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

The following table provides summary statistics for permanent job vacancies 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 25 May 2022 with a comparison to the same period in the previous 2 years.

Full Stack Development
UK
6 months to
25 May 2022		 Same period 2021 Same period 2020
Rank 36 32 42
Rank change year-on-year -4 +10 +12
Permanent jobs citing Full Stack Development 13,539 6,504 5,111
As % of all permanent jobs advertised in the UK 8.24% 7.05% 5.54%
As % of the Processes & Methodologies category 8.67% 7.55% 5.96%
Number of salaries quoted 5,212 4,980 4,317
10th Percentile £38,750 £33,750 £35,000
25th Percentile £47,500 £42,500 £42,500
Median annual salary (50th Percentile) £65,000 £55,000 £57,000
Median % change year-on-year +18.18% -3.51% +8.57%
75th Percentile £85,000 £75,000 £75,000
90th Percentile £100,000 £92,500 £90,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% +11.11%

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 requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 156,116 86,136 85,734
As % of all permanent IT jobs advertised in the UK 95.04% 93.41% 92.89%
Number of salaries quoted 81,833 64,007 68,913
10th Percentile £34,000 £32,500 £31,250
25th Percentile £44,750 £41,250 £40,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £75,000 £73,750
90th Percentile £96,250 £90,000 £90,000
UK excluding London median annual salary £52,500 £48,500 £47,500
% change year-on-year +8.25% +2.11% +5.56%

Full Stack Development
Job Vacancy Trend

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

Job vacancy trend for Full Stack Development in the UK

Full Stack Development
Salary Trend

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

Salary trend for Full Stack Development in the UK

Full Stack Development
Salary Histogram

Salary distribution for jobs citing Full Stack Development over the 6 months to 25 May 2022.

Salary histogram for Full Stack Development in the UK

Full Stack Development
Top 17 Job Locations

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 UK over the 6 months to 25 May 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
England -5 10,744 £65,000 +13.04% 1,119
Work from Home -1 7,138 £62,500 +13.64% 685
London -5 6,852 £80,000 +6.67% 488
UK excluding London -10 4,208 £55,000 +15.79% 720
South East -8 1,417 £60,000 +14.29% 148
North of England +1 964 £52,500 +16.67% 198
North West -9 586 £55,000 +22.22% 121
Midlands 0 524 £52,500 +16.67% 132
South West -8 511 £52,500 +16.67% 67
East of England +2 367 £57,500 +15.00% 82
West Midlands +1 363 £50,000 - 74
Scotland -17 341 £55,000 +10.00% 66
Yorkshire +26 333 £52,500 +22.09% 56
East Midlands -12 160 £52,500 +31.25% 58
Wales -43 61 £52,500 +23.53% 16
Northern Ireland -8 51 £50,000 +25.00% 12
North East -17 45 £45,000 +28.57% 21

For the 6 months to 25 May 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 with a requirement for Full Stack Development.

1 7,913 (58.45%) JavaScript
2 7,498 (55.38%) React
3 6,866 (50.71%) Agile
4 5,069 (37.44%) AWS
5 4,813 (35.55%) Node.js
6 4,795 (35.42%) Software Engineering
7 4,506 (33.28%) TypeScript
8 3,735 (27.59%) CI/CD
9 3,665 (27.07%) CSS
10 3,646 (26.93%) DevOps
11 3,533 (26.09%) HTML
12 3,521 (26.01%) Python
13 3,447 (25.46%) C#
14 3,416 (25.23%) Java
15 3,414 (25.22%) Azure
16 3,338 (24.65%) AngularJS
17 3,317 (24.50%) SQL
18 3,284 (24.26%) .NET
19 3,283 (24.25%) Docker
20 3,168 (23.40%) Git (software)
21 3,045 (22.49%) Finance
22 2,824 (20.86%) Microservices
23 2,805 (20.72%) TDD
24 2,584 (19.09%) Social Skills
25 2,514 (18.57%) Kubernetes
26 2,401 (17.73%) User Experience
27 2,101 (15.52%) Scrum
28 1,997 (14.75%) Test Automation
29 1,963 (14.50%) PostgreSQL
30 1,899 (14.03%) Mentoring

Full Stack Development
Co-occurring IT Skills 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
1 583 (4.31%) Elasticsearch
2 346 (2.56%) Apache
3 308 (2.27%) Confluence
4 279 (2.06%) CMS
5 240 (1.77%) WordPress
6 126 (0.93%) nginx
7 104 (0.77%) Ethereum
8 92 (0.68%) Apache Spark
9 70 (0.52%) IIS
10 58 (0.43%) Tomcat
11 55 (0.41%) SharePoint
12 52 (0.38%) Tornado
13 39 (0.29%) Apache Airflow
13 39 (0.29%) Cloud Foundry
14 35 (0.26%) Drupal
15 31 (0.23%) Headless CMS
15 31 (0.23%) OpenStack
15 31 (0.23%) Umbraco
16 30 (0.22%) Apache Solr
17 22 (0.16%) Jupyter
Applications
1 71 (0.52%) Sketch
2 46 (0.34%) Microsoft PowerPoint
3 43 (0.32%) Adobe XD
4 36 (0.27%) Campfire
4 36 (0.27%) Marvel
5 31 (0.23%) InVision
5 31 (0.23%) Photoshop
6 28 (0.21%) Spreadsheet
7 25 (0.18%) Microsoft Excel
8 23 (0.17%) Microsoft Office
9 22 (0.16%) Adobe Creative Suite
10 18 (0.13%) Adobe Illustrator
10 18 (0.13%) Microsoft Project
11 14 (0.10%) Chatbot
12 13 (0.096%) Maya
13 8 (0.059%) Adobe After Effects
13 8 (0.059%) AutoCAD
13 8 (0.059%) Zeplin
14 6 (0.044%) Maple
15 4 (0.030%) LaTeX
Business Applications
1 99 (0.73%) Shopify
2 98 (0.72%) Magento
3 46 (0.34%) Payment Gateway
4 42 (0.31%) Distributed Ledger
5 25 (0.18%) Dynamics CRM
6 15 (0.11%) Academy Housing
7 10 (0.074%) Markit EDM
7 10 (0.074%) SimCorp Dimension
8 9 (0.066%) SAP S/4HANA
9 8 (0.059%) Summit
10 5 (0.037%) Adobe Campaign
11 4 (0.030%) Salesforce.com CRM
11 4 (0.030%) StreamServe
12 3 (0.022%) OpenCart
13 2 (0.015%) NetSuite
14 1 (0.007%) Dynamics NAV
14 1 (0.007%) ION MarketView
14 1 (0.007%) nopCommerce
14 1 (0.007%) Odoo
14 1 (0.007%) SAP ERP
Cloud Services
1 5,069 (37.44%) AWS
2 3,414 (25.22%) Azure
3 1,893 (13.98%) GCP
4 1,676 (12.38%) Serverless
5 1,350 (9.97%) GitHub
6 1,250 (9.23%) SaaS
7 869 (6.42%) AWS Lambda
8 563 (4.16%) Amazon S3
9 393 (2.90%) Amazon SQS
10 323 (2.39%) Amazon EC2
11 309 (2.28%) Cloud Computing
12 274 (2.02%) Amazon Kinesis
12 274 (2.02%) AWS CloudFormation
13 271 (2.00%) Amazon ECS
14 269 (1.99%) GitHub Actions
14 269 (1.99%) npm
15 268 (1.98%) Slack
16 258 (1.91%) Heroku
17 235 (1.74%) PaaS
18 194 (1.43%) Firebase
Communications & Networking
1 351 (2.59%) Internet
2 223 (1.65%) HTTP
3 115 (0.85%) Broadband
4 66 (0.49%) Firewall
5 59 (0.44%) VoIP
6 50 (0.37%) MQTT
7 48 (0.35%) DNS
8 31 (0.23%) HTTPS
9 26 (0.19%) DHCP
9 26 (0.19%) Network Security
10 25 (0.18%) VPN
11 23 (0.17%) SNA
12 22 (0.16%) IPv6
13 21 (0.16%) WAN
14 20 (0.15%) IPv4
15 19 (0.14%) Skype
15 19 (0.14%) SSL
16 18 (0.13%) LAN
16 18 (0.13%) VLAN
17 17 (0.13%) TCP/IP
Database & Business Intelligence
1 1,963 (14.50%) PostgreSQL
2 1,654 (12.22%) MySQL
3 1,287 (9.51%) NoSQL
4 1,273 (9.40%) SQL Server
5 1,057 (7.81%) MongoDB
6 1,049 (7.75%) Relational Database
7 805 (5.95%) Redis
8 515 (3.80%) Amazon DynamoDB
9 318 (2.35%) Amazon RDS
10 265 (1.96%) Big Data
11 204 (1.51%) Amazon Aurora
12 199 (1.47%) RDBMS
13 174 (1.29%) Data Warehouse
14 132 (0.97%) BigQuery
15 105 (0.78%) Power BI
16 91 (0.67%) Apache Cassandra
17 72 (0.53%) Azure SQL Database
18 57 (0.42%) Amazon Athena
18 57 (0.42%) RavenDB
19 54 (0.40%) Data Lake
Development Applications
1 3,168 (23.40%) Git (software)
2 1,081 (7.98%) Jenkins
3 935 (6.91%) JIRA
4 605 (4.47%) webpack
5 508 (3.75%) Cypress.io
6 409 (3.02%) GitLab
7 345 (2.55%) Bitbucket
8 309 (2.28%) Selenium
9 271 (2.00%) CircleCI
10 241 (1.78%) Storybook
11 226 (1.67%) Team Foundation Server
12 198 (1.46%) Octopus Deploy
13 194 (1.43%) Maven
14 179 (1.32%) JUnit
15 177 (1.31%) Cucumber
16 173 (1.28%) NUnit
17 168 (1.24%) TeamCity
18 158 (1.17%) Mocha
19 157 (1.16%) Jasmine
20 142 (1.05%) Visual Studio
General
1 3,045 (22.49%) Finance
2 2,584 (19.09%) Social Skills
3 796 (5.88%) Banking
4 779 (5.75%) Analytical Skills
5 762 (5.63%) Retail
6 741 (5.47%) Marketing
7 658 (4.86%) Inclusion and Diversity
8 620 (4.58%) Games
9 441 (3.26%) Manufacturing
10 374 (2.76%) Legal
11 342 (2.53%) Public Sector
12 297 (2.19%) Law
13 254 (1.88%) Front Office
14 200 (1.48%) Advertising
15 192 (1.42%) Financial Institution
16 173 (1.28%) Publishing
17 161 (1.19%) Organisational Skills
18 157 (1.16%) Pharmaceutical
19 127 (0.94%) Telecoms
20 126 (0.93%) Back Office
Job Titles
1 7,497 (55.37%) Developer
2 4,399 (32.49%) Full Stack Developer
3 2,501 (18.47%) Software Engineer
4 1,921 (14.19%) Senior Developer
5 983 (7.26%) Senior Full Stack Developer
6 938 (6.93%) .NET Developer
7 909 (6.71%) Senior Software Engineer
8 806 (5.95%) Software Developer
9 635 (4.69%) Java Developer
10 577 (4.26%) C# Developer
11 559 (4.13%) React Developer
12 546 (4.03%) JavaScript Developer
13 367 (2.71%) Lead Developer
14 361 (2.67%) PHP Developer
15 345 (2.55%) C# .NET Developer
16 333 (2.46%) Technical Leader
17 299 (2.21%) Senior Software Developer
18 288 (2.13%) Front End Developer (Client-Side Developer)
19 277 (2.05%) Python Developer
20 248 (1.83%) Python Engineer
Libraries, Frameworks & Software Standards
1 7,498 (55.38%) React
2 4,813 (35.55%) Node.js
3 3,665 (27.07%) CSS
4 3,533 (26.09%) HTML
5 3,338 (24.65%) AngularJS
6 3,284 (24.26%) .NET
7 1,849 (13.66%) Vue.js
8 1,565 (11.56%) REST
9 1,554 (11.48%) GraphQL
10 1,456 (10.75%) .NET Core
11 1,427 (10.54%) RESTful
12 1,042 (7.70%) HTML5
13 1,039 (7.67%) ASP.NET
14 1,009 (7.45%) Redux
15 987 (7.29%) React Native
15 987 (7.29%) Spring
16 884 (6.53%) Jest
17 871 (6.43%) Sass
18 850 (6.28%) .NET Framework
19 794 (5.86%) Web Services
Miscellaneous
1 2,401 (17.73%) User Experience
2 873 (6.45%) Cloud Native
3 858 (6.34%) Mobile App
4 663 (4.90%) Greenfield Project
5 659 (4.87%) Algorithms
6 608 (4.49%) Self-Motivation
7 493 (3.64%) Virtual Team
8 461 (3.40%) Data Structures
9 384 (2.84%) Enterprise Software
10 339 (2.50%) Public Cloud
11 285 (2.11%) Blockchain
12 282 (2.08%) Blog
13 258 (1.91%) Life Science
14 245 (1.81%) NHS
15 229 (1.69%) Hedge funds
16 215 (1.59%) Equities
17 177 (1.31%) Derivative
18 161 (1.19%) IoT
19 145 (1.07%) Foreign Exchange (FX)
20 141 (1.04%) Management Information System
Operating Systems
1 1,133 (8.37%) Linux
2 577 (4.26%) Android
3 526 (3.89%) Apple iOS
4 335 (2.47%) Windows
5 162 (1.20%) Unix
6 148 (1.09%) Ubuntu
7 39 (0.29%) Mesosphere
8 37 (0.27%) Mac OS
9 19 (0.14%) Mac OS X
10 18 (0.13%) Windows Server
11 9 (0.066%) CentOS
12 7 (0.052%) Alpine Linux
12 7 (0.052%) Debian
13 3 (0.022%) VxWorks
13 3 (0.022%) Windows 10
14 2 (0.015%) Amazon Linux
14 2 (0.015%) Red Hat Enterprise Linux
14 2 (0.015%) Windows Vista
15 1 (0.007%) VMS
Processes & Methodologies
1 6,866 (50.71%) Agile
2 4,795 (35.42%) Software Engineering
3 3,735 (27.59%) CI/CD
4 3,646 (26.93%) DevOps
5 2,824 (20.86%) Microservices
6 2,805 (20.72%) TDD
7 2,101 (15.52%) Scrum
8 1,997 (14.75%) Test Automation
9 1,899 (14.03%) Mentoring
10 1,800 (13.29%) Computer Science
11 1,780 (13.15%) Problem-Solving
12 1,457 (10.76%) Web Development
13 1,440 (10.64%) Continuous Integration
14 1,198 (8.85%) OO
15 1,194 (8.82%) Front End Development
16 1,184 (8.75%) Fintech
17 1,163 (8.59%) Analytics
18 1,140 (8.42%) MVC
19 1,080 (7.98%) BDD
20 1,077 (7.95%) Artificial Intelligence
Programming Languages
1 7,913 (58.45%) JavaScript
2 4,506 (33.28%) TypeScript
3 3,521 (26.01%) Python
4 3,447 (25.46%) C#
5 3,416 (25.23%) Java
6 3,317 (24.50%) SQL
7 1,550 (11.45%) PHP
8 1,001 (7.39%) Ruby
9 806 (5.95%) Go
10 591 (4.37%) ES6
11 536 (3.96%) C++
12 451 (3.33%) Kotlin
13 341 (2.52%) C
14 266 (1.96%) Scala
15 262 (1.94%) T-SQL
16 201 (1.48%) Rust
17 157 (1.16%) PowerShell
18 146 (1.08%) Objective-C
19 127 (0.94%) Bash
20 119 (0.88%) Shell Script
Qualifications
1 1,855 (13.70%) Degree
2 1,058 (7.81%) Computer Science Degree
3 245 (1.81%) Security Cleared
4 131 (0.97%) SC Cleared
5 110 (0.81%) Master's Degree
6 89 (0.66%) PhD
7 76 (0.56%) PMI Certification
8 50 (0.37%) BPSS Clearance
9 46 (0.34%) Numerate Degree
10 43 (0.32%) AWS Certification
10 43 (0.32%) Microsoft Certification
11 40 (0.30%) Oracle Certification
12 36 (0.27%) OCP
13 28 (0.21%) DV Cleared
14 19 (0.14%) TOGAF Certification
15 15 (0.11%) APMP
15 15 (0.11%) MBA
16 14 (0.10%) DBS Check
17 13 (0.096%) MCP
18 10 (0.074%) Cisco Certification
Quality Assurance & Compliance
1 986 (7.28%) QA
2 472 (3.49%) Accessibility
3 142 (1.05%) GDPR
4 67 (0.49%) ISO/IEC 27001
5 65 (0.48%) Data Quality
6 41 (0.30%) WCAG
7 38 (0.28%) SLA
8 36 (0.27%) IEC 62304
9 34 (0.25%) HIPAA
9 34 (0.25%) ISO 13485
10 26 (0.19%) WAI
11 22 (0.16%) FATCA
12 19 (0.14%) PSD2
13 18 (0.13%) NIST
14 14 (0.10%) SEPA
15 13 (0.096%) SOC 2
16 12 (0.089%) Cyber Essentials
16 12 (0.089%) Cyber Essentials PLUS
16 12 (0.089%) ISO 9001
17 8 (0.059%) Sarbanes-Oxley
System Software
1 3,283 (24.25%) Docker
2 49 (0.36%) ISA Server
3 31 (0.23%) Virtual Machines
4 29 (0.21%) VMware Infrastructure
5 26 (0.19%) Active Directory
6 21 (0.16%) Microsoft Virtual Server
6 21 (0.16%) Virtual Servers
7 16 (0.12%) LXC
8 11 (0.081%) Hyper-V
8 11 (0.081%) Varnish
9 8 (0.059%) iptables
10 6 (0.044%) vSphere
11 4 (0.030%) KVM
11 4 (0.030%) vCloud
11 4 (0.030%) VirtualBox
12 2 (0.015%) Postfix
12 2 (0.015%) VMware ESXi
13 1 (0.007%) Apache Flume
13 1 (0.007%) Firmware
13 1 (0.007%) HDFS
Systems Management
1 2,514 (18.57%) Kubernetes
2 1,220 (9.01%) Terraform
3 235 (1.74%) Ansible
4 195 (1.44%) Grafana
5 154 (1.14%) Prometheus
6 144 (1.06%) Kibana
7 114 (0.84%) Puppet
8 102 (0.75%) Opscode Chef
9 74 (0.55%) logstash
10 72 (0.53%) Istio
11 45 (0.33%) Docker Swarm
12 41 (0.30%) Consul
13 40 (0.30%) Opsgenie
14 39 (0.29%) Automic
15 36 (0.27%) MIIS
15 36 (0.27%) ZABBIX
16 28 (0.21%) HAProxy
16 28 (0.21%) Pingdom
17 24 (0.18%) HP Fortify
18 22 (0.16%) Rancher
Vendors
1 1,164 (8.60%) Google
2 815 (6.02%) Microsoft
3 235 (1.74%) Oracle
4 153 (1.13%) Salesforce.com
5 140 (1.03%) Adobe
6 122 (0.90%) Zend
7 113 (0.83%) New Relic
8 100 (0.74%) Spotify
9 85 (0.63%) Apple
10 81 (0.60%) Cadence
11 77 (0.57%) SAP
12 72 (0.53%) IBM
13 71 (0.52%) TrueLayer
14 64 (0.47%) Splunk
15 56 (0.41%) Atlassian
15 56 (0.41%) Databricks
16 55 (0.41%) Netlify
17 53 (0.39%) Palantir
18 48 (0.35%) Facebook
19 47 (0.35%) Samsung
1,331 Full Stack Development job vacancies Nationwide