Period
to 20 October 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Full Stack Development skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Full Stack Development over the 6 months to 20 October 2021 with a comparison to the same period in the previous 2 years.

Full Stack Development
UK > Work from Home
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 24 21 28
Rank change year-on-year -3 +7 +4
Permanent jobs citing Full Stack Development 2,592 700 611
As % of all permanent jobs with a WFH option 9.38% 11.15% 8.02%
As % of the Processes & Methodologies category 9.88% 11.87% 8.51%
Number of salaries quoted 1,965 650 553
10th Percentile £38,750 £37,500 £34,000
25th Percentile £48,250 £45,000 £41,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £80,000 £72,500 £70,000
90th Percentile £95,750 £95,000 £80,000
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Full Stack Development is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Work from Home
Permanent vacancies with a requirement for process or methodology skills 26,222 5,897 7,182
As % of all permanent jobs with a WFH option 94.85% 93.90% 94.26%
Number of salaries quoted 20,315 5,293 6,310
10th Percentile £36,535 £36,250 £35,000
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% +4.55%
75th Percentile £77,500 £71,250 £75,000
90th Percentile £92,500 £85,000 £87,500
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Full Stack Development
Trend for Jobs with a WFH Option

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

Full Stack Development trend for jobs with a WFH option

Full Stack Development
Salary Trend for Jobs with a WFH Option

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

Full Stack Development salary trend for jobs with a WFH option

Full Stack Development
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Full Stack Development over the 6 months to 20 October 2021.

Full Stack Development salary histogram for jobs with a WFH option

For the 6 months to 20 October 2021, Full Stack Development 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 Full Stack Development.

1 1,746 (67.36%) JavaScript
2 1,587 (61.23%) React
3 1,302 (50.23%) Agile Software Development
4 827 (31.91%) Node.js
5 802 (30.94%) AWS
6 779 (30.05%) AngularJS
7 752 (29.01%) TypeScript
8 739 (28.51%) Software Engineering
9 734 (28.32%) .NET
10 730 (28.16%) SQL
11 722 (27.85%) C#
12 684 (26.39%) HTML
13 672 (25.93%) Azure
14 668 (25.77%) CSS
15 569 (21.95%) Docker
16 568 (21.91%) Git (software)
17 560 (21.60%) Finance
18 491 (18.94%) Java
19 480 (18.52%) Microservices
20 454 (17.52%) Python
21 445 (17.17%) MVC
22 431 (16.63%) DevOps
23 424 (16.36%) Social Skills
24 422 (16.28%) TDD
25 415 (16.01%) Scrum
26 409 (15.78%) PHP
27 397 (15.32%) Vue.js
28 389 (15.01%) Kubernetes
29 379 (14.62%) SQL Server
30 344 (13.27%) Web Services

Full Stack Development
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
1 109 (4.21%) Apache
1 109 (4.21%) Elasticsearch
2 107 (4.13%) CMS
3 68 (2.62%) Confluence
4 58 (2.24%) WordPress
5 30 (1.16%) Umbraco
6 28 (1.08%) Apache Airflow
7 27 (1.04%) SharePoint
8 24 (0.93%) Apache Pulsar
9 19 (0.73%) IIS
10 17 (0.66%) Headless CMS
10 17 (0.66%) MODX
10 17 (0.66%) Sitecore CMS
11 16 (0.62%) Drupal
11 16 (0.62%) EPiServer
12 13 (0.50%) Tomcat
13 8 (0.31%) Kentico
14 6 (0.23%) nginx
15 5 (0.19%) Apache Pig
16 4 (0.15%) Apache Spark
Applications
1 25 (0.96%) Microsoft Excel
2 22 (0.85%) Microsoft PowerPoint
3 21 (0.81%) Microsoft Project
4 13 (0.50%) InVision
5 12 (0.46%) Sketch
6 11 (0.42%) Microsoft Office
7 8 (0.31%) Figma
7 8 (0.31%) Spreadsheet
8 7 (0.27%) Adobe Creative Suite
9 5 (0.19%) Adobe XD
10 4 (0.15%) Adobe Illustrator
11 2 (0.077%) Marvel
11 2 (0.077%) Photoshop
Business Applications
1 37 (1.43%) Shopify
2 32 (1.23%) Payment Gateway
3 10 (0.39%) Magento
3 10 (0.39%) Sage 200
4 9 (0.35%) Summit
5 7 (0.27%) SAP S/4HANA
6 5 (0.19%) nopCommerce
7 4 (0.15%) Sparx Enterprise Architect
8 3 (0.12%) NetSuite
9 2 (0.077%) WebTrends
10 1 (0.039%) Dynamics CRM
10 1 (0.039%) Loan IQ
10 1 (0.039%) Oracle ERP
10 1 (0.039%) SAP ERP
Cloud Services
1 802 (30.94%) AWS
2 672 (25.93%) Azure
3 326 (12.58%) Serverless
4 284 (10.96%) GCP
5 244 (9.41%) SaaS
6 216 (8.33%) AWS Lambda
7 213 (8.22%) Amazon S3
8 129 (4.98%) Amazon SQS
9 112 (4.32%) GitHub
10 99 (3.82%) Amazon EC2
11 84 (3.24%) AWS Step Functions
12 45 (1.74%) npm
13 40 (1.54%) Azure Functions
14 39 (1.50%) PaaS
15 32 (1.23%) AWS CloudFormation
15 32 (1.23%) Heroku
16 29 (1.12%) Azure Cosmos DB
17 25 (0.96%) Cloud Computing
18 23 (0.89%) Codefresh
19 21 (0.81%) Azure Event Grid
Communications & Networking
1 37 (1.43%) Internet
2 22 (0.85%) TCP/IP
3 20 (0.77%) HTTP
4 16 (0.62%) Firewall
5 13 (0.50%) DNS
6 12 (0.46%) DHCP
6 12 (0.46%) SSL
7 11 (0.42%) Modbus
7 11 (0.42%) VLAN
7 11 (0.42%) VoIP
8 10 (0.39%) IPsec
8 10 (0.39%) MQTT
8 10 (0.39%) VPN
9 7 (0.27%) AMQP
10 3 (0.12%) Wireless
11 2 (0.077%) Broadband
11 2 (0.077%) SSH
12 1 (0.039%) LAN
12 1 (0.039%) Network Security
12 1 (0.039%) Reverse Proxy
Database & Business Intelligence
1 379 (14.62%) SQL Server
2 294 (11.34%) MySQL
3 292 (11.27%) NoSQL
4 231 (8.91%) Amazon DynamoDB
5 204 (7.87%) PostgreSQL
6 197 (7.60%) MongoDB
7 139 (5.36%) Amazon RDS
8 105 (4.05%) Relational Database
9 82 (3.16%) Redis
10 51 (1.97%) Apache Ignite
11 45 (1.74%) Big Data
12 36 (1.39%) Amazon Aurora
12 36 (1.39%) RDBMS
13 30 (1.16%) SQL Server Integration Services
14 29 (1.12%) Amazon Athena
15 27 (1.04%) SQL Server Reporting Services
16 20 (0.77%) Azure SQL Database
17 19 (0.73%) Blockchain
18 17 (0.66%) BigQuery
19 16 (0.62%) MariaDB
Development Applications
1 568 (21.91%) Git (software)
2 151 (5.83%) JIRA
3 125 (4.82%) Jenkins
4 81 (3.13%) Cypress.io
5 67 (2.58%) Team Foundation Server
6 59 (2.28%) Visual Studio
7 55 (2.12%) PHPUnit
8 52 (2.01%) webpack
9 47 (1.81%) CircleCI
10 43 (1.66%) gulp
11 40 (1.54%) Postman
12 39 (1.50%) Bitbucket
13 37 (1.43%) TeamCity
13 37 (1.43%) Travis CI
14 35 (1.35%) Gradle
15 34 (1.31%) NUnit
16 32 (1.23%) Octopus Deploy
17 29 (1.12%) Maven
18 28 (1.08%) GitLab
19 27 (1.04%) JUnit
General
1 560 (21.60%) Finance
2 424 (16.36%) Social Skills
3 172 (6.64%) Front Office
4 166 (6.40%) Marketing
5 142 (5.48%) Retail
6 129 (4.98%) Games
7 82 (3.16%) Analytical Skills
8 80 (3.09%) Banking
9 71 (2.74%) Law
10 69 (2.66%) Inclusion and Diversity
11 63 (2.43%) Telecoms
12 47 (1.81%) Public Sector
13 41 (1.58%) Manufacturing
14 37 (1.43%) Pharmaceutical
15 25 (0.96%) Billing
15 25 (0.96%) Electronics
16 24 (0.93%) Financial Institution
16 24 (0.93%) Presentation Skills
17 23 (0.89%) Organisational Skills
18 21 (0.81%) Publishing
Job Titles
1 1,962 (75.69%) Developer
2 957 (36.92%) Full Stack Developer
3 423 (16.32%) React Developer
4 363 (14.00%) Software Engineer
5 335 (12.92%) Senior Developer
6 308 (11.88%) .NET Developer
7 299 (11.54%) PHP Developer
8 262 (10.11%) C# Developer
9 240 (9.26%) Software Developer
10 214 (8.26%) JavaScript Developer
11 182 (7.02%) Angular Developer
12 172 (6.64%) Developer/Software Engineer
13 165 (6.37%) Java Developer
13 165 (6.37%) Python Developer
14 137 (5.29%) C# .NET Developer
15 134 (5.17%) Senior Full Stack Developer
16 122 (4.71%) Lead Developer
17 110 (4.24%) Senior Software Engineer
18 98 (3.78%) Node.js Developer
19 91 (3.51%) Python Engineer
Libraries, Frameworks & Software Standards
1 1,587 (61.23%) React
2 827 (31.91%) Node.js
3 779 (30.05%) AngularJS
4 734 (28.32%) .NET
5 684 (26.39%) HTML
6 668 (25.77%) CSS
7 397 (15.32%) Vue.js
8 344 (13.27%) Web Services
9 298 (11.50%) .NET Core
10 265 (10.22%) REST
11 251 (9.68%) GraphQL
12 249 (9.61%) jQuery
13 238 (9.18%) ASP.NET
14 201 (7.75%) .NET Framework
15 197 (7.60%) RESTful
16 170 (6.56%) HTML5
17 168 (6.48%) Jest
18 150 (5.79%) Redux
19 146 (5.63%) React Native
20 139 (5.36%) ASP.NET MVC
Miscellaneous
1 257 (9.92%) User Experience
2 142 (5.48%) Greenfield Project
3 112 (4.32%) Self-Motivation
4 109 (4.21%) Mobile App
5 100 (3.86%) Hedge funds
6 89 (3.43%) Fixed Income
7 83 (3.20%) Derivative
8 78 (3.01%) Enterprise Software
9 63 (2.43%) Equities
10 60 (2.31%) Foreign Exchange (FX)
11 54 (2.08%) iPad
12 44 (1.70%) Hybrid Cloud
13 41 (1.58%) Legacy Code
14 33 (1.27%) Cloud Native
15 31 (1.20%) Virtual Team
16 30 (1.16%) Algorithms
17 28 (1.08%) Social Media
18 25 (0.96%) FMCG
19 24 (0.93%) Blog
20 22 (0.85%) Management Information System
Operating Systems
1 178 (6.87%) Linux
2 83 (3.20%) Windows
3 68 (2.62%) Android
4 63 (2.43%) Apple iOS
5 23 (0.89%) Windows Server
6 20 (0.77%) Unix
7 10 (0.39%) Windows 10
7 10 (0.39%) Windows Server 2012
7 10 (0.39%) Windows Server 2019
8 8 (0.31%) Ubuntu
9 4 (0.15%) Red Hat Enterprise Linux
10 2 (0.077%) Mac OS
Processes & Methodologies
1 1,302 (50.23%) Agile Software Development
2 739 (28.51%) Software Engineering
3 480 (18.52%) Microservices
4 445 (17.17%) MVC
5 431 (16.63%) DevOps
6 422 (16.28%) TDD
7 415 (16.01%) Scrum
8 267 (10.30%) Mentoring
9 228 (8.80%) Asset Management
10 224 (8.64%) Web Development
11 222 (8.56%) BDD
12 219 (8.45%) Front End Development
13 217 (8.37%) Test Automation
14 212 (8.18%) Fintech
15 199 (7.68%) Problem-Solving
16 192 (7.41%) Computer Science
17 179 (6.91%) OO
18 166 (6.40%) SOLID
19 164 (6.33%) Artificial Intelligence
20 163 (6.29%) SDLC
Programming Languages
1 1,746 (67.36%) JavaScript
2 752 (29.01%) TypeScript
3 730 (28.16%) SQL
4 722 (27.85%) C#
5 491 (18.94%) Java
6 454 (17.52%) Python
7 409 (15.78%) PHP
8 144 (5.56%) Kotlin
9 123 (4.75%) Go
10 111 (4.28%) Ruby
11 106 (4.09%) ES6
12 80 (3.09%) Scala
13 67 (2.58%) Clojure
14 66 (2.55%) PHP 7
15 57 (2.20%) T-SQL
16 48 (1.85%) C++
16 48 (1.85%) PowerShell
17 41 (1.58%) Java 8
18 37 (1.43%) C
19 22 (0.85%) Gremlin
Qualifications
1 265 (10.22%) Degree
2 121 (4.67%) Computer Science Degree
3 37 (1.43%) Security Cleared
4 23 (0.89%) SC Cleared
5 21 (0.81%) APMP
5 21 (0.81%) PMI Certification
6 10 (0.39%) AWS Certification
6 10 (0.39%) Microsoft Certification
6 10 (0.39%) PhD
7 6 (0.23%) DBS Check
8 4 (0.15%) Master's Degree
9 2 (0.077%) BPSS Clearance
9 2 (0.077%) ISTQB
9 2 (0.077%) ISTQB Foundation Certification
10 1 (0.039%) CCNA
10 1 (0.039%) CCNP
10 1 (0.039%) Cisco Certification
Quality Assurance & Compliance
1 130 (5.02%) QA
2 49 (1.89%) Accessibility
3 12 (0.46%) GDPR
4 9 (0.35%) PCI DSS
5 7 (0.27%) GAMP
6 6 (0.23%) WAI
7 5 (0.19%) ISO/IEC 27001
8 4 (0.15%) HIPAA
8 4 (0.15%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 4 (0.15%) NIST
8 4 (0.15%) Sarbanes-Oxley
9 3 (0.12%) Data Quality
9 3 (0.12%) SEPA
10 2 (0.077%) WCAG
11 1 (0.039%) Cyber Essentials
11 1 (0.039%) EMIR
11 1 (0.039%) MiFID
System Software
1 569 (21.95%) Docker
2 14 (0.54%) Active Directory
3 12 (0.46%) Virtual Machines
4 11 (0.42%) vSphere
5 10 (0.39%) VMware Infrastructure
6 3 (0.12%) ISA Server
7 2 (0.077%) Varnish
8 1 (0.039%) Apache ZooKeeper
8 1 (0.039%) Postfix
Systems Management
1 389 (15.01%) Kubernetes
2 232 (8.95%) Terraform
3 37 (1.43%) Ansible
4 20 (0.77%) Grafana
5 14 (0.54%) Kibana
6 13 (0.50%) logstash
7 11 (0.42%) Puppet
8 10 (0.39%) Microsoft Intune
9 6 (0.23%) Packer
9 6 (0.23%) Prometheus
10 5 (0.19%) Hadoop YARN
10 5 (0.19%) Opscode Chef
11 4 (0.15%) Capistrano
12 3 (0.12%) Docker Swarm
12 3 (0.12%) ZABBIX
13 2 (0.077%) Rancher
14 1 (0.039%) Single Sign-On
Vendors
1 202 (7.79%) Microsoft
2 149 (5.75%) Google
3 62 (2.39%) Zend
4 55 (2.12%) Xamarin
5 38 (1.47%) Elastic Path
6 36 (1.39%) SAP
7 32 (1.23%) Oracle
8 21 (0.81%) Adobe
9 19 (0.73%) Yahoo!
10 18 (0.69%) Telerik
11 17 (0.66%) Sitecore
12 14 (0.54%) Netlify
13 13 (0.50%) HubSpot
13 13 (0.50%) Sage
14 12 (0.46%) Okta
15 11 (0.42%) VMware
16 10 (0.39%) Atlassian
16 10 (0.39%) Palo Alto
16 10 (0.39%) Salesforce.com
16 10 (0.39%) Sophos