Period
to

The table below looks at the prevalence of the term Tech for Good in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Tech for Good over the 6 months to 29 June 2022 with a comparison to the same period over the previous 2 years.

Tech for Good (Tech4Good)
UK
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 712 633 785
Rank change year-on-year -79 +152 +306
Permanent jobs citing Tech for Good 634 330 64
As % of all permanent jobs advertised in the UK 0.36% 0.31% 0.081%
As % of the General category 0.54% 0.55% 0.15%
Number of salaries quoted 501 315 53
10th Percentile £42,500 £36,250 £41,700
25th Percentile £53,750 £47,125 £47,500
Median annual salary (50th Percentile) £67,500 £65,000 £65,000
Median % change year-on-year +3.85% - +13.04%
75th Percentile £82,500 £83,750 £85,000
90th Percentile £95,000 £95,000 £109,000
UK excluding London median annual salary £62,500 £47,500 £50,000
% change year-on-year +31.58% -5.00% +7.53%

Tech for Good is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for common skills.

All General Skills
UK
Permanent vacancies with a requirement for common skills 117,484 59,681 43,152
As % of all permanent IT jobs advertised in the UK 65.96% 56.28% 54.28%
Number of salaries quoted 53,843 38,331 33,513
10th Percentile £32,500 £31,250 £31,250
25th Percentile £42,500 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £97,500 £95,000 £95,000
UK excluding London median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Tech for Good
Job Vacancy Trend

Job postings citing Tech for Good as a proportion of all IT jobs advertised.

Job vacancy trend for Tech for Good in the UK

Tech for Good
Salary Trend

3-month moving average salary quoted in jobs citing Tech for Good.

Salary trend for Tech for Good in the UK

Tech for Good
Salary Histogram

Salary distribution for jobs citing Tech for Good over the 6 months to 29 June 2022.

Salary histogram for Tech for Good in the UK

Tech for Good
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tech for Good within the UK over the 6 months to 29 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
England -58 545 £67,500 - 83
Work from Home -60 395 £70,000 +12.00% 64
London -129 334 £70,000 -3.45% 44
UK excluding London -4 238 £62,500 +31.58% 46
South East -27 64 £70,000 +60.00% 2
North of England -63 56 £57,500 -7.26% 11
South West -1 50 £55,000 +33.33% 13
Wales -9 29 £75,000 +100.00% 2
Yorkshire -36 29 £57,500 -33.33% 2
Scotland -40 25 £50,000 - 5
North West -75 20 £58,750 +17.50% 8
East of England -82 9 £50,000 +78.57% 8
North East - 7 £45,000 - 1
Midlands -63 4 £55,500 +16.84% 5
West Midlands -58 3 £66,000 +38.95% 3
Northern Ireland -26 1 £70,000 +115.38%
East Midlands - 1 £45,000 - 2

For the 6 months to 29 June 2022, IT jobs citing Tech for Good 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 Tech for Good.

1 212 (33.44%) Agile
2 175 (27.60%) JavaScript
3 165 (26.03%) AWS
4 153 (24.13%) Software Engineering
5 140 (22.08%) DevOps
6 138 (21.77%) Python
7 132 (20.82%) Kubernetes
8 129 (20.35%) React
9 115 (18.14%) User Experience
10 111 (17.51%) REST
11 109 (17.19%) Mentoring
11 109 (17.19%) QA
12 102 (16.09%) CI/CD
13 98 (15.46%) Docker
14 97 (15.30%) TypeScript
15 84 (13.25%) GCP
16 83 (13.09%) UX Design
17 82 (12.93%) Java
18 80 (12.62%) Jenkins
19 79 (12.46%) Terraform
20 78 (12.30%) C#
20 78 (12.30%) Microservices
21 73 (11.51%) PostgreSQL
22 72 (11.36%) API Testing
23 69 (10.88%) CSS
24 68 (10.73%) Node.js
25 67 (10.57%) Azure
26 64 (10.09%) Test Automation
27 63 (9.94%) Selenium
28 59 (9.31%) Cypress.io

Tech for Good
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 7 (1.10%) IIS
2 3 (0.47%) Apache
3 2 (0.32%) Apache Spark
3 2 (0.32%) Confluence
3 2 (0.32%) Tomcat
4 1 (0.16%) Apache Airflow
4 1 (0.16%) Jupyter
4 1 (0.16%) Oracle SOA Suite
4 1 (0.16%) Skype for Business
Applications
1 21 (3.31%) Sketch
2 13 (2.05%) Adobe XD
Business Applications
1 7 (1.10%) Oracle ERP
2 2 (0.32%) SystmOne
Cloud Services
1 165 (26.03%) AWS
2 84 (13.25%) GCP
3 67 (10.57%) Azure
4 43 (6.78%) Figma
5 41 (6.47%) Cloud Computing
6 33 (5.21%) SaaS
7 30 (4.73%) Amazon ElastiCache
7 30 (4.73%) Amazon S3
8 25 (3.94%) GitHub
9 22 (3.47%) Azure DevOps
10 17 (2.68%) Heroku
11 14 (2.21%) Serverless
12 13 (2.05%) Amazon ECS
13 9 (1.42%) AWS CloudFormation
14 8 (1.26%) AWS Lambda
14 8 (1.26%) GitHub Actions
15 6 (0.95%) Firebase
15 6 (0.95%) PaaS
16 4 (0.63%) Azure AKS
16 4 (0.63%) Semaphore
Communications & Networking
1 17 (2.68%) Internet
2 6 (0.95%) HTTP
3 1 (0.16%) Bluetooth
3 1 (0.16%) DNS
3 1 (0.16%) Firewall
Database & Business Intelligence
1 73 (11.51%) PostgreSQL
2 46 (7.26%) Redis
3 31 (4.89%) Amazon RDS
4 30 (4.73%) Amazon Aurora
5 22 (3.47%) Elasticsearch
6 14 (2.21%) MySQL
6 14 (2.21%) NoSQL
7 12 (1.89%) SQL Server
8 11 (1.74%) MongoDB
9 9 (1.42%) DynamoDB
10 6 (0.95%) Relational Database
11 5 (0.79%) Azure SQL Database
11 5 (0.79%) Big Data
12 4 (0.63%) Data Lake
13 3 (0.47%) Data Warehouse
14 1 (0.16%) Electronic Patient Records
14 1 (0.16%) Flink
14 1 (0.16%) Hadoop
14 1 (0.16%) SQL Server Integration Services
14 1 (0.16%) SQL Server Reporting Services
Development Applications
1 80 (12.62%) Jenkins
2 63 (9.94%) Selenium
3 59 (9.31%) Cypress.io
4 54 (8.52%) Postman
5 44 (6.94%) Git (software)
6 35 (5.52%) Cucumber
7 29 (4.57%) SpecFlow
7 29 (4.57%) TeamCity
8 14 (2.21%) CircleCI
9 12 (1.89%) Capybara
9 12 (1.89%) RSpec
10 11 (1.74%) Protractor
11 9 (1.42%) JIRA
12 7 (1.10%) Bitbucket
12 7 (1.10%) MSBuild
12 7 (1.10%) Oracle APEX
12 7 (1.10%) Spock
13 5 (0.79%) git-flow
14 3 (0.47%) Katalon Studio
15 2 (0.32%) webpack
General
1 52 (8.20%) Finance
2 44 (6.94%) Social Skills
3 34 (5.36%) Retail
4 32 (5.05%) Marketing
5 22 (3.47%) Public Sector
6 19 (3.00%) Legal
7 9 (1.42%) Games
8 7 (1.10%) Analytical Skills
9 6 (0.95%) Inclusion and Diversity
10 4 (0.63%) Organisational Skills
11 3 (0.47%) Presentation Skills
12 2 (0.32%) Wearables
13 1 (0.16%) Automotive
13 1 (0.16%) Banking
13 1 (0.16%) Electronics
13 1 (0.16%) Local Government
13 1 (0.16%) Manufacturing
13 1 (0.16%) Pharmaceutical
13 1 (0.16%) Public Speaking
13 1 (0.16%) Publishing
Job Titles
1 150 (23.66%) Developer
2 91 (14.35%) Software Engineer
3 79 (12.46%) Designer
4 72 (11.36%) DevOps Engineer
5 59 (9.31%) Senior Designer
6 48 (7.57%) Senior Software Engineer
7 42 (6.62%) Senior Developer
8 37 (5.84%) Site Engineer
8 37 (5.84%) Site Reliability Engineer
8 37 (5.84%) Test Engineer
9 26 (4.10%) React Developer
10 23 (3.63%) Senior DevOps
10 23 (3.63%) Senior DevOps Engineer
11 22 (3.47%) Front End Developer (Client-Side Developer)
12 21 (3.31%) Product Owner
13 20 (3.15%) Software Developer
14 19 (3.00%) Full Stack Developer
14 19 (3.00%) JavaScript Developer
15 18 (2.84%) Lead DevOps
15 18 (2.84%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 129 (20.35%) React
2 111 (17.51%) REST
3 69 (10.88%) CSS
4 68 (10.73%) Node.js
5 55 (8.68%) HTML
5 55 (8.68%) React Native
6 51 (8.04%) Django
7 47 (7.41%) .NET
8 46 (7.26%) Redux
9 45 (7.10%) GraphQL
10 39 (6.15%) Vue.js
11 34 (5.36%) Jest
12 30 (4.73%) Flask
13 27 (4.26%) HTML5
13 27 (4.26%) Ruby on Rails
14 26 (4.10%) AngularJS
15 21 (3.31%) CSS3
16 18 (2.84%) .NET Core
17 17 (2.68%) Spring
18 14 (2.21%) Spring Boot
Miscellaneous
1 115 (18.14%) User Experience
2 45 (7.10%) Educational Technology
3 42 (6.62%) IoT
4 36 (5.68%) Greenfield Project
5 19 (3.00%) Renewable Energy
6 18 (2.84%) Mobile App
6 18 (2.84%) NHS
7 11 (1.74%) Animation
8 9 (1.42%) Data Protection Act
9 8 (1.26%) Blockchain
10 6 (0.95%) Data Structures
11 5 (0.79%) Smart Home
12 4 (0.63%) Self-Motivation
12 4 (0.63%) Virtual Team
13 3 (0.47%) Cloud Native
14 2 (0.32%) Algorithms
14 2 (0.32%) Blog
14 2 (0.32%) Legacy Systems
14 2 (0.32%) Tandem
15 1 (0.16%) e-Learning
Operating Systems
1 28 (4.42%) Linux
2 21 (3.31%) Apple iOS
3 16 (2.52%) Android
4 9 (1.42%) Windows
5 7 (1.10%) Windows Server
6 5 (0.79%) Unix
Processes & Methodologies
1 212 (33.44%) Agile
2 153 (24.13%) Software Engineering
3 140 (22.08%) DevOps
4 109 (17.19%) Mentoring
5 102 (16.09%) CI/CD
6 83 (13.09%) UX Design
7 78 (12.30%) Microservices
8 72 (11.36%) API Testing
9 64 (10.09%) Test Automation
10 58 (9.15%) Full Stack Development
11 50 (7.89%) User Research
12 49 (7.73%) Problem-Solving
13 44 (6.94%) Pair Programming
13 44 (6.94%) Scrum
13 44 (6.94%) Test Strategy
14 41 (6.47%) Front End Development
15 38 (5.99%) Site Reliability Engineering
16 35 (5.52%) Clean Code
16 35 (5.52%) TDD
17 33 (5.21%) Re-Platforming
Programming Languages
1 175 (27.60%) JavaScript
2 138 (21.77%) Python
3 97 (15.30%) TypeScript
4 82 (12.93%) Java
5 78 (12.30%) C#
6 57 (8.99%) Go
7 42 (6.62%) SQL
8 35 (5.52%) Rust
9 33 (5.21%) Ruby
10 21 (3.31%) PHP
11 16 (2.52%) Scala
12 11 (1.74%) Kotlin
13 10 (1.58%) Groovy
14 8 (1.26%) Bash
14 8 (1.26%) PowerShell
15 6 (0.95%) Apple Swift
16 4 (0.63%) C++
16 4 (0.63%) ES6
17 1 (0.16%) C
17 1 (0.16%) T-SQL
Qualifications
1 8 (1.26%) Degree
2 3 (0.47%) SC Cleared
2 3 (0.47%) Security Cleared
3 2 (0.32%) Computer Science Degree
3 2 (0.32%) Numerate Degree
3 2 (0.32%) PRINCE2 Certification
4 1 (0.16%) PhD
Quality Assurance & Compliance
1 109 (17.19%) QA
2 5 (0.79%) Accessibility
3 2 (0.32%) SNOMED CT
4 1 (0.16%) Data Quality
4 1 (0.16%) HL7
4 1 (0.16%) ISO/IEC 27001
4 1 (0.16%) SLA
System Software
1 98 (15.46%) Docker
2 1 (0.16%) Active Directory
2 1 (0.16%) VMware Infrastructure
Systems Management
1 132 (20.82%) Kubernetes
2 79 (12.46%) Terraform
3 30 (4.73%) Grafana
3 30 (4.73%) Prometheus
4 11 (1.74%) Ansible
5 3 (0.47%) Opscode Chef
5 3 (0.47%) Puppet
6 2 (0.32%) Microsoft Intune
6 2 (0.32%) Salt
6 2 (0.32%) Single Sign-On
Vendors
1 30 (4.73%) Cadence
2 21 (3.31%) Adobe
3 18 (2.84%) Google
4 8 (1.26%) Netlify
4 8 (1.26%) Oracle
5 4 (0.63%) Microsoft
5 4 (0.63%) Xamarin
6 2 (0.32%) Alteryx
6 2 (0.32%) New Relic
6 2 (0.32%) SaltStack
6 2 (0.32%) Talend
6 2 (0.32%) VMware
7 1 (0.16%) Cerner
7 1 (0.16%) Databricks
7 1 (0.16%) Zend