Period
to 17 January 2022

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

Full Stack Development
UK > England
6 months to
17 Jan 2022
Same period 2021 Same period 2020
Rank 32 32 45
Rank change year-on-year 0 +13 +10
Permanent jobs citing Full Stack Development 8,208 3,998 6,220
As % of all permanent jobs advertised in England 7.54% 7.23% 5.33%
As % of the Processes & Methodologies category 8.02% 7.77% 5.76%
Number of salaries quoted 5,090 3,637 5,345
10th Percentile £37,500 £35,000 £32,500
25th Percentile £48,000 £42,500 £40,500
Median annual salary (50th Percentile) £65,000 £55,000 £55,000
Median % change year-on-year +18.18% - +4.76%
75th Percentile £87,500 £75,000 £72,500
90th Percentile £110,000 £92,500 £87,500
UK median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - +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 102,297 51,442 108,054
As % of all permanent IT jobs advertised in England 93.94% 93.02% 92.59%
Number of salaries quoted 69,136 42,568 87,280
10th Percentile £33,320 £32,750 £30,500
25th Percentile £43,750 £42,500 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £74,000 £72,500
90th Percentile £97,500 £90,000 £88,750
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 January 2022.

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 January 2022. 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 +8 4,955 £80,000 +10.34% 545
South East -9 1,290 £55,000 - 178
North of England -38 622 £50,000 +4.17% 212
Midlands -16 502 £50,000 +11.11% 139
South West -1 443 £50,000 +8.70% 74
North West -36 388 £52,500 +5.00% 116
West Midlands -10 337 £50,000 - 91
East of England -21 274 £60,000 +33.33% 83
Yorkshire -16 187 £45,000 +12.50% 70
East Midlands -23 164 £50,000 +25.00% 48
North East -28 47 £35,000 -30.00% 26
South Coast - 3 - -
Full Stack Development
UK

For the 6 months to 17 January 2022, 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 5,006 (60.99%) JavaScript
2 4,467 (54.42%) React
3 3,934 (47.93%) Agile Software Development
4 2,921 (35.59%) Software Engineering
5 2,867 (34.93%) AWS
6 2,597 (31.64%) TypeScript
7 2,575 (31.37%) Node.js
8 2,557 (31.15%) C#
9 2,414 (29.41%) .NET
10 2,402 (29.26%) Azure
11 2,243 (27.33%) HTML
12 2,233 (27.21%) CSS
13 2,204 (26.85%) SQL
14 2,172 (26.46%) AngularJS
15 2,071 (25.23%) Java
16 2,007 (24.45%) Python
17 1,944 (23.68%) Finance
18 1,924 (23.44%) Docker
19 1,910 (23.27%) DevOps
20 1,692 (20.61%) Microservices
21 1,657 (20.19%) TDD
22 1,654 (20.15%) Git (software)
23 1,483 (18.07%) Kubernetes
24 1,246 (15.18%) Social Skills
25 1,184 (14.42%) User Experience
26 1,155 (14.07%) Degree
27 1,140 (13.89%) SQL Server
28 1,118 (13.62%) GCP
29 1,090 (13.28%) .NET Core
30 1,073 (13.07%) Scrum

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
1 348 (4.24%) Elasticsearch
2 282 (3.44%) CMS
3 247 (3.01%) Apache
4 213 (2.60%) WordPress
5 163 (1.99%) Confluence
6 115 (1.40%) Apache Spark
7 57 (0.69%) SharePoint
8 54 (0.66%) Tomcat
9 48 (0.58%) Drupal
10 45 (0.55%) GemFire
11 40 (0.49%) nginx
12 37 (0.45%) Umbraco
13 30 (0.37%) Sitecore CMS
14 28 (0.34%) Ethereum
15 27 (0.33%) EPiServer
16 24 (0.29%) IIS
17 22 (0.27%) Camunda
17 22 (0.27%) OpenStack
18 21 (0.26%) Cloud Foundry
19 18 (0.22%) Tornado
Applications
1 32 (0.39%) Microsoft PowerPoint
2 30 (0.37%) Microsoft Office
2 30 (0.37%) Sketch
3 24 (0.29%) Adobe XD
4 23 (0.28%) InVision
5 22 (0.27%) Adobe Illustrator
6 20 (0.24%) Microsoft Excel
6 20 (0.24%) Photoshop
7 15 (0.18%) Campfire
8 14 (0.17%) Microsoft Project
9 13 (0.16%) Spreadsheet
10 12 (0.15%) Adobe Creative Suite
11 9 (0.11%) MS Visio
12 5 (0.061%) Adobe After Effects
13 4 (0.049%) InfoPath
13 4 (0.049%) Marvel
14 3 (0.037%) Chatbot
15 2 (0.024%) Zeplin
16 1 (0.012%) Fireworks
16 1 (0.012%) InDesign
Business Applications
1 72 (0.88%) Magento
2 63 (0.77%) Shopify
3 46 (0.56%) Payment Gateway
4 18 (0.22%) Summit
5 9 (0.11%) Distributed Ledger
6 8 (0.097%) nopCommerce
7 7 (0.085%) Salesforce.com CRM
8 6 (0.073%) Dynamics CRM
8 6 (0.073%) Sentinel
9 5 (0.061%) Refinitiv Enterprise Platform
9 5 (0.061%) RMDS
9 5 (0.061%) Sage 200
9 5 (0.061%) WebTrends
10 4 (0.049%) StreamServe
11 3 (0.037%) NetSuite
12 2 (0.024%) Sparx Enterprise Architect
13 1 (0.012%) Loan IQ
13 1 (0.012%) OpenCart
13 1 (0.012%) Orchard Housing
13 1 (0.012%) SystmOne
Cloud Services
1 2,867 (34.93%) AWS
2 2,402 (29.26%) Azure
3 1,118 (13.62%) GCP
4 1,029 (12.54%) Serverless
5 713 (8.69%) SaaS
6 671 (8.17%) GitHub
7 552 (6.73%) AWS Lambda
8 341 (4.15%) Amazon S3
9 252 (3.07%) Amazon SQS
10 196 (2.39%) Amazon EC2
11 182 (2.22%) Cloud Computing
12 128 (1.56%) PaaS
13 127 (1.55%) Amazon Kinesis
14 123 (1.50%) Heroku
15 122 (1.49%) OpenShift
16 116 (1.41%) npm
17 103 (1.25%) AWS Step Functions
18 102 (1.24%) AWS CloudFormation
19 97 (1.18%) GitHub Actions
20 86 (1.05%) Azure Functions
Communications & Networking
1 158 (1.92%) Internet
2 104 (1.27%) HTTP
3 49 (0.60%) Firewall
4 48 (0.58%) Broadband
5 36 (0.44%) DNS
6 34 (0.41%) MQTT
7 32 (0.39%) TCP/IP
8 24 (0.29%) VoIP
9 22 (0.27%) IPv6
10 20 (0.24%) DHCP
10 20 (0.24%) IPv4
11 19 (0.23%) SSL
12 16 (0.19%) VPN
13 12 (0.15%) HTTPS
14 10 (0.12%) VLAN
15 9 (0.11%) 5G
15 9 (0.11%) Modbus
15 9 (0.11%) SSH
16 8 (0.097%) SMTP
16 8 (0.097%) SNA
Database & Business Intelligence
1 1,140 (13.89%) SQL Server
2 946 (11.53%) MySQL
3 798 (9.72%) PostgreSQL
4 781 (9.52%) NoSQL
5 603 (7.35%) MongoDB
6 505 (6.15%) Relational Database
7 421 (5.13%) Amazon DynamoDB
8 361 (4.40%) Redis
9 210 (2.56%) Amazon RDS
10 162 (1.97%) Big Data
11 126 (1.54%) RDBMS
12 123 (1.50%) Blockchain
13 110 (1.34%) Amazon Aurora
14 89 (1.08%) Apache Cassandra
15 73 (0.89%) Apache Ignite
16 67 (0.82%) Power BI
17 66 (0.80%) SQL Server Reporting Services
18 55 (0.67%) SQL Server Integration Services
19 53 (0.65%) Azure SQL Database
19 53 (0.65%) HBase
Development Applications
1 1,654 (20.15%) Git (software)
2 685 (8.35%) Jenkins
3 384 (4.68%) JIRA
4 337 (4.11%) Cypress.io
5 260 (3.17%) webpack
6 199 (2.42%) Selenium
7 194 (2.36%) Octopus Deploy
8 193 (2.35%) Team Foundation Server
9 170 (2.07%) GitLab
10 168 (2.05%) Bitbucket
11 159 (1.94%) NUnit
12 148 (1.80%) JUnit
13 145 (1.77%) Visual Studio
14 138 (1.68%) Postman
15 133 (1.62%) Cucumber
16 121 (1.47%) Moq
17 117 (1.43%) CircleCI
18 110 (1.34%) Maven
19 108 (1.32%) TeamCity
20 106 (1.29%) Storybook
General
1 1,944 (23.68%) Finance
2 1,246 (15.18%) Social Skills
3 497 (6.06%) Front Office
4 428 (5.21%) Banking
5 391 (4.76%) Marketing
6 357 (4.35%) Analytical Skills
7 286 (3.48%) Retail
8 244 (2.97%) Games
9 238 (2.90%) Inclusion and Diversity
10 224 (2.73%) Law
11 200 (2.44%) Manufacturing
12 166 (2.02%) Public Sector
13 118 (1.44%) Publishing
14 103 (1.25%) Telecoms
15 100 (1.22%) Legal
16 95 (1.16%) Investment Banking
16 95 (1.16%) Pharmaceutical
17 79 (0.96%) Financial Institution
18 76 (0.93%) Automotive
19 75 (0.91%) Advertising
Job Titles
1 5,297 (64.53%) Developer
2 2,692 (32.80%) Full Stack Developer
3 1,654 (20.15%) Software Engineer
4 1,048 (12.77%) Senior Developer
5 836 (10.19%) .NET Developer
6 734 (8.94%) React Developer
7 644 (7.85%) Software Developer
8 602 (7.33%) Java Developer
9 580 (7.07%) Senior Software Engineer
10 551 (6.71%) C# Developer
11 500 (6.09%) JavaScript Developer
12 485 (5.91%) Senior Full Stack Developer
13 464 (5.65%) Developer/Software Engineer
14 428 (5.21%) Python Developer
15 405 (4.93%) PHP Developer
16 355 (4.33%) Python Engineer
17 299 (3.64%) Lead Developer
18 290 (3.53%) C# .NET Developer
19 242 (2.95%) Angular Developer
20 239 (2.91%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 4,467 (54.42%) React
2 2,575 (31.37%) Node.js
3 2,414 (29.41%) .NET
4 2,243 (27.33%) HTML
5 2,233 (27.21%) CSS
6 2,172 (26.46%) AngularJS
7 1,090 (13.28%) .NET Core
8 1,039 (12.66%) Vue.js
9 870 (10.60%) REST
10 857 (10.44%) ASP.NET
11 834 (10.16%) RESTful
12 675 (8.22%) .NET Framework
13 642 (7.82%) Web Services
14 636 (7.75%) Spring
15 630 (7.68%) GraphQL
16 619 (7.54%) jQuery
17 616 (7.50%) HTML5
18 513 (6.25%) Kafka
19 497 (6.06%) Redux
20 462 (5.63%) Laravel
Miscellaneous
1 1,184 (14.42%) User Experience
2 489 (5.96%) Greenfield Project
3 412 (5.02%) Mobile App
4 371 (4.52%) Equities
5 354 (4.31%) Algorithms
6 343 (4.18%) Self-Motivation
7 310 (3.78%) Hedge funds
8 294 (3.58%) Enterprise Software
9 286 (3.48%) Data Structures
9 286 (3.48%) Derivative
10 279 (3.40%) Cloud Native
11 258 (3.14%) Foreign Exchange (FX)
12 239 (2.91%) Fixed Income
13 157 (1.91%) Blog
14 116 (1.41%) Virtual Team
15 114 (1.39%) Legacy Code
16 101 (1.23%) Renewable Energy
17 89 (1.08%) Social Media
18 82 (1.00%) Linux Command Line
19 77 (0.94%) NHS
Operating Systems
1 623 (7.59%) Linux
2 263 (3.20%) Apple iOS
3 234 (2.85%) Android
4 224 (2.73%) Windows
5 177 (2.16%) Unix
6 57 (0.69%) Ubuntu
7 25 (0.30%) Windows Server
8 12 (0.15%) Red Hat Enterprise Linux
9 7 (0.085%) Mac OS
9 7 (0.085%) Mesosphere
10 6 (0.073%) VMS
10 6 (0.073%) Windows Server 2019
11 5 (0.061%) Windows 10
11 5 (0.061%) Windows Server 2012
12 3 (0.037%) Mac OS X
13 2 (0.024%) Debian
14 1 (0.012%) Amazon Linux
14 1 (0.012%) CentOS
14 1 (0.012%) Windows Vista
Processes & Methodologies
1 3,934 (47.93%) Agile Software Development
2 2,921 (35.59%) Software Engineering
3 1,910 (23.27%) DevOps
4 1,692 (20.61%) Microservices
5 1,657 (20.19%) TDD
6 1,073 (13.07%) Scrum
7 1,066 (12.99%) Computer Science
8 958 (11.67%) Mentoring
9 949 (11.56%) MVC
10 946 (11.53%) Problem-Solving
11 871 (10.61%) Web Development
12 854 (10.40%) Analytics
13 846 (10.31%) Continuous Integration
13 846 (10.31%) Test Automation
14 797 (9.71%) OO
15 760 (9.26%) Front End Development
16 739 (9.00%) Unit Testing
17 694 (8.46%) Fintech
18 663 (8.08%) SDLC
19 621 (7.57%) Asset Management
Programming Languages
1 5,006 (60.99%) JavaScript
2 2,597 (31.64%) TypeScript
3 2,557 (31.15%) C#
4 2,204 (26.85%) SQL
5 2,071 (25.23%) Java
6 2,007 (24.45%) Python
7 922 (11.23%) PHP
8 409 (4.98%) Go
9 380 (4.63%) ES6
10 310 (3.78%) C++
11 303 (3.69%) Kotlin
12 301 (3.67%) Ruby
13 235 (2.86%) Scala
14 231 (2.81%) T-SQL
15 227 (2.77%) C
16 139 (1.69%) Java 8
17 131 (1.60%) PowerShell
18 123 (1.50%) PHP 7
19 113 (1.38%) Clojure
20 105 (1.28%) Groovy
Qualifications
1 1,155 (14.07%) Degree
2 582 (7.09%) Computer Science Degree
3 94 (1.15%) Security Cleared
4 74 (0.90%) SC Cleared
5 69 (0.84%) HND
6 46 (0.56%) Oracle Certification
7 42 (0.51%) OCP
8 40 (0.49%) Numerate Degree
9 31 (0.38%) PMI Certification
10 29 (0.35%) Master's Degree
10 29 (0.35%) Microsoft Certification
11 27 (0.33%) PhD
12 24 (0.29%) AWS Certification
13 14 (0.17%) APMP
14 9 (0.11%) DBS Check
15 8 (0.097%) MBA
15 8 (0.097%) Sun Certification
16 6 (0.073%) BPSS Clearance
16 6 (0.073%) Cisco Certification
17 4 (0.049%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 608 (7.41%) QA
2 206 (2.51%) Accessibility
3 46 (0.56%) GDPR
4 32 (0.39%) Data Quality
5 22 (0.27%) WCAG
6 20 (0.24%) HIPAA
7 19 (0.23%) SLA
8 17 (0.21%) ISO/IEC 27001
9 14 (0.17%) IEC 62304
10 13 (0.16%) ISO 13485
11 12 (0.15%) GAMP
12 9 (0.11%) 21 CFR Part 11
12 9 (0.11%) GxP
12 9 (0.11%) NIST
12 9 (0.11%) PCI DSS
12 9 (0.11%) PSD2
13 8 (0.097%) EMIR
13 8 (0.097%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
13 8 (0.097%) MiFID
13 8 (0.097%) Sarbanes-Oxley
System Software
1 1,924 (23.44%) Docker
2 58 (0.71%) VMware Infrastructure
3 39 (0.48%) HDFS
4 24 (0.29%) Active Directory
5 14 (0.17%) Apache ZooKeeper
6 12 (0.15%) Virtual Machines
7 9 (0.11%) Postfix
8 8 (0.097%) Varnish
9 6 (0.073%) vSphere
10 3 (0.037%) VMware ESXi
11 2 (0.024%) Firmware
12 1 (0.012%) Hyper-V
12 1 (0.012%) VirtualBox
Systems Management
1 1,483 (18.07%) Kubernetes
2 788 (9.60%) Terraform
3 203 (2.47%) Ansible
4 152 (1.85%) Grafana
5 79 (0.96%) Kibana
6 72 (0.88%) Opscode Chef
7 63 (0.77%) Prometheus
8 62 (0.76%) Puppet
9 53 (0.65%) logstash
10 30 (0.37%) Opsgenie
11 21 (0.26%) HAProxy
12 20 (0.24%) MIIS
12 20 (0.24%) Pingdom
12 20 (0.24%) Rancher
12 20 (0.24%) ZABBIX
13 18 (0.22%) Istio
14 17 (0.21%) Packer
14 17 (0.21%) Single Sign-On
15 10 (0.12%) Graphite
15 10 (0.12%) Graylog
Vendors
1 597 (7.27%) Microsoft
2 514 (6.26%) Google
3 202 (2.46%) Oracle
4 121 (1.47%) Xamarin
5 72 (0.88%) Adobe
6 68 (0.83%) VMware
7 62 (0.76%) Salesforce.com
8 57 (0.69%) Zend
9 52 (0.63%) Atlassian
10 51 (0.62%) Okta
11 50 (0.61%) SAP
12 44 (0.54%) New Relic
13 36 (0.44%) Apple
14 33 (0.40%) Sitecore
15 32 (0.39%) Facebook
15 32 (0.39%) HubSpot
15 32 (0.39%) LexisNexis
16 31 (0.38%) WooCommerce
17 30 (0.37%) Dell
17 30 (0.37%) Telerik