Period
to

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for GraphQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GraphQL over the 6 months to 3 July 2022 with a comparison to the same period in the previous 2 years.

GraphQL
UK > England
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 173 154 383
Rank change year-on-year -19 +229 +251
Permanent jobs citing GraphQL 3,392 2,217 551
As % of all permanent jobs advertised in England 2.25% 2.32% 0.75%
As % of the Libraries, Frameworks & Software Standards category 5.72% 5.65% 1.92%
Number of salaries quoted 873 931 460
10th Percentile £45,250 £42,500 £42,500
25th Percentile £52,500 £53,750 £50,938
Median annual salary (50th Percentile) £70,000 £65,000 £67,500
Median % change year-on-year +7.69% -3.70% +8.00%
75th Percentile £88,750 £85,000 £83,750
90th Percentile £112,500 £98,750 £95,000
UK median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - +4.00%

GraphQL is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 59,350 39,243 28,716
As % of all permanent IT jobs advertised in England 39.30% 41.05% 39.31%
Number of salaries quoted 26,840 27,141 24,195
10th Percentile £38,000 £35,000 £33,750
25th Percentile £47,500 £43,750 £42,500
Median annual salary (50th Percentile) £65,000 £57,500 £57,000
Median % change year-on-year +13.04% +0.88% +8.57%
75th Percentile £85,000 £77,500 £75,000
90th Percentile £100,000 £94,250 £91,250
UK median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% +4.76%

GraphQL
Job Vacancy Trend in England

Job postings citing GraphQL as a proportion of all IT jobs advertised in England.

Job vacancy trend for GraphQL in England

GraphQL
Salary Trend in England

3-month moving average salary quoted in jobs citing GraphQL in England.

Salary trend for GraphQL in England

GraphQL
Salary Histogram in England

Salary distribution for jobs citing GraphQL in England over the 6 months to 3 July 2022.

Salary histogram for GraphQL in England

GraphQL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GraphQL within the England region over the 6 months to 3 July 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
London -32 2,652 £80,000 +6.67% 103
North of England +29 291 £57,500 +9.52% 23
South East -42 197 £65,000 - 10
Yorkshire +53 162 £60,000 +26.32% 8
North West -42 120 £52,500 -4.55% 9
East of England -42 83 £50,000 +4.17% 10
South West -32 78 £60,000 +20.00% 9
Midlands -99 57 £60,000 +22.45% 11
East Midlands -30 39 £60,000 +9.09% 5
West Midlands -104 18 £62,500 +38.89% 6
North East -12 9 £80,000 +83.91% 6
GraphQL
UK

For the 6 months to 3 July 2022, IT jobs citing GraphQL 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 England region with a requirement for GraphQL.

1 2,397 (70.67%) React
2 2,107 (62.12%) TypeScript
3 1,917 (56.52%) Node.js
4 1,860 (54.83%) Agile
5 1,731 (51.03%) JavaScript
6 1,528 (45.05%) Software Engineering
7 1,429 (42.13%) AWS
8 1,221 (36.00%) Docker
9 1,157 (34.11%) Full Stack Development
10 1,095 (32.28%) CI/CD
11 1,024 (30.19%) Python
12 1,007 (29.69%) REST
13 1,001 (29.51%) CSS
14 987 (29.10%) Kubernetes
15 915 (26.98%) Git (software)
16 903 (26.62%) Microservices
17 902 (26.59%) Finance
18 869 (25.62%) PostgreSQL
19 846 (24.94%) Test Automation
20 833 (24.56%) HTML
21 816 (24.06%) Serverless
22 806 (23.76%) User Experience
22 806 (23.76%) DevOps
23 732 (21.58%) TDD
24 696 (20.52%) SQL
25 681 (20.08%) Java
26 643 (18.96%) Social Skills
27 615 (18.13%) React Native
28 542 (15.98%) GCP
29 532 (15.68%) Pair Programming

GraphQL
Co-occurring IT Skills in 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
1 203 (5.98%) CMS
2 103 (3.04%) nginx
3 97 (2.86%) Confluence
4 84 (2.48%) Apache
5 79 (2.33%) Headless CMS
6 72 (2.12%) Apache Spark
7 61 (1.80%) Apache Airflow
8 29 (0.85%) Jupyter
9 28 (0.83%) IIS
10 25 (0.74%) Camunda
10 25 (0.74%) Strapi
11 24 (0.71%) Oracle Workflow
12 22 (0.65%) Adobe Experience Manager
13 18 (0.53%) Tornado
14 17 (0.50%) Apache Pulsar
14 17 (0.50%) WebSphere
15 16 (0.47%) WebLogic
16 15 (0.44%) Ethereum
17 14 (0.41%) Cloud Foundry
18 13 (0.38%) Drupal
Applications
1 57 (1.68%) Chatbot
2 49 (1.44%) Sketch
3 25 (0.74%) InVision
4 24 (0.71%) Adobe XD
4 24 (0.71%) Marvel
5 21 (0.62%) Photoshop
6 19 (0.56%) Microsoft PowerPoint
7 11 (0.32%) Spreadsheet
8 1 (0.029%) Microsoft Office
Business Applications
1 35 (1.03%) Magento
2 28 (0.83%) Shopify
3 27 (0.80%) Payment Gateway
4 24 (0.71%) Oracle BPM
5 3 (0.088%) Distributed Ledger
6 1 (0.029%) Sparx Enterprise Architect
Cloud Services
1 1,429 (42.13%) AWS
2 816 (24.06%) Serverless
3 542 (15.98%) GCP
4 524 (15.45%) GitHub
5 498 (14.68%) Azure
6 458 (13.50%) AWS Lambda
7 218 (6.43%) SaaS
8 215 (6.34%) Amazon S3
9 209 (6.16%) GitHub Actions
10 169 (4.98%) Amazon SQS
11 139 (4.10%) Amazon ECS
12 129 (3.80%) npm
13 127 (3.74%) Cloud Computing
14 116 (3.42%) Azure DevOps
14 116 (3.42%) Pulumi
15 96 (2.83%) AWS CloudFormation
16 78 (2.30%) Amazon EC2
16 78 (2.30%) AWS Fargate
17 68 (2.00%) Firebase
18 64 (1.89%) DigitalOcean
Communications & Networking
1 145 (4.27%) Broadband
2 124 (3.66%) HTTP
3 64 (1.89%) Internet
4 23 (0.68%) SSH
5 20 (0.59%) 5G
6 14 (0.41%) SMS
7 7 (0.21%) Wireshark
8 2 (0.059%) AMQP
8 2 (0.059%) DNS
8 2 (0.059%) IPFS
8 2 (0.059%) VPN
9 1 (0.029%) Skype
9 1 (0.029%) TCP/IP
Database & Business Intelligence
1 869 (25.62%) PostgreSQL
2 484 (14.27%) NoSQL
3 442 (13.03%) MySQL
4 362 (10.67%) Redis
5 291 (8.58%) MongoDB
6 284 (8.37%) Elasticsearch
7 246 (7.25%) Relational Database
8 236 (6.96%) DynamoDB
9 155 (4.57%) Amazon RDS
10 87 (2.56%) Big Data
11 71 (2.09%) Amazon Aurora
12 64 (1.89%) BigQuery
13 53 (1.56%) Hadoop
14 45 (1.33%) SQL Server
15 43 (1.27%) Data Warehouse
16 36 (1.06%) RDBMS
17 28 (0.83%) ClickHouse
18 25 (0.74%) Amazon Redshift
19 23 (0.68%) Metadata
19 23 (0.68%) Power BI
Development Applications
1 915 (26.98%) Git (software)
2 390 (11.50%) webpack
3 285 (8.40%) Cypress.io
4 266 (7.84%) GitLab
5 247 (7.28%) Jenkins
6 163 (4.81%) JIRA
7 112 (3.30%) CircleCI
8 107 (3.15%) Maven
9 104 (3.07%) Storybook
10 99 (2.92%) Babel
11 91 (2.68%) rollup.js
12 89 (2.62%) Cucumber
13 87 (2.56%) SonarQube
14 82 (2.42%) Selenium
15 60 (1.77%) Mocha
16 56 (1.65%) Postman
17 47 (1.39%) PostCSS
18 44 (1.30%) ESLint
19 41 (1.21%) JUnit
20 35 (1.03%) Bitbucket
General
1 902 (26.59%) Finance
2 643 (18.96%) Social Skills
3 311 (9.17%) Analytical Skills
4 297 (8.76%) Inclusion and Diversity
5 290 (8.55%) Retail
6 286 (8.43%) Games
7 242 (7.13%) Marketing
8 96 (2.83%) Pharmaceutical
9 89 (2.62%) Banking
10 70 (2.06%) Front Office
11 64 (1.89%) Legal
12 62 (1.83%) Telecoms
13 57 (1.68%) Automotive
14 53 (1.56%) Italian Language
15 51 (1.50%) Back Office
16 50 (1.47%) Advertising
17 49 (1.44%) Wearables
18 44 (1.30%) Electronics
19 42 (1.24%) Law
19 42 (1.24%) Public Sector
Job Titles
1 1,467 (43.25%) Developer
2 1,044 (30.78%) Software Engineer
3 437 (12.88%) Senior Developer
4 417 (12.29%) Senior Software Engineer
5 372 (10.97%) Front End Developer (Client-Side Developer)
6 353 (10.41%) Full Stack Developer
7 256 (7.55%) React Developer
8 182 (5.37%) Java Engineer
9 158 (4.66%) Senior Front-End Developer
10 132 (3.89%) JavaScript Developer
11 131 (3.86%) Backend Developer
12 130 (3.83%) JavaScript Engineer
13 120 (3.54%) Java Developer
14 118 (3.48%) Java Software Engineer
15 112 (3.30%) Lead Software Engineer
16 95 (2.80%) Senior React Developer
17 89 (2.62%) AWS Engineer
17 89 (2.62%) Lead Developer
18 86 (2.54%) AWS Developer
19 82 (2.42%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 2,397 (70.67%) React
2 1,917 (56.52%) Node.js
3 1,007 (29.69%) REST
4 1,001 (29.51%) CSS
5 833 (24.56%) HTML
6 615 (18.13%) React Native
7 421 (12.41%) Jest
8 410 (12.09%) Redux
9 395 (11.65%) Apollo GraphQL
10 377 (11.11%) AngularJS
11 368 (10.85%) Spring
12 353 (10.41%) HTML5
13 350 (10.32%) Next.js
14 343 (10.11%) RESTful
15 340 (10.02%) Kafka
16 328 (9.67%) Vue.js
17 295 (8.70%) Spring Boot
18 258 (7.61%) CSS3
19 243 (7.16%) Sass
20 239 (7.05%) gRPC
Miscellaneous
1 806 (23.76%) User Experience
2 468 (13.80%) Mobile App
3 186 (5.48%) Greenfield Project
4 140 (4.13%) Virtual Team
5 133 (3.92%) Cloud Native
6 124 (3.66%) Self-Motivation
7 103 (3.04%) Social Media
8 99 (2.92%) Hedge funds
9 91 (2.68%) Blog
10 81 (2.39%) Video\Live Streaming
11 77 (2.27%) Data Structures
12 74 (2.18%) Algorithms
13 73 (2.15%) Sports Betting
14 64 (1.89%) FMCG
15 52 (1.53%) Hackathon
16 51 (1.50%) Enterprise Software
17 50 (1.47%) Blockchain
17 50 (1.47%) e-Learning
18 41 (1.21%) NHS
19 40 (1.18%) PropTech
Operating Systems
1 225 (6.63%) Android
1 225 (6.63%) Apple iOS
2 132 (3.89%) Linux
3 115 (3.39%) Unix
4 87 (2.56%) Windows
5 54 (1.59%) VMS
6 11 (0.32%) Ubuntu
7 10 (0.29%) Mac OS
8 2 (0.059%) CoreOS
8 2 (0.059%) Windows Server
Processes & Methodologies
1 1,860 (54.83%) Agile
2 1,528 (45.05%) Software Engineering
3 1,157 (34.11%) Full Stack Development
4 1,095 (32.28%) CI/CD
5 903 (26.62%) Microservices
6 846 (24.94%) Test Automation
7 806 (23.76%) DevOps
8 732 (21.58%) TDD
9 532 (15.68%) Pair Programming
10 520 (15.33%) Continuous Integration
11 508 (14.98%) Scrum
12 506 (14.92%) Problem-Solving
13 466 (13.74%) Front End Development
14 448 (13.21%) Mentoring
15 347 (10.23%) Computer Science
16 340 (10.02%) Open Source
17 334 (9.85%) Unit Testing
18 329 (9.70%) BDD
19 314 (9.26%) Coaching
20 298 (8.79%) UX Design
Programming Languages
1 2,107 (62.12%) TypeScript
2 1,731 (51.03%) JavaScript
3 1,024 (30.19%) Python
4 696 (20.52%) SQL
5 681 (20.08%) Java
6 364 (10.73%) Go
7 264 (7.78%) C#
8 248 (7.31%) ES6
9 228 (6.72%) PHP
10 176 (5.19%) Rust
11 152 (4.48%) Kotlin
12 127 (3.74%) Ruby
13 98 (2.89%) Elm
14 84 (2.48%) Scala
15 57 (1.68%) Bash
16 56 (1.65%) C
17 55 (1.62%) C++
18 49 (1.44%) Clojure
19 45 (1.33%) Haskell
20 42 (1.24%) Elixir
Qualifications
1 313 (9.23%) Degree
2 225 (6.63%) Computer Science Degree
3 39 (1.15%) Security Cleared
4 26 (0.77%) Master's Degree
5 23 (0.68%) AWS Certification
6 22 (0.65%) PhD
7 17 (0.50%) Numerate Degree
8 12 (0.35%) ISTQB
9 8 (0.24%) DV Cleared
9 8 (0.24%) SC Cleared
10 7 (0.21%) ISEB
10 7 (0.21%) MBA
11 6 (0.18%) HND
12 5 (0.15%) ISTQB Foundation Certification
13 3 (0.088%) CFA
14 2 (0.059%) PMI Certification
15 1 (0.029%) CISM
15 1 (0.029%) CISSP
15 1 (0.029%) SANS
Quality Assurance & Compliance
1 263 (7.75%) QA
2 218 (6.43%) Accessibility
3 29 (0.85%) SLA
4 26 (0.77%) GDPR
5 24 (0.71%) Data Quality
6 13 (0.38%) NIST
6 13 (0.38%) PCI DSS
7 12 (0.35%) WCAG
8 8 (0.24%) IEC 62304
8 8 (0.24%) ISO 13485
8 8 (0.24%) ISO/IEC 27001
9 1 (0.029%) ISO 9001
9 1 (0.029%) PMO
9 1 (0.029%) PSD2
System Software
1 1,221 (36.00%) Docker
2 11 (0.32%) Virtual Machines
3 10 (0.29%) VMware Infrastructure
4 8 (0.24%) Firmware
5 5 (0.15%) LXC
6 2 (0.059%) etcd
6 2 (0.059%) ISA Server
7 1 (0.029%) Apache ZooKeeper
7 1 (0.029%) HDFS
Systems Management
1 987 (29.10%) Kubernetes
2 471 (13.89%) Terraform
3 131 (3.86%) Prometheus
4 102 (3.01%) Grafana
5 72 (2.12%) Ansible
6 29 (0.85%) Argo
7 25 (0.74%) Puppet
8 24 (0.71%) Istio
8 24 (0.71%) Opscode Chef
9 23 (0.68%) Docker Swarm
10 22 (0.65%) Bugsnag
11 21 (0.62%) Hadoop YARN
12 12 (0.35%) linkerd
13 7 (0.21%) Rancher
13 7 (0.21%) Single Sign-On
14 3 (0.088%) Packer
15 1 (0.029%) collectd
15 1 (0.029%) Graphite
15 1 (0.029%) Kibana
Vendors
1 283 (8.34%) Google
2 98 (2.89%) Oracle
3 92 (2.71%) Microsoft
4 82 (2.42%) Apple
5 69 (2.03%) Cadence
5 69 (2.03%) Confluent
6 61 (1.80%) Adobe
6 61 (1.80%) Salesforce.com
7 57 (1.68%) IBM
8 49 (1.44%) Netlify
9 40 (1.18%) New Relic
10 38 (1.12%) Monzo
11 32 (0.94%) Spotify
12 31 (0.91%) VMware
13 28 (0.83%) Twitter
14 26 (0.77%) Mapbox
15 25 (0.74%) BT
16 21 (0.62%) Databricks
16 21 (0.62%) SAP
17 20 (0.59%) Atlassian