Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 November 2019

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 18 November 2019 with a comparison to the same period in the previous 2 years.

GraphQL
UK > England
6 months to
18 Nov 2019		 Same period 2018 Same period 2017
Rank 531 871 1086
Rank change year-on-year +340 +215 +104
Permanent jobs citing GraphQL 614 256 90
As % of all permanent IT jobs advertised in England 0.49% 0.17% 0.054%
As % of the Libraries, Frameworks & Software Standards category 1.29% 0.43% 0.13%
Number of salaries quoted 508 213 80
England median annual salary £62,500 £66,000 £65,000
Median salary % change year-on-year -5.30% +1.54% -3.70%
10th Percentile £42,500 £33,000 £45,000
90th Percentile £97,500 £90,000 £95,000
UK median annual salary £62,500 £65,000 £65,000
% change year-on-year -3.85% - -3.70%

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 47,574 59,758 67,606
As % of all permanent IT jobs advertised in England 37.89% 39.93% 40.27%
Number of salaries quoted 39,714 49,722 56,590
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,250 £29,863
90th Percentile £88,750 £85,000 £78,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

GraphQL
Job Vacancy Trend in England

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

Job vacancy trend for GraphQL in England

GraphQL
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing GraphQL in England.

Salary trend for GraphQL in England

GraphQL
Salary Histogram in England

The salary distribution of IT jobs citing GraphQL in England over the 6 months to 18 November 2019.

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 18 November 2019. 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
Job
Vacancies
London +233 360 £75,000 +3.45% 103
North of England +130 103 £55,000 +29.41% 26
North West +127 82 £62,500 +28.21% 8
South East +29 50 £45,000 +5.88% 17
South West +42 45 £55,000 +52.78% 5
Midlands +61 40 £47,500 +26.67% 3
West Midlands +46 28 £50,000 +33.33% 2
Yorkshire +35 21 £47,500 +58.33% 15
East of England - 16 £48,750 - 4
East Midlands +33 10 £47,500 +50.79% 1
GraphQL
UK

For the 6 months to 18 November 2019, 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.

1 320 (52.12%) JavaScript
2 282 (45.93%) React
3 266 (43.32%) Node.js
4 240 (39.09%) Agile Software Development
5 228 (37.13%) AWS
6 177 (28.83%) Docker
7 163 (26.55%) Front End Development
8 162 (26.38%) CSS
9 160 (26.06%) Software Engineering
10 157 (25.57%) HTML
11 155 (25.24%) Kubernetes
12 148 (24.10%) TypeScript
13 146 (23.78%) REST
14 142 (23.13%) TDD
15 137 (22.31%) Java
16 127 (20.68%) AngularJS
17 125 (20.36%) Python
18 117 (19.06%) Scrum
19 116 (18.89%) DevOps
20 115 (18.73%) Microservices
21 114 (18.57%) Git (software)
22 108 (17.59%) .NET
23 105 (17.10%) Azure
24 104 (16.94%) Continuous Integration
25 99 (16.12%) Degree
26 98 (15.96%) Google
27 93 (15.15%) Mentoring
28 90 (14.66%) Elasticsearch
29 89 (14.50%) Finance
30 87 (14.17%) Big Data

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 90 (14.66%) Elasticsearch
2 71 (11.56%) Apache Spark
3 41 (6.68%) OpenStack
4 11 (1.79%) Headless CMS
5 10 (1.63%) nginx
6 6 (0.98%) Confluence
7 4 (0.65%) CMS
7 4 (0.65%) WordPress
8 2 (0.33%) Apache
8 2 (0.33%) Resin
8 2 (0.33%) Tomcat
9 1 (0.16%) Anypoint
9 1 (0.16%) Drupal
9 1 (0.16%) GlassFish
9 1 (0.16%) IIS
9 1 (0.16%) Oracle Workflow
Applications
1 6 (0.98%) Photoshop
2 3 (0.49%) Chatbot
3 2 (0.33%) Sketch
4 1 (0.16%) InVision
4 1 (0.16%) Mingle
4 1 (0.16%) Spreadsheet
Business Applications
1 9 (1.47%) Distributed Ledger
2 3 (0.49%) Magento
3 2 (0.33%) Eikon
3 2 (0.33%) Shopify
4 1 (0.16%) Dynamics GP
Cloud Services
1 228 (37.13%) AWS
2 105 (17.10%) Azure
3 83 (13.52%) Serverless
4 75 (12.21%) GCP
5 65 (10.59%) AWS Lambda
6 46 (7.49%) OpenShift
7 37 (6.03%) SaaS
8 30 (4.89%) Firebase
9 26 (4.23%) GitHub
10 22 (3.58%) Amazon S3
11 19 (3.09%) AWS CloudFormation
12 17 (2.77%) npm
13 12 (1.95%) Heroku
14 10 (1.63%) Amazon ECS
14 10 (1.63%) Azure Functions
15 9 (1.47%) CloudFront
16 8 (1.30%) Amazon SQS
17 7 (1.14%) Amazon EC2
17 7 (1.14%) DigitalOcean
17 7 (1.14%) Slack
Communications & Networking
1 47 (7.65%) TCP/IP
2 41 (6.68%) Firewall
2 41 (6.68%) HTTPS
3 15 (2.44%) HTTP
4 12 (1.95%) Internet
5 9 (1.47%) DNS
6 1 (0.16%) SSL
Database & Business Intelligence
1 87 (14.17%) Big Data
2 64 (10.42%) MySQL
3 63 (10.26%) PostgreSQL
4 58 (9.45%) MongoDB
5 41 (6.68%) Redis
6 39 (6.35%) NoSQL
7 34 (5.54%) Amazon DynamoDB
8 31 (5.05%) Hadoop
9 14 (2.28%) SQL Server
10 13 (2.12%) Relational Database
11 10 (1.63%) Amazon Aurora
11 10 (1.63%) MariaDB
12 9 (1.47%) Amazon Redshift
13 7 (1.14%) Amazon RDS
13 7 (1.14%) Blockchain
13 7 (1.14%) Data Warehouse
13 7 (1.14%) Neo4j
14 5 (0.81%) Apache Hive
14 5 (0.81%) Geospatial Data
14 5 (0.81%) HDInsight
Development Applications
1 114 (18.57%) Git (software)
2 67 (10.91%) Bitbucket
3 63 (10.26%) webpack
4 54 (8.79%) JIRA
5 41 (6.68%) git-flow
6 36 (5.86%) Jenkins
7 34 (5.54%) CircleCI
8 20 (3.26%) Crashlytics
9 16 (2.61%) Babel
10 15 (2.44%) PostCSS
11 11 (1.79%) Atlassian Bamboo
11 11 (1.79%) gulp
12 10 (1.63%) Maven
13 9 (1.47%) Gradle
13 9 (1.47%) Mocha
14 8 (1.30%) Travis CI
15 7 (1.14%) Cucumber
15 7 (1.14%) Jasmine
15 7 (1.14%) PHPUnit
15 7 (1.14%) SoapUI
General
1 89 (14.50%) Finance
2 29 (4.72%) Banking
3 27 (4.40%) Games
4 16 (2.61%) Marketing
4 16 (2.61%) Retail
5 13 (2.12%) Law
6 8 (1.30%) Advertising
6 8 (1.30%) Public Sector
6 8 (1.30%) Publishing
7 6 (0.98%) Legal
8 3 (0.49%) Billing
8 3 (0.49%) Telecoms
9 1 (0.16%) Music Industry
9 1 (0.16%) Pharmaceutical
Job Titles
1 408 (66.45%) Developer
2 131 (21.34%) React Developer
3 120 (19.54%) Front End Developer (Client-Side Developer)
4 83 (13.52%) Software Engineer
5 80 (13.03%) Lead Developer
5 80 (13.03%) Senior Developer
6 71 (11.56%) JavaScript Developer
7 61 (9.93%) Full Stack Developer
8 34 (5.54%) Consultant
9 33 (5.37%) Senior Front-End Developer
10 31 (5.05%) Java Developer
11 29 (4.72%) Senior Software Engineer
12 24 (3.91%) Data Engineer
12 24 (3.91%) Node.js Developer
13 23 (3.75%) Python Engineer
14 22 (3.58%) C# Developer
14 22 (3.58%) Python Developer
14 22 (3.58%) Senior React Developer
15 19 (3.09%) Angular Developer
15 19 (3.09%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 282 (45.93%) React
2 266 (43.32%) Node.js
3 162 (26.38%) CSS
4 157 (25.57%) HTML
5 146 (23.78%) REST
6 127 (20.68%) AngularJS
7 108 (17.59%) .NET
8 86 (14.01%) Spring
9 81 (13.19%) Vue.js
10 79 (12.87%) React Native
10 79 (12.87%) Redux
11 72 (11.73%) Kafka
12 59 (9.61%) ASP.NET
13 58 (9.45%) Sass
14 54 (8.79%) HTML5
15 49 (7.98%) RESTful
16 48 (7.82%) Django
17 46 (7.49%) Web Services
18 42 (6.84%) Apollo GraphQL
18 42 (6.84%) Spring MVC
Miscellaneous
1 70 (11.40%) User Experience
2 66 (10.75%) Greenfield Project
3 44 (7.17%) Analytical Skills
4 39 (6.35%) Mobile App
5 31 (5.05%) Algorithms
6 29 (4.72%) Cloud Native
7 26 (4.23%) Data Structures
8 20 (3.26%) Cybercrime
9 19 (3.09%) Linux Command Line
10 17 (2.77%) Cyberattack
10 17 (2.77%) Virtual Team
11 16 (2.61%) Social Media
12 12 (1.95%) Client/Server
13 10 (1.63%) Blog
13 10 (1.63%) Xbox
14 9 (1.47%) Public Cloud
15 8 (1.30%) BBC
15 8 (1.30%) Social Network
16 7 (1.14%) Self-Motivation
17 3 (0.49%) e-Learning
Operating Systems
1 79 (12.87%) Android
2 73 (11.89%) Apple iOS
3 68 (11.07%) Linux
4 24 (3.91%) Unix
5 22 (3.58%) Windows
6 3 (0.49%) CentOS
7 1 (0.16%) Ubuntu
Processes & Methodologies
1 240 (39.09%) Agile Software Development
2 163 (26.55%) Front End Development
3 160 (26.06%) Software Engineering
4 142 (23.13%) TDD
5 117 (19.06%) Scrum
6 116 (18.89%) DevOps
7 115 (18.73%) Microservices
8 104 (16.94%) Continuous Integration
9 93 (15.15%) Mentoring
10 75 (12.21%) Test Automation
11 70 (11.40%) BDD
12 69 (11.24%) Kanban
13 67 (10.91%) E-Commerce
14 64 (10.42%) Computer Science
15 62 (10.10%) Fintech
16 61 (9.93%) Web Development
17 58 (9.45%) Problem-Solving
18 54 (8.79%) MVC
19 51 (8.31%) Machine Learning
20 48 (7.82%) API Design
Programming Languages
1 320 (52.12%) JavaScript
2 148 (24.10%) TypeScript
3 137 (22.31%) Java
4 125 (20.36%) Python
5 76 (12.38%) SQL
6 60 (9.77%) ES6
7 59 (9.61%) C#
8 51 (8.31%) PHP
9 41 (6.68%) C++
10 40 (6.51%) C
11 37 (6.03%) Kotlin
12 25 (4.07%) Go
13 23 (3.75%) Java 8
14 22 (3.58%) Scala
15 17 (2.77%) ES7
16 13 (2.12%) Ruby
17 9 (1.47%) Rust
18 8 (1.30%) Erlang
18 8 (1.30%) Haskell
18 8 (1.30%) Java 9
Qualifications
1 99 (16.12%) Degree
2 40 (6.51%) CCNA
2 40 (6.51%) Cisco Certification
2 40 (6.51%) CISSP
2 40 (6.51%) CompTIA Security+
2 40 (6.51%) GIAC
2 40 (6.51%) Linux+ Certification
2 40 (6.51%) MCSE
2 40 (6.51%) Microsoft Certification
2 40 (6.51%) Network+ Certification
2 40 (6.51%) SANS
2 40 (6.51%) SSCP
3 24 (3.91%) Computer Science Degree
4 21 (3.42%) PhD
5 19 (3.09%) Master's Degree
6 8 (1.30%) Security Cleared
7 6 (0.98%) DV Cleared
8 2 (0.33%) BPSS Clearance
8 2 (0.33%) SC Cleared
9 1 (0.16%) Novell Certification
Quality Assurance & Compliance
1 26 (4.23%) QA
2 7 (1.14%) GDPR
3 1 (0.16%) PSD2
System Software
1 177 (28.83%) Docker
2 3 (0.49%) Varnish
3 1 (0.16%) Virtual Machines
3 1 (0.16%) VirtualBox
3 1 (0.16%) zsh
Systems Management
1 155 (25.24%) Kubernetes
2 37 (6.03%) Terraform
3 19 (3.09%) Consul
4 10 (1.63%) Ansible
5 8 (1.30%) Istio
6 7 (1.14%) Docker Swarm
7 4 (0.65%) Grafana
8 3 (0.49%) Opscode Chef
8 3 (0.49%) Prometheus
9 2 (0.33%) Kibana
10 1 (0.16%) Graphite
Vendors
1 98 (15.96%) Google
2 23 (3.75%) Cypress Semiconductor
2 23 (3.75%) Oracle
3 10 (1.63%) Red Hat
4 5 (0.81%) Atlassian
4 5 (0.81%) Spotify
5 4 (0.65%) Facebook
6 3 (0.49%) Splunk
7 2 (0.33%) AppDynamics
7 2 (0.33%) Apple
7 2 (0.33%) Fidessa
7 2 (0.33%) IBM
7 2 (0.33%) Microsoft
7 2 (0.33%) PubNub
7 2 (0.33%) SendGrid
7 2 (0.33%) WooCommerce
7 2 (0.33%) Zend
8 1 (0.16%) Mapbox
8 1 (0.16%) Netlify
8 1 (0.16%) Pinterest