Period
to 17 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England with 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 17 October 2021 with a comparison to the same period in the previous 2 years.

Full Stack Development
UK > England
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 30 32 49
Rank change year-on-year +2 +17 +6
Permanent jobs citing Full Stack Development 8,741 3,126 6,383
As % of all permanent jobs advertised in England 7.98% 7.10% 5.03%
As % of the Processes & Methodologies category 8.46% 7.62% 5.43%
Number of salaries quoted 5,204 2,790 5,534
10th Percentile £37,500 £36,250 £32,500
25th Percentile £46,250 £45,000 £40,000
Median annual salary (50th Percentile) £62,500 £57,500 £55,000
Median % change year-on-year +8.70% +4.55% +4.76%
75th Percentile £85,000 £77,500 £71,250
90th Percentile £105,000 £95,000 £86,250
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 advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 103,262 41,028 117,506
As % of all permanent IT jobs advertised in England 94.32% 93.21% 92.64%
Number of salaries quoted 69,304 34,528 94,566
10th Percentile £32,949 £33,750 £30,000
25th Percentile £42,500 £42,500 £38,702
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% -
75th Percentile £77,500 £75,000 £71,250
90th Percentile £95,000 £91,250 £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
Job Vacancy Trend in England

Job postings citing Full Stack Development as a proportion of all IT jobs advertised in England.

Job vacancy trend for Full Stack Development in England

Full Stack Development
Salary Trend in England

3-month moving average salary quoted in jobs citing Full Stack Development in England.

Salary trend for Full Stack Development in England

Full Stack Development
Salary Histogram in England

Salary distribution for jobs citing Full Stack Development in England over the 6 months to 17 October 2021.

Salary histogram for Full Stack Development in England

Full Stack Development
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Full Stack Development within the England region over the 6 months to 17 October 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 +12 5,266 £77,500 +6.90% 658
South East +3 1,538 £52,500 -4.55% 187
North of England -36 625 £47,500 -5.00% 257
South West +8 453 £47,500 - 100
Midlands -35 440 £47,500 +5.56% 147
North West -32 364 £50,000 - 164
West Midlands -27 296 £50,000 - 93
East of England -14 275 £55,000 +10.00% 88
Yorkshire -38 203 £47,500 +1.06% 71
East Midlands -39 142 £45,000 +12.50% 54
North East -29 58 £35,000 -30.00% 22
Full Stack Development
UK

For the 6 months to 17 October 2021, IT jobs citing Full Stack Development 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 Full Stack Development.

1 5,603 (64.10%) JavaScript
2 4,972 (56.88%) React
3 4,190 (47.94%) Agile Software Development
4 2,933 (33.55%) Node.js
5 2,891 (33.07%) AWS
6 2,823 (32.30%) Software Engineering
7 2,708 (30.98%) TypeScript
8 2,691 (30.79%) AngularJS
9 2,485 (28.43%) .NET
10 2,477 (28.34%) C#
11 2,432 (27.82%) CSS
12 2,375 (27.17%) SQL
13 2,323 (26.58%) HTML
14 2,286 (26.15%) Finance
15 2,137 (24.45%) Azure
16 2,095 (23.97%) Java
17 2,058 (23.54%) Docker
18 2,013 (23.03%) Python
19 1,843 (21.08%) DevOps
20 1,822 (20.84%) Microservices
21 1,720 (19.68%) Git (software)
22 1,633 (18.68%) TDD
23 1,534 (17.55%) Kubernetes
24 1,333 (15.25%) User Experience
25 1,289 (14.75%) Social Skills
26 1,273 (14.56%) Web Services
27 1,254 (14.35%) SQL Server
28 1,228 (14.05%) Scrum
29 1,227 (14.04%) Vue.js
30 1,209 (13.83%) Computer Science

Full Stack Development
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
1 424 (4.85%) Apache
2 379 (4.34%) Elasticsearch
3 377 (4.31%) CMS
4 274 (3.13%) Apache Spark
5 251 (2.87%) WordPress
6 177 (2.02%) Confluence
7 142 (1.62%) GemFire
8 72 (0.82%) Cloud Foundry
9 65 (0.74%) Drupal
10 59 (0.67%) Umbraco
11 58 (0.66%) Tomcat
12 52 (0.59%) SharePoint
13 50 (0.57%) nginx
14 46 (0.53%) IIS
15 36 (0.41%) Sitecore CMS
16 34 (0.39%) EPiServer
17 31 (0.35%) Apache Solr
18 30 (0.34%) Apache Airflow
19 29 (0.33%) Apache Pulsar
20 27 (0.31%) Ethereum
Applications
1 41 (0.47%) Sketch
2 37 (0.42%) Microsoft Office
3 36 (0.41%) InVision
4 33 (0.38%) Microsoft Excel
4 33 (0.38%) Microsoft PowerPoint
5 31 (0.35%) Figma
6 25 (0.29%) Adobe XD
7 23 (0.26%) Photoshop
8 21 (0.24%) Microsoft Project
9 20 (0.23%) Adobe Illustrator
10 9 (0.10%) MS Visio
11 8 (0.092%) Marvel
11 8 (0.092%) Spreadsheet
12 7 (0.080%) Campfire
13 5 (0.057%) Chatbot
13 5 (0.057%) Fireworks
14 4 (0.046%) Adobe Creative Suite
15 1 (0.011%) Adobe After Effects
15 1 (0.011%) GIMP
15 1 (0.011%) Revit
Business Applications
1 84 (0.96%) Shopify
2 74 (0.85%) Magento
3 63 (0.72%) Payment Gateway
4 11 (0.13%) Summit
5 10 (0.11%) Sage 200
5 10 (0.11%) Sentinel
6 8 (0.092%) nopCommerce
6 8 (0.092%) Salesforce.com CRM
6 8 (0.092%) WebTrends
7 7 (0.080%) Dynamics CRM
8 5 (0.057%) Refinitiv Enterprise Platform
8 5 (0.057%) RMDS
8 5 (0.057%) SAP Oil and Gas
9 3 (0.034%) Dynamics AX
9 3 (0.034%) NetSuite
9 3 (0.034%) Oracle BPM
9 3 (0.034%) Sparx Enterprise Architect
10 2 (0.023%) osCommerce
11 1 (0.011%) Loan IQ
11 1 (0.011%) StreamServe
Cloud Services
1 2,891 (33.07%) AWS
2 2,137 (24.45%) Azure
3 1,107 (12.66%) Serverless
4 1,078 (12.33%) GCP
5 732 (8.37%) AWS Lambda
6 707 (8.09%) SaaS
7 650 (7.44%) GitHub
8 495 (5.66%) Amazon S3
9 323 (3.70%) Amazon SQS
10 287 (3.28%) Amazon EC2
11 215 (2.46%) PaaS
12 203 (2.32%) Amazon Kinesis
12 203 (2.32%) Cloud Computing
13 179 (2.05%) AWS Step Functions
14 146 (1.67%) AWS CloudFormation
15 134 (1.53%) Heroku
16 119 (1.36%) npm
17 110 (1.26%) Azure Functions
18 98 (1.12%) Amazon ECS
19 87 (1.00%) Azure Cosmos DB
Communications & Networking
1 137 (1.57%) Internet
2 123 (1.41%) HTTP
3 58 (0.66%) DNS
4 50 (0.57%) Firewall
5 42 (0.48%) TCP/IP
6 38 (0.43%) Broadband
7 33 (0.38%) MQTT
8 30 (0.34%) SSL
8 30 (0.34%) VPN
9 25 (0.29%) Skype
10 23 (0.26%) IPsec
11 22 (0.25%) DHCP
11 22 (0.25%) SSH
12 14 (0.16%) BGP
13 13 (0.15%) VLAN
14 12 (0.14%) VoIP
15 11 (0.13%) Modbus
15 11 (0.13%) Network Security
16 10 (0.11%) HTTPS
16 10 (0.11%) Wireless
Database & Business Intelligence
1 1,254 (14.35%) SQL Server
2 1,049 (12.00%) MySQL
3 962 (11.01%) NoSQL
4 872 (9.98%) PostgreSQL
5 652 (7.46%) MongoDB
6 589 (6.74%) Relational Database
7 540 (6.18%) Amazon DynamoDB
8 488 (5.58%) Redis
9 337 (3.86%) Amazon RDS
10 318 (3.64%) Big Data
11 183 (2.09%) MariaDB
12 171 (1.96%) HBase
13 149 (1.70%) Amazon Aurora
14 138 (1.58%) RDBMS
15 116 (1.33%) Apache Ignite
16 113 (1.29%) Apache Cassandra
17 112 (1.28%) Blockchain
18 75 (0.86%) Hadoop
19 68 (0.78%) Power BI
20 61 (0.70%) Azure SQL Database
Development Applications
1 1,720 (19.68%) Git (software)
2 750 (8.58%) Jenkins
3 466 (5.33%) JIRA
4 424 (4.85%) Cypress.io
5 304 (3.48%) webpack
6 241 (2.76%) JUnit
7 230 (2.63%) Storybook
8 225 (2.57%) Team Foundation Server
9 214 (2.45%) Selenium
10 211 (2.41%) Gradle
11 205 (2.35%) Visual Studio
12 201 (2.30%) Protractor
13 200 (2.29%) Cucumber
14 172 (1.97%) IntelliJ
15 170 (1.94%) GitLab
16 169 (1.93%) Mockito
17 163 (1.86%) Sonatype Nexus
18 160 (1.83%) Eclipse
19 158 (1.81%) CircleCI
20 156 (1.78%) NUnit
General
1 2,286 (26.15%) Finance
2 1,289 (14.75%) Social Skills
3 560 (6.41%) Banking
4 518 (5.93%) Front Office
5 449 (5.14%) Marketing
6 399 (4.56%) Law
7 371 (4.24%) Inclusion and Diversity
8 354 (4.05%) Retail
9 339 (3.88%) Analytical Skills
10 267 (3.05%) Games
11 139 (1.59%) Manufacturing
12 128 (1.46%) Public Sector
13 116 (1.33%) Telecoms
14 112 (1.28%) Presentation Skills
15 106 (1.21%) Organisational Skills
16 105 (1.20%) Legal
17 100 (1.14%) Pharmaceutical
18 92 (1.05%) Advertising
19 91 (1.04%) Investment Banking
20 85 (0.97%) Publishing
Job Titles
1 5,705 (65.27%) Developer
2 2,907 (33.26%) Full Stack Developer
3 1,540 (17.62%) Software Engineer
4 1,089 (12.46%) Senior Developer
5 868 (9.93%) .NET Developer
6 830 (9.50%) React Developer
7 655 (7.49%) Software Developer
8 539 (6.17%) C# Developer
9 534 (6.11%) Java Developer
10 506 (5.79%) Senior Full Stack Developer
11 482 (5.51%) PHP Developer
12 466 (5.33%) JavaScript Developer
13 462 (5.29%) Senior Software Engineer
14 404 (4.62%) Developer/Software Engineer
15 386 (4.42%) Python Developer
16 366 (4.19%) Lead Developer
17 316 (3.62%) C# .NET Developer
18 305 (3.49%) Angular Developer
19 272 (3.11%) Python Engineer
20 251 (2.87%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 4,972 (56.88%) React
2 2,933 (33.55%) Node.js
3 2,691 (30.79%) AngularJS
4 2,485 (28.43%) .NET
5 2,432 (27.82%) CSS
6 2,323 (26.58%) HTML
7 1,273 (14.56%) Web Services
8 1,227 (14.04%) Vue.js
9 1,125 (12.87%) .NET Core
10 1,047 (11.98%) REST
11 936 (10.71%) RESTful
12 822 (9.40%) Spring
13 821 (9.39%) GraphQL
14 754 (8.63%) ASP.NET
15 671 (7.68%) jQuery
16 662 (7.57%) Redux
17 657 (7.52%) Kafka
18 655 (7.49%) .NET Framework
19 623 (7.13%) HTML5
20 502 (5.74%) ASP.NET Web API
Miscellaneous
1 1,333 (15.25%) User Experience
2 514 (5.88%) Greenfield Project
3 407 (4.66%) Mobile App
4 331 (3.79%) Hedge funds
5 305 (3.49%) Algorithms
6 302 (3.45%) Equities
7 280 (3.20%) Derivative
8 256 (2.93%) Self-Motivation
9 245 (2.80%) Cloud Native
9 245 (2.80%) Fixed Income
10 230 (2.63%) Enterprise Software
11 224 (2.56%) Foreign Exchange (FX)
12 208 (2.38%) Linux Command Line
13 202 (2.31%) Data Structures
14 199 (2.28%) Virtual Team
15 145 (1.66%) Blog
16 106 (1.21%) Legacy Code
17 82 (0.94%) Public Cloud
18 76 (0.87%) Social Media
19 62 (0.71%) NHS
Operating Systems
1 735 (8.41%) Linux
2 302 (3.45%) Unix
3 256 (2.93%) Android
4 249 (2.85%) Apple iOS
5 248 (2.84%) Windows
6 44 (0.50%) Ubuntu
7 38 (0.43%) Red Hat Enterprise Linux
8 32 (0.37%) Windows Server
9 27 (0.31%) VMS
10 13 (0.15%) Fedora
11 11 (0.13%) Windows 10
11 11 (0.13%) Windows Server 2019
12 10 (0.11%) Windows Server 2012
13 9 (0.10%) Mesosphere
14 4 (0.046%) Mac OS
15 3 (0.034%) Mac OS X
15 3 (0.034%) watchOS
16 2 (0.023%) CentOS
17 1 (0.011%) Debian
17 1 (0.011%) Solaris
Processes & Methodologies
1 4,190 (47.94%) Agile Software Development
2 2,823 (32.30%) Software Engineering
3 1,843 (21.08%) DevOps
4 1,822 (20.84%) Microservices
5 1,633 (18.68%) TDD
6 1,228 (14.05%) Scrum
7 1,209 (13.83%) Computer Science
8 1,087 (12.44%) MVC
9 954 (10.91%) Web Development
10 903 (10.33%) Mentoring
11 856 (9.79%) Problem-Solving
12 846 (9.68%) Continuous Integration
13 837 (9.58%) OO
14 813 (9.30%) Fintech
15 801 (9.16%) Test Automation
16 790 (9.04%) Front End Development
17 778 (8.90%) Analytics
18 680 (7.78%) Unit Testing
19 667 (7.63%) BDD
20 603 (6.90%) Asset Management
Programming Languages
1 5,603 (64.10%) JavaScript
2 2,708 (30.98%) TypeScript
3 2,477 (28.34%) C#
4 2,375 (27.17%) SQL
5 2,095 (23.97%) Java
6 2,013 (23.03%) Python
7 1,158 (13.25%) PHP
8 420 (4.80%) ES6
9 398 (4.55%) Kotlin
10 382 (4.37%) Go
11 361 (4.13%) Ruby
12 302 (3.45%) Scala
13 264 (3.02%) T-SQL
14 229 (2.62%) C++
15 173 (1.98%) Groovy
16 169 (1.93%) Java 8
17 164 (1.88%) Shell Script
18 145 (1.66%) Clojure
18 145 (1.66%) PowerShell
19 137 (1.57%) C
Qualifications
1 1,193 (13.65%) Degree
2 562 (6.43%) Computer Science Degree
3 130 (1.49%) OCP
3 130 (1.49%) Oracle Certification
4 123 (1.41%) Security Cleared
5 87 (1.00%) SC Cleared
6 54 (0.62%) Master's Degree
7 41 (0.47%) HND
8 39 (0.45%) Numerate Degree
9 34 (0.39%) AWS Certification
10 31 (0.35%) PhD
11 28 (0.32%) Microsoft Certification
12 22 (0.25%) PMI Certification
13 21 (0.24%) APMP
14 11 (0.13%) BPSS Clearance
15 10 (0.11%) DBS Check
16 9 (0.10%) MBA
17 7 (0.080%) DV Cleared
17 7 (0.080%) Sun Certification
18 6 (0.069%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 455 (5.21%) QA
2 196 (2.24%) Accessibility
3 31 (0.35%) GDPR
4 24 (0.27%) Data Quality
5 21 (0.24%) SLA
5 21 (0.24%) WCAG
6 15 (0.17%) ISO/IEC 27001
7 9 (0.10%) 21 CFR Part 11
7 9 (0.10%) GxP
8 8 (0.092%) HIPAA
8 8 (0.092%) PCI DSS
9 7 (0.080%) GAMP
10 6 (0.069%) IEC 62304
10 6 (0.069%) ISO 13485
10 6 (0.069%) PSD2
10 6 (0.069%) WAI
11 3 (0.034%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
11 3 (0.034%) NIST
11 3 (0.034%) Sarbanes-Oxley
12 1 (0.011%) MiFID
System Software
1 2,058 (23.54%) Docker
2 135 (1.54%) HDFS
3 121 (1.38%) VMware Infrastructure
4 39 (0.45%) Active Directory
5 31 (0.35%) Apache ZooKeeper
6 14 (0.16%) Virtual Machines
7 13 (0.15%) Postfix
8 11 (0.13%) ISA Server
8 11 (0.13%) Varnish
8 11 (0.13%) vSphere
9 10 (0.11%) VMware ESXi
10 6 (0.069%) Ceph
11 3 (0.034%) Firmware
11 3 (0.034%) LXC
12 1 (0.011%) Hyper-V
12 1 (0.011%) NFS
Systems Management
1 1,534 (17.55%) Kubernetes
2 872 (9.98%) Terraform
3 336 (3.84%) Ansible
4 134 (1.53%) Grafana
5 133 (1.52%) Opscode Chef
6 58 (0.66%) Kibana
7 51 (0.58%) Puppet
8 48 (0.55%) Prometheus
9 46 (0.53%) Opsgenie
10 38 (0.43%) logstash
11 30 (0.34%) Graphite
11 30 (0.34%) Graylog
12 23 (0.26%) HAProxy
12 23 (0.26%) Istio
13 18 (0.21%) MIIS
13 18 (0.21%) Rancher
13 18 (0.21%) ZABBIX
14 17 (0.19%) Packer
15 16 (0.18%) Pingdom
16 14 (0.16%) Bugsnag
Vendors
1 635 (7.26%) Microsoft
2 603 (6.90%) Google
3 202 (2.31%) Oracle
4 173 (1.98%) Okta
5 166 (1.90%) VMware
6 98 (1.12%) Xamarin
7 90 (1.03%) Zend
8 62 (0.71%) Salesforce.com
9 61 (0.70%) Apple
10 60 (0.69%) Adobe
11 57 (0.65%) SAP
12 52 (0.59%) Facebook
13 48 (0.55%) New Relic
14 43 (0.49%) Netlify
15 42 (0.48%) Atlassian
16 41 (0.47%) Sitecore
17 39 (0.45%) Dell
17 39 (0.45%) Elastic Path
18 38 (0.43%) Bloomberg
18 38 (0.43%) Red Hat