Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 West
6 months to
14 Aug 2022
Same period 2021 Same period 2020
Rank 43 45 44
Rank change year-on-year +2 -1 +22
Permanent jobs citing Full Stack Development 592 397 275
As % of all permanent jobs advertised in the North West 6.18% 5.40% 5.69%
As % of the Processes & Methodologies category 6.45% 5.79% 6.13%
Number of salaries quoted 369 341 254
10th Percentile £39,724 £32,500 £35,000
25th Percentile £45,000 £35,000 £41,250
Median annual salary (50th Percentile) £55,000 £47,500 £50,000
Median % change year-on-year +15.79% -5.00% +12.36%
75th Percentile £65,000 £60,000 £62,500
90th Percentile £81,250 £67,500 £72,500
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 West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 9,180 6,852 4,484
As % of all permanent IT jobs advertised in the North West 95.87% 93.21% 92.76%
Number of salaries quoted 5,681 5,171 3,719
10th Percentile £31,250 £30,000 £31,250
25th Percentile £40,000 £37,500 £39,121
Median annual salary (50th Percentile) £52,500 £50,000 £50,000
Median % change year-on-year +5.00% - +11.11%
75th Percentile £68,000 £62,500 £60,000
90th Percentile £82,500 £77,500 £70,000
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 West

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

Job vacancy trend for Full Stack Development in the North West

Full Stack Development
Salary Trend in the North West

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

Salary trend for Full Stack Development in the North West

Full Stack Development
Salary Histogram in the North West

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

Salary histogram for Full Stack Development in the North West

Full Stack Development
Job Locations in the North West

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 West 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
Manchester +3 429 £55,000 +10.00% 73
Cheshire -23 69 £53,750 +19.44% 9
Merseyside +8 66 £57,500 +4.55% 6
Lancashire -27 28 £50,000 +25.00% 4
Cumbria -8 1 £57,500 +17.95% 1
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 West region with a requirement for Full Stack Development.

1 370 (62.50%) Agile
2 363 (61.32%) JavaScript
3 274 (46.28%) Software Engineering
4 256 (43.24%) React
5 236 (39.86%) Node.js
6 225 (38.01%) Java
7 223 (37.67%) Azure
8 203 (34.29%) DevOps
9 193 (32.60%) CI/CD
10 173 (29.22%) AWS
10 173 (29.22%) .NET
11 167 (28.21%) Git (software)
12 163 (27.53%) SQL
13 157 (26.52%) Docker
13 157 (26.52%) AngularJS
14 153 (25.84%) C#
14 153 (25.84%) Python
15 150 (25.34%) Kubernetes
16 149 (25.17%) Microservices
17 138 (23.31%) CSS
18 127 (21.45%) TDD
18 127 (21.45%) Test Automation
19 124 (20.95%) TypeScript
20 113 (19.09%) HTML
21 94 (15.88%) .NET Core
22 91 (15.37%) Scrum
23 88 (14.86%) MySQL
23 88 (14.86%) Go
23 88 (14.86%) Social Skills
24 82 (13.85%) Kafka

Full Stack Development
Co-occurring IT Skills in the North West 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 35 (5.91%) Confluence
2 25 (4.22%) Apache
3 14 (2.36%) WordPress
4 9 (1.52%) IBM HTTP Server
5 5 (0.84%) nginx
6 4 (0.68%) Apache Spark
7 3 (0.51%) Apache Pulsar
Applications
1 2 (0.34%) Adobe XD
1 2 (0.34%) GIMP
1 2 (0.34%) Photoshop
1 2 (0.34%) Pixelmator
1 2 (0.34%) Sketch
Business Applications
1 1 (0.17%) Magento
1 1 (0.17%) Payment Gateway
Cloud Services
1 223 (37.67%) Azure
2 173 (29.22%) AWS
3 77 (13.01%) Serverless
4 68 (11.49%) GCP
5 51 (8.61%) SaaS
6 37 (6.25%) Azure DevOps
7 34 (5.74%) AWS Lambda
8 32 (5.41%) Azure Functions
9 29 (4.90%) Amazon SQS
10 28 (4.73%) npm
11 23 (3.89%) Azure Cosmos DB
12 22 (3.72%) Azure Logic Apps
12 22 (3.72%) Azure Pipelines
12 22 (3.72%) GitHub
13 10 (1.69%) Azure Storage
14 6 (1.01%) Azure Data Factory
14 6 (1.01%) Slack
15 5 (0.84%) GitHub Actions
15 5 (0.84%) Power Platform
15 5 (0.84%) Salesforce Commerce Cloud
Communications & Networking
1 47 (7.94%) HTTP
2 20 (3.38%) SSL
3 10 (1.69%) Internet
Database & Business Intelligence
1 88 (14.86%) MySQL
2 77 (13.01%) NoSQL
3 69 (11.66%) PostgreSQL
4 51 (8.61%) MongoDB
5 26 (4.39%) Elasticsearch
6 24 (4.05%) SQL Server
7 22 (3.72%) Big Data
8 10 (1.69%) Relational Database
9 5 (0.84%) Power BI
10 4 (0.68%) Azure SQL Database
10 4 (0.68%) HBase
11 3 (0.51%) Amazon Aurora
11 3 (0.51%) DynamoDB
11 3 (0.51%) Redis
11 3 (0.51%) Riak
12 2 (0.34%) LogicBlox
13 1 (0.17%) Amazon Athena
13 1 (0.17%) Amazon RDS
13 1 (0.17%) Data Warehouse
13 1 (0.17%) Star Schema
Development Applications
1 167 (28.21%) Git (software)
2 81 (13.68%) Jenkins
3 49 (8.28%) JIRA
4 25 (4.22%) Cypress.io
5 13 (2.20%) GitLab
6 10 (1.69%) Storybook
6 10 (1.69%) webpack
7 9 (1.52%) Bitbucket
7 9 (1.52%) Maven
8 8 (1.35%) Subversion
9 7 (1.18%) SonarQube
10 6 (1.01%) ESLint
11 5 (0.84%) PHPUnit
12 4 (0.68%) Mercurial
12 4 (0.68%) Octopus Deploy
12 4 (0.68%) Vagrant
13 3 (0.51%) Jasmine
13 3 (0.51%) Karma Test Runner
13 3 (0.51%) Postman
13 3 (0.51%) TeamCity
General
1 88 (14.86%) Social Skills
2 60 (10.14%) Finance
3 42 (7.09%) Banking
4 36 (6.08%) Analytical Skills
4 36 (6.08%) Inclusion and Diversity
5 33 (5.57%) Public Sector
6 32 (5.41%) Marketing
7 24 (4.05%) Law
7 24 (4.05%) Manufacturing
8 23 (3.89%) Retail
9 19 (3.21%) Aerospace
10 14 (2.36%) Games
11 12 (2.03%) Automotive
12 10 (1.69%) Electronics
12 10 (1.69%) Telecoms
13 8 (1.35%) Influencing Skills
14 4 (0.68%) Advertising
15 3 (0.51%) Aviation
15 3 (0.51%) Financial Institution
16 2 (0.34%) Legal
Job Titles
1 358 (60.47%) Developer
2 176 (29.73%) Full Stack Developer
3 139 (23.48%) Software Engineer
4 118 (19.93%) Senior Developer
5 68 (11.49%) Software Developer
6 61 (10.30%) Senior Full Stack Developer
7 42 (7.09%) .NET Developer
8 40 (6.76%) Java Developer
9 39 (6.59%) Graduate
10 38 (6.42%) Senior Software Developer
11 29 (4.90%) React Developer
11 29 (4.90%) Senior .NET Developer
12 23 (3.89%) Angular Developer
13 22 (3.72%) .NET Software Developer
14 20 (3.38%) Junior
15 19 (3.21%) Graduate Software Engineer
15 19 (3.21%) Junior Developer
15 19 (3.21%) Senior Software Engineer
15 19 (3.21%) Software Engineering Graduate
16 18 (3.04%) Senior .NET Software Developer
Libraries, Frameworks & Software Standards
1 256 (43.24%) React
2 236 (39.86%) Node.js
3 173 (29.22%) .NET
4 157 (26.52%) AngularJS
5 138 (23.31%) CSS
6 113 (19.09%) HTML
7 94 (15.88%) .NET Core
8 82 (13.85%) Kafka
9 69 (11.66%) RESTful
10 55 (9.29%) Spring
11 47 (7.94%) GraphQL
11 47 (7.94%) Laravel
11 47 (7.94%) REST
12 40 (6.76%) Vue.js
13 36 (6.08%) Angular 2
14 35 (5.91%) JSON
15 32 (5.41%) React Native
16 30 (5.07%) ASP.NET
17 26 (4.39%) .NET Framework
18 25 (4.22%) Ruby on Rails
Miscellaneous
1 60 (10.14%) Greenfield Project
1 60 (10.14%) User Experience
2 53 (8.95%) Cloud Native
3 34 (5.74%) Enterprise Software
4 27 (4.56%) Data Protection Act
5 20 (3.38%) Public Cloud
6 16 (2.70%) Mobile Payment
6 16 (2.70%) NHS
7 15 (2.53%) Blog
8 11 (1.86%) Self-Motivation
9 10 (1.69%) Life Science
9 10 (1.69%) Low-Code
9 10 (1.69%) Mobile App
10 8 (1.35%) Hybrid Cloud
10 8 (1.35%) Tandem
11 6 (1.01%) Cyberattack
11 6 (1.01%) iPhone
11 6 (1.01%) Kindle
11 6 (1.01%) Management Information System
12 5 (0.84%) Blockchain
Operating Systems
1 64 (10.81%) Linux
2 35 (5.91%) Unix
3 23 (3.89%) Android
4 17 (2.87%) Apple iOS
5 5 (0.84%) Mac OS
6 3 (0.51%) VMS
6 3 (0.51%) Windows
7 1 (0.17%) Mesosphere
Processes & Methodologies
1 370 (62.50%) Agile
2 274 (46.28%) Software Engineering
3 203 (34.29%) DevOps
4 193 (32.60%) CI/CD
5 149 (25.17%) Microservices
6 127 (21.45%) TDD
6 127 (21.45%) Test Automation
7 91 (15.37%) Scrum
8 79 (13.34%) MVC
9 74 (12.50%) Mentoring
10 71 (11.99%) Web Development
11 62 (10.47%) Continuous Integration
12 58 (9.80%) Pair Programming
13 55 (9.29%) Problem-Solving
14 49 (8.28%) SDLC
15 43 (7.26%) OO
16 38 (6.42%) Coaching
17 36 (6.08%) BDD
17 36 (6.08%) Software Delivery
18 35 (5.91%) Continuous Delivery
Programming Languages
1 363 (61.32%) JavaScript
2 225 (38.01%) Java
3 163 (27.53%) SQL
4 153 (25.84%) C#
4 153 (25.84%) Python
5 124 (20.95%) TypeScript
6 88 (14.86%) Go
7 82 (13.85%) PHP
8 51 (8.61%) Ruby
9 49 (8.28%) ES6
10 29 (4.90%) C++
11 17 (2.87%) Kotlin
12 15 (2.53%) T-SQL
13 10 (1.69%) C
14 7 (1.18%) Scala
15 5 (0.84%) PowerShell
16 3 (0.51%) PL/SQL
16 3 (0.51%) Prolog
16 3 (0.51%) Shell Script
17 2 (0.34%) VB.NET
Qualifications
1 47 (7.94%) Security Cleared
2 36 (6.08%) Degree
3 22 (3.72%) SC Cleared
4 9 (1.52%) Microsoft Certification
5 7 (1.18%) Computer Science Degree
6 5 (0.84%) DBS Check
7 3 (0.51%) DV Cleared
8 1 (0.17%) AWS Certification
Quality Assurance & Compliance
1 15 (2.53%) QA
2 9 (1.52%) Accessibility
3 5 (0.84%) WCAG
4 3 (0.51%) NIST
5 1 (0.17%) Data Quality
System Software
1 157 (26.52%) Docker
2 1 (0.17%) Active Directory
2 1 (0.17%) VMware ESXi
2 1 (0.17%) VMware Infrastructure
Systems Management
1 150 (25.34%) Kubernetes
2 31 (5.24%) Istio
3 19 (3.21%) Terraform
4 10 (1.69%) Ansible
5 8 (1.35%) Prometheus
6 7 (1.18%) Grafana
7 6 (1.01%) Opscode Chef
8 2 (0.34%) Puppet
9 1 (0.17%) Automic
9 1 (0.17%) Consul
9 1 (0.17%) Kibana
9 1 (0.17%) logstash
9 1 (0.17%) MIIS
9 1 (0.17%) Packer
9 1 (0.17%) vCenter Server
Vendors
1 56 (9.46%) Microsoft
2 40 (6.76%) Oracle
3 28 (4.73%) Google
4 19 (3.21%) QinetiQ
5 10 (1.69%) SAP
6 8 (1.35%) Salesforce.com
7 6 (1.01%) Zend
8 4 (0.68%) Software AG
8 4 (0.68%) Virgin Media
9 2 (0.34%) Adobe
9 2 (0.34%) Dell
9 2 (0.34%) Splunk
9 2 (0.34%) Spotify
10 1 (0.17%) AppDynamics
10 1 (0.17%) Cognos
10 1 (0.17%) Hitachi
10 1 (0.17%) Sybase
10 1 (0.17%) Teradata
10 1 (0.17%) VMware
10 1 (0.17%) Xamarin