Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

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

NoSQL
UK > Work from Home
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 78 80 94
Rank change year-on-year +2 +14 -11
Permanent jobs citing NoSQL 3,391 1,507 308
As % of all permanent jobs with a WFH option 4.31% 4.01% 3.46%
As % of the Database & Business Intelligence category 14.46% 13.02% 11.95%
Number of salaries quoted 1,127 1,086 279
10th Percentile £45,491 £38,750 £37,500
25th Percentile £52,500 £47,500 £47,500
Median annual salary (50th Percentile) £70,000 £62,500 £62,500
Median % change year-on-year +12.00% - +4.17%
75th Percentile £87,500 £77,500 £81,250
90th Percentile £102,500 £90,000 £95,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

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 23,450 11,574 2,577
As % of all permanent jobs with a WFH option 29.80% 30.81% 28.94%
Number of salaries quoted 11,286 8,754 2,193
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

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 2 July 2022.

NoSQL salary histogram for jobs with a WFH option

For the 6 months to 2 July 2022, NoSQL job roles required the following 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 2,163 (63.79%) SQL
2 1,725 (50.87%) Java
3 1,640 (48.36%) Software Engineering
4 1,639 (48.33%) Agile
5 1,545 (45.56%) JavaScript
5 1,545 (45.56%) AWS
6 1,496 (44.12%) Docker
7 1,389 (40.96%) Azure
8 1,339 (39.49%) Node.js
9 1,215 (35.83%) Git (software)
10 1,087 (32.06%) Microservices
11 1,058 (31.20%) Python
12 1,039 (30.64%) .NET
13 1,009 (29.76%) Kubernetes
14 982 (28.96%) CI/CD
15 948 (27.96%) Social Skills
16 895 (26.39%) AngularJS
17 885 (26.10%) HTML
18 848 (25.01%) CSS
19 811 (23.92%) Go
20 792 (23.36%) Finance
21 783 (23.09%) GCP
22 773 (22.80%) DevOps
23 762 (22.47%) React
24 738 (21.76%) Marketing
25 715 (21.09%) MVC
26 693 (20.44%) TDD
27 685 (20.20%) Full Stack Development
28 655 (19.32%) Ruby
28 655 (19.32%) Web Development

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
1 219 (6.46%) Apache Spark
2 152 (4.48%) Apache Airflow
3 101 (2.98%) Apache
4 54 (1.59%) Confluence
5 52 (1.53%) CMS
6 32 (0.94%) Luigi
7 23 (0.68%) nginx
8 19 (0.56%) Oracle Workflow
9 17 (0.50%) Headless CMS
10 13 (0.38%) Apache Pig
10 13 (0.38%) Jetty
11 12 (0.35%) WebSphere
12 11 (0.32%) Drupal
12 11 (0.32%) GlassFish
12 11 (0.32%) JBoss
12 11 (0.32%) Tomcat
13 10 (0.29%) SAS
14 9 (0.27%) WildFly
15 7 (0.21%) SharePoint
16 6 (0.18%) OpenStack
Applications
1 33 (0.97%) Campfire
2 14 (0.41%) Microsoft Excel
3 4 (0.12%) Microsoft Project
3 4 (0.12%) MS Visio
3 4 (0.12%) SPSS
4 3 (0.088%) Chatbot
5 2 (0.059%) Microsoft Office
Business Applications
1 67 (1.98%) Payment Gateway
2 22 (0.65%) Oracle BPM
3 19 (0.56%) Dynamics CRM
4 6 (0.18%) Magento
4 6 (0.18%) Shopify
5 2 (0.059%) Distributed Ledger
5 2 (0.059%) SystmOne
6 1 (0.029%) Dynamics GP
6 1 (0.029%) Dynamics NAV
6 1 (0.029%) Maximo
6 1 (0.029%) SAP Hybris
6 1 (0.029%) SimCorp Dimension
6 1 (0.029%) Sparx Enterprise Architect
6 1 (0.029%) Temenos T24
Cloud Services
1 1,545 (45.56%) AWS
2 1,389 (40.96%) Azure
3 783 (23.09%) GCP
4 432 (12.74%) Serverless
5 366 (10.79%) SaaS
6 225 (6.64%) GitHub
7 212 (6.25%) Amazon S3
8 184 (5.43%) AWS Lambda
9 157 (4.63%) Cloud Computing
10 146 (4.31%) AWS CloudFormation
11 118 (3.48%) Snowflake
12 117 (3.45%) Azure DevOps
13 106 (3.13%) Power Platform
14 88 (2.60%) Azure Functions
15 84 (2.48%) Amazon EC2
16 78 (2.30%) Amazon Kinesis
17 76 (2.24%) PaaS
18 60 (1.77%) Azure Cosmos DB
19 59 (1.74%) Azure Data Factory
20 57 (1.68%) Datadog
Communications & Networking
1 600 (17.69%) HTTP
2 546 (16.10%) SSL
3 50 (1.47%) Broadband
4 49 (1.45%) Internet
5 44 (1.30%) DNS
6 27 (0.80%) Firewall
7 21 (0.62%) SMS
8 20 (0.59%) DKIM
8 20 (0.59%) DMARC
9 14 (0.41%) VPN
10 7 (0.21%) Network Security
10 7 (0.21%) TCP/IP
11 6 (0.18%) HTTPS
12 5 (0.15%) RIP
12 5 (0.15%) SMTP
13 4 (0.12%) Bluetooth
13 4 (0.12%) SD-WAN
13 4 (0.12%) WAN
14 3 (0.088%) AMQP
15 2 (0.059%) 5G
Database & Business Intelligence
1 559 (16.48%) MongoDB
2 436 (12.86%) Relational Database
3 403 (11.88%) PostgreSQL
4 347 (10.23%) MySQL
5 282 (8.32%) Big Data
6 275 (8.11%) SQL Server
7 273 (8.05%) Data Warehouse
8 260 (7.67%) Elasticsearch
9 232 (6.84%) Hadoop
10 227 (6.69%) Redis
11 218 (6.43%) Data Lake
12 184 (5.43%) DynamoDB
13 143 (4.22%) RDBMS
14 112 (3.30%) Amazon Redshift
15 110 (3.24%) BigQuery
16 104 (3.07%) Apache Hive
16 104 (3.07%) Power BI
17 97 (2.86%) Apache Cassandra
18 73 (2.15%) Amazon RDS
19 65 (1.92%) SQL Server Integration Services
Development Applications
1 1,215 (35.83%) Git (software)
2 398 (11.74%) Jenkins
3 178 (5.25%) GitLab
4 149 (4.39%) JIRA
5 129 (3.80%) Maven
6 107 (3.16%) Gradle
7 104 (3.07%) JUnit
8 95 (2.80%) Mockito
9 84 (2.48%) Cypress.io
10 69 (2.03%) CircleCI
11 60 (1.77%) Selenium
12 48 (1.42%) Sonatype Nexus
13 40 (1.18%) Cucumber
14 38 (1.12%) Visual Studio
15 35 (1.03%) TeamCity
16 33 (0.97%) Atlassian Bamboo
17 28 (0.83%) Bitbucket
17 28 (0.83%) git-flow
18 26 (0.77%) Postman
19 24 (0.71%) webpack
General
1 948 (27.96%) Social Skills
2 792 (23.36%) Finance
3 738 (21.76%) Marketing
4 398 (11.74%) Inclusion and Diversity
5 385 (11.35%) Banking
6 294 (8.67%) Analytical Skills
7 263 (7.76%) Retail
8 145 (4.28%) Games
9 88 (2.60%) Public Sector
10 86 (2.54%) Organisational Skills
11 66 (1.95%) Automotive
12 48 (1.42%) Local Government
13 42 (1.24%) Publishing
14 41 (1.21%) Influencing Skills
15 40 (1.18%) Law
16 39 (1.15%) Telecoms
17 33 (0.97%) Advertising
18 31 (0.91%) Retail Banking
19 30 (0.88%) Legal
20 28 (0.83%) Back Office
Job Titles
1 1,184 (34.92%) Software Engineer
2 1,125 (33.18%) Developer
3 357 (10.53%) Senior Developer
4 343 (10.12%) Data Engineer
5 341 (10.06%) Java Developer
6 241 (7.11%) Senior Software Engineer
7 219 (6.46%) Full Stack Developer
8 158 (4.66%) Java Engineer
9 131 (3.86%) Architect
10 129 (3.80%) Backend Developer
11 109 (3.21%) Java Software Engineer
12 108 (3.18%) .NET Developer
13 104 (3.07%) DevOps Engineer
14 101 (2.98%) Lead Developer
14 101 (2.98%) Senior Java Developer
15 91 (2.68%) Python Developer
16 86 (2.54%) Senior Data Engineer
17 80 (2.36%) Senior Full Stack Developer
18 76 (2.24%) Python Engineer
19 73 (2.15%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 1,339 (39.49%) Node.js
2 1,039 (30.64%) .NET
3 895 (26.39%) AngularJS
4 885 (26.10%) HTML
5 848 (25.01%) CSS
6 762 (22.47%) React
7 647 (19.08%) ASP.NET
8 602 (17.75%) RESTful
9 580 (17.10%) Ruby on Rails
10 560 (16.51%) Angular 2
11 512 (15.10%) Spring
12 443 (13.06%) Kafka
13 411 (12.12%) REST
14 370 (10.91%) Spring Boot
15 211 (6.22%) GraphQL
16 206 (6.07%) RabbitMQ
17 192 (5.66%) Web Services
18 182 (5.37%) Vue.js
19 171 (5.04%) HTML5
20 156 (4.60%) gRPC
Miscellaneous
1 265 (7.81%) Greenfield Project
2 262 (7.73%) Cloud Native
3 219 (6.46%) Algorithms
4 192 (5.66%) User Experience
5 186 (5.49%) Data Structures
6 137 (4.04%) Virtual Team
7 115 (3.39%) Public Cloud
8 111 (3.27%) Mobile App
9 107 (3.16%) Legacy Systems
10 89 (2.62%) Social Network
11 82 (2.42%) Enterprise Software
12 74 (2.18%) Self-Motivation
13 65 (1.92%) Hackathon
14 59 (1.74%) Cyberattack
15 52 (1.53%) Social Media
16 51 (1.50%) Blog
17 47 (1.39%) Blockchain
18 43 (1.27%) Cyber Defence
19 36 (1.06%) Management Information System
20 34 (1.00%) NHS
Operating Systems
1 240 (7.08%) Linux
2 125 (3.69%) Android
2 125 (3.69%) Unix
3 84 (2.48%) Apple iOS
4 52 (1.53%) Windows
5 29 (0.86%) Red Hat Enterprise Linux
5 29 (0.86%) Ubuntu
6 14 (0.41%) Mac OS X
7 10 (0.29%) CentOS
8 9 (0.27%) Debian
8 9 (0.27%) Windows Server
9 3 (0.088%) VMS
10 2 (0.059%) AIX
10 2 (0.059%) FreeBSD
10 2 (0.059%) HPUX
10 2 (0.059%) Mac OS
11 1 (0.029%) Alpine Linux
Processes & Methodologies
1 1,640 (48.36%) Software Engineering
2 1,639 (48.33%) Agile
3 1,087 (32.06%) Microservices
4 982 (28.96%) CI/CD
5 773 (22.80%) DevOps
6 715 (21.09%) MVC
7 693 (20.44%) TDD
8 685 (20.20%) Full Stack Development
9 655 (19.32%) Web Development
10 638 (18.81%) Scrum
11 515 (15.19%) Test Automation
12 431 (12.71%) Analytics
13 426 (12.56%) Problem-Solving
14 394 (11.62%) OO
15 373 (11.00%) Continuous Integration
16 359 (10.59%) Event-Driven
17 355 (10.47%) BDD
18 332 (9.79%) Machine Learning
19 320 (9.44%) Data Engineering
20 318 (9.38%) SDLC
Programming Languages
1 2,163 (63.79%) SQL
2 1,725 (50.87%) Java
3 1,545 (45.56%) JavaScript
4 1,058 (31.20%) Python
5 811 (23.92%) Go
6 655 (19.32%) Ruby
7 521 (15.36%) C#
8 519 (15.31%) TypeScript
9 185 (5.46%) Kotlin
10 171 (5.04%) Bash
11 155 (4.57%) Scala
12 112 (3.30%) C++
13 102 (3.01%) PHP
14 91 (2.68%) C
15 66 (1.95%) PowerShell
16 65 (1.92%) Groovy
17 63 (1.86%) Rust
18 61 (1.80%) Shell Script
19 47 (1.39%) T-SQL
20 46 (1.36%) R
Qualifications
1 391 (11.53%) Degree
2 171 (5.04%) Security Cleared
3 167 (4.92%) Computer Science Degree
4 54 (1.59%) Master's Degree
5 41 (1.21%) Numerate Degree
6 25 (0.74%) AWS Certification
7 21 (0.62%) SC Cleared
8 20 (0.59%) PhD
9 9 (0.27%) DBS Check
10 8 (0.24%) IBM Certification
10 8 (0.24%) Microsoft Certification
11 7 (0.21%) DV Cleared
12 4 (0.12%) BPSS Clearance
12 4 (0.12%) HND
12 4 (0.12%) LPIC
13 3 (0.088%) ISEB
13 3 (0.088%) ISTQB
14 1 (0.029%) PMI Certification
14 1 (0.029%) SANS
14 1 (0.029%) Sun Certification
Quality Assurance & Compliance
1 285 (8.40%) QA
2 76 (2.24%) Data Quality
3 67 (1.98%) SLA
4 49 (1.45%) GDPR
5 31 (0.91%) Accessibility
6 27 (0.80%) SOC 2
7 22 (0.65%) WCAG
8 14 (0.41%) ISO/IEC 27001
9 3 (0.088%) GRC
10 2 (0.059%) DICOM
10 2 (0.059%) IEC 62304
10 2 (0.059%) ISO 13485
10 2 (0.059%) PMO
11 1 (0.029%) ISO 20022
11 1 (0.029%) NIST
11 1 (0.029%) PCI DSS
11 1 (0.029%) PSD2
System Software
1 1,496 (44.12%) Docker
2 52 (1.53%) Apache Flume
3 17 (0.50%) Virtual Machines
4 7 (0.21%) Apache ZooKeeper
5 6 (0.18%) HDFS
6 5 (0.15%) Active Directory
7 2 (0.059%) ISA Server
7 2 (0.059%) NFS
7 2 (0.059%) Samba
7 2 (0.059%) VMware Infrastructure
8 1 (0.029%) LXC
8 1 (0.029%) vSphere
Systems Management
1 1,009 (29.76%) Kubernetes
2 465 (13.71%) Terraform
3 115 (3.39%) Prometheus
4 92 (2.71%) Ansible
5 62 (1.83%) Opscode Chef
6 56 (1.65%) Kibana
7 53 (1.56%) Docker Swarm
8 47 (1.39%) Grafana
9 41 (1.21%) Oozie
10 33 (0.97%) Rancher
11 28 (0.83%) Single Sign-On
12 21 (0.62%) Puppet
13 12 (0.35%) CA Service Virtualization
13 12 (0.35%) linkerd
14 6 (0.18%) Packer
14 6 (0.18%) Panaseer
15 4 (0.12%) SCCM
16 3 (0.088%) Argo
16 3 (0.088%) HAProxy
16 3 (0.088%) Kubeflow
Vendors
1 355 (10.47%) Google
2 261 (7.70%) Microsoft
3 205 (6.05%) Oracle
4 156 (4.60%) Databricks
5 68 (2.01%) Revolut
6 61 (1.80%) Cloudera
6 61 (1.80%) TrueLayer
7 45 (1.33%) Salesforce.com
7 45 (1.33%) Tencent
8 43 (1.27%) Snapchat
9 37 (1.09%) Instagram
10 27 (0.80%) TikTok
11 25 (0.74%) Red Hat
11 25 (0.74%) Splunk
12 24 (0.71%) CA
13 23 (0.68%) Civica
14 22 (0.65%) Informatica
15 19 (0.56%) Hitachi
15 19 (0.56%) SAP
16 17 (0.50%) IBM