) VPN
8 7 (0.31%) MQTT
9 6 (0.27%) HTTPS
10 5 (0.22%) SMTP
11 4 (0.18%) LAN
11 4 (0.18%) SAN
11 4 (0.18%) SNMP
11 4 (0.18%) WAN
12 3 (0.13%) 802.11
12 3 (0.13%) DMZ
12 3 (0.13%) RFID
Database & Business Intelligence
1 510 (22.80%) MongoDB
2 394 (17.61%) SQL Server
3 293 (13.10%) Big Data
4 272 (12.16%) Relational Database
5 268 (11.98%) PostgreSQL
6 228 (10.19%) MySQL
7 227 (10.15%) Hadoop
8 214 (9.57%) Redis
9 189 (8.45%) Apache Cassandra
10 178 (7.96%) Data Warehouse
11 113 (5.05%) Amazon DynamoDB
12 109 (4.87%) RDBMS
13 105 (4.69%) Apache Hive
14 95 (4.25%) Amazon Redshift
15 88 (3.93%) Data Lake
16 58 (2.59%) Cosmos DB
17 57 (2.55%) SQL Server Integration Services
18 53 (2.37%) Amazon RDS
19 49 (2.19%) Amazon Athena
19 49 (2.19%) SQL Server Reporting Services
Development Applications
1 553 (24.72%) Git (software)
2 267 (11.94%) Jenkins
3 142 (6.35%) JIRA
4 127 (5.68%) TeamCity
5 126 (5.63%) Subversion
6 120 (5.36%) Octopus Deploy
7 106 (4.74%) Selenium
8 96 (4.29%) Mercurial
9 83 (3.71%) Maven
10 74 (3.31%) JUnit
11 57 (2.55%) Team Foundation Server
11 57 (2.55%) webpack
12 56 (2.50%) GitLab
13 44 (1.97%) Atlassian Bamboo
14 41 (1.83%) Cypress.io
15 39 (1.74%) Visual Studio
16 36 (1.61%) Bitbucket
16 36 (1.61%) Grunt
17 33 (1.48%) Storybook
18 29 (1.30%) NUnit
General
1 400 (17.88%) Finance
2 105 (4.69%) Marketing
3 99 (4.43%) Banking
4 79 (3.53%) Telecoms
5 78 (3.49%) Retail
6 73 (3.26%) Public Sector
7 52 (2.32%) Law
8 50 (2.24%) Manufacturing
9 46 (2.06%) Games
10 37 (1.65%) Electronics
11 25 (1.12%) Front Office
11 25 (1.12%) Publishing
12 17 (0.76%) Automotive
13 15 (0.67%) Advertising
14 13 (0.58%) Investment Banking
14 13 (0.58%) Pharmaceutical
15 12 (0.54%) Digital Economy
16 8 (0.36%) Aerospace
16 8 (0.36%) Back Office
17 7 (0.31%) Financial Institution
Job Titles
1 1,055 (47.16%) Developer
2 380 (16.99%) Software Engineer
3 279 (12.47%) Senior Developer
4 209 (9.34%) Java Developer
5 206 (9.21%) Data Engineer
6 192 (8.58%) Full Stack Developer
7 156 (6.97%) Java Engineer
8 146 (6.53%) .NET Developer
9 141 (6.30%) C# Developer
10 111 (4.96%) Software Developer
11 110 (4.92%) Architect
11 110 (4.92%) Java Software Engineer
12 102 (4.56%) PHP Developer
13 98 (4.38%) Python Developer
14 86 (3.84%) Python Engineer
15 84 (3.76%) DevOps Engineer
16 69 (3.08%) JavaScript Developer
17 63 (2.82%) Python Software Engineer
18 62 (2.77%) Senior Software Engineer
19 56 (2.50%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 548 (24.50%) React
2 512 (22.89%) .NET
3 425 (19.00%) Node.js
4 373 (16.67%) RESTful
5 368 (16.45%) .NET Core
6 339 (15.15%) Kafka
7 332 (14.84%) REST
8 327 (14.62%) AngularJS
9 314 (14.04%) CSS
10 299 (13.37%) HTML
11 271 (12.11%) Web Services
12 252 (11.27%) Spring
13 201 (8.99%) .NET Framework
14 185 (8.27%) ASP.NET
15 176 (7.87%) Vue.js
16 167 (7.47%) Spring Boot
17 133 (5.95%) JSON
18 132 (5.90%) RabbitMQ
19 121 (5.41%) Redux
20 115 (5.14%) ASP.NET MVC
Miscellaneous
1 146 (6.53%) Analytical Skills
2 124 (5.54%) Algorithms
3 121 (5.41%) Greenfield Project
4 98 (4.38%) Data Structures
5 92 (4.11%) User Experience
6 75 (3.35%) Cloud Native
7 60 (2.68%) Mobile App
8 56 (2.50%) Self-Motivation
9 50 (2.24%) Enterprise Software
10 37 (1.65%) Public Cloud
11 31 (1.39%) Virtual Team
12 30 (1.34%) Renewable Energy
13 26 (1.16%) Management Information System
14 24 (1.07%) iPhone
15 22 (0.98%) Data Centre
15 22 (0.98%) Social Network
16 21 (0.94%) Hedge funds
17 19 (0.85%) Blog
17 19 (0.85%) CMDB
18 18 (0.80%) Foreign Exchange (FX)
Operating Systems
1 284 (12.70%) Linux
2 67 (3.00%) Windows
3 61 (2.73%) Android
4 52 (2.32%) Unix
5 40 (1.79%) Apple iOS
6 20 (0.89%) Red Hat Enterprise Linux
7 16 (0.72%) CentOS
8 14 (0.63%) Ubuntu
9 4 (0.18%) VMS
9 4 (0.18%) Windows Server
10 3 (0.13%) Oracle Linux
11 2 (0.089%) Embedded Linux
11 2 (0.089%) Mac OS X
12 1 (0.045%) DC/OS
12 1 (0.045%) Debian
12 1 (0.045%) Fedora
12 1 (0.045%) Mac OS
Processes & Methodologies
1 1,053 (47.07%) Agile Software Development
2 692 (30.93%) Microservices
3 679 (30.35%) Software Engineering
4 603 (26.96%) DevOps
5 513 (22.93%) TDD
6 352 (15.74%) Continuous Integration
7 336 (15.02%) MVC
8 335 (14.98%) Test Automation
9 333 (14.89%) OO
10 293 (13.10%) Mentoring
11 284 (12.70%) Scrum
12 257 (11.49%) Computer Science
13 225 (10.06%) Fintech
14 216 (9.66%) Analytics
15 210 (9.39%) Open Source
16 186 (8.31%) Machine Learning
17 178 (7.96%) ETL
18 176 (7.87%) BDD
19 171 (7.64%) Unit Testing
20 166 (7.42%) Business Intelligence
Programming Languages
1 1,219 (54.49%) SQL
2 839 (37.51%) JavaScript
3 788 (35.23%) Java
4 750 (33.53%) Python
5 715 (31.96%) C#
6 249 (11.13%) TypeScript
7 190 (8.49%) Scala
8 173 (7.73%) PHP
9 128 (5.72%) C++
10 123 (5.50%) Go
11 98 (4.38%) Java 8
12 87 (3.89%) Kotlin
13 66 (2.95%) Bash Shell
14 59 (2.64%) R
15 55 (2.46%) T-SQL
16 53 (2.37%) Shell Script
17 51 (2.28%) ES6
18 41 (1.83%) C
19 37 (1.65%) Ruby
20 32 (1.43%) PowerShell
Qualifications
1 317 (14.17%) Degree
2 139 (6.21%) Computer Science Degree
3 104 (4.65%) Security Cleared
4 84 (3.76%) SC Cleared
5 56 (2.50%) Numerate Degree
6 19 (0.85%) PhD
7 14 (0.63%) AWS Certification
8 13 (0.58%) DV Cleared
9 10 (0.45%) Master's Degree
10 6 (0.27%) CCNA
10 6 (0.27%) Cisco Certification
10 6 (0.27%) TOGAF Certification
11 4 (0.18%) DBS Check
12 2 (0.089%) ISEB
12 2 (0.089%) ISTQB
12 2 (0.089%) ISTQB Foundation Certification
12 2 (0.089%) RHCE
12 2 (0.089%) RHCSA
13 1 (0.045%) CIW
13 1 (0.045%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 129 (5.77%) QA
2 17 (0.76%) Data Quality
3 11 (0.49%) GDPR
4 4 (0.18%) ISO 20022
5 3 (0.13%) PMO
6 2 (0.089%) HIPAA
6 2 (0.089%) IEC 62304
6 2 (0.089%) ISO 13485
6 2 (0.089%) ISO 9001
6 2 (0.089%) SLA
7 1 (0.045%) COBIT
7 1 (0.045%) GLBA
7 1 (0.045%) NIST
7 1 (0.045%) PCI DSS
7 1 (0.045%) WCAG
System Software
1 552 (24.68%) Docker
2 17 (0.76%) VirtualBox
3 14 (0.63%) Active Directory
4 11 (0.49%) VMware Infrastructure
5 9 (0.40%) Apache ZooKeeper
6 8 (0.36%) HDFS
7 4 (0.18%) Apache Flume
7 4 (0.18%) Virtual Machines
8 3 (0.13%) Varnish
9 2 (0.089%) Firmware
9 2 (0.089%) Microsoft Virtual Server
9 2 (0.089%) Virtual Desktop
9 2 (0.089%) Virtual Servers
10 1 (0.045%) Lustre
10 1 (0.045%) LXC
10 1 (0.045%) Oracle RAC
Systems Management
1 488 (21.81%) Kubernetes
2 175 (7.82%) Terraform
3 146 (6.53%) Ansible
4 52 (2.32%) Puppet
5 34 (1.52%) Opscode Chef
6 28 (1.25%) Prometheus
7 25 (1.12%) Docker Swarm
8 24 (1.07%) Grafana
9 11 (0.49%) Mesos
10 9 (0.40%) Graphite
11 8 (0.36%) Packer
12 7 (0.31%) Consul
12 7 (0.31%) Kibana
12 7 (0.31%) Marathon
13 6 (0.27%) Istio
13 6 (0.27%) Zipkin
14 5 (0.22%) Nagios
14 5 (0.22%) Single Sign-On
15 4 (0.18%) MIIS
15 4 (0.18%) Salt
Vendors
1 234 (10.46%) Microsoft
2 138 (6.17%) Google
3 129 (5.77%) Oracle
4 48 (2.15%) Databricks
5 40 (1.79%) SAP
6 31 (1.39%) Red Hat
7 30 (1.34%) Xamarin
8 28 (1.25%) Cloudera
9 27 (1.21%) IBM
10 25 (1.12%) Informatica
11 23 (1.03%) Salesforce.com
12 22 (0.98%) Talend
13 17 (0.76%) Charles River
13 17 (0.76%) Hortonworks
13 17 (0.76%) Splunk
14 15 (0.67%) Salesforce Marketing Cloud
15 14 (0.63%) Nintex
16 13 (0.58%) Atlassian
16 13 (0.58%) StreamSets
17 11 (0.49%) VMware