Period
to

The table below looks at the prevalence of the term Tech for Good in permanent job vacancies advertised in London. 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)
England > London
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 595 466 571
Rank change year-on-year -129 +105 +173
Permanent jobs citing Tech for Good 334 212 30
As % of all permanent jobs advertised in London 0.44% 0.52% 0.090%
As % of the General category 0.63% 0.83% 0.15%
Number of salaries quoted 217 203 29
10th Percentile £53,750 £47,500 £53,250
25th Percentile £61,250 £57,500 £60,000
Median annual salary (50th Percentile) £70,000 £72,500 £80,000
Median % change year-on-year -3.45% -9.38% +33.33%
75th Percentile £86,250 £86,250 £90,000
90th Percentile £104,750 £97,500 £112,500
England median annual salary £67,500 £67,500 £66,250
% change year-on-year - +1.89% +15.22%

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 advertised in London with a requirement for common skills.

All General Skills
London
Permanent vacancies with a requirement for common skills 52,653 25,412 20,121
As % of all permanent IT jobs advertised in London 69.56% 61.80% 60.70%
Number of salaries quoted 23,876 16,791 16,069
10th Percentile £41,250 £41,250 £37,500
25th Percentile £52,500 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +3.85%
75th Percentile £92,500 £90,000 £87,500
90th Percentile £112,500 £110,000 £110,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Tech for Good
Job Vacancy Trend in London

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

Job vacancy trend for Tech for Good in London

Tech for Good
Salary Trend in London

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

Salary trend for Tech for Good in London

Tech for Good
Salary Histogram in London

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

Salary histogram for Tech for Good in London

Tech for Good
Job Locations in London

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 London region 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
Central London -38 95 £67,500 -10.00% 15
Tech for Good
England

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 across the London region with a requirement for Tech for Good.

1 108 (32.34%) AWS
2 102 (30.54%) Python
3 96 (28.74%) Software Engineering
4 93 (27.84%) Kubernetes
5 91 (27.25%) REST
5 91 (27.25%) JavaScript
6 80 (23.95%) QA
7 66 (19.76%) DevOps
7 66 (19.76%) React
8 64 (19.16%) Mentoring
8 64 (19.16%) Agile
9 60 (17.96%) Docker
10 59 (17.66%) User Experience
10 59 (17.66%) API Testing
10 59 (17.66%) PostgreSQL
11 54 (16.17%) Jenkins
12 53 (15.87%) Selenium
13 52 (15.57%) Terraform
14 51 (15.27%) Postman
15 50 (14.97%) GCP
15 50 (14.97%) Java
16 49 (14.67%) Microservices
17 45 (13.47%) Redis
18 44 (13.17%) TypeScript
18 44 (13.17%) React Native
18 44 (13.17%) Cypress.io
18 44 (13.17%) Django
18 44 (13.17%) Educational Technology
19 42 (12.57%) Problem-Solving
20 40 (11.98%) UX Design

Tech for Good
Co-occurring IT Skills in London 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 1 (0.30%) Apache Airflow
1 1 (0.30%) Apache Spark
1 1 (0.30%) Confluence
Applications
1 21 (6.29%) Sketch
2 13 (3.89%) Adobe XD
Cloud Services
1 108 (32.34%) AWS
2 50 (14.97%) GCP
3 35 (10.48%) Figma
4 33 (9.88%) Cloud Computing
5 30 (8.98%) Amazon ElastiCache
5 30 (8.98%) Amazon S3
6 14 (4.19%) Azure
6 14 (4.19%) SaaS
7 13 (3.89%) Heroku
8 12 (3.59%) GitHub
9 8 (2.40%) AWS CloudFormation
9 8 (2.40%) Azure DevOps
9 8 (2.40%) Serverless
10 5 (1.50%) AWS Lambda
11 2 (0.60%) Amazon ECS
11 2 (0.60%) AWS OpsWorks
11 2 (0.60%) Firebase
11 2 (0.60%) PaaS
12 1 (0.30%) Azure Machine Learning
12 1 (0.30%) Cloud Composer
Communications & Networking
1 6 (1.80%) HTTP
1 6 (1.80%) Internet
Database & Business Intelligence
1 59 (17.66%) PostgreSQL
2 45 (13.47%) Redis
3 31 (9.28%) Amazon RDS
4 30 (8.98%) Amazon Aurora
5 22 (6.59%) Elasticsearch
6 8 (2.40%) MongoDB
6 8 (2.40%) NoSQL
7 2 (0.60%) Azure SQL Database
7 2 (0.60%) Big Data
7 2 (0.60%) Data Lake
7 2 (0.60%) MySQL
7 2 (0.60%) SQL Server
8 1 (0.30%) BigQuery
8 1 (0.30%) Data Warehouse
8 1 (0.30%) Flink
Development Applications
1 54 (16.17%) Jenkins
2 53 (15.87%) Selenium
3 51 (15.27%) Postman
4 44 (13.17%) Cypress.io
5 34 (10.18%) Cucumber
6 28 (8.38%) SpecFlow
6 28 (8.38%) TeamCity
7 12 (3.59%) Capybara
7 12 (3.59%) CircleCI
7 12 (3.59%) RSpec
8 11 (3.29%) Protractor
9 7 (2.10%) Git (software)
9 7 (2.10%) Spock
10 4 (1.20%) JIRA
11 3 (0.90%) Katalon Studio
12 2 (0.60%) Zephyr
13 1 (0.30%) Appium
13 1 (0.30%) WebDriver
General
1 32 (9.58%) Retail
2 27 (8.08%) Finance
3 26 (7.78%) Marketing
4 22 (6.59%) Social Skills
5 12 (3.59%) Legal
6 7 (2.10%) Public Sector
7 5 (1.50%) Analytical Skills
8 4 (1.20%) Organisational Skills
9 2 (0.60%) Inclusion and Diversity
9 2 (0.60%) Wearables
10 1 (0.30%) Presentation Skills
10 1 (0.30%) Public Speaking
Job Titles
1 67 (20.06%) Software Engineer
2 50 (14.97%) DevOps Engineer
3 49 (14.67%) Developer
4 48 (14.37%) Designer
5 35 (10.48%) Senior Software Engineer
5 35 (10.48%) Site Engineer
5 35 (10.48%) Site Reliability Engineer
6 28 (8.38%) Senior Designer
6 28 (8.38%) Test Engineer
7 23 (6.89%) Senior DevOps
7 23 (6.89%) Senior DevOps Engineer
8 18 (5.39%) Lead DevOps
8 18 (5.39%) Lead DevOps Engineer
9 14 (4.19%) UI Designer
10 13 (3.89%) Senior Developer
11 9 (2.69%) Full Stack Developer
11 9 (2.69%) IoT Software Engineer
11 9 (2.69%) JavaScript Developer
11 9 (2.69%) React Developer
12 8 (2.40%) Software Manager
Libraries, Frameworks & Software Standards
1 91 (27.25%) REST
2 66 (19.76%) React
3 44 (13.17%) Django
3 44 (13.17%) React Native
4 39 (11.68%) GraphQL
5 34 (10.18%) CSS
6 33 (9.88%) Redux
7 31 (9.28%) Jest
8 30 (8.98%) Flask
9 28 (8.38%) HTML
10 21 (6.29%) CSS3
10 21 (6.29%) HTML5
10 21 (6.29%) Node.js
11 19 (5.69%) Ruby on Rails
12 14 (4.19%) Vue.js
13 12 (3.59%) .NET
13 12 (3.59%) Sidekiq
14 11 (3.29%) WebdriverIO
15 10 (2.99%) .NET Core
15 10 (2.99%) Sass
Miscellaneous
1 59 (17.66%) User Experience
2 44 (13.17%) Educational Technology
3 20 (5.99%) Greenfield Project
4 11 (3.29%) Animation
4 11 (3.29%) IoT
5 3 (0.90%) Data Structures
5 3 (0.90%) Mobile App
5 3 (0.90%) Renewable Energy
5 3 (0.90%) Self-Motivation
6 2 (0.60%) Blog
6 2 (0.60%) Cloud Native
6 2 (0.60%) Data Protection Act
6 2 (0.60%) Legacy Systems
6 2 (0.60%) NHS
6 2 (0.60%) Virtual Team
7 1 (0.30%) Graphic Design
7 1 (0.30%) Handset
Operating Systems
1 18 (5.39%) Linux
2 12 (3.59%) Android
2 12 (3.59%) Apple iOS
Processes & Methodologies
1 96 (28.74%) Software Engineering
2 66 (19.76%) DevOps
3 64 (19.16%) Agile
3 64 (19.16%) Mentoring
4 59 (17.66%) API Testing
5 49 (14.67%) Microservices
6 42 (12.57%) Problem-Solving
7 40 (11.98%) UX Design
8 39 (11.68%) Pair Programming
8 39 (11.68%) Test Strategy
9 36 (10.78%) Site Reliability Engineering
9 36 (10.78%) Test Automation
10 34 (10.18%) Full Stack Development
11 31 (9.28%) CI/CD
12 26 (7.78%) Re-Platforming
13 25 (7.49%) A/B Testing
14 24 (7.19%) Clean Code
14 24 (7.19%) SDET
15 23 (6.89%) Artificial Intelligence
16 21 (6.29%) Multivariate Testing
Programming Languages
1 102 (30.54%) Python
2 91 (27.25%) JavaScript
3 50 (14.97%) Java
4 44 (13.17%) TypeScript
5 40 (11.98%) C#
6 38 (11.38%) Go
7 35 (10.48%) Rust
8 21 (6.29%) Ruby
9 13 (3.89%) SQL
10 12 (3.59%) Scala
11 11 (3.29%) Kotlin
12 9 (2.69%) PHP
13 7 (2.10%) Bash
13 7 (2.10%) Groovy
14 1 (0.30%) Apple Swift
14 1 (0.30%) C++
14 1 (0.30%) Clojure
Qualifications
1 2 (0.60%) Degree
2 1 (0.30%) Computer Science Degree
2 1 (0.30%) PhD
Quality Assurance & Compliance
1 80 (23.95%) QA
2 4 (1.20%) Accessibility
3 1 (0.30%) Data Quality
System Software
1 60 (17.96%) Docker
Systems Management
1 93 (27.84%) Kubernetes
2 52 (15.57%) Terraform
3 30 (8.98%) Grafana
3 30 (8.98%) Prometheus
4 7 (2.10%) Ansible
5 2 (0.60%) Opscode Chef
5 2 (0.60%) Puppet
5 2 (0.60%) Salt
Vendors
1 30 (8.98%) Cadence
2 21 (6.29%) Adobe
3 5 (1.50%) Google
4 3 (0.90%) Microsoft
5 2 (0.60%) New Relic
5 2 (0.60%) SaltStack