Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North of 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 14 August 2022 with a comparison to the same period in the previous 2 years.

Full Stack Development
England > North of England
6 months to
14 Aug 2022
Same period 2021 Same period 2020
Rank 47 56 54
Rank change year-on-year +9 -2 +31
Permanent jobs citing Full Stack Development 1,005 687 446
As % of all permanent jobs advertised in the North of England 5.47% 4.69% 5.02%
As % of the Processes & Methodologies category 5.74% 5.01% 5.40%
Number of salaries quoted 631 549 396
10th Percentile £38,750 £32,500 £33,750
25th Percentile £45,000 £35,000 £40,000
Median annual salary (50th Percentile) £55,000 £45,000 £50,000
Median % change year-on-year +22.22% -10.00% +17.65%
75th Percentile £65,000 £57,500 £60,000
90th Percentile £81,250 £66,250 £70,000
England median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 the North of England with a requirement for process or methodology skills.

All Process and Methodology Skills
North of England
Permanent vacancies with a requirement for process or methodology skills 17,514 13,711 8,253
As % of all permanent IT jobs advertised in the North of England 95.33% 93.62% 92.90%
Number of salaries quoted 10,892 10,455 6,967
10th Percentile £30,330 £30,000 £30,000
25th Percentile £40,000 £37,500 £37,460
Median annual salary (50th Percentile) £52,500 £47,500 £47,500
Median % change year-on-year +10.53% - +5.56%
75th Percentile £68,750 £62,500 £60,000
90th Percentile £82,500 £73,750 £68,750
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Full Stack Development
Job Vacancy Trend in the North of England

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

Job vacancy trend for Full Stack Development in the North of England

Full Stack Development
Salary Trend in the North of England

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

Salary trend for Full Stack Development in the North of England

Full Stack Development
Salary Histogram in the North of England

Salary distribution for jobs citing Full Stack Development in the North of England over the 6 months to 14 August 2022.

Salary histogram for Full Stack Development in the North of England

Full Stack Development
Job Locations in the North of 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 North of England region over the 6 months to 14 August 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
North West +2 592 £55,000 +15.79% 94
Yorkshire +29 357 £52,500 +16.67% 38
North East -22 56 £52,500 +50.00% 30
Full Stack Development
England

For the 6 months to 14 August 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 North of England region with a requirement for Full Stack Development.

1 681 (67.76%) Agile
2 643 (63.98%) JavaScript
3 499 (49.65%) React
4 468 (46.57%) Software Engineering
5 393 (39.10%) Node.js
6 368 (36.62%) Azure
7 336 (33.43%) Java
8 319 (31.74%) CI/CD
9 310 (30.85%) AngularJS
10 304 (30.25%) DevOps
11 276 (27.46%) Docker
12 271 (26.97%) AWS
13 264 (26.27%) .NET
14 231 (22.99%) TypeScript
15 222 (22.09%) Git (software)
16 221 (21.99%) CSS
17 215 (21.39%) C#
18 213 (21.19%) SQL
19 212 (21.09%) Kubernetes
20 209 (20.80%) Microservices
21 207 (20.60%) HTML
21 207 (20.60%) Python
22 205 (20.40%) PHP
23 201 (20.00%) Scrum
24 179 (17.81%) TDD
25 176 (17.51%) Test Automation
26 162 (16.12%) Mentoring
27 156 (15.52%) MySQL
28 152 (15.12%) Web Development
29 151 (15.02%) Vue.js

Full Stack Development
Co-occurring IT Skills in the North of 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 59 (5.87%) Confluence
2 47 (4.68%) WordPress
3 27 (2.69%) Apache
4 11 (1.09%) Tomcat
5 10 (1.00%) CMS
5 10 (1.00%) SharePoint
6 9 (0.90%) IBM HTTP Server
7 5 (0.50%) nginx
7 5 (0.50%) OpenEdge
8 4 (0.40%) Apache Spark
9 3 (0.30%) Apache Pulsar
9 3 (0.30%) CICS
9 3 (0.30%) Cloud Foundry
9 3 (0.30%) Drupal
9 3 (0.30%) Headless CMS
10 2 (0.20%) IIS
11 1 (0.100%) Mule
11 1 (0.100%) SAS
11 1 (0.100%) Sitecore CMS
Applications
1 6 (0.60%) Adobe Creative Suite
1 6 (0.60%) Chatbot
2 2 (0.20%) Adobe XD
2 2 (0.20%) GIMP
2 2 (0.20%) Photoshop
2 2 (0.20%) Pixelmator
2 2 (0.20%) Sketch
3 1 (0.100%) Microsoft Office
Business Applications
1 10 (1.00%) Dynamics CRM
2 1 (0.100%) Magento
2 1 (0.100%) Payment Gateway
Cloud Services
1 368 (36.62%) Azure
2 271 (26.97%) AWS
3 115 (11.44%) Serverless
4 77 (7.66%) GCP
5 71 (7.06%) GitHub
6 67 (6.67%) SaaS
7 55 (5.47%) Azure Functions
8 52 (5.17%) Azure DevOps
9 45 (4.48%) Azure Pipelines
10 44 (4.38%) AWS Lambda
11 38 (3.78%) GitHub Actions
12 31 (3.08%) npm
13 29 (2.89%) Amazon SQS
14 23 (2.29%) Azure Cosmos DB
15 22 (2.19%) Azure Logic Apps
16 12 (1.19%) Amazon Kinesis
16 12 (1.19%) AWS Elastic Beanstalk
17 10 (1.00%) Azure Storage
18 9 (0.90%) AWS CloudFormation
19 8 (0.80%) Amazon ECS
Communications & Networking
1 58 (5.77%) HTTP
2 31 (3.08%) SSL
3 21 (2.09%) Internet
4 16 (1.59%) DNS
5 6 (0.60%) Broadband
6 4 (0.40%) DHCP
6 4 (0.40%) Firewall
7 3 (0.30%) BGP
7 3 (0.30%) IPv4
7 3 (0.30%) IPv6
7 3 (0.30%) LAN
7 3 (0.30%) VLAN
7 3 (0.30%) WAN
7 3 (0.30%) Wireless
7 3 (0.30%) WLAN
8 2 (0.20%) 5G
9 1 (0.100%) Reverse Proxy
Database & Business Intelligence
1 156 (15.52%) MySQL
2 109 (10.85%) PostgreSQL
3 90 (8.96%) NoSQL
4 74 (7.36%) MongoDB
5 40 (3.98%) Elasticsearch
6 35 (3.48%) SQL Server
7 23 (2.29%) Big Data
8 20 (1.99%) Redis
9 17 (1.69%) Relational Database
10 12 (1.19%) DynamoDB
11 9 (0.90%) Amazon Aurora
12 6 (0.60%) Metadata
12 6 (0.60%) Power BI
13 4 (0.40%) Amazon RDS
13 4 (0.40%) Azure SQL Database
13 4 (0.40%) HBase
14 3 (0.30%) Data Warehouse
14 3 (0.30%) Riak
15 2 (0.20%) CouchDB
15 2 (0.20%) RDBMS
Development Applications
1 222 (22.09%) Git (software)
2 149 (14.83%) Jenkins
3 92 (9.15%) JIRA
4 28 (2.79%) GitLab
5 25 (2.49%) Cypress.io
6 24 (2.39%) Bitbucket
6 24 (2.39%) webpack
7 19 (1.89%) SonarQube
8 13 (1.29%) Storybook
9 11 (1.09%) Subversion
10 10 (1.00%) Maven
11 9 (0.90%) gulp
12 6 (0.60%) ESLint
12 6 (0.60%) PHPUnit
13 5 (0.50%) Octopus Deploy
14 4 (0.40%) Atlassian Bamboo
14 4 (0.40%) Grunt
14 4 (0.40%) Mercurial
14 4 (0.40%) TeamCity
14 4 (0.40%) Vagrant
General
1 132 (13.13%) Social Skills
2 112 (11.14%) Finance
3 74 (7.36%) Public Sector
4 59 (5.87%) Banking
5 57 (5.67%) Inclusion and Diversity
6 52 (5.17%) Marketing
7 44 (4.38%) Analytical Skills
8 41 (4.08%) Games
9 31 (3.08%) Manufacturing
10 28 (2.79%) Retail
11 27 (2.69%) Law
12 19 (1.89%) Aerospace
13 14 (1.39%) Automotive
14 10 (1.00%) Electronics
14 10 (1.00%) Telecoms
15 8 (0.80%) Influencing Skills
16 6 (0.60%) Aviation
16 6 (0.60%) Legal
17 5 (0.50%) Advertising
18 3 (0.30%) Financial Institution
Job Titles
1 660 (65.67%) Developer
2 370 (36.82%) Full Stack Developer
3 191 (19.00%) Senior Developer
4 186 (18.51%) Software Engineer
5 91 (9.05%) Software Developer
6 84 (8.36%) Senior Full Stack Developer
7 71 (7.06%) Java Developer
8 61 (6.07%) Graduate
9 50 (4.98%) .NET Developer
10 49 (4.88%) Senior Software Developer
11 48 (4.78%) React Developer
12 41 (4.08%) PHP Developer
13 32 (3.18%) JavaScript Developer
14 30 (2.99%) Senior .NET Developer
14 30 (2.99%) Technical Leader
15 29 (2.89%) Senior Software Engineer
16 28 (2.79%) Senior Java Developer
17 27 (2.69%) Angular Developer
18 26 (2.59%) Python Developer
19 25 (2.49%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 499 (49.65%) React
2 393 (39.10%) Node.js
3 310 (30.85%) AngularJS
4 264 (26.27%) .NET
5 221 (21.99%) CSS
6 207 (20.60%) HTML
7 151 (15.02%) Vue.js
8 136 (13.53%) .NET Core
9 129 (12.84%) RESTful
10 112 (11.14%) Laravel
11 104 (10.35%) Kafka
12 98 (9.75%) React Native
13 81 (8.06%) Spring
14 79 (7.86%) REST
15 64 (6.37%) .NET Framework
16 61 (6.07%) GraphQL
17 59 (5.87%) HTML5
18 53 (5.27%) ASP.NET
19 51 (5.07%) JSON
20 48 (4.78%) CSS3
Miscellaneous
1 117 (11.64%) Greenfield Project
2 96 (9.55%) User Experience
3 74 (7.36%) Cloud Native
4 51 (5.07%) Mobile App
5 50 (4.98%) Data Protection Act
6 48 (4.78%) Enterprise Software
7 39 (3.88%) NHS
8 32 (3.18%) Mobile Payment
8 32 (3.18%) Tandem
9 29 (2.89%) Social Media
10 21 (2.09%) Public Cloud
11 20 (1.99%) Video\Live Streaming
12 18 (1.79%) Blog
13 17 (1.69%) Cyberattack
14 15 (1.49%) Cyber Defence
14 15 (1.49%) Self-Motivation
15 13 (1.29%) Low-Code
16 12 (1.19%) IoT
16 12 (1.19%) W3C
17 10 (1.00%) Life Science
Operating Systems
1 91 (9.05%) Linux
2 83 (8.26%) Android
3 76 (7.56%) Apple iOS
4 38 (3.78%) Unix
5 9 (0.90%) Windows
6 5 (0.50%) Mac OS
7 4 (0.40%) Windows Server
8 3 (0.30%) CentOS
8 3 (0.30%) VMS
9 1 (0.100%) Mesosphere
Processes & Methodologies
1 681 (67.76%) Agile
2 468 (46.57%) Software Engineering
3 319 (31.74%) CI/CD
4 304 (30.25%) DevOps
5 209 (20.80%) Microservices
6 201 (20.00%) Scrum
7 179 (17.81%) TDD
8 176 (17.51%) Test Automation
9 162 (16.12%) Mentoring
10 152 (15.12%) Web Development
11 132 (13.13%) Continuous Integration
12 113 (11.24%) MVC
13 105 (10.45%) Problem-Solving
14 87 (8.66%) Coaching
15 84 (8.36%) Kanban
16 75 (7.46%) Continuous Improvement
17 73 (7.26%) SDLC
18 67 (6.67%) Continuous Delivery
19 64 (6.37%) Pair Programming
20 63 (6.27%) Infrastructure as Code
Programming Languages
1 643 (63.98%) JavaScript
2 336 (33.43%) Java
3 231 (22.99%) TypeScript
4 215 (21.39%) C#
5 213 (21.19%) SQL
6 207 (20.60%) Python
7 205 (20.40%) PHP
8 123 (12.24%) Go
9 85 (8.46%) Ruby
10 76 (7.56%) ES6
11 51 (5.07%) C++
12 49 (4.88%) Kotlin
13 20 (1.99%) C
14 19 (1.89%) T-SQL
15 14 (1.39%) Apple Swift
16 7 (0.70%) Bash
16 7 (0.70%) Elixir
16 7 (0.70%) Scala
17 6 (0.60%) PL/SQL
17 6 (0.60%) PowerShell
Qualifications
1 83 (8.26%) Degree
2 53 (5.27%) Security Cleared
3 28 (2.79%) SC Cleared
4 14 (1.39%) Computer Science Degree
5 10 (1.00%) DBS Check
6 9 (0.90%) Microsoft Certification
7 3 (0.30%) AWS Certification
7 3 (0.30%) CCNA
7 3 (0.30%) CCNP
7 3 (0.30%) Cisco Certification
7 3 (0.30%) DV Cleared
8 1 (0.100%) HND
Quality Assurance & Compliance
1 32 (3.18%) Accessibility
2 22 (2.19%) QA
3 12 (1.19%) WAI
4 7 (0.70%) WCAG
5 3 (0.30%) NIST
6 1 (0.100%) Data Quality
System Software
1 276 (27.46%) Docker
2 5 (0.50%) Active Directory
3 1 (0.100%) VMware ESXi
3 1 (0.100%) VMware Infrastructure
3 1 (0.100%) vSphere
Systems Management
1 212 (21.09%) Kubernetes
2 33 (3.28%) Terraform
3 31 (3.08%) Istio
4 17 (1.69%) Ansible
5 9 (0.90%) Opscode Chef
6 8 (0.80%) Prometheus
7 7 (0.70%) Grafana
8 5 (0.50%) Puppet
9 1 (0.100%) Automic
9 1 (0.100%) Consul
9 1 (0.100%) Kibana
9 1 (0.100%) logstash
9 1 (0.100%) MIIS
9 1 (0.100%) Packer
9 1 (0.100%) vCenter Server
Vendors
1 70 (6.97%) Microsoft
2 51 (5.07%) Oracle
3 33 (3.28%) Google
4 19 (1.89%) QinetiQ
5 18 (1.79%) Salesforce.com
6 12 (1.19%) Zend
7 11 (1.09%) SAP
7 11 (1.09%) Sitecore
8 8 (0.80%) Adobe
9 5 (0.50%) Cadence
10 4 (0.40%) Software AG
10 4 (0.40%) Virgin Media
11 3 (0.30%) Cisco
11 3 (0.30%) Foundry
11 3 (0.30%) Meraki
11 3 (0.30%) MuleSoft
11 3 (0.30%) Palantir
11 3 (0.30%) Splunk
12 2 (0.20%) AppDynamics
12 2 (0.20%) Xamarin