Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 27 January 2022

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

NoSQL
UK > Work from Home
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 99 74 85
Rank change year-on-year -25 +11 -22
Permanent jobs citing NoSQL 963 455 259
As % of all permanent jobs with a WFH option 3.25% 4.07% 3.56%
As % of the Database & Business Intelligence category 11.89% 13.91% 12.70%
Number of salaries quoted 664 420 229
10th Percentile £42,500 £42,500 £34,350
25th Percentile £48,750 £46,250 £37,500
Median annual salary (50th Percentile) £70,000 £57,250 £50,000
Median % change year-on-year +22.27% +14.50% -5.66%
75th Percentile £86,250 £72,125 £72,500
90th Percentile £100,000 £81,250 £85,000
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 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 8,101 3,272 2,039
As % of all permanent jobs with a WFH option 27.32% 29.27% 27.99%
Number of salaries quoted 5,838 2,957 1,767
10th Percentile £37,500 £33,750 £33,750
25th Percentile £45,000 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £53,000 £50,000
Median % change year-on-year +13.21% +6.00% -4.76%
75th Percentile £77,500 £71,250 £70,000
90th Percentile £92,500 £81,750 £85,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 27 January 2022.

NoSQL salary histogram for jobs with a WFH option

For the 6 months to 27 January 2022, 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.

1 587 (60.96%) SQL
2 504 (52.34%) Agile Software Development
3 493 (51.19%) AWS
4 424 (44.03%) Java
5 380 (39.46%) Microservices
6 344 (35.72%) Software Engineering
7 341 (35.41%) Docker
8 334 (34.68%) JavaScript
9 304 (31.57%) Azure
10 293 (30.43%) CI/CD
11 285 (29.60%) MongoDB
12 275 (28.56%) Kubernetes
13 253 (26.27%) Python
14 249 (25.86%) DevOps
15 246 (25.55%) C#
16 232 (24.09%) TDD
17 225 (23.36%) GCP
18 222 (23.05%) Full Stack Development
19 212 (22.01%) Spring
20 198 (20.56%) Scrum
21 197 (20.46%) React
22 194 (20.15%) RESTful
23 193 (20.04%) Social Skills
24 191 (19.83%) PostgreSQL
25 186 (19.31%) MySQL
26 182 (18.90%) Node.js
27 181 (18.80%) Elasticsearch
28 179 (18.59%) .NET
29 174 (18.07%) Serverless
30 164 (17.03%) Finance

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
1 181 (18.80%) Elasticsearch
2 64 (6.65%) Apache Spark
3 35 (3.63%) Apache Solr
4 32 (3.32%) Apache
5 22 (2.28%) nginx
6 18 (1.87%) CMS
7 15 (1.56%) Apache Airflow
7 15 (1.56%) Tomcat
8 12 (1.25%) Apache Pig
9 10 (1.04%) WordPress
10 8 (0.83%) Confluence
11 7 (0.73%) Oracle SOA Suite
12 6 (0.62%) OpenStack
13 3 (0.31%) SharePoint
14 2 (0.21%) Cloud Foundry
14 2 (0.21%) SAS
15 1 (0.10%) Apache Pulsar
15 1 (0.10%) CloudStack
15 1 (0.10%) Oracle Workflow
15 1 (0.10%) WildFly
Applications
1 4 (0.42%) Microsoft Excel
2 1 (0.10%) InDesign
2 1 (0.10%) Weka
Business Applications
1 10 (1.04%) Payment Gateway
2 9 (0.93%) Oracle BPM
3 6 (0.62%) NetSuite
4 3 (0.31%) Shopify
5 1 (0.10%) IBM Planning Analytics
5 1 (0.10%) Oracle ERP
Cloud Services
1 493 (51.19%) AWS
2 304 (31.57%) Azure
3 225 (23.36%) GCP
4 174 (18.07%) Serverless
5 108 (11.21%) SaaS
6 56 (5.82%) Amazon S3
6 56 (5.82%) Cloud Computing
7 53 (5.50%) AWS Lambda
8 49 (5.09%) Amazon EC2
9 48 (4.98%) AWS CloudFormation
10 41 (4.26%) PaaS
11 39 (4.05%) Power Platform
12 32 (3.32%) Firebase
13 31 (3.22%) GitHub
13 31 (3.22%) IaaS
14 28 (2.91%) Amazon CloudWatch
14 28 (2.91%) Amazon Kinesis
15 23 (2.39%) Azure Service Bus
16 22 (2.28%) Amazon SQS
17 21 (2.18%) CloudFront
Communications & Networking
1 17 (1.77%) HTTP
2 10 (1.04%) Internet
3 8 (0.83%) DNS
3 8 (0.83%) TCP/IP
4 7 (0.73%) IPv6
4 7 (0.73%) RTSP
4 7 (0.73%) SSH
4 7 (0.73%) UPnP
5 6 (0.62%) Intrusion Detection
5 6 (0.62%) MQTT
6 4 (0.42%) WAN
7 3 (0.31%) 5G
7 3 (0.31%) Firewall
7 3 (0.31%) SD-WAN
7 3 (0.31%) SMTP
8 2 (0.21%) SMS
9 1 (0.10%) FTP
9 1 (0.10%) LAN
9 1 (0.10%) Network Security
9 1 (0.10%) SSL
Database & Business Intelligence
1 285 (29.60%) MongoDB
2 191 (19.83%) PostgreSQL
3 186 (19.31%) MySQL
4 163 (16.93%) Relational Database
5 156 (16.20%) Amazon DynamoDB
6 126 (13.08%) Redis
7 99 (10.28%) SQL Server
8 84 (8.72%) Big Data
9 68 (7.06%) Data Warehouse
10 62 (6.44%) Hadoop
11 55 (5.71%) RDBMS
12 54 (5.61%) Amazon RDS
13 52 (5.40%) Apache Cassandra
14 40 (4.15%) Couchbase
15 39 (4.05%) Power BI
16 31 (3.22%) Amazon Redshift
17 29 (3.01%) BigQuery
17 29 (3.01%) Data Lake
18 28 (2.91%) Blockchain
19 26 (2.70%) Hazelcast
Development Applications
1 143 (14.85%) Git (software)
2 119 (12.36%) Jenkins
3 63 (6.54%) JUnit
4 54 (5.61%) Maven
5 49 (5.09%) JIRA
6 48 (4.98%) GitLab
7 23 (2.39%) Gradle
8 18 (1.87%) Bitbucket
9 17 (1.77%) Atlassian Bamboo
9 17 (1.77%) JMeter
10 15 (1.56%) Visual Studio
11 13 (1.35%) Postman
12 12 (1.25%) Octopus Deploy
12 12 (1.25%) Spinnaker
12 12 (1.25%) Team Foundation Server
13 11 (1.14%) TeamCity
13 11 (1.14%) webpack
14 8 (0.83%) Mockito
14 8 (0.83%) Vagrant
15 7 (0.73%) Cucumber
General
1 193 (20.04%) Social Skills
2 164 (17.03%) Finance
3 55 (5.71%) Analytical Skills
4 48 (4.98%) Retail
5 43 (4.47%) Banking
6 41 (4.26%) Inclusion and Diversity
7 31 (3.22%) Publishing
8 26 (2.70%) Marketing
9 25 (2.60%) Games
10 11 (1.14%) Wearables
11 10 (1.04%) Law
12 9 (0.93%) Financial Institution
12 9 (0.93%) Presentation Skills
13 8 (0.83%) Advertising
14 5 (0.52%) Legal
14 5 (0.52%) Social Housing
14 5 (0.52%) Telecoms
15 4 (0.42%) Brand Awareness
15 4 (0.42%) Private Banking
15 4 (0.42%) Public Sector
Job Titles
1 445 (46.21%) Developer
2 225 (23.36%) Software Engineer
3 162 (16.82%) Java Developer
4 124 (12.88%) Senior Developer
5 113 (11.73%) Full Stack Developer
6 110 (11.42%) Java Engineer
7 91 (9.45%) Java Software Engineer
8 79 (8.20%) Senior Software Engineer
9 73 (7.58%) Architect
9 73 (7.58%) PHP Developer
10 68 (7.06%) Cloud Engineer
11 67 (6.96%) Data Engineer
12 60 (6.23%) JavaScript Developer
13 58 (6.02%) React Developer
14 56 (5.82%) AWS Engineer
15 55 (5.71%) .NET Developer
16 49 (5.09%) Angular Developer
17 48 (4.98%) C# Developer
18 43 (4.47%) Cloud Developer
19 41 (4.26%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 212 (22.01%) Spring
2 197 (20.46%) React
3 194 (20.15%) RESTful
4 182 (18.90%) Node.js
5 179 (18.59%) .NET
6 159 (16.51%) REST
7 136 (14.12%) HTML
8 134 (13.91%) AngularJS
9 132 (13.71%) Spring Boot
10 123 (12.77%) Kafka
11 122 (12.67%) CSS
12 97 (10.07%) GraphQL
13 86 (8.93%) Elastic Stack
14 80 (8.31%) .NET Core
15 71 (7.37%) HTML5
16 66 (6.85%) gRPC
16 66 (6.85%) Web Services
17 62 (6.44%) CSS3
18 61 (6.33%) Hibernate
19 50 (5.19%) JSON
Miscellaneous
1 60 (6.23%) Cloud Native
2 49 (5.09%) Public Cloud
3 47 (4.88%) Greenfield Project
4 37 (3.84%) Mobile App
4 37 (3.84%) Self-Motivation
5 35 (3.63%) Data Structures
5 35 (3.63%) User Experience
6 32 (3.32%) Algorithms
7 26 (2.70%) Hybrid Cloud
8 21 (2.18%) Enterprise Software
9 20 (2.08%) Virtual Team
10 18 (1.87%) CMDB
11 14 (1.45%) Blog
12 12 (1.25%) Private Cloud
13 10 (1.04%) iPad
13 10 (1.04%) Video\Live Streaming
14 9 (0.93%) BBC
15 7 (0.73%) Credit Risk
15 7 (0.73%) e-Learning
16 5 (0.52%) Legacy Applications
Operating Systems
1 108 (11.21%) Linux
2 54 (5.61%) Android
3 51 (5.30%) Apple iOS
4 21 (2.18%) Windows
5 20 (2.08%) Unix
6 14 (1.45%) CentOS
7 10 (1.04%) Ubuntu
8 7 (0.73%) Alpine Linux
9 4 (0.42%) Red Hat Enterprise Linux
10 3 (0.31%) Mac OS
11 2 (0.21%) Windows Server
12 1 (0.10%) Mac OS X
Processes & Methodologies
1 504 (52.34%) Agile Software Development
2 380 (39.46%) Microservices
3 344 (35.72%) Software Engineering
4 293 (30.43%) CI/CD
5 249 (25.86%) DevOps
6 232 (24.09%) TDD
7 222 (23.05%) Full Stack Development
8 198 (20.56%) Scrum
9 158 (16.41%) BDD
10 139 (14.43%) Test Automation
11 124 (12.88%) Problem-Solving
12 118 (12.25%) Analytics
13 110 (11.42%) MVC
14 107 (11.11%) Continuous Integration
15 105 (10.90%) OO
16 103 (10.70%) Mentoring
17 98 (10.18%) SOA
18 88 (9.14%) API Design
19 86 (8.93%) SOLID
20 85 (8.83%) Fintech
Programming Languages
1 587 (60.96%) SQL
2 424 (44.03%) Java
3 334 (34.68%) JavaScript
4 253 (26.27%) Python
5 246 (25.55%) C#
6 119 (12.36%) PHP
7 117 (12.15%) TypeScript
8 87 (9.03%) Go
8 87 (9.03%) Kotlin
9 74 (7.68%) Java 8
10 34 (3.53%) C++
11 31 (3.22%) Scala
12 30 (3.12%) Groovy
13 29 (3.01%) PowerShell
14 19 (1.97%) Rust
15 18 (1.87%) Bash
16 16 (1.66%) Ruby
17 15 (1.56%) R
18 14 (1.45%) ES6
19 12 (1.25%) Shell Script
Qualifications
1 58 (6.02%) Degree
2 30 (3.12%) Computer Science Degree
3 13 (1.35%) Security Cleared
4 10 (1.04%) AWS Certification
4 10 (1.04%) SC Cleared
5 8 (0.83%) ISTQB
6 6 (0.62%) CompTIA Security+
6 6 (0.62%) GIAC
6 6 (0.62%) OSCP
7 5 (0.52%) CISSP
7 5 (0.52%) ISEB
7 5 (0.52%) Master's Degree
7 5 (0.52%) Numerate Degree
7 5 (0.52%) SANS
8 3 (0.31%) ISTQB Foundation Certification
8 3 (0.31%) Microsoft Certification
9 1 (0.10%) CREST Certified
9 1 (0.10%) MCSE
Quality Assurance & Compliance
1 64 (6.65%) QA
2 17 (1.77%) Data Quality
3 16 (1.66%) SLA
4 4 (0.42%) PMO
5 2 (0.21%) Accessibility
5 2 (0.21%) GDPR
6 1 (0.10%) DICOM
6 1 (0.10%) GRC
6 1 (0.10%) ISO/IEC 27001
6 1 (0.10%) NCSC
6 1 (0.10%) PCI DSS
6 1 (0.10%) PSD2
System Software
1 341 (35.41%) Docker
2 8 (0.83%) VirtualBox
3 7 (0.73%) Apache ZooKeeper
4 3 (0.31%) Firmware
4 3 (0.31%) Varnish
5 2 (0.21%) ISA Server
5 2 (0.21%) Virtual Machines
6 1 (0.10%) Ceph
6 1 (0.10%) NFS
6 1 (0.10%) VMware Infrastructure
Systems Management
1 275 (28.56%) Kubernetes
2 113 (11.73%) Terraform
3 69 (7.17%) Prometheus
4 57 (5.92%) Ansible
5 36 (3.74%) Opscode Chef
6 22 (2.28%) Docker Swarm
7 21 (2.18%) Grafana
8 18 (1.87%) Puppet
9 17 (1.77%) logstash
10 16 (1.66%) Kibana
11 11 (1.14%) Oozie
12 9 (0.93%) Single Sign-On
13 6 (0.62%) Nessus
13 6 (0.62%) Rancher
14 4 (0.42%) Hadoop YARN
14 4 (0.42%) ITRS Geneos
15 3 (0.31%) Istio
15 3 (0.31%) Knative
16 2 (0.21%) Consul
16 2 (0.21%) Graphite
Vendors
1 138 (14.33%) Oracle
2 110 (11.42%) Google
2 110 (11.42%) Microsoft
3 30 (3.12%) Xamarin
4 27 (2.80%) Cloudera
5 26 (2.70%) Hortonworks
6 19 (1.97%) Informatica
7 15 (1.56%) Databricks
8 13 (1.35%) Rackspace
9 11 (1.14%) StreamSets
10 9 (0.93%) Samsung
10 9 (0.93%) Talend
11 7 (0.73%) IBM
11 7 (0.73%) SAP
12 6 (0.62%) Okta
12 6 (0.62%) Salesforce.com
12 6 (0.62%) SaltStack
12 6 (0.62%) ServiceNow
13 5 (0.52%) Intel
13 5 (0.52%) MuleSoft