Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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

Full Stack Development
UK > England
6 months to
28 Jun 2022		 Same period 2021 Same period 2020
Rank 37 31 43
Rank change year-on-year -6 +12 +13
Permanent jobs citing Full Stack Development 11,141 7,127 4,098
As % of all permanent jobs advertised in England 7.51% 7.60% 5.61%
As % of the Processes & Methodologies category 7.88% 8.09% 6.04%
Number of salaries quoted 4,624 4,704 3,512
10th Percentile £38,750 £35,000 £36,250
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £65,000 £60,000 £57,500
Median % change year-on-year +8.33% +4.35% +4.55%
75th Percentile £85,000 £78,750 £76,250
90th Percentile £100,000 £95,000 £91,250
UK median annual salary £62,500 £57,500 £57,000
% change year-on-year +8.70% +0.88% +8.57%

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 141,384 88,121 67,901
As % of all permanent IT jobs advertised in England 95.30% 94.03% 93.03%
Number of salaries quoted 74,557 61,775 55,355
10th Percentile £33,750 £32,500 £32,000
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £56,000 £55,000
Median % change year-on-year +7.14% +1.82% +4.76%
75th Percentile £80,000 £75,000 £75,000
90th Percentile £97,500 £92,500 £90,000
UK median annual salary £60,000 £55,000 £55,000
% 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 28 June 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 28 June 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
Jobs
London -9 7,013 £77,500 +3.33% 460
South East -9 1,515 £60,000 +14.29% 141
North of England +3 1,091 £52,640 +16.98% 164
North West -7 639 £55,000 +22.22% 91
Midlands +4 541 £52,500 +16.67% 114
South West -9 498 £52,500 +16.67% 77
Yorkshire +23 387 £52,500 +16.67% 49
East of England -3 375 £55,000 +4.76% 62
West Midlands +8 370 £52,500 +5.00% 57
East Midlands -5 169 £52,500 +31.25% 56
North East -17 65 £50,000 +42.86% 24
South Coast - 1 - -
Full Stack Development
UK

For the 6 months to 28 June 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 6,446 (57.86%) JavaScript
2 5,967 (53.56%) React
3 5,950 (53.41%) Agile
4 4,091 (36.72%) Software Engineering
5 4,065 (36.49%) AWS
6 3,805 (34.15%) Node.js
7 3,483 (31.26%) TypeScript
8 3,253 (29.20%) CI/CD
9 3,041 (27.30%) DevOps
10 3,028 (27.18%) CSS
11 2,963 (26.60%) Azure
12 2,958 (26.55%) Python
13 2,919 (26.20%) HTML
14 2,887 (25.91%) AngularJS
15 2,884 (25.89%) C#
16 2,883 (25.88%) .NET
17 2,863 (25.70%) Java
18 2,683 (24.08%) Docker
19 2,649 (23.78%) Finance
20 2,630 (23.61%) SQL
21 2,500 (22.44%) Git (software)
22 2,382 (21.38%) TDD
23 2,207 (19.81%) Microservices
24 2,086 (18.72%) Kubernetes
25 1,982 (17.79%) Social Skills
26 1,886 (16.93%) User Experience
27 1,769 (15.88%) Scrum
28 1,692 (15.19%) Test Automation
29 1,601 (14.37%) Mentoring
30 1,577 (14.15%) GCP

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
1 281 (2.52%) Apache
2 267 (2.40%) CMS
3 224 (2.01%) Confluence
4 216 (1.94%) WordPress
5 89 (0.80%) nginx
6 85 (0.76%) Apache Spark
7 68 (0.61%) IIS
8 54 (0.48%) SharePoint
9 51 (0.46%) Tomcat
10 50 (0.45%) Tornado
11 48 (0.43%) Headless CMS
12 43 (0.39%) Drupal
13 41 (0.37%) OpenStack
14 38 (0.34%) Umbraco
15 37 (0.33%) Cloud Foundry
16 35 (0.31%) Ethereum
17 30 (0.27%) Apache Solr
18 26 (0.23%) Jupyter
19 25 (0.22%) Apache Airflow
20 21 (0.19%) WebSphere
Applications
1 78 (0.70%) Sketch
2 41 (0.37%) Microsoft PowerPoint
3 40 (0.36%) Adobe XD
4 37 (0.33%) Marvel
5 32 (0.29%) Spreadsheet
6 31 (0.28%) Campfire
7 29 (0.26%) InVision
8 25 (0.22%) Photoshop
9 23 (0.21%) Microsoft Excel
10 20 (0.18%) Adobe Creative Suite
11 16 (0.14%) Chatbot
12 15 (0.13%) Microsoft Office
13 14 (0.13%) Microsoft Project
14 13 (0.12%) Maya
15 12 (0.11%) Adobe Illustrator
16 9 (0.081%) AutoCAD
17 6 (0.054%) Adobe After Effects
18 5 (0.045%) FileZilla
19 3 (0.027%) GNU Octave
19 3 (0.027%) InDesign
Business Applications
1 81 (0.73%) Magento
2 74 (0.66%) Shopify
3 34 (0.31%) Payment Gateway
4 25 (0.22%) Dynamics CRM
5 20 (0.18%) Academy Housing
5 20 (0.18%) Distributed Ledger
6 10 (0.090%) Markit EDM
6 10 (0.090%) SimCorp Dimension
7 8 (0.072%) SAP S/4HANA
8 7 (0.063%) Adobe Campaign
9 3 (0.027%) OpenCart
9 3 (0.027%) Salesforce.com CRM
9 3 (0.027%) Summit
10 2 (0.018%) Acoustic Campaign
10 2 (0.018%) NetSuite
10 2 (0.018%) StreamServe
11 1 (0.009%) ION MarketView
11 1 (0.009%) Odoo
11 1 (0.009%) Sparx Enterprise Architect
11 1 (0.009%) SystmOne
Cloud Services
1 4,065 (36.49%) AWS
2 2,963 (26.60%) Azure
3 1,577 (14.15%) GCP
4 1,395 (12.52%) Serverless
5 995 (8.93%) SaaS
6 994 (8.92%) GitHub
7 762 (6.84%) AWS Lambda
8 558 (5.01%) Azure DevOps
9 477 (4.28%) Amazon S3
10 302 (2.71%) Amazon SQS
11 254 (2.28%) Amazon Kinesis
12 242 (2.17%) Amazon EC2
13 234 (2.10%) GitHub Actions
14 221 (1.98%) AWS CloudFormation
15 220 (1.97%) Cloud Computing
16 217 (1.95%) Amazon ECS
17 208 (1.87%) PaaS
18 177 (1.59%) Heroku
19 169 (1.52%) npm
20 155 (1.39%) Slack
Communications & Networking
1 290 (2.60%) HTTP
2 274 (2.46%) Internet
3 107 (0.96%) Broadband
4 103 (0.92%) SSL
5 68 (0.61%) Firewall
6 55 (0.49%) VoIP
7 48 (0.43%) DNS
8 47 (0.42%) MQTT
9 30 (0.27%) DHCP
10 23 (0.21%) Skype
10 23 (0.21%) SNA
11 21 (0.19%) VPN
12 19 (0.17%) VLAN
13 18 (0.16%) IPv6
14 17 (0.15%) IPv4
15 15 (0.13%) TCP/IP
16 14 (0.13%) HTTPS
16 14 (0.13%) RIP
17 13 (0.12%) 5G
18 12 (0.11%) AMQP
Database & Business Intelligence
1 1,301 (11.68%) MySQL
2 1,292 (11.60%) PostgreSQL
3 1,197 (10.74%) NoSQL
4 1,078 (9.68%) SQL Server
5 863 (7.75%) MongoDB
6 769 (6.90%) Relational Database
7 568 (5.10%) Redis
8 534 (4.79%) Elasticsearch
9 430 (3.86%) DynamoDB
10 283 (2.54%) Big Data
11 262 (2.35%) Amazon RDS
12 163 (1.46%) Amazon Aurora
13 156 (1.40%) Data Warehouse
14 134 (1.20%) RDBMS
15 104 (0.93%) BigQuery
16 87 (0.78%) Power BI
17 79 (0.71%) Apache Cassandra
18 65 (0.58%) Azure SQL Database
19 62 (0.56%) Amazon Athena
20 53 (0.48%) Data Lake
Development Applications
1 2,500 (22.44%) Git (software)
2 1,010 (9.07%) Jenkins
3 793 (7.12%) JIRA
4 467 (4.19%) webpack
5 360 (3.23%) Cypress.io
6 287 (2.58%) GitLab
7 265 (2.38%) Bitbucket
8 243 (2.18%) Selenium
9 196 (1.76%) Team Foundation Server
10 174 (1.56%) CircleCI
11 149 (1.34%) Octopus Deploy
12 140 (1.26%) Storybook
13 138 (1.24%) JUnit
14 132 (1.18%) TeamCity
15 130 (1.17%) NUnit
16 126 (1.13%) Mocha
17 120 (1.08%) Cucumber
17 120 (1.08%) Jasmine
18 117 (1.05%) Maven
19 104 (0.93%) Artifactory
General
1 2,649 (23.78%) Finance
2 1,982 (17.79%) Social Skills
3 733 (6.58%) Banking
4 665 (5.97%) Inclusion and Diversity
5 602 (5.40%) Retail
6 578 (5.19%) Analytical Skills
7 567 (5.09%) Marketing
8 523 (4.69%) Games
9 402 (3.61%) Manufacturing
10 325 (2.92%) Legal
11 308 (2.76%) Law
12 305 (2.74%) Public Sector
13 205 (1.84%) Front Office
14 158 (1.42%) Financial Institution
15 147 (1.32%) Publishing
16 140 (1.26%) Advertising
17 120 (1.08%) Telecoms
18 117 (1.05%) Pharmaceutical
19 109 (0.98%) Organisational Skills
20 107 (0.96%) Back Office
Job Titles
1 5,973 (53.61%) Developer
2 3,503 (31.44%) Full Stack Developer
3 2,134 (19.15%) Software Engineer
4 1,437 (12.90%) Senior Developer
5 739 (6.63%) .NET Developer
6 717 (6.44%) Senior Full Stack Developer
7 714 (6.41%) Senior Software Engineer
8 684 (6.14%) Software Developer
9 526 (4.72%) C# Developer
10 521 (4.68%) Java Developer
11 472 (4.24%) JavaScript Developer
12 450 (4.04%) React Developer
13 320 (2.87%) PHP Developer
14 303 (2.72%) C# .NET Developer
15 288 (2.59%) Technical Leader
16 279 (2.50%) Senior Software Developer
17 275 (2.47%) Lead Developer
18 225 (2.02%) Front End Developer (Client-Side Developer)
19 214 (1.92%) Angular Developer
20 205 (1.84%) Python Developer
Libraries, Frameworks & Software Standards
1 5,967 (53.56%) React
2 3,805 (34.15%) Node.js
3 3,028 (27.18%) CSS
4 2,919 (26.20%) HTML
5 2,887 (25.91%) AngularJS
6 2,883 (25.88%) .NET
7 1,412 (12.67%) Vue.js
8 1,292 (11.60%) REST
9 1,192 (10.70%) .NET Core
10 1,140 (10.23%) RESTful
11 1,113 (9.99%) GraphQL
12 949 (8.52%) ASP.NET
13 904 (8.11%) HTML5
14 807 (7.24%) React Native
15 784 (7.04%) Redux
16 772 (6.93%) Spring
17 762 (6.84%) .NET Framework
18 745 (6.69%) Kafka
19 691 (6.20%) Sass
20 668 (6.00%) CSS3
Miscellaneous
1 1,886 (16.93%) User Experience
2 714 (6.41%) Cloud Native
3 651 (5.84%) Mobile App
4 636 (5.71%) Greenfield Project
5 559 (5.02%) Algorithms
6 438 (3.93%) Data Structures
7 430 (3.86%) Self-Motivation
8 286 (2.57%) Enterprise Software
9 259 (2.32%) Life Science
10 258 (2.32%) Public Cloud
11 240 (2.15%) Blog
12 226 (2.03%) Virtual Team
13 207 (1.86%) NHS
14 201 (1.80%) Hedge funds
15 155 (1.39%) Equities
16 134 (1.20%) Blockchain
17 133 (1.19%) IoT
18 131 (1.18%) Video\Live Streaming
19 130 (1.17%) Derivative
19 130 (1.17%) Management Information System
Operating Systems
1 863 (7.75%) Linux
2 524 (4.70%) Android
3 510 (4.58%) Apple iOS
4 276 (2.48%) Windows
5 171 (1.53%) Unix
6 118 (1.06%) Ubuntu
7 43 (0.39%) Mesosphere
8 21 (0.19%) CentOS
8 21 (0.19%) Windows Server
9 10 (0.090%) Mac OS
10 7 (0.063%) Alpine Linux
11 6 (0.054%) Red Hat Enterprise Linux
12 4 (0.036%) VxWorks
13 3 (0.027%) Debian
13 3 (0.027%) Windows 10
14 2 (0.018%) Amazon Linux
14 2 (0.018%) Mac OS X
14 2 (0.018%) Windows Vista
15 1 (0.009%) VMS
Processes & Methodologies
1 5,950 (53.41%) Agile
2 4,091 (36.72%) Software Engineering
3 3,253 (29.20%) CI/CD
4 3,041 (27.30%) DevOps
5 2,382 (21.38%) TDD
6 2,207 (19.81%) Microservices
7 1,769 (15.88%) Scrum
8 1,692 (15.19%) Test Automation
9 1,601 (14.37%) Mentoring
10 1,487 (13.35%) Computer Science
11 1,432 (12.85%) Problem-Solving
12 1,270 (11.40%) Web Development
13 1,267 (11.37%) Continuous Integration
14 1,021 (9.16%) MVC
15 994 (8.92%) Front End Development
16 946 (8.49%) OO
17 945 (8.48%) Analytics
18 918 (8.24%) Fintech
19 914 (8.20%) BDD
20 902 (8.10%) Artificial Intelligence
Programming Languages
1 6,446 (57.86%) JavaScript
2 3,483 (31.26%) TypeScript
3 2,958 (26.55%) Python
4 2,884 (25.89%) C#
5 2,863 (25.70%) Java
6 2,630 (23.61%) SQL
7 1,298 (11.65%) PHP
8 816 (7.32%) Ruby
9 738 (6.62%) Go
10 552 (4.95%) C++
11 455 (4.08%) ES6
12 324 (2.91%) Kotlin
13 308 (2.76%) C
14 215 (1.93%) Scala
15 195 (1.75%) T-SQL
16 161 (1.45%) Objective-C
17 150 (1.35%) PowerShell
18 143 (1.28%) Rust
19 113 (1.01%) Bash
20 111 (1.00%) Shell Script
Qualifications
1 1,546 (13.88%) Degree
2 837 (7.51%) Computer Science Degree
3 245 (2.20%) Security Cleared
4 86 (0.77%) SC Cleared
5 80 (0.72%) PhD
6 77 (0.69%) Master's Degree
7 59 (0.53%) OCP
7 59 (0.53%) Oracle Certification
8 45 (0.40%) Microsoft Certification
9 35 (0.31%) PMI Certification
10 31 (0.28%) TOGAF Certification
11 24 (0.22%) Numerate Degree
12 18 (0.16%) AWS Certification
13 16 (0.14%) DBS Check
14 15 (0.13%) MCP
15 12 (0.11%) MBA
16 11 (0.099%) APMP
16 11 (0.099%) BPSS Clearance
16 11 (0.099%) DV Cleared
17 8 (0.072%) Cisco Certification
Quality Assurance & Compliance
1 723 (6.49%) QA
2 411 (3.69%) Accessibility
3 103 (0.92%) GDPR
4 81 (0.73%) Data Quality
5 61 (0.55%) ISO/IEC 27001
6 40 (0.36%) SLA
7 36 (0.32%) IEC 62304
8 35 (0.31%) ISO 13485
9 34 (0.31%) WCAG
10 29 (0.26%) WAI
11 22 (0.20%) FATCA
12 18 (0.16%) PSD2
13 14 (0.13%) HIPAA
14 12 (0.11%) Cyber Essentials
14 12 (0.11%) Cyber Essentials PLUS
14 12 (0.11%) ISO 9001
14 12 (0.11%) SEPA
15 10 (0.090%) NIST
16 6 (0.054%) Actionable Recommendations
17 5 (0.045%) PCI DSS
System Software
1 2,683 (24.08%) Docker
2 30 (0.27%) Active Directory
3 13 (0.12%) VMware Infrastructure
4 12 (0.11%) Virtual Machines
5 8 (0.072%) Microsoft Virtual Server
5 8 (0.072%) Virtual Servers
6 5 (0.045%) KVM
6 5 (0.045%) vSphere
7 4 (0.036%) Varnish
7 4 (0.036%) VirtualBox
8 3 (0.027%) ISA Server
9 2 (0.018%) Hyper-V
9 2 (0.018%) LXC
9 2 (0.018%) VMware ESXi
10 1 (0.009%) Apache Flume
10 1 (0.009%) Firmware
10 1 (0.009%) HDFS
10 1 (0.009%) Postfix
10 1 (0.009%) Virtual Desktop
Systems Management
1 2,086 (18.72%) Kubernetes
2 960 (8.62%) Terraform
3 204 (1.83%) Ansible
4 155 (1.39%) Grafana
5 151 (1.36%) Prometheus
6 133 (1.19%) Kibana
7 116 (1.04%) Puppet
8 105 (0.94%) Opscode Chef
9 74 (0.66%) logstash
10 70 (0.63%) Istio
11 45 (0.40%) Argo
11 45 (0.40%) Consul
12 43 (0.39%) Automic
13 40 (0.36%) Opsgenie
14 31 (0.28%) MIIS
15 30 (0.27%) Docker Swarm
16 28 (0.25%) HAProxy
16 28 (0.25%) Pingdom
16 28 (0.25%) ZABBIX
17 27 (0.24%) Rancher
Vendors
1 950 (8.53%) Google
2 737 (6.62%) Microsoft
3 190 (1.71%) Oracle
4 134 (1.20%) Adobe
5 107 (0.96%) Salesforce.com
5 107 (0.96%) Spotify
5 107 (0.96%) Zend
6 87 (0.78%) IBM
7 85 (0.76%) Cadence
8 80 (0.72%) Revolut
9 74 (0.66%) Splunk
10 72 (0.65%) MuleSoft
10 72 (0.65%) SAP
11 70 (0.63%) Palantir
12 66 (0.59%) Apple
13 61 (0.55%) New Relic
14 60 (0.54%) Monzo
15 57 (0.51%) Databricks
15 57 (0.51%) TrueLayer
16 53 (0.48%) Netlify