Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 26 September 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 26 September 2021 with a comparison to the same period in the previous 2 years.

NoSQL
UK > Work from Home
6 months to
26 Sep 2021		 Same period 2020 Same period 2019
Rank 78 64 87
Rank change year-on-year -14 +23 -21
Permanent jobs citing NoSQL 1,026 232 272
As % of all permanent jobs with a WFH option 3.94% 4.27% 3.44%
As % of the Database & Business Intelligence category 13.63% 13.78% 11.70%
Number of salaries quoted 745 226 250
10th Percentile £38,750 £43,750 £35,000
25th Percentile £47,500 £46,250 £40,000
Median annual salary (50th Percentile) £65,000 £60,000 £53,750
Median % change year-on-year +8.33% +11.63% +7.50%
75th Percentile £77,500 £75,000 £75,000
90th Percentile £92,500 £86,250 £83,875
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 with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 7,529 1,684 2,324
As % of all permanent jobs with a WFH option 28.89% 30.96% 29.42%
Number of salaries quoted 5,772 1,551 2,076
10th Percentile £36,250 £35,000 £33,750
25th Percentile £43,750 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £75,000 £70,000 £72,500
90th Percentile £92,500 £82,500 £85,000
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

NoSQL
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing NoSQL as a proportion of all IT jobs advertised.

NoSQL trend for jobs with a WFH option

NoSQL
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing NoSQL.

NoSQL salary trend for jobs with a WFH option

NoSQL
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing NoSQL over the 6 months to 26 September 2021.

NoSQL salary histogram for jobs with a WFH option

For the 6 months to 26 September 2021, NoSQL job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for NoSQL.

1 665 (64.81%) Agile Software Development
2 611 (59.55%) SQL
3 443 (43.18%) Microservices
4 413 (40.25%) AWS
5 410 (39.96%) JavaScript
6 332 (32.36%) Java
7 330 (32.16%) Azure
8 315 (30.70%) Software Engineering
9 302 (29.43%) React
10 292 (28.46%) Full Stack Development
11 291 (28.36%) Docker
12 281 (27.39%) DevOps
13 270 (26.32%) RESTful
14 266 (25.93%) MongoDB
15 265 (25.83%) TDD
16 263 (25.63%) C#
17 257 (25.05%) Scrum
18 231 (22.51%) PHP
19 227 (22.12%) Social Skills
20 223 (21.73%) .NET
21 210 (20.47%) MVC
21 210 (20.47%) Kubernetes
22 199 (19.40%) Python
23 189 (18.42%) Git (software)
24 187 (18.23%) Spring
25 182 (17.74%) MySQL
26 179 (17.45%) Linux
27 178 (17.35%) BDD
28 171 (16.67%) Jenkins
29 162 (15.79%) Elasticsearch

NoSQL
Co-occurring IT Skills with a WFH Option 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
1 162 (15.79%) Elasticsearch
2 79 (7.70%) Apache Solr
3 52 (5.07%) nginx
4 43 (4.19%) Apache Spark
5 35 (3.41%) CMS
6 33 (3.22%) Apache
7 25 (2.44%) WordPress
8 11 (1.07%) Apache Airflow
8 11 (1.07%) Apache Pig
8 11 (1.07%) Confluence
8 11 (1.07%) Drupal
9 9 (0.88%) Oracle SOA Suite
10 6 (0.58%) Tomcat
11 4 (0.39%) JBoss
11 4 (0.39%) Mule
11 4 (0.39%) Mule ESB
11 4 (0.39%) Red Hat Fuse
12 3 (0.29%) Jupyter
12 3 (0.29%) Luigi
12 3 (0.29%) NServiceBus
Applications
1 10 (0.97%) SOLIDWORKS
2 3 (0.29%) Microsoft Excel
2 3 (0.29%) Weka
3 1 (0.097%) Microsoft Office
Business Applications
1 11 (1.07%) Payment Gateway
2 10 (0.97%) Oracle BPM
3 7 (0.68%) Magento
4 2 (0.19%) WebTrends
Cloud Services
1 413 (40.25%) AWS
2 330 (32.16%) Azure
3 149 (14.52%) GCP
4 110 (10.72%) SaaS
5 104 (10.14%) Serverless
6 49 (4.78%) PaaS
7 47 (4.58%) Amazon S3
8 42 (4.09%) Firebase
9 40 (3.90%) AWS Lambda
10 36 (3.51%) Cloud Computing
11 30 (2.92%) AWS CloudFormation
11 30 (2.92%) IaaS
12 25 (2.44%) Amazon CloudWatch
13 22 (2.14%) Amazon EC2
13 22 (2.14%) Power Platform
14 21 (2.05%) Azure Cosmos DB
15 19 (1.85%) Azure Data Factory
16 18 (1.75%) GitHub
16 18 (1.75%) Rackspace Cloud
17 16 (1.56%) CloudFront
Communications & Networking
1 11 (1.07%) SMS
2 6 (0.58%) Firewall
2 6 (0.58%) Internet
3 5 (0.49%) IPv4
3 5 (0.49%) LAN
3 5 (0.49%) WAN
4 4 (0.39%) DNS
5 3 (0.29%) AMQP
5 3 (0.29%) HTTP
6 2 (0.19%) Network Security
6 2 (0.19%) Wireless
7 1 (0.097%) Ethernet
7 1 (0.097%) SAN
7 1 (0.097%) SSL
7 1 (0.097%) Unified Communications
Database & Business Intelligence
1 266 (25.93%) MongoDB
2 182 (17.74%) MySQL
3 150 (14.62%) Relational Database
4 149 (14.52%) PostgreSQL
5 136 (13.26%) Redis
5 136 (13.26%) SQL Server
6 103 (10.04%) Amazon DynamoDB
7 71 (6.92%) Big Data
8 67 (6.53%) Apache Cassandra
9 49 (4.78%) Hadoop
10 47 (4.58%) Amazon RDS
10 47 (4.58%) Data Warehouse
11 46 (4.48%) RDBMS
12 45 (4.39%) Couchbase
13 43 (4.19%) Data Lake
14 31 (3.02%) Amazon Aurora
14 31 (3.02%) Amazon Redshift
15 27 (2.63%) Hazelcast
16 22 (2.14%) Power BI
17 21 (2.05%) Apache Hive
Development Applications
1 189 (18.42%) Git (software)
2 171 (16.67%) Jenkins
3 118 (11.50%) JUnit
4 112 (10.92%) Maven
5 41 (4.00%) JIRA
6 29 (2.83%) GitLab
7 25 (2.44%) Bitbucket
8 22 (2.14%) Visual Studio
9 21 (2.05%) Gradle
9 21 (2.05%) Postman
10 20 (1.95%) webpack
11 16 (1.56%) RSpec
12 15 (1.46%) Atlassian Bamboo
12 15 (1.46%) PHPUnit
13 12 (1.17%) Mockito
13 12 (1.17%) Selenium
14 11 (1.07%) Cypress.io
14 11 (1.07%) TeamCity
15 9 (0.88%) Visual Studio Team System
16 8 (0.78%) Cucumber
General
1 227 (22.12%) Social Skills
2 158 (15.40%) Finance
3 60 (5.85%) Retail
4 45 (4.39%) Analytical Skills
5 40 (3.90%) Marketing
6 29 (2.83%) Games
7 27 (2.63%) Publishing
8 22 (2.14%) Banking
9 21 (2.05%) Public Sector
10 17 (1.66%) Inclusion and Diversity
11 14 (1.36%) Telecoms
12 13 (1.27%) Manufacturing
13 12 (1.17%) Back Office
13 12 (1.17%) Electronics
14 10 (0.97%) Law
15 8 (0.78%) Private Banking
16 6 (0.58%) Wearables
17 4 (0.39%) Brand Awareness
17 4 (0.39%) Investment Banking
17 4 (0.39%) Local Government
Job Titles
1 554 (54.00%) Developer
2 184 (17.93%) PHP Developer
3 159 (15.50%) Senior Developer
4 145 (14.13%) Software Engineer
5 140 (13.65%) Full Stack Developer
6 132 (12.87%) Java Developer
7 125 (12.18%) React Developer
8 70 (6.82%) Senior Java Developer
9 58 (5.65%) Architect
10 54 (5.26%) Java Engineer
11 48 (4.68%) Angular Developer
11 48 (4.68%) Senior Software Engineer
12 47 (4.58%) Lead Developer
13 44 (4.29%) E-Commerce Developer
13 44 (4.29%) E-Commerce PHP Developer
14 42 (4.09%) C# Developer
15 41 (4.00%) .NET Developer
16 36 (3.51%) Java Software Engineer
16 36 (3.51%) Software Developer
17 34 (3.31%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 302 (29.43%) React
2 270 (26.32%) RESTful
3 223 (21.73%) .NET
4 187 (18.23%) Spring
5 154 (15.01%) HTML
6 148 (14.42%) CSS
7 145 (14.13%) AngularJS
8 133 (12.96%) Kafka
9 131 (12.77%) Spring Boot
10 128 (12.48%) Node.js
11 125 (12.18%) REST
12 123 (11.99%) Web Services
13 122 (11.89%) GraphQL
14 105 (10.23%) RabbitMQ
15 86 (8.38%) CodeIgniter
16 66 (6.43%) .NET Core
16 66 (6.43%) jQuery
17 65 (6.34%) Vue.js
18 50 (4.87%) Laravel
19 47 (4.58%) JSON
Miscellaneous
1 53 (5.17%) Mobile App
1 53 (5.17%) Self-Motivation
2 48 (4.68%) Hybrid Cloud
3 40 (3.90%) Greenfield Project
4 39 (3.80%) Virtual Team
5 37 (3.61%) Public Cloud
6 31 (3.02%) Enterprise Software
7 26 (2.53%) Cloud Native
8 23 (2.24%) Data Structures
9 18 (1.75%) User Experience
10 16 (1.56%) CMDB
10 16 (1.56%) FMCG
11 14 (1.36%) Algorithms
12 12 (1.17%) Client/Server
12 12 (1.17%) Private Cloud
13 11 (1.07%) Data Centre
14 10 (0.97%) Driving Licence
15 9 (0.88%) Legacy Applications
16 8 (0.78%) Video\Live Streaming
17 7 (0.68%) Tandem
Operating Systems
1 179 (17.45%) Linux
2 49 (4.78%) Android
2 49 (4.78%) Apple iOS
3 30 (2.92%) Windows
4 22 (2.14%) Unix
5 10 (0.97%) Ubuntu
6 8 (0.78%) CentOS
7 5 (0.49%) VMS
7 5 (0.49%) Windows 10
7 5 (0.49%) Windows 7
7 5 (0.49%) Windows Server 2012
8 3 (0.29%) Red Hat Enterprise Linux
9 1 (0.097%) Mac OS
9 1 (0.097%) Windows Server
Processes & Methodologies
1 665 (64.81%) Agile Software Development
2 443 (43.18%) Microservices
3 315 (30.70%) Software Engineering
4 292 (28.46%) Full Stack Development
5 281 (27.39%) DevOps
6 265 (25.83%) TDD
7 257 (25.05%) Scrum
8 210 (20.47%) MVC
9 178 (17.35%) BDD
10 151 (14.72%) SOLID
11 137 (13.35%) Mentoring
12 121 (11.79%) OO
13 115 (11.21%) Problem-Solving
14 102 (9.94%) Test Automation
15 92 (8.97%) OOP
16 88 (8.58%) Business Intelligence
17 86 (8.38%) Analytics
18 84 (8.19%) Computer Science
19 73 (7.12%) E-Commerce
20 72 (7.02%) Time Management
Programming Languages
1 611 (59.55%) SQL
2 410 (39.96%) JavaScript
3 332 (32.36%) Java
4 263 (25.63%) C#
5 231 (22.51%) PHP
6 199 (19.40%) Python
7 83 (8.09%) TypeScript
8 79 (7.70%) Go
9 57 (5.56%) Scala
10 49 (4.78%) Kotlin
11 37 (3.61%) Java 8
12 35 (3.41%) Ruby
13 24 (2.34%) C++
14 21 (2.05%) PowerShell
15 20 (1.95%) Groovy
16 18 (1.75%) ES6
17 16 (1.56%) T-SQL
18 12 (1.17%) R
19 11 (1.07%) Bash Shell
19 11 (1.07%) Shell Script
Qualifications
1 96 (9.36%) Degree
2 49 (4.78%) Computer Science Degree
3 18 (1.75%) Numerate Degree
3 18 (1.75%) Security Cleared
4 17 (1.66%) SC Cleared
5 12 (1.17%) AWS Certification
6 5 (0.49%) Master's Degree
7 4 (0.39%) ISTQB
8 3 (0.29%) BC Cleared
8 3 (0.29%) PhD
9 2 (0.19%) ISEB
9 2 (0.19%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 60 (5.85%) QA
2 20 (1.95%) Data Quality
3 12 (1.17%) Accessibility
3 12 (1.17%) GDPR
4 5 (0.49%) GRC
5 4 (0.39%) PMO
6 2 (0.19%) PCI DSS
6 2 (0.19%) PSD2
7 1 (0.097%) DICOM
7 1 (0.097%) ISO/IEC 27001
7 1 (0.097%) NCSC
System Software
1 291 (28.36%) Docker
2 8 (0.78%) ISA Server
3 6 (0.58%) Apache ZooKeeper
4 5 (0.49%) HDFS
5 4 (0.39%) Varnish
6 3 (0.29%) VirtualBox
7 2 (0.19%) VMware Infrastructure
8 1 (0.097%) Firmware
8 1 (0.097%) vSphere
Systems Management
1 210 (20.47%) Kubernetes
2 50 (4.87%) Terraform
3 36 (3.51%) Ansible
4 26 (2.53%) Prometheus
5 21 (2.05%) Puppet
6 20 (1.95%) Opscode Chef
7 14 (1.36%) Docker Swarm
8 13 (1.27%) Single Sign-On
9 10 (0.97%) Kustomize
10 8 (0.78%) ITRS Geneos
10 8 (0.78%) Oozie
11 6 (0.58%) Grafana
12 5 (0.49%) SCCM
13 4 (0.39%) Graylog
13 4 (0.39%) logstash
13 4 (0.39%) Mesos
13 4 (0.39%) ZABBIX
14 2 (0.19%) Consul
14 2 (0.19%) Hadoop YARN
14 2 (0.19%) Kibana
Vendors
1 156 (15.20%) Oracle
2 135 (13.16%) Microsoft
3 79 (7.70%) Google
4 49 (4.78%) Xamarin
5 33 (3.22%) SAP
6 18 (1.75%) Rackspace
7 15 (1.46%) Cloudera
7 15 (1.46%) Informatica
7 15 (1.46%) ServiceNow
8 14 (1.36%) StreamSets
9 12 (1.17%) Databricks
10 11 (1.07%) Hortonworks
10 11 (1.07%) Salesforce.com
11 8 (0.78%) MuleSoft
12 6 (0.58%) IBM
12 6 (0.58%) SaltStack
12 6 (0.58%) Talend
12 6 (0.58%) WooCommerce
12 6 (0.58%) YouTube
13 5 (0.49%) Atlassian